diff --git a/DB/Hyperparameter.ipynb b/DB/report/.ipynb_checkpoints/Hyperparameter-checkpoint.ipynb similarity index 100% rename from DB/Hyperparameter.ipynb rename to DB/report/.ipynb_checkpoints/Hyperparameter-checkpoint.ipynb diff --git a/DB/report/Hyperparameter.ipynb b/DB/report/Hyperparameter.ipynb new file mode 100644 index 0000000..05f42d8 --- /dev/null +++ b/DB/report/Hyperparameter.ipynb @@ -0,0 +1,1130 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Abstract \n", + "\n", + "Hyperparameters are parameters that are specified prior to running machine learning algorithms that have a large effect on the predictive power of statistical models. Knowledge of the relative importance of a hyperparameter to an algorithm and its range of values is crucial to hyperparameter tuning and creating effective models. \n", + "\n", + "The hyperparameter database allows users to visualize and understand how to choose hyperparameters that maximize the predictive power of their models. The hyperparameter database is created by running millions of hyperparameter values, calculating the individual conditional expectation of every hyperparameter on the quality of a model. The data science part need to generating models using H2O to find best hyperparameters" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data Source\n", + "\n", + "The dataset is from the website https://www.kaggle.com/econdata/predciting-price-transaction#trainPrice.csv . \n", + "Housing price always been a popular item that people wants to predict. Since it is critical for us to find out the factors that affecting transaction price. The data we collected and stored concerns predicting housing transaction price which contains values of cities, floors, unit area households counts and parking capacity, rooms, heat fuel, heat type and front door structure. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conceptual Schema \n", + "\n", + "- For each dataset, it has only one data description and one data distribution, and has serval different model.\n", + "- For each data description, it has only one dataset.\n", + "- For each data distribution, it has only one dataset.\n", + "- For each model, it has only one dataset, and one metadata.\n", + "- For each metadata, it has only one dataset and has only one hyperparameter table.\n", + "- For each hyperparameter table, it has only one metadata and one variable importance table.\n", + "- For each variable importance table, it has only one hyperparameter table." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Old ERD" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![OERD](images/OERD.png) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# New ERD" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![NERD](images/NERD.png) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Physical Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![PM](images/PM.png) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part II - Physical Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the database\n", + "\n", + "```sql\n", + "create table Twitter_singers (\n", + "singer_id varchar(50) primary key,\n", + "singer_name varchar(50),\n", + "singer_url varchar(2000),\n", + "singer_description varchar(1000),\n", + "singer_followers_count varchar(50)\n", + ");\n", + "\n", + "drop table Twitter_singers;\n", + "SHOW VARIABLES LIKE \"secure_file_priv\";\n", + "\n", + "sHOW GLOBAL VARIABLES LIKE 'local_infile';\n", + "SET GLOBAL local_infile = 'ON';\n", + "SHOW GLOBAL VARIABLES LIKE 'local_infile';\n", + "\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/twitter_singers.csv'\n", + "INTO TABLE Twitter_singers\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "SELECT * FROM Twitter_singers;\n", + "\n", + "create table Company_data (\n", + "Company_name varchar(50) primary key,\n", + "Date_of_establishment varchar(50),\n", + "Artists_number INTEGER,\n", + "Typical_singers varchar(100)\n", + ");\n", + "\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/company_data.csv'\n", + "INTO TABLE Company_data\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM Company_data;\n", + "\n", + "create table Spotify_singer_Account (\n", + "Spotify_singer_name varchar(50),\n", + "Spotify_singer_ID varchar(50) primary key,\n", + "Spotify_singer_followers INTEGER,\n", + "singer_spotify_popularity integer,\n", + "Spotify_singer_total_albums INTEGER,\n", + "Spotify_singer_top_1_related_artist varchar(50),\n", + "Spotify_singer_top_2_related_artist varchar(50),\n", + "Spotify_singer_top_3_related_artist varchar(50)\n", + ");\n", + "drop table Spotify_singer_Account;\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_artist.csv'\n", + "INTO TABLE Spotify_singer_Account\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM Spotify_singer_Account;\n", + "\n", + "\n", + "create table Spotify_album (\n", + "singer_name varchar(50) ,\n", + "singer_id varchar(50),\n", + "album_name varchar(50),\n", + "album_id varchar(50) primary key,\n", + "album_relase_date varchar(100),\n", + "total_tracks Integer\n", + ");\n", + "drop table Spotify_album;\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_album.csv'\n", + "INTO TABLE Spotify_album\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM Spotify_album;\n", + "\n", + "create table Spotify_songs (\n", + "singer_name varchar(50) ,\n", + "singer_id varchar(50),\n", + "song_name varchar(50),\n", + "song_id varchar(100) primary key,\n", + "duration_ms Integer,\n", + "song_popularity integer,\n", + "album_name varchar(50),\n", + "album_id varchar(50)\n", + "\n", + ");\n", + "drop table Spotify_songs;\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_song.csv'\n", + "INTO TABLE Spotify_songs\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM Spotify_songs;\n", + "\n", + "create table twitter_post (\n", + "singer_name varchar(50),\n", + "most_popular_post_ID varchar(50) primary key,\n", + "post_content varchar(200),\n", + "post_time varchar(100),\n", + "post_retweet_count Integer\n", + ");\n", + "drop table twitter_post;\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/twitter_post.csv'\n", + "INTO TABLE twitter_post\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM twitter_post;\n", + "\n", + "\n", + "create table 24hr_twitter_post (\n", + "singer_name varchar(50),\n", + "recnet_post_ID varchar(50) primary key,\n", + "recnet_post_content varchar(200),\n", + "recnet_post_time varchar(100),\n", + "recnet_post_retweet_count Integer\n", + ");\n", + "drop table 24hr_twitter_post;\n", + "LOAD DATA local INFILE '/Users/cyyo/Desktop/recent_24hr.csv'\n", + "INTO TABLE 24hr_twitter_post\n", + "CHARACTER SET latin1\n", + "FIELDS TERMINATED BY ',' \n", + "ENCLOSED BY '\"' \n", + "LINES TERMINATED BY '\\r\\n'\n", + "IGNORE 1 LINES;\n", + "\n", + "\n", + "SELECT * FROM 24hr_twitter_post;\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 10 Use Cases\n", + "\n", + "## Use Case 1
\n", + "Description: select the best model\n", + "\n", + "```sql\n", + "SELECT me.Model_id, me.RMSE, mm.Model_name, mm.Run_time\n", + "FROM Metrices_Model me inner join Model_Metadata mm\n", + "ON me.Model_id = mm.ID\n", + "order by RMSE desc \n", + "LIMIT 1;\n", + "\n", + "```\n", + "\n", + "```\n", + "+---------------+---------------------+\n", + "| singer_name | Company_name |\n", + "|---------------|---------------------|\n", + "| Taylor Swift | Big Machine Records |\n", + "| Rihanna | Def Jam Recordings |\n", + "| KATY PERRY | CAPITOL RECORDS. |\n", + "| Bruno Mars | Atlantic Records |\n", + "| Avril Lavigne | RCA Rcords |\n", + "| Ariana Grande | Republic Records |\n", + "+---------------+---------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 2
\n", + "Description: select the hyperparameter with the same model but different runtime.\n", + "\n", + "```sql\n", + "SELECT mm.ID, mm.Model_name, mm.Run_time, \n", + "me.RMSE,\n", + "dl. hidden1, hidden2,hidden3,epochs\n", + "FROM Model_Metadata mm left join Deep_learning_model dl\n", + "ON mm.ID = dl.model_id\n", + "JOIN Metrices_Model me \n", + "ON dl.model_id = me.Model_id\n", + "WHERE mm.ID LIKE \"DL%\" \n", + "ORDER BY mm.Model_name, me.RMSE, mm.Run_time desc；\n", + "\n", + "```\n", + "\n", + "```\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| singer_name | most_popular_post_ID | post_content |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| Ariana Grande | 1102985085719068672 | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo |\n", + "| KATY PERRY | 1102866539433254918 | hi I’m wide awake and I can never say that without singing the katy perry song....lol |\n", + "| Avril Lavigne | 1102763914368970752 | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3 |\n", + "| Taylor Swift | 1102697124830085120 | Strength of both 2019 draft & 2019 free agency is defensive line. Good FA group for DTs & 3-4 DE types even with Gr… https://t.co/YIUij4oP9n |\n", + "| Chris Brown | 1102692675231330304 | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5 |\n", + "| Justin Bieber | 1102670872010207235 | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n", + "\n", + "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz |\n", + "| Rihanna | 1102548147497287680 | Report: Rihanna To Sell Office Supplies & Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS |\n", + "| Maroon 5 | 1102468355762532352 | When is Justin Bieber gonna release new music |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 3
\n", + "Description: select the average rmse with the same type model\n", + "\n", + "```sql\n", + "\n", + "SELECT avg(mm.RMSE) as GLM_AVERAGE_rmse\n", + "FROM Metrices_Model mm \n", + "WHERE mm.Model_id LIKE \"G%\"\n", + "\n", + "```\n", + "\n", + "```\n", + "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| singer_name | recnet_post_ID | recnet_post_content |\n", + "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| Taylor Swift | 9.70649E+17 | ✨✨✨✨✨✨✨✨✨✨✨✨✨ https://t.co/KHNRCaKfU0 |\n", + "| Ariana Grande | 1.10293E+18 | ŸŒŤ @starbucks cloud #cloudmacchiato #starbucksambassador #trythesoyversion ŸŒą https://t.co/y2LRAx33Sq |\n", + "| KATY PERRY | 1.10243E+18 | One of my favorite #AmericanIdol moments: turning uncle @LionelRichie into FASHUN Ÿ’Ÿź |\n", + "| Bruno Mars | 1.1017E+18 | What’s the plot tho? https://t.co/eh6m7hHB6Z |\n", + "| Maroon 5 | 1.10022E+18 | RT @maroon5: Blown away by these submissions on @yarntexts! Check out our favorites from \"Girls Like You”! https://t.co/IeEZT9vX0Z https://…\" |\n", + "| Avril Lavigne | 1.09793E+18 | Ÿ–¤icon. You’re truly missed. https://t.co/8roMHjW70o |\n", + "| Lady Gaga | 1.09473E+18 | Ÿ˜­â¤ď¸a Grammy for Joanne is more than me & my family could ever dream of. I sang that version in one take, & poured m… https://t.co/QeiWEjfjF0 |\n", + "| Chris Brown | 1.08675E+18 | #Undecided has hit @ministryofsound’s R&B Mixtape playlist! Stream exclusively on @applemusic now! \n", + "Playlist link:… https://t.co/bIZ89gxkGs |\n", + "| Rihanna | 1.08196E+18 | For the ❤️ of X. Get ready for @savagexfenty's Valentine's Day styles - out Jan. 9th! https://t.co/oG4Xocxo9a |\n", + "| Justin Bieber | 1.05745E+18 | @torikelly I have listened to this album 10 times in a row. Incredible |\n", + "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ \n", + "```\n", + "\n", + "\n", + "## Use Case 4
\n", + "Description: select ID, name, runtime and rmse which is higher than the average rmse with the same “XG” ID\n", + "\n", + "```sql\n", + "SELECT s.Spotify_singer_name,o.album_id,o.album_name \n", + "FROM (Spotify_singer_Account s left JOIN Spotify_album o ON s.Spotify_singer_name = o.singer_name)\n", + "ORDER BY o.album_id DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "```\n", + "+---------------------+------------------------+--------------------------------+\n", + "| Spotify_singer_name | album_id | album_name | \n", + "|---------------------|------------------------|--------------------------------|\n", + "| Maroon 5 | 75iQSBSaztFIAun9qLLCnb | Girls Like You (feat. Cardi B) | \n", + "| Justin Bieber | 6Fr2rQkZ383FcMqFyT7yPr | Purpose (Deluxe) | \n", + "| Taylor Swift | 6DEjYFkNZh67HP7R9PSZvv | reputation | \n", + "| Katy Perry | 5MQBzs5YlZlE28mD9yUItn | PRISM (Deluxe) | \n", + "| Lady Gaga | 4sLtOBOzn4s3GDUv3c5oJD | A Star Is Born Soundtrack | \n", + "| Bruno Mars | 4PgleR09JVnm3zY1fW3XBA | 24K Magic | \n", + "| Avril Lavigne | 3zXjR3y2dUWklKmmp6lEhy | Let Go | \n", + "| Rihanna | 3Q149ZH46Z0f3oDR7vlDYV | ANTI | \n", + "| Ariana Grande | 2fYhqwDWXjbpjaIJPEfKFw | thank u,next | \n", + "| Chris Brown | 0JOT3Ff4gJ939hqdeEpsZv | Undecided | \n", + "+---------------------+------------------------+--------------------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 5
\n", + "Description: Get all the songs name and id from the Spotify singers' which Singer have the most followers \n", + "\n", + "```sql\n", + "SELECT s.Spotify_singer_name,o.song_id,o.song_name \n", + "FROM (Spotify_singer_Account s inner JOIN Spotify_songs o ON s.Spotify_singer_name = o.singer_name)\n", + "ORDER BY o.song_id DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "```\n", + "+---------------------+------------------------+------------------------------------------+\n", + "| Spotify_singer_name | song_id | song_name |\n", + "+---------------------+------------------------+------------------------------------------+\n", + "| Chris Brown | 7uiBocndm12aKbsdnQ3Scx | Undecided |\n", + "| Taylor Swift | 6NFyWDv5CjfwuzoCkw47Xf | Delicate |\n", + "| Maroon 5 | 6FRLCMO5TUHTexlWo8ym1W | Girls Like You (feat. Cardi B) |\n", + "| Avril Lavigne | 5xEM5hIgJ1jjgcEBfpkt2F | Complicated |\n", + "| Katy Perry | 5jrdCoLpJSvHHorevXBATy | Dark Horse |\n", + "| Justin Bieber | 50kpGaPAhYJ3sGmk6vplg0 | Love Yourself |\n", + "| Ariana Grande | 4kV4N9D1iKVxx1KLvtTpjS | break up with your girlfriend, i'm bored |\n", + "| Lady Gaga | 2VxeLyX666F8uXCJ0dZF8B | Shallow |\n", + "| Rihanna | 2aksifNn5ph8igDOkPBA02 | Love On The Brain |\n", + "| Bruno Mars | 0KKkJNfGyhkQ5aFogxQAPU | That's What I Like |\n", + "+---------------------+------------------------+------------------------------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 6
\n", + "Description: Get all the songs name,id and popularity and from the typical singers of the companies which Singer have the most followers \n", + "\n", + "```sql\n", + "SELECT o.song_popularity,o.song_id,o.song_name,c.Company_name,c.Typical_singers\n", + "FROM ( Company_data c inner JOIN Spotify_songs o ON o.singer_name = c.Typical_singers)\n", + "ORDER BY o.song_id DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "```\n", + "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n", + "| song_popularity | song_id | song_name | Company_name | Typical_singers |\n", + "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n", + "| 80 | 6NFyWDv5CjfwuzoCkw47Xf | Delicate | Big Machine Records | Taylor Swift |\n", + "| 76 | 5xEM5hIgJ1jjgcEBfpkt2F | Complicated | RCA Rcords | Avril Lavigne |\n", + "| 77 | 5jrdCoLpJSvHHorevXBATy | Dark Horse | CAPITOL RECORDS. | katy Perry |\n", + "| 99 | 4kV4N9D1iKVxx1KLvtTpjS | break up with your girlfriend, i'm bored | Republic Records | Ariana Grande |\n", + "| 73 | 2aksifNn5ph8igDOkPBA02 | Love On The Brain | Def Jam Recordings | Rihanna |\n", + "| 84 | 0KKkJNfGyhkQ5aFogxQAPU | That's What I Like | Atlantic Records | Bruno Mars |\n", + "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 7
\n", + "Description: Get all the Spotify singers' total albums who are the typical singers the the all ompany data\n", + "\n", + "```sql\n", + "SELECT s.Spotify_singer_name,s.Spotify_singer_total_albums,c.Company_name\n", + "FROM (Spotify_singer_Account s inner JOIN Company_data c ON c.Typical_singers = s.Spotify_singer_name)\n", + "ORDER BY s.Spotify_singer_name DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "```\n", + "+---------------------+-----------------------------+---------------------+\n", + "| Spotify_singer_name | Spotify_singer_total_albums | Company_name |\n", + "+---------------------+-----------------------------+---------------------+\n", + "| Taylor Swift | 49 | Big Machine Records |\n", + "| Rihanna | 48 | Def Jam Recordings |\n", + "| Katy Perry | 34 | CAPITOL RECORDS. |\n", + "| Bruno Mars | 7 | Atlantic Records |\n", + "| Avril Lavigne | 7 | RCA Rcords |\n", + "| Ariana Grande | 24 | Republic Records |\n", + "+---------------------+-----------------------------+---------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 8
\n", + "Description: Get the most popular post content for the Twitter singers\n", + "\n", + "```sql\n", + "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n", + "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n", + "ORDER BY p.most_popular_post_ID DESC\n", + "LIMIT 8;\n", + "```\n", + "\n", + "```\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| singer_name | most_popular_post_ID | post_content |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| Ariana Grande | 1102985085719068672 | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo |\n", + "| KATY PERRY | 1102866539433254918 | hi I’m wide awake and I can never say that without singing the katy perry song....lol |\n", + "| Avril Lavigne | 1102763914368970752 | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3 |\n", + "| Taylor Swift | 1102697124830085120 | Strength of both 2019 draft & 2019 free agency is defensive line. Good FA group for DTs & 3-4 DE types even with Gr… https://t.co/YIUij4oP9n |\n", + "| Chris Brown | 1102692675231330304 | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5 |\n", + "| Justin Bieber | 1102670872010207235 | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n", + "\n", + "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz |\n", + "| Rihanna | 1102548147497287680 | Report: Rihanna To Sell Office Supplies & Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS |\n", + "| Maroon 5 | 1102468355762532352 | When is Justin Bieber gonna release new music |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 9
\n", + "Description: Get the most popular post content for the Twitter singers\n", + "\n", + "```sql\n", + "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n", + "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n", + "ORDER BY p.most_popular_post_ID DESC\n", + "LIMIT 8;\n", + "```\n", + "\n", + "```\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| singer_name | most_popular_post_ID | post_content |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| Ariana Grande | 1102985085719068672 | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo |\n", + "| KATY PERRY | 1102866539433254918 | hi I’m wide awake and I can never say that without singing the katy perry song....lol |\n", + "| Avril Lavigne | 1102763914368970752 | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3 |\n", + "| Taylor Swift | 1102697124830085120 | Strength of both 2019 draft & 2019 free agency is defensive line. Good FA group for DTs & 3-4 DE types even with Gr… https://t.co/YIUij4oP9n |\n", + "| Chris Brown | 1102692675231330304 | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5 |\n", + "| Justin Bieber | 1102670872010207235 | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n", + "\n", + "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz |\n", + "| Rihanna | 1102548147497287680 | Report: Rihanna To Sell Office Supplies & Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS |\n", + "| Maroon 5 | 1102468355762532352 | When is Justin Bieber gonna release new music |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "```\n", + "\n", + "\n", + "## Use Case 10
\n", + "Description: Get the most popular post content for the Twitter singers\n", + "\n", + "```sql\n", + "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n", + "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n", + "ORDER BY p.most_popular_post_ID DESC\n", + "LIMIT 8;\n", + "```\n", + "\n", + "```\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| singer_name | most_popular_post_ID | post_content |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "| Ariana Grande | 1102985085719068672 | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo |\n", + "| KATY PERRY | 1102866539433254918 | hi I’m wide awake and I can never say that without singing the katy perry song....lol |\n", + "| Avril Lavigne | 1102763914368970752 | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3 |\n", + "| Taylor Swift | 1102697124830085120 | Strength of both 2019 draft & 2019 free agency is defensive line. Good FA group for DTs & 3-4 DE types even with Gr… https://t.co/YIUij4oP9n |\n", + "| Chris Brown | 1102692675231330304 | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5 |\n", + "| Justin Bieber | 1102670872010207235 | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n", + "\n", + "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz |\n", + "| Rihanna | 1102548147497287680 | Report: Rihanna To Sell Office Supplies & Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS |\n", + "| Maroon 5 | 1102468355762532352 | When is Justin Bieber gonna release new music |\n", + "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4 Views\n", + "\n", + "## View 1
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "CREATE VIEW case_1 AS \n", + "SELECT s.singer_name,c.Company_name\n", + "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n", + "ORDER BY s.singer_name DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "\n", + "## View 2
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "CREATE VIEW case_1 AS \n", + "SELECT s.singer_name,c.Company_name\n", + "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n", + "ORDER BY s.singer_name DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "\n", + "## View 3
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "CREATE VIEW case_1 AS \n", + "SELECT s.singer_name,c.Company_name\n", + "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n", + "ORDER BY s.singer_name DESC\n", + "LIMIT 10;\n", + "```\n", + "\n", + "\n", + "## View 4
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "CREATE VIEW case_1 AS \n", + "SELECT s.singer_name,c.Company_name\n", + "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n", + "ORDER BY s.singer_name DESC\n", + "LIMIT 10;\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 10 Procedures\n", + "\n", + "## Procedure 1
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "``` \n", + "\n", + "\n", + "## Procedure 2
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 3
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 4
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 5
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 6
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 7
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 8
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 9
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n", + "\n", + "\n", + "## Procedure 10
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "-- 1.\n", + "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n", + "BEGIN\n", + "\n", + "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n", + "FROM Spotify_singer_Account s INNER JOIN Twitter_singer t \n", + "ON s.Spotify_singer_name = t.singer_name\n", + "WHERE s.Spotify_singer_total_albums > albums_amount;\n", + "\n", + "END\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 4 Functions\n", + "\n", + "## Function 1
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "\n", + "\n", + "DELIMITER $$ \n", + "\n", + "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n", + " DETERMINISTIC\n", + "BEGIN\n", + "\n", + " DECLARE song VARCHAR(50);\n", + "\n", + " SELECT song_popularity INTO song FROM Spotify_song \n", + " WHERE song_id = songId;\n", + "\n", + " RETURN song;\n", + "\n", + "END $$\n", + "DELIMITER ;\n", + "\n", + "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n", + "```\n", + "\n", + "\n", + "## Function 2
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "DELIMITER $$ \n", + "\n", + "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n", + " DETERMINISTIC\n", + "BEGIN\n", + "\n", + " DECLARE song VARCHAR(50);\n", + "\n", + " SELECT song_popularity INTO song FROM Spotify_song \n", + " WHERE song_id = songId;\n", + "\n", + " RETURN song;\n", + "\n", + "END $$\n", + "DELIMITER ;\n", + "\n", + "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n", + "```\n", + "\n", + "\n", + "## Function 3
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "\n", + "\n", + "DELIMITER $$ \n", + "\n", + "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n", + " DETERMINISTIC\n", + "BEGIN\n", + "\n", + " DECLARE song VARCHAR(50);\n", + "\n", + " SELECT song_popularity INTO song FROM Spotify_song \n", + " WHERE song_id = songId;\n", + "\n", + " RETURN song;\n", + "\n", + "END $$\n", + "DELIMITER ;\n", + "\n", + "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n", + "```\n", + "\n", + "\n", + "## Function 4
\n", + "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n", + "\n", + "```sql\n", + "\n", + "\n", + "DELIMITER $$ \n", + "\n", + "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n", + " DETERMINISTIC\n", + "BEGIN\n", + "\n", + " DECLARE song VARCHAR(50);\n", + "\n", + " SELECT song_popularity INTO song FROM Spotify_song \n", + " WHERE song_id = songId;\n", + "\n", + " RETURN song;\n", + "\n", + "END $$\n", + "DELIMITER ;\n", + "\n", + "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 10 Indexs\n", + "\n", + "## Index 1
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 2
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 3
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 4
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 5
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 6
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 7
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 8
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 9
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n", + "\n", + "\n", + "## Index 10
\n", + "\n", + "```sql\n", + "select song_popularity from Spotify_song;\n", + "CREATE INDEX get_song_popularity\n", + "ON sys.Spotify_song (song_popularity);\n", + "select song_popularity from Spotify_song;\n", + "```\n", + "\n", + "![5](5.png) \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Analytics\n", + "\n", + "BLANK" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conclusion\n", + "\n", + "BLANK\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Citations\n", + "\n", + "https://www.visual-paradigm.com/guide/data-modeling/what-is-entity-relationship-diagram/\n", + "\n", + "https://en.wikipedia.org/wiki/Hyperparameter_(machine_learning)\n", + "\n", + "https://towardsdatascience.com/what-are-hyperparameters-and-how-to-tune-the-hyperparameters-in-a-deep-neural-network-d0604917584a\n", + "\n", + "https://towardsdatascience.com/hyperparameters-in-deep-learning-927f7b2084dd\n", + "\n", + "https://www.w3schools.com/sql/sql_create_index.asp\n", + "\n", + "https://docs.microsoft.com/en-us/sql/t-sql/statements/create-function-transact-sql?view=sql-server-2017\n", + "\n", + "https://www.w3schools.com/sql/sql_view.asp" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# License\n", + "\n", + "MIT License\n", + "\n", + "Copyright (c) 2019 Hsiang-Hua Chen, Yuan Chai\n", + "\n", + "Permission is hereby granted, free of charge, to any person obtaining a copy\n", + "of this software and associated documentation files (the \"Software\"), to deal\n", + "in the Software without restriction, including without limitation the rights\n", + "to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n", + "copies of the Software, and to permit persons to whom the Software is\n", + "furnished to do so, subject to the following conditions:\n", + "\n", + "The above copyright notice and this permission notice shall be included in all\n", + "copies or substantial portions of the Software.\n", + "\n", + "THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n", + "IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n", + "FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n", + "AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n", + "LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n", + "OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n", + "SOFTWARE." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/DB/LICENSE b/DB/report/LICENSE similarity index 100% rename from DB/LICENSE rename to DB/report/LICENSE diff --git a/DB/report/Portfolio.docx b/DB/report/Portfolio.docx new file mode 100644 index 0000000..a8a3eb0 Binary files /dev/null and b/DB/report/Portfolio.docx 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deleted file mode 100644 index 158ff4d..0000000 --- a/DB/result/result/organized/300/Hyperparameter_DL_300.csv +++ /dev/null @@ -1,5 +0,0 @@ -,model_id,overwrite_with_best_model,hidden1,hidden2,hidden3,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2 -0,DeepLearning_1_AutoML_20190421_193027,FALSE,10,10,10,10.42357223,0,0.1,TRUE,0.005,1.00E-06,0,0,1000000,0,0,3.40E+38 -1,DeepLearning_grid_1_AutoML_20190421_193027_model_1,FALSE,500,0,0,22.4,0,0.1,TRUE,0.005,1.00E-06,0,0,1000000,0,0,3.40E+38 -2,DeepLearning_grid_1_AutoML_20190421_193027_model_2,FALSE,200,0,0,8,0,0.1,TRUE,0.005,1.00E-06,0,0,1000000,0,0,3.40E+38 -3,DeepLearning_grid_1_AutoML_20190421_193027_model_3,FALSE,200,200,0,7.559182531,0,0.1,TRUE,0.005,1.00E-06,0,0,1000000,0,0,3.40E+38 \ No newline at end of file diff --git a/DB/result/result/organized/300/Hyperparameter_GBM_300.csv b/DB/result/result/organized/300/Hyperparameter_GBM_300.csv deleted file mode 100644 index a3f4833..0000000 --- a/DB/result/result/organized/300/Hyperparameter_GBM_300.csv +++ /dev/null @@ -1,19 +0,0 @@ -,model_id,ntrees,learn_rate,max_depth,sample_rate,col_sample_rate,score_each_iteration,seed,stopping_rounds,stopping_metric,stopping_tolerance -0,GBM_1_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -1,GBM_2_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -2,GBM_3_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -3,GBM_4_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -4,GBM_5_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -5,GBM_grid_1_AutoML_20190421_193027_model_1,30,0.8,8,0.6,0.7,False,3124092606928605225,0,deviance,0.014965432360392486 -6,GBM_grid_1_AutoML_20190421_193027_model_10,46,0.8,8,0.9,0.7,False,4692662799764857830,0,deviance,0.014965432360392486 -7,GBM_grid_1_AutoML_20190421_193027_model_11,77,0.01,6,1.0,0.4,False,-3530982630697928853,0,deviance,0.014965432360392486 -8,GBM_grid_1_AutoML_20190421_193027_model_12,3,0.001,16,0.5,0.7,False,-7464872345432784346,0,deviance,0.014965432360392486 -9,GBM_grid_1_AutoML_20190421_193027_model_13,1,0.05,3,0.9,0.7,False,1574413598421035969,0,deviance,0.014965432360392486 -10,GBM_grid_1_AutoML_20190421_193027_model_2,101,0.1,16,1.0,0.4,False,-8794556307968222314,0,deviance,0.014965432360392486 -11,GBM_grid_1_AutoML_20190421_193027_model_3,55,0.5,3,0.8,1.0,False,-348465370131244444,0,deviance,0.014965432360392486 -12,GBM_grid_1_AutoML_20190421_193027_model_4,347,0.005,16,0.8,0.4,False,5602131279252309485,0,deviance,0.014965432360392486 -13,GBM_grid_1_AutoML_20190421_193027_model_5,312,0.008,12,0.8,0.4,False,1092666611756342964,0,deviance,0.014965432360392486 -14,GBM_grid_1_AutoML_20190421_193027_model_6,93,0.08,12,0.6,0.4,False,-2755890100109624492,0,deviance,0.014965432360392486 -15,GBM_grid_1_AutoML_20190421_193027_model_7,278,0.008,8,0.6,0.4,False,-5143265548577003046,0,deviance,0.014965432360392486 -16,GBM_grid_1_AutoML_20190421_193027_model_8,30,0.5,12,0.5,0.4,False,2378520213287539484,0,deviance,0.014965432360392486 -17,GBM_grid_1_AutoML_20190421_193027_model_9,104,0.01,16,0.8,0.4,False,-2476791890784516323,0,deviance,0.014965432360392486 diff --git a/DB/result/result/organized/300/Hyperparameter_GLM_300.csv b/DB/result/result/organized/300/Hyperparameter_GLM_300.csv deleted file mode 100644 index 8009cbe..0000000 --- a/DB/result/result/organized/300/Hyperparameter_GLM_300.csv +++ /dev/null @@ -1,2 +0,0 @@ -,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize -0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True diff --git a/DB/result/result/organized/300/Hyperparameter_XGBoost_300.csv b/DB/result/result/organized/300/Hyperparameter_XGBoost_300.csv deleted file mode 100644 index 2e44a6d..0000000 --- a/DB/result/result/organized/300/Hyperparameter_XGBoost_300.csv +++ /dev/null @@ -1,12 +0,0 @@ -,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha -0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -1,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -2,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -3,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01 -4,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01 -5,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1 -6,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5 -7,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5 -8,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1 -9,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001 -10,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5 diff --git a/DB/result/result/organized/300/leaderboard_300.csv b/DB/result/result/organized/300/leaderboard_300.csv deleted file mode 100644 index d25eb4e..0000000 --- a/DB/result/result/organized/300/leaderboard_300.csv +++ /dev/null @@ -1,39 +0,0 @@ -,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime -0,GBM_1_AutoML_20190421_193027,25608395790612116,160026234.69485283,25608395790612116,96819212.36758102,0.3331421052832879,2019-04-21,300 -1,XGBoost_1_AutoML_20190421_193027,25963672277632090,161132468.10507214,25963672277632090,94764756.53930572,0.3259822280000789,2019-04-21,300 -2,XGBoost_2_AutoML_20190421_193027,26134884730871340,161662873.69359532,26134884730871340,94910189.58297873,0.3257761568094641,2019-04-21,300 -3,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,300 -4,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,300 -5,XGBoost_grid_1_AutoML_20190421_193027_model_1,26686565270913868,163360231.60767698,26686565270913868,95577150.18589026,0.3336293424643191,2019-04-21,300 -6,GBM_4_AutoML_20190421_193027,27007662534862990,164340081.94857088,27007662534862990,97393457.22641207,0.3312914754145201,2019-04-21,300 -7,GBM_grid_1_AutoML_20190421_193027_model_2,27388079208336188,165493441.58707982,27388079208336188,98562865.55332977,0.336311590042542,2019-04-21,300 -8,GBM_2_AutoML_20190421_193027,27583374052185924,166082431.49769312,27583374052185924,101012846.90034136,0.3388681406396465,2019-04-21,300 -9,GBM_3_AutoML_20190421_193027,27664062115152828,166325169.8184999,27664062115152828,99311822.14091992,0.33381452374477977,2019-04-21,300 -10,XGBoost_grid_1_AutoML_20190421_193027_model_2,27678389956980028,166368236.0217239,27678389956980028,97946028.47928332,0.32966277380840164,2019-04-21,300 -11,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,300 -12,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,300 -13,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,300 -14,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,300 -15,XGBoost_3_AutoML_20190421_193027,28277404641281270,168158867.26926202,28277404641281270,102986364.77849944,0.3448139231128953,2019-04-21,300 -16,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,300 -17,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,300 -18,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,300 -19,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,300 -20,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,300 -21,GBM_5_AutoML_20190421_193027,34108814013565956,184685716.86399025,34108814013565956,110479219.98152792,0.3600436406456561,2019-04-21,300 -22,GBM_grid_1_AutoML_20190421_193027_model_4,35977009196031210,189676063.84578732,35977009196031210,114548846.66121855,0.4050911555463272,2019-04-21,300 -23,DeepLearning_1_AutoML_20190421_193027,36441408972133860,190896330.4312942,36441408972133860,122463715.79679014,,2019-04-21,300 -24,DeepLearning_grid_1_AutoML_20190421_193027_model_3,39410689702069660,198521257.55714342,39410689702069660,129178541.22321574,,2019-04-21,300 -25,GBM_grid_1_AutoML_20190421_193027_model_9,40278059846717420,200693945.71515465,40278059846717420,125847625.89919583,0.4784418326882552,2019-04-21,300 -26,DeepLearning_grid_1_AutoML_20190421_193027_model_1,41791420522393280,204429500.12753364,41791420522393280,128681933.6642554,,2019-04-21,300 -27,GBM_grid_1_AutoML_20190421_193027_model_8,44372326136844424,210647397.65030196,44372326136844424,132428227.96973228,,2019-04-21,300 -28,GBM_grid_1_AutoML_20190421_193027_model_1,45002701035729390,212138400.66270268,45002701035729390,133776023.12646416,,2019-04-21,300 -29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,45581372041016904,213497943.88006857,45581372041016904,134154762.49592508,,2019-04-21,300 -30,GBM_grid_1_AutoML_20190421_193027_model_11,54498044479214300,233448162.29564607,54498044479214300,151759967.72054467,0.5564149378170294,2019-04-21,300 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-21,GBM_5_AutoML_20190421_193027,4.017661931264661e+20,3.59682482330363e+20,3.2351069602323e+20,6.938759717564134e+19,6.8597681633968e+19,6.0928697981393175e+19,5.753615485389033e+19,3.233830823056638e+19,2.884343795391293e+19,2.7459830113705656e+19,2.0392686140826583e+19,1.5227950171674378e+19,1.4751004017777705e+19,8.585916426756293e+18,7.533683798974661e+18,2.847259577160827e+18,9.308338309719654e+17,0.0 -22,GBM_grid_1_AutoML_20190421_193027_model_4,7.599965671626021e+21,5.990269952512842e+21,4.886376885249364e+21,1.468837055780377e+21,1.0092456286008923e+21,8.113231913958181e+20,8.037595365591378e+20,7.859701069247918e+20,7.044143509039953e+20,7.025333943721263e+20,5.849008146644646e+20,4.856797242896794e+20,4.126328512617298e+20,3.468543658198911e+20,2.086311878784031e+20,1.7068997949892277e+20,2.9436776209702715e+19,0.0 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-26,DeepLearning_grid_1_AutoML_20190421_193027_model_1,1.0,0.7604896426200867,0.7340376377105713,0.7000300884246826,0.5499024391174316,0.5293046832084656,0.5145142078399658,0.5102518796920776,0.48114627599716187,0.46777981519699097,0.4663582742214203,0.41538769006729126,0.4148634970188141,0.412527471780777,0.41252416372299194,0.35780954360961914,0.30356600880622864,0.2980256974697113 -27,GBM_grid_1_AutoML_20190421_193027_model_8,1.0,0.5571977576741237,0.43275579092196786,0.33240575134379147,0.29905322447051225,0.28935441231898873,0.2374333765097318,0.2182142126894005,0.16394080660602298,0.12227754266749088,0.06780350453685374,0.054087134342154675,0.03433509224628811,0.01953840332572278,0.01584505713421364,0.01454534637857136,0.01378189679387872,0.011722965072811809 -28,GBM_grid_1_AutoML_20190421_193027_model_1,1.0,0.5305229063311984,0.43027761453165597,0.4138223308761892,0.18225167654595734,0.13087961982381352,0.11794750651078569,0.11634910116851077,0.10486419269240752,0.04836588974771265,0.04085641070006235,0.02718578140987969,0.02472444292882436,0.0219380242935089,0.01542763481726544,0.009736169031891662,0.009543455159480688,0.00854841152304654 -29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,1.0,0.9208096265792847,0.9162268042564392,0.9123388528823853,0.9073420166969299,0.8908087015151978,0.8815135955810547,0.8717778921127319,0.859717607498169,0.846998929977417,0.8387015461921692,0.8337118625640869,0.8237316012382507,0.8115488290786743,0.8029087781906128,0.797060489654541,0.7946454286575317,0.7863799929618835 -30,GBM_grid_1_AutoML_20190421_193027_model_11,1.0,0.8586776804705881,0.7194289499307274,0.1737576700180607,0.14634439513818062,0.1284518694093727,0.11501990196590144,0.10472971766784867,0.09032461575315577,0.07754936345501937,0.07111248606088819,0.0669290948685877,0.036699368678732865,0.025409748044443983,0.02068539408689233,0.016481894626010164,0.0030758242655433317,0.0 -31,GBM_grid_1_AutoML_20190421_193027_model_13,1.0,0.9829033224217405,0.5186932894109931,0.44481931343814196,0.2754832143961598,0.13679324320649858,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -32,GBM_grid_1_AutoML_20190421_193027_model_12,1.0,0.6069351407476821,0.33618265591149343,0.3118539726886598,0.3073534296472767,0.30275445233738707,0.2993565951354623,0.2642557984445116,0.23911484747967812,0.13936873881574546,0.06288504698102346,0.04550865710888833,0.018825151418548826,0.01613739631590384,0.0032437726478995853,0.002109039584921686,0.0006072708418466229,0.0 -33,GLM_grid_1_AutoML_20190421_193027_model_1,1.0,0.9972037180801214,0.8080881133251931,0.7513442577743596,0.6557905209053693,0.5843256362517915,0.5820039171631601,0.5465844888657325,0.5465844888123271,0.5363356229828524,0.504322900731093,0.4168516738042035,0.37688280116553957,0.34530941315958463,0.17721263615384603,0.08432987377505967,0.06672003292471182,0.02594975616749298 -34,XGBoost_grid_1_AutoML_20190421_193027_model_5,1.0,0.9311375607560775,0.8221022755144908,0.2168486189122715,0.12804798161398342,0.12253135064399709,0.10132946386208226,0.10089593407756577,0.06855214005462268,0.057018764022994904,0.05004941588504406,0.04462926739295488,0.040016512504425214,0.01617090236842971,0.011589065527773328,0.011438210982622203,0.009952782044766052,0.0012536844690471795 -35,XGBoost_grid_1_AutoML_20190421_193027_model_8,1.0,0.4046064757493189,0.12425016214824679,0.1219594204845651,0.05181726513225435,0.023872696454413967,0.017623823316928317,0.0008041664601403988,,,,,,,,,, diff --git a/DB/result/sql/View1.sql b/DB/result/sql/View1.sql new file mode 100644 index 0000000..33c3d4e --- /dev/null +++ b/DB/result/sql/View1.sql @@ -0,0 +1,11 @@ +CREATE + ALGORITHM = UNDEFINED + DEFINER = `root`@`localhost` + SQL SECURITY DEFINER +VIEW `finall`.`case1` AS + SELECT + COUNT(0) AS `COUNT(*)` + FROM + `finall`.`model` `m` + WHERE + (`m`.`Type` = 'DL') \ No newline at end of file diff --git a/DB/result/sql/View2.sql b/DB/result/sql/View2.sql new file mode 100644 index 0000000..4b7495c --- /dev/null +++ b/DB/result/sql/View2.sql @@ -0,0 +1,13 @@ +CREATE + ALGORITHM = UNDEFINED + DEFINER = `root`@`localhost` + SQL SECURITY DEFINER +VIEW `finall`.`case2` AS + SELECT + `mm`.`ID` AS `ID`, + `mm`.`Model_name` AS `Model_name`, + `dl`.`standardize` AS `standardize` + FROM + (`finall`.`model_metadata` `mm` + JOIN `finall`.`glm_model` `dl` ON ((`mm`.`ID` = `dl`.`Model_id`))) + ORDER BY `mm`.`Model_name` , `mm`.`Run_time` DESC \ No newline at end of file diff --git a/DB/result/sql/View3.sql b/DB/result/sql/View3.sql new file mode 100644 index 0000000..5fe695a --- /dev/null +++ b/DB/result/sql/View3.sql @@ -0,0 +1,18 @@ +CREATE + ALGORITHM = UNDEFINED + DEFINER = `root`@`localhost` + SQL SECURITY DEFINER +VIEW `finall`.`case3` AS + SELECT + `metr`.`ID` AS `ID`, + `metr`.`Model_id` AS `Model_id`, + `mm`.`Model_name` AS `Model_name`, + `mm`.`Run_time` AS `Run_time`, + `metr`.`MSE` AS `MSE` + FROM + (`finall`.`metrices_model` `metr` + JOIN `finall`.`model_metadata` `mm` ON ((`metr`.`Model_id` = `mm`.`ID`))) + WHERE + (`metr`.`Model_id` LIKE 'DL%') + ORDER BY `metr`.`MSE` + LIMIT 20 \ No newline at end of file diff --git a/DB/result/sql/View4.sql b/DB/result/sql/View4.sql new file mode 100644 index 0000000..c6f75e5 --- /dev/null +++ b/DB/result/sql/View4.sql @@ -0,0 +1,11 @@ +CREATE + ALGORITHM = UNDEFINED + DEFINER = `root`@`localhost` + SQL SECURITY DEFINER +VIEW `finall`.`case4` AS + SELECT + AVG(`mm`.`RMSE`) AS `GLM_AVERAGE_rmse` + FROM + `finall`.`metrices_model` `mm` + WHERE + (`mm`.`Model_id` LIKE 'DRF%') \ No newline at end of file diff --git a/DB/result/sql/function1.sql b/DB/result/sql/function1.sql new file mode 100644 index 0000000..fa38d9a --- /dev/null +++ b/DB/result/sql/function1.sql @@ -0,0 +1,10 @@ +CREATE DEFINER=`root`@`localhost` FUNCTION `Type_Max_Get_Max_MAE_In_Metrices_Model`(Enter VARCHAR(50)) RETURNS varchar(500) CHARSET utf8 +BEGIN + + DECLARE namemodel VARCHAR(500); + + SELECT max(MAE) INTO namemodel FROM Metrices_Model + where Enter = "max"; + + RETURN namemodel; +END \ No newline at end of file diff --git a/DB/result/sql/function2.sql b/DB/result/sql/function2.sql new file mode 100644 index 0000000..506c695 --- /dev/null +++ b/DB/result/sql/function2.sql @@ -0,0 +1,9 @@ +CREATE DEFINER=`root`@`localhost` FUNCTION `get_Deep_learning_model_Epochs`(id int) RETURNS varchar(500) CHARSET utf8 +BEGIN + DECLARE a varchar(500); + -- DECLARE b BIGINT; + SELECT epochs INTO a FROM Deep_learning_model + WHERE ID = id limit 1; + +RETURN (a); +END \ No newline at end of file diff --git a/DB/result/sql/function3.sql b/DB/result/sql/function3.sql new file mode 100644 index 0000000..015b062 --- /dev/null +++ b/DB/result/sql/function3.sql @@ -0,0 +1,8 @@ +CREATE DEFINER=`root`@`localhost` FUNCTION `Max_depth_Bigger_Than_Enter_In_XGBoost_Model`(EnteredNum int) RETURNS varchar(50) CHARSET utf8 +BEGIN + DECLARE b BIGINT; + SELECT count(max_depth) INTO b FROM XGBoost_Model + WHERE max_depth > EnteredNum; + +RETURN (b); +END \ No newline at end of file diff --git a/DB/result/sql/function4.sql b/DB/result/sql/function4.sql new file mode 100644 index 0000000..fa38d9a --- /dev/null +++ b/DB/result/sql/function4.sql @@ -0,0 +1,10 @@ +CREATE DEFINER=`root`@`localhost` FUNCTION `Type_Max_Get_Max_MAE_In_Metrices_Model`(Enter VARCHAR(50)) RETURNS varchar(500) CHARSET utf8 +BEGIN + + DECLARE namemodel VARCHAR(500); + + SELECT max(MAE) INTO namemodel FROM Metrices_Model + where Enter = "max"; + + RETURN namemodel; +END \ No newline at end of file diff --git a/DB/result/sql/usecase.sql b/DB/result/sql/usecase.sql new file mode 100644 index 0000000..50cc27f --- /dev/null +++ b/DB/result/sql/usecase.sql @@ -0,0 +1,89 @@ +#1. ------找到最好的model +SELECT me.Model_id, me.RMSE, mm.Model_name, mm.Run_time +FROM Metrices_Model me inner join Model_Metadata mm +ON me.Model_id = mm.ID +order by RMSE desc +LIMIT 1 +; + +# 2. ------同一個model， 不同runtime 的hyper parameter +SELECT mm.ID, mm.Model_name, mm.Run_time, +me.RMSE, +dl. hidden1, hidden2,hidden3,epochs +FROM Model_Metadata mm left join Deep_learning_model dl +ON mm.ID = dl.model_id +JOIN Metrices_Model me +ON dl.model_id = me.Model_id +WHERE mm.ID LIKE "DL%" +ORDER BY mm.Model_name, me.RMSE, mm.Run_time desc +; + +#3. ------同一個 類型 model的average rmse +SELECT avg(mm.RMSE) as GLM_AVERAGE_rmse +FROM Metrices_Model mm +WHERE mm.Model_id LIKE "G%" +; + +# 4. ------高於同一個xg的 avg rmse 的模型name和runtime +SELECT metr.ID, metr.Model_id,mm.Model_name, mm.Run_time, metr.RMSE +FROM Metrices_Model metr INNER JOIN Model_Metadata mm +ON metr.Model_id = mm.ID +WHERE metr.Model_id LIKE "XG%" +HAVING metr.RMSE > ( +SELECT avg(metr.RMSE) +FROM Metrices_Model metr +WHERE metr.Model_id LIKE "XG%" +) +ORDER BY metr.RMSE DESC; + +#5. ---- 2000 秒的model 有幾個 +SELECT COUNT(*) +FROM Model_Metadata mm +WHERE mm.Run_time = 2000 +order BY mm.Run_time +; + + +# 6. ---- dl 模型的top 10 rmse +SELECT metr.ID, metr.Model_id,mm.Model_name, mm.Run_time, metr.RMSE +FROM Metrices_Model metr INNER JOIN Model_Metadata mm +ON metr.Model_id = mm.ID +WHERE metr.Model_id LIKE "XRT%" +ORDER BY metr.RMSE +LIMIT 10; + +#7. ------Whats the range of the learning rate of all the model in the database, + +SELECT +MIN(gm.ntrees) AS min_ntrees, +MAX(gm.ntrees) AS max_ntrees, +MIN(gm.max_depth) AS min_max_depth, +MAX(gm.max_depth) AS max_max_depth +FROM GBM_Model gm; + + +#8 ------ city variable > 0.08 的 +SELECT * +FROM percentage pp +having pp.city > 0.08 +order by pp.city desc; + +# 9 -------- To find all the runtime of a Dataset +SELECT distinct mm.Run_time +from Model_Metadata mm +order by mm.Run_time; + + +# 10 --------- 有那幾種model type， 每一個model type 的數量和最佳 rmse +SELECT mo.TYPE AS MODEL_TYPE, COUNT(*) AS AMOUNT, MAX(me.RMSE) AS BEST_RMSE +FROM Model_Metadata mm, Model mo, Metrices_Model me +WHERE mm.Model_name = mo.Model_name AND mm.ID = me.Model_id +GROUP BY mo.type +ORDER BY max(me.RMSE) desc +; + + + + + + diff --git a/DB/~$presentation1.pptx b/DB/~$presentation1.pptx deleted file mode 100644 index cfdd0a9..0000000 Binary files a/DB/~$presentation1.pptx and /dev/null differ diff --git a/DS/H2O.ipynb b/DS/H2O.ipynb index 1c352ca..31d3ba0 100644 --- a/DS/H2O.ipynb +++ b/DS/H2O.ipynb @@ -28,27 +28,842 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", + "#data_path=None\n", + "all_variables=None\n", + "test_path=None\n", "\n", - "import warnings\n", - "import matplotlib.cbook\n", - "warnings.filterwarnings(\"ignore\", category = matplotlib.cbook.mplDeprecation)" + "nthreads=1 \n", + "min_mem_size=6 \n", + "classification=False\n", + "scale=False\n", + "max_models=9 \n", + "model_path=None\n", + "balance_y=False \n", + "balance_threshold=0.2\n", + "name=None \n", + "\n", + "analysis=0" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1\n" + ] + } + ], "source": [ - "target='transaction_real_price'" + "pct_memory=0.5\n", + "virtual_memory=psutil.virtual_memory()\n", + "min_mem_size=int(round(int(pct_memory*virtual_memory.available)/1073741824,0))\n", + "print(min_mem_size)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, + "outputs": [], + "source": [ + "target = 'transaction_real_price'\n", + "project = 'hyper'\n", + "data_path = '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv'\n", + "#root_path = '/Users/bonnie/6105/project/DS/project/results/'\n", + "server_path='/Users/bonnie/6105/project/DS/project/results' " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "## metadata\n", + "def alphabet(n): \n", + " alpha='abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ' \n", + " str=''\n", + " r=len(alpha)-1 \n", + " while len(str) < n :\n", + " i=random.randint(0,r)\n", + " str+=alpha[i] \n", + " return str\n", + "\n", + "def set_meta_data(analysis,run_id,server,data,test,model_path,target,run_time,\n", + " classification,scale,model,balance,balance_threshold,name,\n", + " path,nthreads,min_mem_size,X, Variable_type):\n", + " meta_data={} \n", + " meta_data['start_time'] = time.time()\n", + " meta_data['target']=target\n", + " meta_data['server_path']=server\n", + " meta_data['data_path']=data \n", + " meta_data['test_path']=test\n", + " meta_data['max_models']=model\n", + " meta_data['run_time']=run_time\n", + " meta_data['run_id'] =run_id\n", + " meta_data['scale']=scale\n", + " meta_data['classification']=classification\n", + " meta_data['scale']=False\n", + " meta_data['model_path']=model_path\n", + " meta_data['balance']=balance\n", + " meta_data['balance_threshold']=balance_threshold\n", + " meta_data['project'] =name\n", + " meta_data['end_time'] = time.time()\n", + " meta_data['execution_time'] = 0.0\n", + " meta_data['run_path'] =path\n", + " meta_data['nthreads'] = nthreads\n", + " meta_data['min_mem_size'] = min_mem_size\n", + " meta_data['analysis'] = analysis\n", + " meta_data['X']=X\n", + " meta_data['variables']=Variable_type\n", + "\n", + " return meta_data\n", + " \n", + "\n", + "def get_types(df):\n", + " d={}\n", + " for key, val in df.types.items():\n", + " d[key]=val \n", + " return d \n", + "\n", + "def mkdir(path, name):\n", + " exist = os.path.exists(path)\n", + " if not exist: \n", + " os.makedirs(path) \n", + " print ('--- create new folder',name, ' ---')\n", + " \n", + " else:\n", + " print (\"--- \", name, \" existed ---\")\n", + " \n", + "def create_folder(path, name):\n", + " exist = os.path.exists(path)\n", + " if not exist: \n", + " os.makedirs(path) \n", + " print ('--- create new folder',name, ' ---')\n", + " \n", + " else:\n", + " print (\"--- \", name, \" existed ---\")\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "\n", + "def get_leaderBoard(runtime):\n", + " aml = H2OAutoML(max_runtime_secs=runtime, \n", + " project_name = project)\n", + " aml.train(x=X, y=y, training_frame=df)\n", + " \n", + " board = aml.leaderboard \n", + " print ('get_leaderBoard done')\n", + " return board\n", + "\n", + "def board_to_csv(board):\n", + " board_csv = board.as_data_frame() \n", + " system_date = datetime.date.today()\n", + " board_csv['system_date'] = system_date\n", + " board_csv['runtime'] = runtime\n", + " \n", + " name = 'leaderboard'\n", + " file = os.path.join(run_path,name)\n", + " mkdir(file, name) \n", + " \n", + " path = file + '/leaderboard'+'_'+run_id+'.csv'\n", + " board_csv.to_csv(path, sep=',')\n", + " \n", + " print ('board_to_csv done')\n", + " return board_csv \n", + "\n", + "\n", + "def get_BestModel(board_csv):\n", + " id = board_csv['model_id'][0]\n", + " best_model = h2o.get_model(id)\n", + " return best_model \n", + "\n", + "\n", + "def get_modelList(board_csv):\n", + " model_list = []\n", + " for index, row in board_csv.iterrows(): \n", + " model_list.append(row['model_id'])\n", + " return model_list\n", + "\n", + "\n", + "def get_all_varimp(board_csv):\n", + " model_list = get_modelList(board_csv) \n", + " \n", + " bigSi = []\n", + " bigPe = []\n", + " bigRi = []\n", + " for mid in model_list: \n", + " model = h2o.get_model(mid)\n", + " varimp = model.varimp()\n", + " ri = []\n", + " si = []\n", + " pe = []\n", + " try:\n", + " ri.append(mid)\n", + " si.append(mid)\n", + " pe.append(mid)\n", + " for item in varimp:\n", + " \n", + " name = item[0]\n", + " #print(name)\n", + " rela = item[1]\n", + " scal = item[2]\n", + " perc = item[3]\n", + " ri.append(rela) \n", + " si.append(scal)\n", + " pe.append(perc)\n", + " bigSi.append(si)\n", + " bigPe.append(pe)\n", + " bigRi.append(ri)\n", + " except:\n", + " pass\n", + " continue\n", + " \n", + " relative_importance = pd.DataFrame(bigRi, columns = [\n", + " 'model_id',\n", + " 'exclusive_use_area',\n", + " 'city',\n", + " 'supply_area',\n", + " 'apartment_building_count_in_sites',\n", + " 'total_parking_capacity_in_site',\n", + " 'room_count',\n", + " 'total_household_count_in_sites',\n", + " 'floor',\n", + " 'bathroom_count',\n", + " 'heat_type_district',\n", + " 'total_household_count_of_area_type',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_type_individual',\n", + " 'heat_fuel_gas',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway',\n", + " 'front_door_structure_corridor',\n", + " 'heat_type_central' \n", + " ])\n", + "\n", + " \n", + " scaled_importance = pd.DataFrame(bigSi, columns = [\n", + " 'model_id',\n", + " 'exclusive_use_area',\n", + " 'city',\n", + " 'supply_area',\n", + " 'apartment_building_count_in_sites',\n", + " 'total_parking_capacity_in_site',\n", + " 'room_count',\n", + " 'total_household_count_in_sites',\n", + " 'floor',\n", + " 'bathroom_count',\n", + " 'heat_type_district',\n", + " 'total_household_count_of_area_type',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_type_individual',\n", + " 'heat_fuel_gas',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway',\n", + " 'front_door_structure_corridor',\n", + " 'heat_type_central', \n", + " ])\n", + " \n", + " percentage = pd.DataFrame(bigPe, columns = [\n", + " 'model_id',\n", + " 'exclusive_use_area',\n", + " 'city',\n", + " 'supply_area',\n", + " 'apartment_building_count_in_sites',\n", + " 'total_parking_capacity_in_site',\n", + " 'room_count',\n", + " 'total_household_count_in_sites',\n", + " 'floor',\n", + " 'bathroom_count',\n", + " 'heat_type_district',\n", + " 'total_household_count_of_area_type',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_type_individual',\n", + " 'heat_fuel_gas',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway',\n", + " 'front_door_structure_corridor',\n", + " 'heat_type_central', \n", + " ])\n", + " \n", + " name = 'varimp'\n", + " file = os.path.join(run_path,name)\n", + " mkdir(file, name) \n", + " \n", + " \n", + " path1 = file+'/varimp_relative_importance'+'_'+run_id+'.csv'\n", + " relative_importance.to_csv(path1, sep=',')\n", + " \n", + " \n", + " path2 = file+'/varimp_scaled_importance'+'_'+run_id+'.csv'\n", + " scaled_importance.to_csv(path2, sep=',')\n", + " \n", + " path3 = file+'/varimp_percentage'+'_'+run_id+'.csv'\n", + " percentage.to_csv(path3, sep=',')\n", + " print('all varimp done')\n", + " return percentage \n", + "\n", + "def get_DL_params(board_csv, model_list, name): \n", + "\n", + " all_params = []\n", + " \n", + " for i in model_list: \n", + " dqw = int(i)\n", + " idg = board_csv['model_id'][dqw]\n", + " \n", + " \n", + " \n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + " \n", + " model_id = params['model_id']['actual']['name']\n", + " \n", + " if 'l2' in params:\n", + " l2= params['l2']['actual']\n", + " else:\n", + " l2 = 'None'\n", + " print(' l2 not exist')\n", + " \n", + " l1= params['l1']['actual'] \n", + " \n", + " \n", + " \n", + " \n", + " max_w2= params['max_w2']['actual'] \n", + " momentum_ramp= params['momentum_ramp']['actual'] \n", + " momentum_stable= params['momentum_stable']['actual'] \n", + " momentum_start= params['momentum_start']['actual'] \n", + " rate_annealing= params['rate_annealing']['actual'] \n", + " rate= params['rate']['actual'] \n", + " adaptive_rate= params['adaptive_rate']['actual'] \n", + " score_duty_cycle= params['score_duty_cycle']['actual'] \n", + " score_validation_samples= params['score_validation_samples']['actual'] \n", + " epochs= params['epochs']['actual'] \n", + " hidden= params['hidden']['actual'] \n", + " overwrite_with_best_model= params['overwrite_with_best_model']['actual'] \n", + " \n", + " params_GLM = { \n", + " 'model_id': model_id, \n", + " 'overwrite_with_best_model' : overwrite_with_best_model,\n", + " 'hidden' : hidden,\n", + " 'epochs' : epochs,\n", + " 'score_validation_samples' : score_validation_samples,\n", + " 'score_duty_cycle' : score_duty_cycle,\n", + " 'adaptive_rate' : adaptive_rate,\n", + " 'rate' : rate,\n", + " 'rate_annealing' : rate_annealing, \n", + " 'momentum_start' : momentum_start,\n", + " 'momentum_stable' : momentum_stable,\n", + " 'momentum_ramp' : momentum_ramp,\n", + " 'l1' : l1,\n", + " 'l2' : l2,\n", + " 'max_w2' : max_w2,\n", + " }\n", + " \n", + " all_params.append(params_GLM) \n", + " \n", + " print ('HP done') \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + " 'model_id', \n", + " 'overwrite_with_best_model', \n", + " 'hidden', \n", + " 'epochs', \n", + " 'score_validation_samples', \n", + " 'score_duty_cycle', \n", + " 'adaptive_rate', \n", + " 'rate', \n", + " 'rate_annealing', \n", + " 'momentum_start', \n", + " 'momentum_stable', \n", + " 'momentum_ramp', \n", + " 'l1', \n", + " 'l2', \n", + " 'max_w2', \n", + " ])\n", + " \n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " mkdir(file, name)\n", + " \n", + "\n", + " path = file+ '/hyperparameter'+'_DL_'+run_id+'.csv'\n", + "\n", + " df.to_csv(path, sep=',')\n", + " print ('HP_to_csv done')\n", + " return df\n", + "\n", + " \n", + "def get_XG_params(board_csv, model_list, name): \n", + "\n", + " all_params = [] \n", + " for i in model_list: \n", + " dqw = int(i) \n", + " idg = board_csv['model_id'][dqw] \n", + " \n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + "\n", + " model_id = params['model_id']['actual']['name']\n", + " reg_alpha= params['reg_alpha']['actual'] \n", + " reg_lambda= params['reg_lambda']['actual'] \n", + " booster= params['booster']['actual'] \n", + " col_sample_rate_per_tree= params['col_sample_rate_per_tree']['actual'] \n", + " col_sample_rate= params['col_sample_rate']['actual'] \n", + " sample_rate= params['sample_rate']['actual'] \n", + " min_sum_hessian_in_leaf= params['min_sum_hessian_in_leaf']['actual'] \n", + " min_rows= params['min_rows']['actual'] \n", + " max_depth= params['max_depth']['actual'] \n", + " ntrees= params['ntrees']['actual'] \n", + " \n", + " params_GLM = { \n", + " 'model_id': model_id, \n", + " 'ntrees' : ntrees, \n", + " 'max_depth' : max_depth, \n", + " 'min_rows' : min_rows,\n", + " 'min_sum_hessian_in_leaf' : min_sum_hessian_in_leaf,\n", + " 'sample_rate' : sample_rate, \n", + " 'col_sample_rate' : col_sample_rate,\n", + " 'col_sample_rate_per_tree' : col_sample_rate_per_tree,\n", + " 'booster' : booster,\n", + " 'reg_lambda' : reg_lambda,\n", + " 'reg_alpha' : reg_alpha\n", + " }\n", + " all_params.append(params_GLM) \n", + " print ('HP done')\n", + " \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + " 'model_id' , 'ntrees',\n", + " 'max_depth', 'min_rows' ,\n", + " 'min_sum_hessian_in_leaf', \n", + " 'sample_rate',\n", + " 'col_sample_rate' ,\n", + " 'col_sample_rate_per_tree' , \n", + " 'booster' ,\n", + " 'reg_lambda' ,\n", + " 'reg_alpha' ])\n", + " \n", + "\n", + " \n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " \n", + " path = file+ '/hyperparameter'+'_XGBoost_'+run_id+'.csv'\n", + " df.to_csv(path, sep=',')\n", + " \n", + " print ('HP_to_csv done')\n", + "\n", + " return df\n", + "\n", + "def get_DRF_params(board_csv, model_list, name): \n", + "\n", + " all_params = []\n", + " \n", + " \n", + " for i in model_list: \n", + " \n", + " dqw = int(i)\n", + " \n", + " idg = board_csv['model_id'][dqw]\n", + " \n", + " \n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + " \n", + " \n", + " model_id = params['model_id']['actual']['name']\n", + " stopping_tolerance= params['stopping_tolerance']['actual'] \n", + " seed= params['seed']['actual'] \n", + " score_each_iteration= params['score_each_iteration']['actual'] \n", + " stopping_rounds= params['stopping_rounds']['actual'] \n", + " max_depth= params['max_depth']['actual'] \n", + " ntrees= params['ntrees']['actual'] \n", + " min_rows= params['min_rows']['actual'] \n", + " max_after_balance_size= params['max_after_balance_size']['actual'] \n", + " class_sampling_factors= params['class_sampling_factors']['actual'] \n", + " balance_classes= params['balance_classes']['actual'] \n", + " \n", + " params_common = {\n", + " 'model_id': model_id,\n", + " 'balance_classes' : balance_classes,\n", + " 'class_sampling_factors' : class_sampling_factors,\n", + " 'max_after_balance_size' : max_after_balance_size,\n", + " 'min_rows' : min_rows,\n", + " 'ntrees' : ntrees,\n", + " 'max_depth' : max_depth,\n", + " 'stopping_rounds' : stopping_rounds,\n", + " 'score_each_iteration' : score_each_iteration, \n", + " 'stopping_tolerance' : stopping_tolerance,\n", + " 'seed' : seed\n", + " }\n", + " all_params.append(params_common) \n", + " \n", + " print ('HP done')\n", + " \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + " 'model_id' , \n", + " 'balance_classes' ,\n", + " 'class_sampling_factors' ,\n", + " 'max_after_balance_size' , \n", + " 'min_rows' , \n", + " 'ntrees' , \n", + " 'max_depth' , \n", + " 'stopping_rounds' ,\n", + " 'score_each_iteration' ,\n", + " 'stopping_tolerance' , \n", + " 'seed' ,\n", + " ])\n", + "\n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " \n", + "\n", + " path = file+ '/hyperparameter'+'_DRF_'+run_id+'.csv'\n", + " df.to_csv(path, sep=',')\n", + " \n", + " print ('HP_to_csv done')\n", + "\n", + " return df\n", + "\n", + "\n", + "def get_XRT_params(board_csv, model_list, name): \n", + "\n", + " all_params = []\n", + " \n", + " \n", + " for i in model_list: \n", + " \n", + " dqw = int(i)\n", + " \n", + " idg = board_csv['model_id'][dqw]\n", + " \n", + " \n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + " \n", + " model_id = params['model_id']['actual']['name']\n", + " \n", + " stopping_tolerance= params['stopping_tolerance']['actual'] \n", + " \n", + " seed= params['seed']['actual'] \n", + " \n", + " score_each_iteration= params['score_each_iteration']['actual'] \n", + " \n", + " stopping_rounds= params['stopping_rounds']['actual'] \n", + " \n", + " max_depth= params['max_depth']['actual'] \n", + " \n", + " ntrees= params['ntrees']['actual'] \n", + " min_rows= params['min_rows']['actual'] \n", + " \n", + " \n", + " max_after_balance_size= params['max_after_balance_size']['actual'] \n", + " \n", + " \n", + " class_sampling_factors= params['class_sampling_factors']['actual'] \n", + " \n", + " \n", + " balance_classes= params['balance_classes']['actual'] \n", + "\n", + " \n", + " \n", + " params_common = {\n", + " 'model_id': model_id,\n", + " 'balance_classes' : balance_classes,\n", + " 'class_sampling_factors' : class_sampling_factors,\n", + " 'max_after_balance_size' : max_after_balance_size,\n", + " 'min_rows' : min_rows,\n", + " 'ntrees' : ntrees,\n", + " 'max_depth' : max_depth,\n", + " 'stopping_rounds' : stopping_rounds,\n", + " 'score_each_iteration' : score_each_iteration, \n", + " 'stopping_tolerance' : stopping_tolerance,\n", + " 'seed' : seed\n", + " }\n", + " \n", + " all_params.append(params_common) \n", + " \n", + " print ('HP done')\n", + " \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + " 'model_id' , \n", + " 'balance_classes' , \n", + " 'class_sampling_factors' , \n", + " 'max_after_balance_size' , \n", + " 'min_rows' , \n", + " 'ntrees' , \n", + " 'max_depth' , \n", + " 'stopping_rounds' , \n", + " 'score_each_iteration' , \n", + " 'stopping_tolerance' , \n", + " 'seed' ,\n", + " ])\n", + "\n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " \n", + " \n", + " path = file + '/hyperparameter'+'_XRT_'+run_id+'.csv'\n", + " df.to_csv(path, sep=',')\n", + " \n", + " print ('HP_to_csv done')\n", + "\n", + " return df\n", + "\n", + "\n", + "\n", + "def get_GBM_params(board_csv, model_list, name): \n", + "\n", + " all_params = []\n", + " \n", + " for i in model_list: \n", + " \n", + " dqw = int(i)\n", + " \n", + " idg = board_csv['model_id'][dqw]\n", + "\n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + " \n", + "\n", + " \n", + " \n", + " \n", + " model_id = params['model_id']['actual']['name']\n", + " \n", + " if 'stopping_rounds' in params:\n", + " stopping_rounds= params['stopping_rounds']['actual']\n", + " else:\n", + " stopping_rounds = 'None'\n", + " print('stopping_rounds not exist')\n", + " \n", + " if 'stopping_metric' in params:\n", + " stopping_metric= params['stopping_metric']['actual']\n", + " \n", + " else:\n", + " stopping_metric = 'None'\n", + " print('stopping_metric not exist')\n", + " \n", + " if 'stopping_tolerance' in params:\n", + " stopping_tolerance= params['stopping_tolerance']['actual']\n", + " else:\n", + " stopping_tolerance = 'None'\n", + " print('topping_tolerance not exist')\n", + " \n", + " if 'col_sample_rate' in params:\n", + " col_sample_rate= params['col_sample_rate']['actual'] \n", + " else:\n", + " col_sample_rate = 'None'\n", + " print('col_sample_rate not exist') \n", + " \n", + " if 'sample_rate' in params:\n", + " sample_rate= params['sample_rate']['actual'] \n", + " else:\n", + " sample_rate = 'None'\n", + " print(' sample_rate not exist') \n", + " \n", + " if 'max_depth' in params:\n", + " max_depth= params['max_depth']['actual'] \n", + " else:\n", + " max_depth = 'None'\n", + " print(' max_depth not exist') \n", + " \n", + " if 'learn_rate' in params:\n", + " learn_rate= params['learn_rate']['actual'] \n", + " else:\n", + " learn_rate = 'None'\n", + " print(' learn_rate not exist') \n", + " \n", + " if 'ntrees' in params:\n", + " ntrees= params['ntrees']['actual'] \n", + " else:\n", + " ntrees = 'None'\n", + " print(' ntrees not exist') \n", + " \n", + " seed= params['seed']['actual'] \n", + " \n", + " \n", + " score_each_iteration= params['score_each_iteration']['actual'] \n", + " \n", + " params_common = {\n", + " 'model_id': model_id,\n", + " 'ntrees' : ntrees,\n", + " 'learn_rate' : learn_rate,\n", + " 'max_depth' : max_depth,\n", + " 'sample_rate' : sample_rate,\n", + " 'col_sample_rate' : col_sample_rate,\n", + " 'score_each_iteration' : score_each_iteration,\n", + " 'seed' : seed,\n", + "\n", + " 'stopping_rounds' : stopping_rounds, \n", + " 'stopping_metric' : stopping_metric,\n", + " 'stopping_tolerance' : stopping_tolerance\n", + " }\n", + " \n", + " \n", + " all_params.append(params_common) \n", + " \n", + " print ('HP done')\n", + " \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + " 'model_id' , \n", + " 'ntrees' , \n", + " 'learn_rate' , \n", + " 'max_depth' , \n", + " 'sample_rate' , \n", + " 'col_sample_rate' , \n", + " 'score_each_iteration' , \n", + " 'seed' , \n", + " 'stopping_rounds' , \n", + " 'stopping_metric' , \n", + " 'stopping_tolerance' \n", + " ])\n", + "\n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " \n", + " path = file + '/hyperparameter'+'_GBM_'+run_id+'.csv'\n", + " df.to_csv(path, sep=',')\n", + " \n", + " print ('HP_to_csv done')\n", + "\n", + " return df\n", + "\n", + "\n", + " \n", + "\n", + "def get_GLM_params(board_csv, model_list, name): \n", + "\n", + " all_params = []\n", + " \n", + " for i in model_list: \n", + " dqw = int(i)\n", + " idg = board_csv['model_id'][dqw]\n", + " \n", + " \n", + " \n", + " model = h2o.get_model(idg)\n", + " params = model.params \n", + " \n", + " model_id = params['model_id']['actual']['name']\n", + " \n", + "\n", + " \n", + " standardize= params['standardize']['actual'] \n", + " \n", + " missing_values_handling= params['missing_values_handling']['actual'] \n", + " \n", + " lambda1 = params['lambda']['actual'] \n", + " \n", + " alpha= params['alpha']['actual'] \n", + " tweedie_link_power= params['tweedie_link_power']['actual'] \n", + " \n", + " tweedie_variance_power= params['tweedie_variance_power']['actual'] \n", + " \n", + " seed= params['seed']['actual'] \n", + " \n", + " \n", + " params_GLM = { \n", + "\n", + "\n", + "\n", + "\n", + " 'model_id': model_id, \n", + " 'seed': seed, \n", + " \n", + " 'tweedie_variance_power': tweedie_variance_power, \n", + " \n", + " 'tweedie_link_power': tweedie_link_power, \n", + " 'alpha': alpha, \n", + " 'lambda': lambda1, \n", + " \n", + " 'missing_values_handling': missing_values_handling, \n", + " 'standardize': standardize, \n", + " \n", + " }\n", + " \n", + " all_params.append(params_GLM) \n", + " \n", + " print ('HP done')\n", + " \n", + " df = pd.DataFrame(all_params, \n", + " columns = [\n", + "'model_id' ,\n", + "'seed' ,\n", + "'tweedie_variance_power' ,\n", + "'tweedie_link_power' ,\n", + "'alpha' ,\n", + "'lambda' ,\n", + "'missing_values_handling' ,\n", + "'standardize' , \n", + " ])\n", + "\n", + " \n", + " name = 'hyperparameter'\n", + " file = os.path.join(run_path,name)\n", + " \n", + "\n", + " path = file+ '/hyperparameter'+'_GLM_'+run_id+'.csv'\n", + " df.to_csv(path, sep=',')\n", + " \n", + " print ('HP_to_csv done')\n", + "\n", + " return df\n", + "\n", + "\n", + "def get_every_params(board_csv):\n", + " \n", + " model_list = get_modelList(board_csv)\n", + " for i in model_list:\n", + " print(i)\n", + " param = []\n", + " model = h2o.get_model(i)\n", + " paramItem = model.params\n", + " param.append(paramItem)\n", + "\n", + " \n", + " name = 'param'\n", + " file = os.path.join(run_path,name)\n", + " mkdir(file, name) \n", + " \n", + " \n", + " path = file + '/param_' + run_id +'_'+ i + '.json'\n", + " with open (path, 'w') as f :\n", + " json.dump(param, f)\n", + " \n", + "def get_best_models (best_models, model_set):\n", + " best = []\n", + " for i in best_models:\n", + " model = model_set[i]\n", + " best.append(model)\n", + " return best \n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -58,9 +873,9 @@ "Attempting to start a local H2O server...\n", " Java Version: java version \"1.8.0_191\"; Java(TM) SE Runtime Environment (build 1.8.0_191-b12); Java HotSpot(TM) 64-Bit Server VM (build 25.191-b12, mixed mode)\n", " Starting server from /Users/bonnie/anaconda3/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar\n", - " Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df\n", - " JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df/h2o_bonnie_started_from_python.out\n", - " JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df/h2o_bonnie_started_from_python.err\n", + " Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr\n", + " JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr/h2o_bonnie_started_from_python.out\n", + " JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr/h2o_bonnie_started_from_python.err\n", " Server is running at http://127.0.0.1:54321\n", "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n" ] @@ -77,9 +892,9 @@ "H2O cluster version:\n", "3.24.0.1\n", "H2O cluster version age:\n", - "15 days \n", + "24 days \n", "H2O cluster name:\n", - "H2O_from_python_bonnie_lh008k\n", + "H2O_from_python_bonnie_lkwcy3\n", "H2O cluster total nodes:\n", "1\n", "H2O cluster free memory:\n", @@ -107,8 +922,8 @@ "H2O cluster timezone: America/New_York\n", "H2O data parsing timezone: UTC\n", "H2O cluster version: 3.24.0.1\n", - "H2O cluster version age: 15 days\n", - "H2O cluster name: H2O_from_python_bonnie_lh008k\n", + "H2O cluster version age: 24 days\n", + "H2O cluster name: H2O_from_python_bonnie_lkwcy3\n", "H2O cluster total nodes: 1\n", "H2O cluster free memory: 1.778 Gb\n", "H2O cluster total cores: 4\n", @@ -132,8 +947,10 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, + "execution_count": 11, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stdout", @@ -144,12 +961,12 @@ } ], "source": [ - "df = h2o.import_file(path = 'data/trainPriceCleaned.csv')" + "df = h2o.import_file(path = data_path)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "metadata": { "scrolled": true }, @@ -158,7 +975,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Rows:4465\n", + "Rows:7420\n", "Cols:19\n", "\n", "\n" @@ -169,26 +986,26 @@ "text/html": [ "\n", "\n", - "\n", + "\n", "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "\n", "
transaction_real_price city exclusive_use_area floor total_parking_capacity_in_site total_household_count_in_sites apartment_building_count_in_sites supply_area total_household_count_of_area_type room_count bathroom_count heat_fuel_cogeneration heat_fuel_gas heat_type_central heat_type_district heat_type_individual front_door_structure_corridor front_door_structure_mixed front_door_structure_stairway
transaction_real_price city exclusive_use_area floor total_parking_capacity_in_site total_household_count_in_sites apartment_building_count_in_sites supply_area total_household_count_of_area_type room_count bathroom_count heat_fuel_cogeneration heat_fuel_gas heat_type_central heat_type_district heat_type_individual front_door_structure_corridor front_door_structure_mixed front_door_structure_stairway
type int int real int int int int real int int int int int int int int int int int
mins 15150000.0 0.0 23.32 1.0 0.0 100.0 1.0 25.52 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
mean 407325225.0839865 0.6326987681970885 78.98916750279955 10.4783874580067181358.196640537514 1205.4591265397537 13.059350503919374 101.8436640537514302.55341545352746 2.93930571108622641.59798432250839870.23829787234042554 0.76170212765957450.084210526315789470.23852183650615902 0.6772676371780515 0.26382978723404255 0.01702127659574468 0.7191489361702128
maxs 3878340000.0 1.0 244.8647 59.0 9766.0 6864.0 124.0 309.36 2960.0 6.0 3.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
sigma 316990725.1286814 0.4821235275767159527.536207663209645 7.258355776752853 1511.328449626355 1147.2439103271977 14.478395659958464 32.50384704917918342.17734963028045 0.64663310654941350.50298879535113390.4260899642891898 0.42608996428918980.277734386348716330.42622747160873403 0.4675736829724452 0.4407574610598276 0.12936499080697303 0.4494652253397927
zeros 0 1640 0 0 5 0 0 0 54 8 8 3401 1064 4089 3400 1441 3287 4389 1254
missing0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 570000000.0 1.0 84.91 15.0 1391.0 1606.0 15.0 104.75 958.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
1 1050000000.0 1.0 84.99 17.0 7876.0 5563.0 65.0 109.35 828.0 3.0 2.0 1.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0
2 586050000.0 0.0 156.7997 13.0 857.0 390.0 4.0 198.7 154.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
3 389370000.0 1.0 84.93 9.0 492.0 455.0 6.0 109.81 78.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
4 1130000000.0 1.0 76.5 6.0 3930.0 3930.0 30.0 112.39 1170.0 3.0 1.0 1.0 0.0 0.0 1.0 0.0 1.0 0.0 0.0
5 128000000.0 0.0 84.92 10.0 225.0 343.0 1.0 125.62 164.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
6 350000000.0 1.0 59.54 26.0 2990.0 2182.0 22.0 76.62 176.0 3.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
7 305000000.0 1.0 84.96 9.0 169.0 165.0 1.0 111.28 60.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
8 315000000.0 1.0 60.054 4.0 635.0 620.0 22.0 81.54 256.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
9 350000000.0 1.0 84.99 6.0 209.0 194.0 2.0 108.79 108.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
type int int real int int int int real int int int int int int int int int int int
mins 28600000.0 0.0 16.396 -4.0 0.0 100.0 1.0 24.96 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
mean 401904324.7978437 0.627762803234501479.57798296091643 10.2812668463611861326.68962264151 1196.5971698113208 12.947035040431269 102.35219946091645297.8854447439353 2.95107816711590231.59501347708894880.22964959568733154 0.7703504043126684 0.085309973045822110.22870619946091644 0.6859838274932615 0.26037735849056604 0.016576819407008087 0.7230458221024259
maxs 4800000000.0 1.0 245.39 67.0 9766.0 6864.0 124.0 330.94 2960.0 6.0 4.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
sigma 314069510.04207134 0.483433721586209427.702214175338888 7.166872728819669 1435.7567760273569 1120.177079019069 14.323069318465302 32.72297213938289 326.5671910815279 0.66544314615196430.50872101872818980.42063583360019435 0.420635833600194350.279361234656427 0.4200279163751083 0.46415412399704764 0.4388700804175143 0.12768800178704753 0.44752380140791603
zeros 0 2762 0 0 1 0 0 0 74 20 20 5716 1704 6787 5723 2330 5488 7297 2055
missing0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 135000000.0 0.0 82.32 4.0 224.0 200.0 8.0 88.51 20.0 3.0 1.0 0.0 1.0 0.0 0.0 1.0 1.0 0.0 0.0
1 145000000.0 0.0 59.948 19.0 1497.0 1280.0 11.0 85.37 168.0 3.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
2 94500000.0 0.0 59.92 14.0 559.0 848.0 3.0 80.44 598.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
3 308000000.0 0.0 84.99 16.0 1573.0 1733.0 13.0 102.69 628.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
4 538000000.0 1.0 59.88 16.0 2173.0 2036.0 19.0 85.12 895.0 3.0 1.0 1.0 0.0 0.0 1.0 0.0 1.0 0.0 0.0
5 1265000000.0 1.0 115.47 3.0 1444.0 1848.0 36.0 143.81 102.0 4.0 2.0 1.0 0.0 0.0 1.0 0.0 1.0 0.0 0.0
6 206000000.0 0.0 84.98 2.0 243.0 170.0 2.0 107.32 54.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
7 1120000000.0 1.0 126.18 7.0 5540.0 5539.0 122.0 161.98 76.0 4.0 2.0 1.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0
8 382000000.0 1.0 84.09 2.0 2366.0 1971.0 28.0 105.32 394.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
9 565000000.0 1.0 59.9 18.0 2776.0 2298.0 27.0 82.54 384.0 3.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
" ] @@ -203,438 +1020,300 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 13, "metadata": { - "scrolled": false + "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n" + "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n", + "target: transaction_real_price\n" ] } ], "source": [ "X = [name for name in df.columns if name != target]\n", - "print(X)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Set target and predictor variables\n", "y = target\n", - "project = 'hyper'" + "\n", + "\n", + "print(X)\n", + "print('target: ', y)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "def get_leaderBoard(runtime):\n", - " aml = H2OAutoML(max_runtime_secs=runtime, \n", - " project_name = project)\n", - " aml.train(x=X, y=y, training_frame=df)\n", - " \n", - " board = aml.leaderboard \n", - " print ('get_leaderBoard done')\n", - " return board" + "Variable_type=get_types(df)\n", + "Variable_type" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MODEL 1 ( 300 ) " ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "def board_to_csv(board, runtime):\n", - " board_csv = board.as_data_frame() \n", - " system_date = datetime.date.today()\n", - " board_csv['system_date'] = system_date\n", - " board_csv['runtime'] = runtime\n", - " print ('board_to_csv done')\n", - " return board_csv " + "runtime = 300" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MhjELnB300\n" + ] + } + ], "source": [ - "def get_modelList(board_csv):\n", - " model_list = []\n", - " for index, row in board_csv.iterrows(): \n", - " model_list.append(row['model_id'])\n", - " return model_list" + "rtime = str(runtime)\n", + "run_id= alphabet(7) + rtime\n", + "\n", + "run_path = os.path.join(server_path,run_id)\n", + "os.mkdir(run_path)\n", + "os.chdir(run_path) \n", + "\n", + "print (run_id)" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "metadata": {}, - "outputs": [], - "source": [ - "def get_all_params(board_csv):\n", - " all_params = []\n", - " model_list = get_modelList(board_csv)\n", - " for i in model_list: \n", - " print (i)\n", - " model = h2o.get_model(i)\n", - " params = model.params \n", - " all_params.append(params)\n", - " print (\"get_all_params done\")\n", - " print ('model_list : ', len(model_list))\n", - " print ('all_params : ', len(all_params))\n", - " return all_params" + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs MhjELnB300_autoh2o_log.zip\n" + ] + } + ], + "source": [ + "logfile=run_id+'_autoh2o_log.zip'\n", + "logs_path=os.path.join(run_path,'logs')\n", + "print(logs_path,' ',logfile)" ] }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], + "execution_count": 19, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'start_time': 1556176588.4232352, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 300, 'run_id': 'MhjELnB300', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556176588.423242, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/MhjELnB300', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n" + ] + } + ], "source": [ - "def get_BestModel(board_csv):\n", - " id = board_csv['model_id'][0]\n", - " best_model = h2o.get_model(id)\n", - " return best_model " + "# meta data\n", + "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n", + " target,runtime,classification,scale,max_models,balance_y,\n", + " balance_threshold,name,run_path,nthreads,min_mem_size,X,\n", + " Variable_type)\n", + "\n", + "\n", + "print(meta_data)" ] }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], + "execution_count": 20, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", + "get_leaderBoard done\n" + ] + } + ], "source": [ - "def get_all_varimp(board_csv):\n", - " model_list = get_modelList(board_csv) \n", - " tup=[]\n", - " gg = 1\n", - " for mid in model_list: \n", - " model = h2o.get_model(mid)\n", - " varimp = model.varimp() \n", - " print(\"tryyyyyyyyyyyyyyyy \", gg)\n", - " gg+= 1\n", - " try:\n", - " for var_item in varimp:\n", - " vv = []\n", - " vv.append(mid) \n", - " ass = [] \n", - " for tit in var_item: \n", - " ass.append(tit) \n", - " item = vv + ass\n", - " tup.append(item) \n", - " \n", - " print('done')\n", - " except: \n", - " print(mid) \n", - " print('pass') \n", - " pass\n", - " continue\n", - "\n", - " new_varimp = pd.DataFrame(tup, columns = ['model_id',\n", - " 'variable', \n", - " 'relative_importance', \n", - " 'scaled_importance',\n", - " 'percentage' \n", - " ]) \n", - " \n", - " return new_varimp" + "model_start_time = time.time()\n", + "leaderBoard = get_leaderBoard(runtime)" ] }, { - "cell_type": "markdown", - "metadata": {}, + "cell_type": "code", + "execution_count": 21, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time for 300 sec = 306.66742992401123\n" + ] + } + ], "source": [ - "# MODEL 1 ( 300 ) " + "execution_time = time.time() - model_start_time\n", + "meta_data['model_execution_time_sec'] = execution_time\n", + "meta_data['model_execution_time'] = time.time() - model_start_time\n", + "print(\"Execution time for \", runtime,\"sec = \",meta_data['model_execution_time_sec'])\n" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 24, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", - "get_leaderBoard done\n", + "--- leaderboard existed ---\n", "board_to_csv done\n", - "GBM_1_AutoML_20190416_015849\n", - "XGBoost_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_1_AutoML_20190416_020809\n", - "XGBoost_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_7\n", - "XGBoost_2_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_2_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_015849_model_7\n", - "GBM_4_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_020809\n", - "GBM_4_AutoML_20190416_020809\n", - "XRT_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_020809\n", - "DRF_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_4\n", - "XRT_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_3_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_2_AutoML_20190416_015849\n", - "DRF_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_015849_model_8\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_9\n", - "XGBoost_3_AutoML_20190416_015849\n", - "XGBoost_3_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_015849_model_11\n", - "GBM_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_9\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_6\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_8\n", - "GBM_grid_1_AutoML_20190416_020809_model_2\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_5\n", - "GBM_grid_1_AutoML_20190416_015849_model_13\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_5_AutoML_20190416_020809\n", - "GBM_5_AutoML_20190416_015849\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_5\n", - "DeepLearning_1_AutoML_20190416_020809\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n", - "DeepLearning_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_020809_model_11\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_10\n", - "GBM_grid_1_AutoML_20190416_020809_model_13\n", - "GBM_grid_1_AutoML_20190416_015849_model_10\n", - "GBM_grid_1_AutoML_20190416_015849_model_12\n", - "GBM_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_8\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_12\n", - "GBM_grid_1_AutoML_20190416_015849_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_14\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "GLM_grid_1_AutoML_20190416_020809_model_1\n", - "GLM_grid_1_AutoML_20190416_015849_model_1\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_4\n", - "get_all_params done\n", - "model_list : 77\n", - "all_params : 77\n", - "tryyyyyyyyyyyyyyyy 1\n", - "done\n", - "tryyyyyyyyyyyyyyyy 2\n", - "done\n", - "tryyyyyyyyyyyyyyyy 3\n", - "done\n", - "tryyyyyyyyyyyyyyyy 4\n", - "done\n", - "tryyyyyyyyyyyyyyyy 5\n", - "done\n", - "tryyyyyyyyyyyyyyyy 6\n", - "done\n", - "tryyyyyyyyyyyyyyyy 7\n", - "done\n", - "tryyyyyyyyyyyyyyyy 8\n", - "done\n", - "tryyyyyyyyyyyyyyyy 9\n", - "done\n", - "tryyyyyyyyyyyyyyyy 10\n", - "done\n", - "tryyyyyyyyyyyyyyyy 11\n", - "done\n", - "tryyyyyyyyyyyyyyyy 12\n", - "done\n", - "tryyyyyyyyyyyyyyyy 13\n", - "done\n", - "tryyyyyyyyyyyyyyyy 14\n", - "done\n", - "tryyyyyyyyyyyyyyyy 15\n", - "done\n", - "tryyyyyyyyyyyyyyyy 16\n", - "done\n", - "tryyyyyyyyyyyyyyyy 17\n", - "done\n", - "tryyyyyyyyyyyyyyyy 18\n", - "done\n", - "tryyyyyyyyyyyyyyyy 19\n", - "done\n", - "tryyyyyyyyyyyyyyyy 20\n", - "done\n", - "tryyyyyyyyyyyyyyyy 21\n", - "done\n", - "tryyyyyyyyyyyyyyyy 22\n", - "done\n", - "tryyyyyyyyyyyyyyyy 23\n", - "done\n", - "tryyyyyyyyyyyyyyyy 24\n", - "done\n", - "tryyyyyyyyyyyyyyyy 25\n", - "done\n", - "tryyyyyyyyyyyyyyyy 26\n", - "done\n", - "tryyyyyyyyyyyyyyyy 27\n", - "done\n", - "tryyyyyyyyyyyyyyyy 28\n", - "done\n", - "tryyyyyyyyyyyyyyyy 29\n", - "done\n", - "tryyyyyyyyyyyyyyyy 30\n", - "done\n", - "tryyyyyyyyyyyyyyyy 31\n", - "done\n", - "tryyyyyyyyyyyyyyyy 32\n", - "done\n", - "tryyyyyyyyyyyyyyyy 33\n", - "done\n", - "tryyyyyyyyyyyyyyyy 34\n", - "done\n", - "tryyyyyyyyyyyyyyyy 35\n", - "done\n", - "tryyyyyyyyyyyyyyyy 36\n", - "done\n", - "tryyyyyyyyyyyyyyyy 37\n", - "done\n", - "tryyyyyyyyyyyyyyyy 38\n", - "done\n", - "tryyyyyyyyyyyyyyyy 39\n", - "done\n", - "tryyyyyyyyyyyyyyyy 40\n", - "done\n", - "tryyyyyyyyyyyyyyyy 41\n", - "done\n", - "tryyyyyyyyyyyyyyyy 42\n", - "done\n", - "tryyyyyyyyyyyyyyyy 43\n", - "done\n", - "tryyyyyyyyyyyyyyyy 44\n", - "done\n", - "tryyyyyyyyyyyyyyyy 45\n", - "done\n", - "tryyyyyyyyyyyyyyyy 46\n", - "done\n", - "tryyyyyyyyyyyyyyyy 47\n", - "done\n", - "tryyyyyyyyyyyyyyyy 48\n", - "done\n", - "tryyyyyyyyyyyyyyyy 49\n", - "done\n", - "tryyyyyyyyyyyyyyyy 50\n", - "done\n", - "tryyyyyyyyyyyyyyyy 51\n", - "done\n", - "tryyyyyyyyyyyyyyyy 52\n", - "done\n", - "tryyyyyyyyyyyyyyyy 53\n", - "done\n", - "tryyyyyyyyyyyyyyyy 54\n", - "done\n", - "tryyyyyyyyyyyyyyyy 55\n", - "done\n", - "tryyyyyyyyyyyyyyyy 56\n", - "done\n", - "tryyyyyyyyyyyyyyyy 57\n", - "done\n", - "tryyyyyyyyyyyyyyyy 58\n", - "done\n", - "tryyyyyyyyyyyyyyyy 59\n", - "done\n", - "tryyyyyyyyyyyyyyyy 60\n", - "done\n", - "tryyyyyyyyyyyyyyyy 61\n", - "done\n", - "tryyyyyyyyyyyyyyyy 62\n", - "done\n", - "tryyyyyyyyyyyyyyyy 63\n", - "done\n", - "tryyyyyyyyyyyyyyyy 64\n", - "done\n", - "tryyyyyyyyyyyyyyyy 65\n", - "done\n", - "tryyyyyyyyyyyyyyyy 66\n", - "done\n", - "tryyyyyyyyyyyyyyyy 67\n", - "done\n", - "tryyyyyyyyyyyyyyyy 68\n", - "done\n", - "tryyyyyyyyyyyyyyyy 69\n", - "done\n", - "tryyyyyyyyyyyyyyyy 70\n", - "done\n", - "tryyyyyyyyyyyyyyyy 71\n", - "done\n", + "GBM_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_6\n", + "--- param existed ---\n", + "GBM_5_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DeepLearning_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_5\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_4\n", + "--- param existed ---\n", + "StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "--- param existed ---\n", + "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n" + ] + } + ], + "source": [ + "board_csv = board_to_csv(leaderBoard)\n", + "\n", + "every_params = get_every_params(board_csv)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 72\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 73\n", - "done\n", - "tryyyyyyyyyyyyyyyy 74\n", - "done\n", "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 75\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 76\n", - "done\n", - "tryyyyyyyyyyyyyyyy 77\n", - "done\n" + "--- varimp existed ---\n", + "all varimp done\n" ] } ], "source": [ - "runtime = 300\n", - "leaderBoard = get_leaderBoard(runtime)\n", - "\n", - "board_csv = board_to_csv(leaderBoard, runtime)\n", - "board_csv.to_csv('result/300/leaderboard.csv', sep='\\t')\n", - "\n", - "params = get_all_params(board_csv)\n", - "with open('result/300/params.json', 'w') as f:\n", - " json.dump(params, f)\n", - " \n", - "all_varimp = get_all_varimp(board_csv) \n", - "all_varimp.to_csv('result/300/all_varimp.csv', sep='\\t')" + "all_varimp = get_all_varimp(board_csv) " ] }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, + "execution_count": 29, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", @@ -643,26 +1322,26 @@ "Model Details\n", "=============\n", "H2OGradientBoostingEstimator : Gradient Boosting Machine\n", - "Model Key: GBM_1_AutoML_20190416_015849\n", + "Model Key: GBM_1_AutoML_20190425_031629\n", "\n", "\n", "ModelMetricsRegression: gbm\n", "** Reported on train data. **\n", "\n", - "MSE: 9064188861621198.0\n", - "RMSE: 95206033.74587767\n", - "MAE: 67496135.99104144\n", - "RMSLE: 0.25946421720441404\n", - "Mean Residual Deviance: 9064188861621198.0\n", + "MSE: 9907858772325502.0\n", + "RMSE: 99538227.6933114\n", + "MAE: 70134015.06199461\n", + "RMSLE: 0.26668555392680143\n", + "Mean Residual Deviance: 9907858772325502.0\n", "\n", "ModelMetricsRegression: gbm\n", "** Reported on cross-validation data. **\n", "\n", - "MSE: 2.5146739460939084e+16\n", - "RMSE: 158577235.00218776\n", - "MAE: 96028946.28873461\n", - "RMSLE: 0.3325625379269681\n", - "Mean Residual Deviance: 2.5146739460939084e+16\n", + "MSE: 2.37750319901289e+16\n", + "RMSE: 154191543.18615824\n", + "MAE: 93754997.58951291\n", + "RMSLE: 0.32221306437158137\n", + "Mean Residual Deviance: 2.37750319901289e+16\n", "Cross-Validation Metrics Summary: \n" ] }, @@ -678,72 +1357,72 @@ "cv_4_valid\n", "cv_5_valid\n", "mae\n", - "96028944.0000000\n", - "3612221.8\n", - "100648072.0000000\n", - "89991768.0000000\n", - "99987528.0000000\n", - "89572152.0000000\n", - "99945208.0000000\n", + "9.3755E7\n", + "1389784.2\n", + "97104584.0000000\n", + "94380984.0000000\n", + "93628280.0000000\n", + "91456072.0000000\n", + "92205064.0000000\n", "mean_residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23775032000000000.0000000\n", + "1502228700000000.0000000\n", + "25162972100000000.0000000\n", + "26370317500000000.0000000\n", + "21620435900000000.0000000\n", + "24808895000000000.0000000\n", + "20912539400000000.0000000\n", "mse\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23775032000000000.0000000\n", + "1502228700000000.0000000\n", + "25162972100000000.0000000\n", + "26370317500000000.0000000\n", + "21620435900000000.0000000\n", + "24808895000000000.0000000\n", + "20912539400000000.0000000\n", "r2\n", - "0.7517724\n", - "0.0152310\n", - "0.7486387\n", - "0.7622951\n", - "0.7392049\n", - "0.7862044\n", - "0.7225189\n", + "0.7575518\n", + "0.0173262\n", + "0.7590106\n", + "0.7236596\n", + "0.7411281\n", + "0.768053\n", + "0.7959074\n", "residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23775032000000000.0000000\n", + "1502228700000000.0000000\n", + "25162972100000000.0000000\n", + "26370317500000000.0000000\n", + "21620435900000000.0000000\n", + "24808895000000000.0000000\n", + "20912539400000000.0000000\n", "rmse\n", - "157673632.0000000\n", - "11953314.0000000\n", - "166466832.0000000\n", - "137592448.0000000\n", - "174422512.0000000\n", - "136876560.0000000\n", - "173009840.0000000\n", + "154035360.0000000\n", + "4906163.0\n", + "158628416.0000000\n", + "162389408.0000000\n", + "147038896.0000000\n", + "157508400.0000000\n", + "144611680.0000000\n", "rmsle\n", - "0.3324099\n", - "0.0071243\n", - "0.3404068\n", - "0.3175372\n", - "0.3412233\n", - "0.3229898\n", - "0.3398924" + "0.3221292\n", + "0.0051993\n", + "0.3136168\n", + "0.3261858\n", + "0.3128205\n", + "0.3288958\n", + "0.3291269" ], "text/plain": [ " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.60289e+07 3.61222e+06 1.00648e+08 8.99918e+07 9.99875e+07 8.95722e+07 9.99452e+07\n", - "mean_residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "mse 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "r2 0.751772 0.015231 0.748639 0.762295 0.739205 0.786204 0.722519\n", - "residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "rmse 1.57674e+08 1.19533e+07 1.66467e+08 1.37592e+08 1.74423e+08 1.36877e+08 1.7301e+08\n", - "rmsle 0.33241 0.00712425 0.340407 0.317537 0.341223 0.32299 0.339892" + "mae 9.3755e+07 1.38978e+06 9.71046e+07 9.4381e+07 9.36283e+07 9.14561e+07 9.22051e+07\n", + "mean_residual_deviance 2.3775e+16 1.50223e+15 2.5163e+16 2.63703e+16 2.16204e+16 2.48089e+16 2.09125e+16\n", + "mse 2.3775e+16 1.50223e+15 2.5163e+16 2.63703e+16 2.16204e+16 2.48089e+16 2.09125e+16\n", + "r2 0.757552 0.0173262 0.759011 0.72366 0.741128 0.768053 0.795907\n", + "residual_deviance 2.3775e+16 1.50223e+15 2.5163e+16 2.63703e+16 2.16204e+16 2.48089e+16 2.09125e+16\n", + "rmse 1.54035e+08 4.90616e+06 1.58628e+08 1.62389e+08 1.47039e+08 1.57508e+08 1.44612e+08\n", + "rmsle 0.322129 0.00519928 0.313617 0.326186 0.31282 0.328896 0.329127" ] }, "metadata": {}, @@ -767,40 +1446,40 @@ "training_mae\n", "training_deviance\n", "\n", - "2019-04-16 01:59:34\n", - " 2.530 sec\n", + "2019-04-25 03:17:36\n", + " 4.165 sec\n", "0.0\n", - "316955226.6467000\n", - "217175355.8332210\n", - "100460615698660944.0000000\n", + "314048346.3356181\n", + "211032323.3296905\n", + "98626363836136336.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.570 sec\n", + "2019-04-25 03:17:36\n", + " 4.222 sec\n", "5.0\n", - "233002195.6791182\n", - "161623741.1834266\n", - "54290023191290104.0000000\n", + "229718329.9602999\n", + "155695099.8964960\n", + "52770511119749208.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.599 sec\n", + "2019-04-25 03:17:36\n", + " 4.271 sec\n", "10.0\n", - "185979042.9780051\n", - "128617301.5363942\n", - "34588204427014652.0000000\n", + "186331085.9792126\n", + "126419142.7428571\n", + "34719273602192724.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.637 sec\n", + "2019-04-25 03:17:36\n", + " 4.327 sec\n", "15.0\n", - "160886370.0168623\n", - "110703199.1023516\n", - "25884424057202716.0000000\n", + "162831019.6057949\n", + "110315853.0242588\n", + "26513940945862772.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.677 sec\n", + "2019-04-25 03:17:36\n", + " 4.365 sec\n", "20.0\n", - "147080024.7121016\n", - "100357653.0723404\n", - "21632533669312412.0000000\n", + "150721019.0011964\n", + "101346381.5870620\n", + "22716825568758992.0000000\n", "---\n", "---\n", "---\n", @@ -809,55 +1488,55 @@ "---\n", "---\n", "\n", - "2019-04-16 01:59:34\n", - " 2.941 sec\n", - "80.0\n", - "100875681.1094938\n", - "71046537.4405375\n", - "10175903039304288.0000000\n", + "2019-04-25 03:17:36\n", + " 4.900 sec\n", + "105.0\n", + "103869048.4146706\n", + "72926118.1622642\n", + "10788779218569190.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.960 sec\n", - "85.0\n", - "98941160.7536640\n", - "69978548.0206047\n", - "9789353291282378.0000000\n", + "2019-04-25 03:17:36\n", + " 4.935 sec\n", + "110.0\n", + "102740204.2479388\n", + "72158223.9390836\n", + "10555549568908182.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.982 sec\n", - "90.0\n", - "97317074.0339378\n", - "68895259.2815230\n", - "9470612898526922.0000000\n", + "2019-04-25 03:17:36\n", + " 4.966 sec\n", + "115.0\n", + "101435928.7896381\n", + "71348536.8398922\n", + "10289247649416538.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.000 sec\n", - "95.0\n", - "95815426.8702730\n", - "67948401.3007839\n", - "9180596026332636.0000000\n", + "2019-04-25 03:17:36\n", + " 5.002 sec\n", + "120.0\n", + "99964726.7631514\n", + "70401321.3099730\n", + "9992946596831526.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.008 sec\n", - "97.0\n", - "95206033.7458777\n", - "67496135.9910414\n", - "9064188861621198.0000000" + "2019-04-25 03:17:36\n", + " 5.026 sec\n", + "122.0\n", + "99538227.6933114\n", + "70134015.0619946\n", + "9907858772325502.0000000" ], "text/plain": [ " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", "--- ------------------- ---------- ----------------- ------------------ ------------------ ----------------------\n", - " 2019-04-16 01:59:34 2.530 sec 0.0 316955226.64669997 217175355.83322105 1.0046061569866094e+17\n", - " 2019-04-16 01:59:34 2.570 sec 5.0 233002195.67911825 161623741.18342665 5.4290023191290104e+16\n", - " 2019-04-16 01:59:34 2.599 sec 10.0 185979042.97800505 128617301.53639418 3.4588204427014652e+16\n", - " 2019-04-16 01:59:34 2.637 sec 15.0 160886370.01686227 110703199.10235162 2.5884424057202716e+16\n", - " 2019-04-16 01:59:34 2.677 sec 20.0 147080024.71210158 100357653.07234043 2.1632533669312412e+16\n", + " 2019-04-25 03:17:36 4.165 sec 0.0 314048346.3356181 211032323.32969052 9.862636383613634e+16\n", + " 2019-04-25 03:17:36 4.222 sec 5.0 229718329.96029988 155695099.89649597 5.277051111974921e+16\n", + " 2019-04-25 03:17:36 4.271 sec 10.0 186331085.9792126 126419142.74285714 3.4719273602192724e+16\n", + " 2019-04-25 03:17:36 4.327 sec 15.0 162831019.60579494 110315853.02425876 2.6513940945862772e+16\n", + " 2019-04-25 03:17:36 4.365 sec 20.0 150721019.00119635 101346381.587062 2.271682556875899e+16\n", "--- --- --- --- --- --- ---\n", - " 2019-04-16 01:59:34 2.941 sec 80.0 100875681.10949382 71046537.44053751 1.0175903039304288e+16\n", - " 2019-04-16 01:59:34 2.960 sec 85.0 98941160.75366399 69978548.0206047 9789353291282378.0\n", - " 2019-04-16 01:59:34 2.982 sec 90.0 97317074.03393775 68895259.28152296 9470612898526922.0\n", - " 2019-04-16 01:59:35 3.000 sec 95.0 95815426.87027301 67948401.30078387 9180596026332636.0\n", - " 2019-04-16 01:59:35 3.008 sec 97.0 95206033.74587767 67496135.99104144 9064188861621198.0" + " 2019-04-25 03:17:36 4.900 sec 105.0 103869048.41467062 72926118.16226415 1.078877921856919e+16\n", + " 2019-04-25 03:17:36 4.935 sec 110.0 102740204.2479388 72158223.93908356 1.0555549568908182e+16\n", + " 2019-04-25 03:17:36 4.966 sec 115.0 101435928.78963813 71348536.83989218 1.0289247649416538e+16\n", + " 2019-04-25 03:17:36 5.002 sec 120.0 99964726.76315144 70401321.30997305 9992946596831526.0\n", + " 2019-04-25 03:17:36 5.026 sec 122.0 99538227.6933114 70134015.06199461 9907858772325502.0" ] }, "metadata": {}, @@ -879,100 +1558,100 @@ "relative_importance\n", "scaled_importance\n", "percentage\n", - "supply_area\n", - "514244051216881418240.0000000\n", + "exclusive_use_area\n", + "718127952506826784768.0000000\n", "1.0\n", - "0.2696530\n", + "0.2346125\n", "city\n", - "355607991304987869184.0000000\n", - "0.6915160\n", - "0.1864694\n", - "exclusive_use_area\n", - "287178627309046333440.0000000\n", - "0.5584481\n", - "0.1505872\n", - "apartment_building_count_in_sites\n", - "136599603887541846016.0000000\n", - "0.2656319\n", - "0.0716284\n", - "total_parking_capacity_in_site\n", - "110624380553147711488.0000000\n", - "0.2151204\n", - "0.0580079\n", + "560486484425140338688.0000000\n", + "0.7804828\n", + "0.1831110\n", + "supply_area\n", + "514456846299274674176.0000000\n", + "0.7163860\n", + "0.1680731\n", "total_household_count_in_sites\n", - "83936717664419840000.0000000\n", - "0.1632235\n", - "0.0440137\n", - "floor\n", - "79562227090429313024.0000000\n", - "0.1547169\n", - "0.0417199\n", - "heat_fuel_cogeneration\n", - "62866688380418129920.0000000\n", - "0.1222507\n", - "0.0329653\n", - "total_household_count_of_area_type\n", - "52281927434330177536.0000000\n", - "0.1016675\n", - "0.0274150\n", + "193849423923326746624.0000000\n", + "0.2699372\n", + "0.0633306\n", + "total_parking_capacity_in_site\n", + "188845467340480970752.0000000\n", + "0.2629691\n", + "0.0616958\n", + "apartment_building_count_in_sites\n", + "158875946960795205632.0000000\n", + "0.2212363\n", + "0.0519048\n", + "room_count\n", + "144620585192632877056.0000000\n", + "0.2013855\n", + "0.0472476\n", "heat_fuel_gas\n", - "43593366649318670336.0000000\n", - "0.0847717\n", - "0.0228590\n", - "bathroom_count\n", - "42576472325253758976.0000000\n", - "0.0827943\n", - "0.0223257\n", + "116638973039873097728.0000000\n", + "0.1624209\n", + "0.0381060\n", + "total_household_count_of_area_type\n", + "102588102842291060736.0000000\n", + "0.1428549\n", + "0.0335156\n", + "heat_fuel_cogeneration\n", + "101997559545059082240.0000000\n", + "0.1420326\n", + "0.0333226\n", "heat_type_district\n", - "35194944992644694016.0000000\n", - "0.0684402\n", - "0.0184551\n", + "89249936081833426944.0000000\n", + "0.1242814\n", + "0.0291580\n", + "floor\n", + "71305224619319885824.0000000\n", + "0.0992932\n", + "0.0232954\n", + "bathroom_count\n", + "47231663819768987648.0000000\n", + "0.0657705\n", + "0.0154306\n", "heat_type_individual\n", - "34225360454899728384.0000000\n", - "0.0665547\n", - "0.0179467\n", + "20038828114636177408.0000000\n", + "0.0279043\n", + "0.0065467\n", + "front_door_structure_corridor\n", + "12105508672604471296.0000000\n", + "0.0168570\n", + "0.0039549\n", "front_door_structure_stairway\n", - "24499676530895486976.0000000\n", - "0.0476421\n", - "0.0128468\n", - "room_count\n", - "20022249678312570880.0000000\n", - "0.0389353\n", - "0.0104990\n", - "front_door_structure_mixed\n", - "10703568675027288064.0000000\n", - "0.0208142\n", - "0.0056126\n", + "10025334927433662464.0000000\n", + "0.0139604\n", + "0.0032753\n", "heat_type_central\n", - "7370545410470838272.0000000\n", - "0.0143328\n", - "0.0038649\n", - "front_door_structure_corridor\n", - "5969837415672578048.0000000\n", - "0.0116090\n", - "0.0031304" + "8874196280931254272.0000000\n", + "0.0123574\n", + "0.0028992\n", + "front_door_structure_mixed\n", + "1592519584970178560.0000000\n", + "0.0022176\n", + "0.0005203" ], "text/plain": [ "variable relative_importance scaled_importance percentage\n", "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 5.14244e+20 1 0.269653\n", - "city 3.55608e+20 0.691516 0.186469\n", - "exclusive_use_area 2.87179e+20 0.558448 0.150587\n", - "apartment_building_count_in_sites 1.366e+20 0.265632 0.0716284\n", - "total_parking_capacity_in_site 1.10624e+20 0.21512 0.0580079\n", - "total_household_count_in_sites 8.39367e+19 0.163224 0.0440137\n", - "floor 7.95622e+19 0.154717 0.0417199\n", - "heat_fuel_cogeneration 6.28667e+19 0.122251 0.0329653\n", - "total_household_count_of_area_type 5.22819e+19 0.101668 0.027415\n", - "heat_fuel_gas 4.35934e+19 0.0847717 0.022859\n", - "bathroom_count 4.25765e+19 0.0827943 0.0223257\n", - "heat_type_district 3.51949e+19 0.0684402 0.0184551\n", - "heat_type_individual 3.42254e+19 0.0665547 0.0179467\n", - "front_door_structure_stairway 2.44997e+19 0.0476421 0.0128468\n", - "room_count 2.00222e+19 0.0389353 0.010499\n", - "front_door_structure_mixed 1.07036e+19 0.0208142 0.00561261\n", - "heat_type_central 7.37055e+18 0.0143328 0.00386488\n", - "front_door_structure_corridor 5.96984e+18 0.011609 0.00313039" + "exclusive_use_area 7.18128e+20 1 0.234613\n", + "city 5.60486e+20 0.780483 0.183111\n", + "supply_area 5.14457e+20 0.716386 0.168073\n", + "total_household_count_in_sites 1.93849e+20 0.269937 0.0633306\n", + "total_parking_capacity_in_site 1.88845e+20 0.262969 0.0616958\n", + "apartment_building_count_in_sites 1.58876e+20 0.221236 0.0519048\n", + "room_count 1.44621e+20 0.201386 0.0472476\n", + "heat_fuel_gas 1.16639e+20 0.162421 0.038106\n", + "total_household_count_of_area_type 1.02588e+20 0.142855 0.0335156\n", + "heat_fuel_cogeneration 1.01998e+20 0.142033 0.0333226\n", + "heat_type_district 8.92499e+19 0.124281 0.029158\n", + "floor 7.13052e+19 0.0992932 0.0232954\n", + "bathroom_count 4.72317e+19 0.0657705 0.0154306\n", + "heat_type_individual 2.00388e+19 0.0279043 0.00654669\n", + "front_door_structure_corridor 1.21055e+19 0.016857 0.00395487\n", + "front_door_structure_stairway 1.00253e+19 0.0139604 0.00327528\n", + "heat_type_central 8.8742e+18 0.0123574 0.0028992\n", + "front_door_structure_mixed 1.59252e+18 0.0022176 0.000520276" ] }, "metadata": {}, @@ -982,7 +1661,7 @@ "data": { "text/plain": [] }, - "execution_count": 18, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -994,21 +1673,42 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/MhjELnB300/bestModel/GBM_1_AutoML_20190425_031629'" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_path = run_path + '/bestModel'\n", + "h2o.save_model(model=bestModel_300, \n", + " path = my_path, \n", + " # force=True\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "data": { - "image/png": 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qb+266e/T3UDsuUmOobvW/h+AeXQrVM5h8lnyv6uqW5LsQPfd6M8FLklyEvCLNr61gcfT/X3eSLdCZJRd2+sP3X0H5tCtqFkd+G5V/WAKY/k9M+9vT9IyZNiWJK2w2o3SvsiSr+aa6O6+7wX+RHcTtTfQXSf7I7qZ4317HNNRSZ7f2n0p3Q2xzqKbGV2P8cP2jXThf1+6r7e6P90d1z8C/PcU+17UriN+A91XfO1IF9qvoLtr9Nvo7tg905xOd5wfZsk10D8C9qqqnw9WrKqrkmxOt5x4B+AddKHpZ3TXq//4DvT/QeA+dGFsa7ol5V8EjqqqS9s53Y8u9D6LLri+ATiZHsI2QFWdmWQjuvfps4At6ZYb/5bufgODdc9NsiHdsT+X7j19K90Kjp/T3TfgaqbPw9vj6gx9RduA2931u6oWthUDO9Od1+fRzTj/le4Dhb2Aw9pXmU1Zu3P9PyV5OvBqumC9JV1o/gtd8H4v8OVRX9vXDH71XtFdO/9zumuxD16a8Ui6+8joG59KkiQtW22m8EeMuPmYJEkrOq/ZliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnXrMtSZIkSVLPvBu5NOCwww6r17zmNdM9DEmSJEkz1+2+z3AUl5FLA6699trpHoIkSZKkuwDDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktSzWdM9AGkmWXDZIubsedR0D0OSJEkSsHC/edM9hDvMmW1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtjWMpdkYZK1pnsckiRJkrS8GLa1wkrH97AkSZKkGcegIpLcK8lRSc5PcmGSnQZno5PMTXJie75Pki8n+UmSi5O8vpVvk+TkJN9JclGSzw0H4SQfTvLWgd8/kuQt44xpjSQnJDknyYIkz2/lc5L8MslngHOAhyZ5RpKftbpHJlmj1X1/krPbMR2YJOP0tVuS+UnmL75u0Z0+n5IkSZJk2BbAs4DLq+oJVfV44NhJ6m8IzAO2AN6f5MGtfDPgncAGwCOBFw7t90XgNQAtiL8UOHycPm4AdqiqTYCnAf8xEJYfA3ypqjYGrgX2BrZvdecD72j1DqiqJ7ZjWg147qiOqurAqppbVXNXWn32JIcuSZIkSZMzbAtgAbB9ko8m2bqqJpve/V5VXV9VVwI/pQvZAGdV1SVVtRg4AthqcKeqWghclWRj4BnAuVV11Th9BPj3JBcAPwbWAR7Ytv2+qs5oz58EPA44Lcl5dGH+YW3b05KcmWQBsC2w/iTHJUmSJEm9mDXdA9D0q6rfJNkUeA6wb5LjgVtY8mHMqsO7jPP7eOWDDgJ2Bv4BOHiCYb0CWBvYtKpuTrJwYBzXDtQL8KOqetngzklWBT4DzK2q/02yz4jjkCRJkqRlwplt0ZaBX1dVXwE+AWwCLAQ2bVVeNLTL85OsmuT+wDbA2a18syQPb0vEdwJOHdHdd+iWrT8ROG6CYc0G/tSC9tNYMls97AxgyySPaseyepJHsyRYX9mu4d5xgr4kSZIkqVfObAu6a6w/nuRW4GZgD7prnL+Y5F+BM4fqnwUcBfwj8OGqurwF3J8B+7X2TqYL1rdRVTcl+Snw17bcfDyHAz9IMh84D/jVqEpV9eckOwNHJFmlFe/dZuu/QLdEfiFLPhCQJEmSpGXOsC2q6jhGzzI/epxdflNVu40ov66qdhrR/pyx523W+0nAiycZ05V0N2Ab5fFDdX9CN1M+3MbedDdPkyRJkqTlymXkWm6SPA74LXBCVV083eORJEmSpGXFmW0tlaraZ5zyE4ETJ9n3IuARg2VJNgC+PFT1xqra/A4PUpIkSZKmmWFb06qqFgAbTfc4JEmSJKlPLiOXJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWezpnsA0kyywTqz+ewb5033MCRJkiSt4JzZliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlns6Z7ANJMsuCyRczZ86jpHoYkSZomC/ebN91DkHQX4cy2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtlZoSXZP8ur2fOckD57uMUmSJEnSrOkegHRnVNXnBn7dGbgQuHx6RiNJkiRJHcO2VihtFvtdQAEXAP8DXAMsBOYChye5HtgLeF1V7dD2ezqwR1W9cDrGLUmSJOnuxWXkWmEkWZ8uRG9bVU8A3jq2raq+CcwHXlFVGwFHA49NsnarsgtwyDjt7pZkfpL5i69btEyPQZIkSdLdg2FbK5JtgW9W1ZUAVfWX8SpWVQFfBl6ZZE1gC+CYceoeWFVzq2ruSqvPXgbDliRJknR34zJyrUhCt3x8qg4BfgDcABxZVbcsk1FJkiRJ0hBntrUiOQF4SZL7AyS539D2vwH3Hvulqi6nu1na3sChy2mMkiRJkuTMtlYcVfWLJB8BTkqyGDiX7sZoYw4FPtdukLZFVV0PHA6sXVUXLe/xSpIkSbr7MmxrhVJVhwGHjbPtW8C3hoq3Ar6wrMclSZIkSYMM27rLSvJz4FrgndM9FkmSJEl3L4Zt3WVV1abTPQZJkiRJd0/eIE2SJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSerZrOkegDSTbLDObD77xnnTPQxJkiRJKzhntiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnq2azpHoA0kyy4bBFz9jxquochSbqbWbjfvOkegiSpZ85sS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbK+AkuyT5F13cN/T+x6PJEmSJOm2DNt3M1X15OkeQ1+SzJruMUiSJEnSKIbtaZDklUnOSnJeks8neViSi5OsleQeSU5J8oxW99VJLkhyfpIvj2jrxCRz2/O1kixsz9cf6OOCJOu28mva49eTPGegnUOTvCjJSkk+nuTstt8bJjiObZL8cOD3A5Ls3J7vl+Si1sYnWtnaSb7V2j47yZYTtL1ZktOTnNseH9PKd05yZJIfAMe3sncPjPeDA218N8nPk/wiyW4T9LVbkvlJ5i++btF41SRJkiRpypwZXM6SPBbYCdiyqm5O8hngqcBHgc8BZwIXVdXxSdYH9mp1r0xyv6XoanfgU1V1eJJ7AisNbf9aG8fRbft2wB7Aa4FFVfXEJKsApyU5vqp+txTHeD9gB2C9qqoka7ZNnwI+WVWnJvlH4DjgseM08yvgKVV1S5LtgX8HXtS2bQFsWFV/aR9KrAtsBgT4fpKnVNXJwK6tzmrA2Um+VVVXDXdUVQcCBwLssde+xeKpHqkkSZIkjWbYXv62AzalC38AqwF/qqp9kryYLiRv1OpuC3yzqq4EqKq/LEU/PwP2SvIQ4NtVdfHQ9mOA/VugfhZwclVd38Lrhkl2bPVm04XZKYdt4P+AG4CDkhwFjM1+bw88rh03wH2S3Luq/jaijdnAYW1GvoCVB7b9aOBcPKP9nNt+X6ON92TgLUl2aOUPbeW3C9uSJEmS1DfD9vIX4LCqeu9tCpPVgYe0X9cA/tbq1iTt3cKSywFWHSusqq8mOROYBxyX5HVV9ZOB7TckORF4Jt0M9xED43tzVR03hWMZ7Pvv/bfZ6M3oPlh4KfAmug8O7gFsUVXXT6HtDwM/raodkswBThzYdu3A8wD7VtXnB3dOsg1duN+iqq5rx7oqkiRJkrQceM328ncCsGOSB0C35DrJw+iWkR8OvB/4wkDdlyS5/1jdEe0tpJspBxibjSbJI4BLqmp/4PvAhiP2/RqwC7A13ZJu2uMeSVZu7Tw6yb3GOZbf081Ur5JkNl24JskawOyqOhp4G0tm6o+nC95jY9yI8c0GLmvPd56g3nHArq1PkqzTzu1s4OoWtNcDnjRBG5IkSZLUK2e2l7OquijJ3sDxSe4B3Ay8A3gi3bXZi9uNynapqkOSfAQ4KcliuqXSOw81+QngG0leBfxkoHwn4JVJbgb+CHxoxHCOB74EfL+qbmplBwFzgHPSrff+M/CCcY7lf5N8A7gAuJglS7nvDXwvyap0M89vb+VvAf47yQV0772T6ZbNj/IxumXk7xg6ruExHN+ug/9ZW55+DfBK4Fhg99bXr4EzxmtDkiRJkvqWqslWKUt3H3vstW8ds3jUIgBJkpadhfvNm+4hSJKmLpNXcRm5JEmSJEm9cxm5JpVkA2D4O75vrKrNe2h7F+CtQ8WnVdU/39m2JUmSJGm6GLY1qapawJKbnPXd9iHAIcuibUmSJEmaLi4jlyRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJkno2a7oHIM0kG6wzm8++cd50D0OSJEnSCs6ZbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6Nmu6ByDNJAsuW8ScPY+a7mFIM8rC/eZN9xAkSZJWOM5sS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1LMZG7aTbJPkyTOhnySHJtlxKds9Osma7fk1k7Wb5KAkj1uaPqZbkn+dQp3Te+xv9ySvbs93TvLgvtqWJEmSpD7NyLCdZBawDbDMw/ay6qeqnlNVf12K+q+rqov6HscyNmnYrqrezm1Vfa6qvtR+3RkwbEuSJEmakXoJ20m+m+TnSX6RZLdWdk2S/0hyTpITkqzdyl+f5Owk5yf5VpLVW/mhSf4zyU+BrwO7A29Pcl6Srdv2zyb5aZJLkjw1ycFJfpnk0IGxPCPJz1q/RyZZo5UvTPLBVr4gyXpJ5gz3M8Fhbp/klCS/SfLc1ubOSQ4Y6PuHSbYZ6G+tofOUJAckuSjJUcADBradmGTuwLn7SDtHZyR5YCt/ZPv97CQfGm/GfKDN97RjPT/Jfq1so9bGBUm+k+QnsVzkAAAgAElEQVS+I/pfK8nCgWP8dpJjk1yc5GOtfD9gtXbeDp9gDNe0x21aH99M8qskhyfJBPvt187TBUk+0cr2SfKuthpgLnB463+1JJsmOam9D49L8qC2z1sG2vnaOH3tlmR+kvmLr1s00SmVJEmSpCnpa2Z716ralC4AvSXJ/YF7AedU1SbAScAHWt1vV9UTq+oJwC+B1w6082hg+6p6EfA54JNVtVFVndK23xfYFng78APgk8D6wAYtRK4F7N3a2ASYD7xjoP0rW/lngXdV1cJx+hllDvBUYB7wuSSrLuU5AtgBeAywAfB6xp9RvxdwRjtHJ7e6AJ8CPlVVTwQun6ijJM8GXgBs3tr5WNv0JeBfqmpDYAFLXpeJbATs1Ma9U5KHVtWewPXtvL1iCm0AbAy8DXgc8Ahgy3HGfj+6c7V+G+e/DW6vqm/SvbavqKqNgFuATwM7tvfhwcBHWvU9gY1bO7uP6q+qDqyquVU1d6XVZ0/xUCRJkiRpfH2F7bckOR84A3gosC5wK90MNcBXgK3a88e3GeIFwCvowvKYI6tq8QT9/KCqii4kXlFVC6rqVuAXdGH4SXRB7rQk5wGvAR42sP+32+PPW/2l8Y2qurWqLgYuAdZbyv0BngIcUVWLq+py4Cfj1LsJ+OGIsW4BHNmef3WSvrYHDqmq6wCq6i9JZgNrVtVJrc5hbUyTOaGqFlXVDcBF3PacLo2zqurS9pqdx/ivwf8BNwAHJXkhcN0k7T4GeDzwo/a67w08pG27gG4G/JV0oVySJEmSlrlZd7aBtmx6e2CLqrouyYnAqFnfao+HAi+oqvOT7Ex3zfSYayfp7sb2eOvA87HfZwGLgR9V1csm2X8xS3/sNeL3W7jtBxZTme0ebmeUm9uHCnDHxgqQKfY1ZvBYho9j8Fzf0fFMuZ2quiXJZsB2wEuBN9GtaBhPgF9U1RYjts2j+0DhecD7kqxfVYZuSZIkSctUHzPbs4GrW9Bej252eaztsTt4vxw4tT2/N/CHJCvTzWyP52+t7tI4A9gyyaMAkqye5NGT7DPVfl6c5B5JHkm3BPrXwEJgo1b+UGCzSdo4GXhpkpXaNcVPm0K/g84AXtSev3SSuscDu2bJNfH3q6pFwNUD16a/im6JP3THsml7PtU7r9/cXsdetevsZ1fV0XTLzjcaUW3wdfs1sHaSLdr+KydZP8k9gIdW1U+B9wBrAmv0PV5JkiRJGnanZ7aBY4Hdk1xAF3rOaOXXAusn+TmwiO6aX4D3AWcCv6dbDj5e0P0B8M0kzwfePJWBVNWf22z5EUlWacV7A7+ZYLfb9DPBddu/pgumDwR2r6obkpwG/K4dx4XAOZMM8Tt0M7QL2phOmrj67bwN+EqSdwJH0Z3Xkarq2CQbAfOT3AQcTXf38NfQXXO+Ot1y+F3aLp8AvpHkVYy/vH3YgcAFSc5Ziuu2p+LewPfadfGhu0Z/2KF0x3E93fL6HYH921L5WcB/0Z3jr7Sy0F2bP+U7xEuSJEnSHZUlq5V7bji5pqqcRexRC8jXV1UleSnwsqp6/nSP665kj732rWMWbzjdw5BmlIX7zZvuIUiSJM0k436r0qA+Zra1/GwKHNC+MuuvwK7TPB5JkiRJ0gjLLGyviLPaSfYCXjxUfGRVfWRU/eWtLXF/wmBZkg2ALw9VvbGqNl9e42pf9XbCiE3bVdVVk+z7HeDhQ8X/UlXH9TU+SZIkSVrenNke0EL1jAjWU1VVCxh9A7HlOYar7ugYqmqHnocjSZIkSdOur+/ZliRJkiRJjWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ7Nmu4BSDPJBuvM5rNvnDfdw5AkSZK0gnNmW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSezZruAUgzyYLLFjFnz6Omexi6m1q437zpHoIkSZJ64sy2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1LMZHbaTrJnkjZPUmZPk5VNoa06SC/sb3cg+FiZZa0T56cuy3+UlydHtNZn0dZmgjblJ9u9xTAcleVx7/q99tStJkiRJd8aMDtvAmsBkoW4OMGnYXtaSrDTetqp68vIcy7JSVc+pqr8ytddlvDbmV9VbehzT66rqovarYVuSJEnSjDDTw/Z+wCOTnJfk4+3nwiQLkuw0UGfrVuftbQb7lCTntJ8pBd0kOyf5XpJjk/w6yQcGtn03yc+T/CLJbgPl1yT5UJIzgS0Gyldr7bx+rF573CbJiUm+meRXSQ5PkrbtOa3s1CT7J/nhBGNdI8kh7TxckORFrfyzSea3cX5woP7CJB9Nclb7eVQr/6ckZyY5N8mPkzxwkvbHZu6HX5cvJ3n+QH+HJ3neOGPfZuzYkuyT5OB2Ti5JMm4IT3KvJEclOb+9B3Zq5Se22fL9gNXamA5v217Zjve8JJ8f7wORJLu18zZ/8XWLxhuCJEmSJE3ZTA/bewL/U1UbAWcAGwFPALYHPp7kQa3OKVW1UVV9EvgT8PSq2gTYCViaJcubAa9o/bw4ydxWvmtVbQrMBd6S5P6t/F7AhVW1eVWd2srWAH4AfLWqvjCij42BtwGPAx4BbJlkVeDzwLOraitg7UnG+T5gUVVtUFUbAj9p5XtV1VxgQ+CpSTYc2Of/qmoz4ADgv1rZqcCTqmpj4GvAeyZpf8zfX5eqejdwELALQJLZwJOBoyc5hjHrAc+kO/cfSLLyOPWeBVxeVU+oqscDxw5urKo9gevbmF6R5LF0r/+W7f2zmO61vZ2qOrCq5lbV3JVWnz3FYUuSJEnS+GZ62B60FXBEVS2uqiuAk4Anjqi3MvCFJAuAI+lC7VT9qKquqqrrgW+3PqEL2OfTBf6HAuu28sXAt4ba+B5wSFV9aZw+zqqqS6vqVuA8umXw6wGXVNXvWp0jJhnn9sB/j/1SVVe3py9Jcg5wLrA+tz32IwYex2bhHwIc187Vu9s+E7U/UlWdBDwqyQOAlwHfqqpbJjmGMUdV1Y1VdSXdByUPHKfeAmD7NkO/dVVNNgW9HbApcHaS89rvj5jimCRJkiTpTlmRwnamWO/twBV0M+BzgXsuRR81/HuSbejC5xZV9QS6ILtq235DVS0e2uc04Nljy8NHuHHg+WJgFlM/tjEZHmuShwPvArZrs9FHDYyTofpjzz8NHFBVGwBvGKh/u/an4Mt0M8e7AIcsxX6jzsftVNVv6MLzAmDfJO+fpN0Ah7WZ7o2q6jFVtc9SjEuSJEmS7rCZHrb/Bty7PT8Z2CnJSknWBp4CnDVUB2A28Ic2c/wqYNwbl43w9CT3S7Ia8AK64DwbuLqqrkuyHvCkSdp4P3AV8Jml6PdXwCOSzGm/7zR+VQCOB9409kuS+wL3Aa4FFrVrr589tM9OA48/a89nA5e156+ZpP1Bw+cc4FC65fFU1S8mGf9SS/Jg4Lqq+grwCWCTEdVuHliGfgKwY5ttp72uD+t7XJIkSZI0yowO21V1FXBauq/s2gK4ADif7hri91TVH1vZLe3GWW+nC7mvSXIG8Gi6ADpVp9LN0J5HtxR6Pt21wbOSXAB8mG4p+WTeBqya5GNTPM7r6e7ufWySU+lm5idaJv1vwH3bjcLOB55WVefTzbr/AjiY7oOCQau0G7m9lW72H2Af4MgkpwBXTtT+0Hj//rok+XgruwL4JUs3q700NgDOakvC92pjHHYgcEGSw9sdyvcGjm+v3Y+ABy2jsUmSJEnSbaRqaVcL3zUl2RmYW1VvmqzuMup/jaq6pi0//2/g4nbDtz7aXkh3bFdOVvdO9LE63RLvTaZwPfWMtcde+9YxizecvKK0DCzcb950D0GSJEmTm9JlwDN6Zvtu5vVt1vYXdMu7Pz/N45myJNvTLYX/9IoctCVJkiSpLyNvRnVXluSZwEeHin9XVTvQXXc8Ldos9m1mspPsQrfse9BpVfXPS9n2nDs3uknb/zHwj4Nlk5zncbWvVTthxKbt2vJ1SZIkSZrx7nZhu6qOA46b7nFMRVUdwrK7BnqZuqPnuQXqjfofkSRJkiQtPy4jlyRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJkno2a7oHIM0kG6wzm8++cd50D0OSJEnSCs6ZbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6Nmu6ByDNJAsuW8ScPY+a7mFoGVu437zpHoIkSZLu4pzZliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWczJmwnWTPJGyepMyfJy6fQ1pwkF06wfeckB9yRcd4ZSbZJ8sOl3OfEJHNHlE/LMQz0v1GS50xS53lJ9uyxz6Pb+2TS94okSZIkTacZE7aBNYHJAtQcYNKwreViI2DCsF1V36+q/frqsKqeU1V/ZWrvFUmSJEmaNjMpbO8HPDLJeUk+3n4uTLIgyU4DdbZudd7eZrBPSXJO+3nyUvT34CTHJrk4ycfGCpO8rPV5YZKPDpRfM/B8xySHtucvbnXPT3JyK1upjf/sJBckecNAv2sk+WaSXyU5PEnaPtslObf1fXCSVYYHnGSXJL9JchKw5UQHl+SBSb7TxnX+2LlJ8o423guTvK2V3WYlQJJ3JdmnPT8xyUeTnNX63jrJPYEPATu112KnEUO4zex7kkOT7J/k9CSXJNlxgrE/KMnJre0Lk2zdyhcmWYuh90rb9u6B8/3BVnavJEe1479wgnHulmR+kvmLr1s00WmVJEmSpCmZNd0DGLAn8Piq2ijJi4DdgScAawFntyC7J/CuqnouQJLVgadX1Q1J1gWOAG635HocGwEbAzcCv07yaWAx8FFgU+Bq4PgkL6iq707QzvuBZ1bVZUnWbGWvBRZV1RNbaD4tyfFt28bA+sDlwGnAlknmA4cC21XVb5J8CdgD+K+xTpI8CPhgG9si4KfAuROMa3/gpKraIclKdCF/U2AXYHMgwJktuF89ybmaVVWbtWXjH6iq7ZO8H5hbVW+aZN9BDwK2AtYDvg98c5x6LweOq6qPtLGvPrT97+8VgCTPANYFNmvH9f0kTwHWBi6vqnmt3uxRnVXVgcCBAHvstW+xeCmOSJIkSZJGmEkz24O2Ao6oqsVVdQVwEvDEEfVWBr6QZAFwJPC4pejjhKpaVFU3ABcBD2t9nFhVf66qW4DDgadM0s5pwKFJXg+s1MqeAbw6yXnAmcD96cIgwFlVdWlV3QqcR7c0/jHA76rqN63OYSP63XxgbDcBX59kXNsCnwVo53ER3Xn9TlVdW1XXAN8Gtp6kHVo9gJ+38d5R362qW6vqIuCBE9Q7G9ilza5vUFV/m6TdZ7Sfc4Fz6ML8usACYPs2M791OweSJEmStMzNpJntQZlivbcDV9DNgN8DuGEp+rhx4PliunMxUb818HzVvxdW7Z5kc2AecF6SjVo7b66q4wYbSLLNHeh3vDHcEeP1cwu3/eBl1aHtY2MeG+8dNXjs4x5zVZ3cZqbnAV9O8vGq+tIE7QbYt6o+f7sN3Wz+c4B9kxxfVR+6g2OXJEmSpCmbSTPbfwPu3Z6fTHc98EpJ1qab5T1rqA7AbOAPbZb4VSyZWb6jzgSemmSttnz5ZXSz6gBXJHlsknsAO4ztkOSRVXVmVb0fuBJ4KHAcsEeSlVudRye51wT9/gqYk+RR7fdXDfQ7OLZtkty/tfviSY7lBLql6GPXkN+H7ry+IMnqbTw7AKfQfWDxgNb2KsBzJ2kbbv9a9CbJw4A/VdUXgC8Cm0zS93HArknWaPuvk+QBSR4MXFdVXwE+MaIdSZIkSVomZszMdlVdleS0dqOuY4ALgPPpZnPfU1V/THIVcEuS8+mucf4M8K0kL6a7hvnaOzmGPyR5b2srwNFV9b22eU/gh8D/AhcCa7Tyj7frxUMXcM9vY58DnNNugPZn4AUT9HtDkl2AI5PMoltG/bkRY9sH+BnwB7rl0hN9uPBW4MAkr6Wbkd6jqn6W7sZuZ7U6B1XVuQBJPkQX6H9HF/4n81Ngz7ZUft+qmmxZ+9LYBnh3kpuBa4BXD24cfq9U1buTPBb4WXe6uQZ4JfAoutfnVuBm2ocPkiRJkrSsperOrkyW7jr22GvfOmbxhtM9DC1jC/ebN91DkCRJ0oprSpcBz6Rl5JIkSZIk3SXMmGXky0KSZ9J9ldeg31XVDqPqr4iS7MXtr98+sqo+shzHsAvdsvVBp1XVP0+y3wbAl4eKb6yqzfscnyRJkiQtb3fpsN3uBn7cpBVXYC1UL7dgPc4YDgEOuQP7LaD7vnNJkiRJuktxGbkkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPZs13QOQZpIN1pnNZ984b7qHIUmSJGkF58y2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST2bNd0DkGaSBZctYs6eR033MNSDhfvNm+4hSJIk6W7MmW1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembY/v/t3X24bmVdJ/DvDw6KhOAU5IVonjIsUeAgBxUVBSVTKJEJUqMSc2LElNBMaZgxdCxQK0dCJXQctLQQ8wUxlVFRSeNN3iE0EyrR0WjkJL6Vx9/88azjPBz3y3MO6+x9Nufzua597fWsda+1fut57muf8933vdYGAACAkQnbbNWq6sSq+tuqurWqzlzuegAAAGaxarkLgEU8L8lTkjw+ydq7erCqWtXd373LVQEAACzAyDZbrao6K8lPJDk/yX+YWv/AqvpoVV07fP+xRdafU1V/VFUXJXnVclwLAACwbRG22Wp193OTfCnJoUm+NrXpzCRv6+59k7w9yRmLrE+SByc5rLt/a+PzVNXxVXVFVV2x/pvrtsCVAAAA2xphm5XooCTvGJb/NMljF1mfJOd19/q5DtbdZ3f32u5eu/1Ou26JegEAgG2MsM3dQc+w/htLUQgAAEAibLMyfTrJM4blY5P89SLrAQAAlpSnkbMSnZjkLVX120n+OcmzF1kPAACwpIRttmrdvXpYPGf4SnffkuQJc7Sdb/1xW6Y6AACAuZlGDgAAACMTtgEAAGBkwjYAAACMTNgGAACAkQnbAAAAMDJhGwAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARrZquQuArck+e+6aNz7viOUuAwAAWOGMbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMhWLXcBsDW57tZ1WX3yB5a7jG3CLacfsdwlAADAFmNkGwAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABiZsA0AAAAjE7YBAABgZMI2AAAAjEzYBgAAgJEJ2wAAADAyYXsGVbW6qq4f4TiHVNWjF2mze1VdWlVXVdXBm3GO46rqzM2vcutVVSdV1U5Tr/+qqu6znDUBAADMRdheWockWTBsJ3likpu6e//uvnjLl7T1qImF+uRJSb4ftrv78O6+fctXBgAAsGmE7dltX1VvqqobqurCqrpXVT2oqj5UVZ+pqour6qeTpKp+fmp0+iNVdd+qWp3kuUleWFVXzzVqXVVrkrw6yeFDm3tV1R1T24+uqnOG5d2r6i+r6vLh6zGzXMRQy3uq6prh69HD+hdV1fXD10lT7f9bVd1UVf+7qv68ql48rJ/v2s+pqjOq6tNV9YWqOnrqWL891HptVb18WLe6qv62qt6Q5MokD6iqN1bVFcN7vaHdiUnul+SiqrpoWHdLVe02X/1Tx77T5zbL+wQAAHBXCNuz2yvJ67v7oUluT/ILSc5O8oLuPiDJi5O8YWj710ke1d37J/mLJC/p7luSnJXktd29Zq5R6+6+OsnLkpw7tPnWAvW8bjjWgUMtb57xOs5I8onu3i/Jw5PcUFUHJHl2kkcmeVSSX6+q/atq7XDs/ZP8xyRrp44z37UnyR5JHpvk55KcniRV9aRM3sNHJFmT5ICqetzQ/qeSvG0Yzf+HJKd099ok+yZ5fFXt291nJPlSkkO7+9DpC5qv/mHzXJ9bNtr/+CHcX7H+m+tmfBsBAADmt2q5C1hBbh7CcJJ8JsnqTKaEn1dVG9rcc/h+/yTnVtUeSe6R5OYtUM9hSfaeOvcuVXXvGfZ7QpJfTZLuXp9kXVU9Nsl7uvsbSVJV705ycCa/jHnfhtBfVe8fvu+c+a89Sd7b3d9LcmNV3XdY96Th66rh9c6ZBOF/TPIP3X3J1P6/WFXHZ9I/90iyd5JrF7im+eo/P3N/bnfS3Wdn8suDnHDKaZ31C5wJAABgBsL27L4ztbw+yX2T3N7da+Zo+8dJ/qi7z6+qQ5KcehfO21PLO04tb5fkoI1Hv6fC76aYb6f51m+X+a89ufN7VVPfT+vuP7nTCSbT678x9frHMxkpP7C7vzZMm5++7k2pc+Na1icxjRwAANjiTCPffP+a5OaqOib5/sO99hu27Zrk1mH5WVP7fD3JLKPP075SVQ8ZHhx21NT6C5M8f8OL4X7vWXw0yQnDPttX1S5JPpnkaVW1U1X90HCeizOZDv/zVbXjMJp9RJJ090LXPp8PJ/m14Tipqj2r6kfnaLdLJuF73TAq/pSpbfO9f/PVDwAAsCyE7bvm2CTPqaprktyQ5Mhh/amZTLG+OMltU+3fn+So+R6QNo+Tk1yQ5GNJvjy1/sQka4eHjd2YycPXZvGbSQ6tqusymVb90O6+Msk5SS5LcmmSN3f3Vd19eSZTsa9J8u4kVyTZcFPzfNc+p+6+MMk7kvzNcO53ZY7g3N3XZDLV/IYkb0nyqanNZyf54IYHpE3tM2f9s7wZAAAAW0J19+Kt2GZV1c7dfUdN/r71J5McP4Tbu6UTTjmtP7h+3+UuY5twy+lHLHcJAACwOWa6d9c92yzm7KraO5P7pt96dw7aAAAAYxG2l0lVnZLkmI1Wn9fdv7c1Hb+7f2mMegAAALYlwvYyGULvKMF6OY4PAADA/DwgDQAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMhWLXcBsDXZZ89d88bnHbHcZQAAACuckW0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABjZquUuALYm1926LqtP/sByl7Fi3HL6EctdAgAAbJWMbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABiZsA0AAAAjE7YBAABgZMI2AAAAjEzYBgAAgJEJ2wAAADAyYRsAAABGJmwDAADAyBYM21V1n6p63iJtVlfVLy12oqHd9QtsP66qzlzsOGOrqkOq6oJN3OfjVbV2jvXLcg1T519TVYdv5r73rKqPVNXVVfX0sWvbjHo2+1oAAACW22Ij2/dJsmDYTrI6yaJhmyWxJsnmBtT9k+zQ3Wu6+9zNLaCqVm3uvhu5K9cCAACwrBYL26cnedAw2vma4ev6qrpuavTz9CQHD21eOIxgX1xVVw5fj96Eeu5XVR+qqr+rqldvWFlVzxzOeX1VvWpq/R1Ty0dX1TnD8jFD22uq6pPDuu2H+i+vqmur6j9PnXfnqnpXVd1UVW+vqhr2eWJVXTWc+y1Vdc+NC66qZ1fV56rqE0kes9DFVdV9q+o9Q13XbHhvqupFQ73XV9VJw7o7zQSoqhdX1anD8ser6lVVddlw7oOr6h5JXpHk6QuNTlfVD1fVe4f34JKq2reqfjTJnyVZM+z7oHn2fdnw/l1fVWdPvU8fr6rfH96D36yq3avqL4e2l1fVY4Z2j6iqTw/v6aer6qfmOc8PXMvQJ3Yftm9XVZ+vqt2q6pyqOmvoc5+rqp8b2iz0eW98vuOr6oqqumL9N9fN/wECAADMaLGwfXKSv+/uNUkuyWS0cb8khyV5TVXtMbS5eBgRfW2Sryb5me5+eJKnJzljE+pZM+yzTyZB6wFVdb8kr0ryhGH7gVX1tEWO87IkP9vd+yV56rDuOUnWdfeBSQ5M8iWc8lsAAA9ISURBVOtV9ePDtv2TnJRk7yQ/keQxVbVjknOSPL2790myKskJ0ycZrv/lmYTsnxn2X8gZST4x1PXwJDdU1QFJnp3kkUkeNdS1/yLHSZJV3f2Ioe7f7e5/G6773EVGp1+e5Kru3jfJf0nytu7+apL/lP//Of79PPue2d0HdvfDktwryc9NbbtPdz++u/8wyeuSvHZ4r38hyZuHNjcleVx37z/U+vtznWSea/mzJMcOTQ5Lck133za8Xp3k8UmOSHLW8Nkt9HlvfL6zu3ttd6/dfqdd57l0AACA2W3KlN/HJvnz7l6f5CvDKOaBSf51o3Y7JDmzqtYkWZ/kwZtwjo9297okqaobkzwwyY8k+Xh3//Ow/u1JHpfkvQsc51NJzqmqdyZ597DuSUn2raqjh9e7Jtkryb8luay7vzgc/+pMwtvXk9zc3Z8b2r81yW8k+R9T53nkRrWdu8j1PiHJrybJ8D6uq6rHJnlPd39jOMa7kxyc5PwFjpOp6/rMUO+sHptJAE53f6yqfqSqZk2Yh1bVS5LslOSHk9yQ5P3Dtulwf1iSvYeB7yTZparuncl7/taq2itJZ9JXZvWWJO/L5P3/tST/a2rbO7v7e0n+rqq+kOSnM//nffMmnBMAAGCzbErYrsWbJElemOQrmYyAb5fk25twju9MLa/PpL6FzttTyzt+f2X3c6vqkZmMdF49BP9K8oLu/vD0AarqkM0473w1bI75zvPd3HnmwY4bbd9Q84Z678r5Fr2GYbT4DUnWdvc/DVPap2v6xtTydkkO6u5vbXSMP05yUXcfVVWrk3x81qKHc36lqp6QyS85jp3evHHzzPN5AwAALIXFppF/Pcm9h+VPZjK1e/vh3tnHJblsozbJZATxy8NI468k2f4u1nhpkscP9+dun+SZST4xbPtKVT2kqrZLctSGHarqQd19aXe/LMltSR6Q5MNJTqiqHYY2D66qH1rgvDclWV1VPzm8/pWp807XdsgwOrxDkmMWuZaPZpiKPryPu2Tyvj6tqnYa6jkqycWZ/MLiR4dj3zN3nrI9n40/i7l8MkNQHX7RcFt3bzw7YS4bgvVtVbVzkqMXaHthkudveDH8siOZ9I1bh+XjFjnfXNfy5kymk79zmBmwwTHDfdwPyuQ2gM9m0z9vAACA0SwYtrv7X5J8anhQ10FJrk1yTZKPJXlJd/+fYd13a/LArxdmMvr5rKq6JJMp1d+Y++iz6e4vJ/mdJBcN576yu983bD45yQVDPV+e2u01NTxQLZNweU0mQe3GJFcO6/8kC4wId/e3M7mX+ryqui7J95KcNUdtpyb5myQfSXLlIpfzm5lMxb4uk+nfD+3uKzO5N/yyTML7m7v7qu7+90weEnbpcI03LXLsZPIe7b3QA9KGetdW1bWZPNzuWTMcN919e5I3Jbkukyn8ly/Q/MQN5xhuB3jusP7VSU6rqk9l8V/CzHUt5yfZOXeeQp5MwvUnknwwyXOHz26TPm8AAIAxVfddnQUNS6Mmf9v8td198NS6c5Jc0N3vGuMcJ5xyWn9w/b5jHGqbcMvpRyx3CQAAsNRmuuXYSB8rQlWdnMkU/GMXawsAALDcljxsV9XPZvKnvKbd3N1HzdV+JaqqU/KD92+f192/t4Q1PDuTaevTPtXdvzHDvu9JsvGfyXrplnjY2Kz9obtPz2TaezZaf9zYNQEAANxVppHDFNPIN41p5AAAbINmmka+2NPIAQAAgE0kbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMhWLXcBsDXZZ89d88bnHbHcZQAAACuckW0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABjZquUuALYm1926LqtP/sByl7Esbjn9iOUuAQAA7jaMbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABiZsA0AAAAjE7YBAABgZMI2AAAAjEzYBgAAgJEJ2wAAADAyYRsAAABGJmxvA6pqdVVdP8JxDqmqRy/SZvequrSqrqqqgzfjHMdV1ZmbXyUAAMDyW7XcBbCiHJLkjiSfXqDNE5Pc1N3PWpKKAAAAtkJGtrcd21fVm6rqhqq6sKruVVUPqqoPVdVnquriqvrpJKmqn58anf5IVd23qlYneW6SF1bV1XONWlfVmiSvTnL40OZeVXXH1Pajq+qcYXn3qvrLqrp8+HrMLBcx1HzJsM8rNhy/qnauqo9W1ZVVdV1VHTms/6Gq+kBVXVNV11fV0+c45vFVdUVVXbH+m+s28W0FAAD4QcL2tmOvJK/v7ocmuT3JLyQ5O8kLuvuAJC9O8oah7V8neVR375/kL5K8pLtvSXJWktd295ruvnjjE3T31UleluTcoc23FqjndcOxDhxqefOM1/G6JK8b9vvS1PpvJzmqux+e5NAkf1hVleTJSb7U3ft198OSfGiOus/u7rXdvXb7nXadsQwAAID5mUa+7bh5CMNJ8pkkq5M8Osl5k0yaJLnn8P3+Sc6tqj2S3CPJzVugnsOS7D117l2q6t4z7HdQkqcNy+9I8gfDciX5/ap6XJLvJdkzyX2TXJfkD6rqVUkumOuXBAAAAGMTtrcd35laXp9JEL29u9fM0faPk/xRd59fVYckOfUunLenlnecWt4uyUEbj35Phe9NdWyS3ZMc0N3/XlW3JNmxuz9XVQckOTzJaVV1YXe/YnNPAgAAMAvTyLdd/5rk5qo6JklqYr9h265Jbh2Wpx909vUks4w+T/tKVT2kqrZLctTU+guTPH/Di+F+71lcksm08yR5xtT6XZN8dQjahyZ54HDc+yX5Znf/WSaj4A/fxPoBAAA2mbC9bTs2yXOq6pokNyQ5clh/aibTyy9OcttU+/cnOWq+B6TN4+QkFyT5WJIvT60/Mcnaqrq2qm7M5OFrszgpyYuq6rIkeyTZ8ESztw/Hu2K4rpuG9fskuayqrk5ySpJXzngeAACAzVbdvXgr2EpU1U5JvtXdXVXPSPLM7j5ysf1mdcIpp/UH1+871uFWlFtOP2K5SwAAgJVgpntf3bPNSnNAkjOHJ43fnuTXlrkeAACAHyBss1mq6pQkx2y0+rzu/r0lOP5+c+wCAACw1RC22SxD6B0lWC/H8QEAALYkD0gDAACAkQnbAAAAMDJhGwAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwslXLXQBsTfbZc9e88XlHLHcZAADACmdkGwAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwMmEbAAAARiZsAwAAwMiEbQAAABiZsA0AAAAjE7YBAABgZMI2AAAAjEzYBgAAgJEJ2wAAADAyYRsAAABGJmwDAADAyIRtAAAAGJmwDQAAACMTtgEAAGBkwjYAAACMTNgGAACAkQnbAAAAMDJhGwAAAEYmbAMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTV3ctdA2w1XvrSl359hx12+Oxy18Hdxx133LHbzjvvfNty18Hdhz7FmPQnxqZPMbattE/d9spXvvLJizUStmFKVV3R3WuXuw7uPvQpxqZPMSb9ibHpU4xtJfcp08gBAABgZMI2AAAAjEzYhjs7e7kL4G5Hn2Js+hRj0p8Ymz7F2FZsn3LPNgAAAIzMyDYAAACMTNgGAACAkQnbbJOq6slV9dmq+nxVnTzH9ntW1bnD9kuravXSV8lKMkOfelFV3VhV11bVR6vqgctRJyvDYv1pqt3RVdVVtSL/JApLZ5Y+VVW/OPycuqGq3rHUNbKyzPDv3o9V1UVVddXwb9/hy1EnK0NVvaWqvlpV18+zvarqjKG/XVtVD1/qGjeHsM02p6q2T/L6JE9JsneSZ1bV3hs1e06Sr3X3TyZ5bZJXLW2VrCQz9qmrkqzt7n2TvCvJq5e2SlaKGftTqureSU5McunSVshKM0ufqqq9kvxOksd090OTnLTkhbJizPhz6r8meWd375/kGUnesLRVssKck+TJC2x/SpK9hq/jk7xxCWq6y4RttkWPSPL57v5Cd/9bkr9IcuRGbY5M8tZh+V1JnlhVtYQ1srIs2qe6+6Lu/ubw8pIk91/iGlk5ZvkZlST/PZNf2nx7KYtjRZqlT/16ktd399eSpLu/usQ1srLM0qc6yS7D8q5JvrSE9bHCdPcnk/zfBZocmeRtPXFJkvtU1R5LU93mE7bZFu2Z5J+mXn9xWDdnm+7+bpJ1SX5kSapjJZqlT017TpIPbtGKWMkW7U9VtX+SB3T3BUtZGCvWLD+jHpzkwVX1qaq6pKoWGmGCWfrUqUl+uaq+mOSvkrxgaUrjbmpT/6+1VVi13AXAMphrhHrjv4E3SxvYYOb+UlW/nGRtksdv0YpYyRbsT1W1XSa3txy3VAWx4s3yM2pVJtMzD8lk5s3FVfWw7r59C9fGyjRLn3pmknO6+w+r6qAkfzr0qe9t+fK4G1qR/zc3ss226ItJHjD1+v75walN329TVasymf600NQWtm2z9KlU1WFJTkny1O7+zhLVxsqzWH+6d5KHJfl4Vd2S5FFJzveQNBYw67977+vuf+/um5N8NpPwDXOZpU89J8k7k6S7/ybJjkl2W5LquDua6f9aWxthm23R5Un2qqofr6p7ZPLQjvM3anN+kmcNy0cn+Vh3b/W/PWPZLNqnhmm/f5JJ0HYvJAtZsD9197ru3q27V3f36kyeAfDU7r5iecplBZjl3733Jjk0Sapqt0ymlX9hSatkJZmlT/1jkicmSVU9JJOw/c9LWiV3J+cn+dXhqeSPSrKuu7+83EUtxjRytjnd/d2qen6SDyfZPslbuvuGqnpFkiu6+/wk/zOT6U6fz2RE+xnLVzFbuxn71GuS7JzkvOFZe//Y3U9dtqLZas3Yn2BmM/apDyd5UlXdmGR9kt/u7n9ZvqrZms3Yp34ryZuq6oWZTPc9zsAF86mqP8/kNpbdhvv8fzfJDknS3Wdlct//4Uk+n+SbSZ69PJVumtLnAQAAYFymkQMAAMDIhG0AAAAYmbANAAAAIxO2AQAAYGTCNgAAAIxM2AYAAICRCdsAAAAwsv8H9KmvAdxK9tgAAAAASUVORK5CYII=\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1018,849 +1718,383 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 32, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Parse progress: |█████████████████████████████████████████████████████████| 100%\n" - ] + "data": { + "text/plain": [ + "'gbm'" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "test = h2o.import_file(path = 'data/testPriceCleaned.csv')" + "bestModel_300.algo" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 33, "metadata": {}, + "outputs": [], "source": [ - "# MODEL 2 ( 500 ) " + "meta_data['mod_best']=bestModel_300._id\n", + "meta_data['mod_best_algo']=bestModel_300.algo\n" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 34, "metadata": { "scrolled": true }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", - "get_leaderBoard done\n", - "board_to_csv done\n", - "GBM_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_7\n", - "XGBoost_1_AutoML_20190416_015849\n", - "XGBoost_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_1_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_021340_model_9\n", - "XGBoost_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_6\n", - "XGBoost_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_7\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_8\n", - "XGBoost_2_AutoML_20190416_015849\n", - "GBM_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_021340_model_7\n", - "GBM_2_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_015849_model_7\n", - "DRF_1_AutoML_20190416_021340\n", - "GBM_4_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_020809\n", - "GBM_4_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_10\n", - "GBM_2_AutoML_20190416_021340\n", - "GBM_4_AutoML_20190416_021340\n", - "XRT_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_020809\n", - "DRF_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_4\n", - "XRT_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_021340_model_12\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_2_AutoML_20190416_015849\n", - "DRF_1_AutoML_20190416_015849\n", - "XRT_1_AutoML_20190416_021340\n", - "XGBoost_3_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_015849_model_8\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_9\n", - "XGBoost_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_021340_model_14\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_12\n", - "XGBoost_3_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_11\n", - "GBM_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_9\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_9\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_6\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_8\n", - "GBM_grid_1_AutoML_20190416_020809_model_2\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_6\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_1\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_11\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_021340_model_8\n", - "GBM_grid_1_AutoML_20190416_021340_model_17\n", - "GBM_grid_1_AutoML_20190416_020809_model_5\n", - "GBM_grid_1_AutoML_20190416_015849_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_11\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_5_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_021340_model_15\n", - "GBM_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_5_AutoML_20190416_020809\n", - "GBM_5_AutoML_20190416_015849\n", - "DeepLearning_1_AutoML_20190416_021340\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_021340_model_16\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_5\n", - "DeepLearning_1_AutoML_20190416_020809\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_6\n", - "GBM_grid_1_AutoML_20190416_021340_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n", - "DeepLearning_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_020809_model_11\n", - "GBM_grid_1_AutoML_20190416_021340_model_5\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_5\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_19\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_021340_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_10\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_7\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_10\n", - "GBM_grid_1_AutoML_20190416_020809_model_13\n", - "GBM_grid_1_AutoML_20190416_015849_model_10\n", - "GBM_grid_1_AutoML_20190416_015849_model_12\n", - "GBM_grid_1_AutoML_20190416_021340_model_18\n", - "GBM_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_8\n", - "GBM_grid_1_AutoML_20190416_021340_model_20\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_12\n", - "GBM_grid_1_AutoML_20190416_015849_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_14\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "GLM_grid_1_AutoML_20190416_020809_model_1\n", - "GLM_grid_1_AutoML_20190416_021340_model_1\n", - "GLM_grid_1_AutoML_20190416_015849_model_1\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_4\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_2\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_13\n", - "get_all_params done\n", - "model_list : 129\n", - "all_params : 129\n", - "tryyyyyyyyyyyyyyyy 1\n", - "done\n", - "tryyyyyyyyyyyyyyyy 2\n", - "done\n", - "tryyyyyyyyyyyyyyyy 3\n", - "done\n", - "tryyyyyyyyyyyyyyyy 4\n", - "done\n", - "tryyyyyyyyyyyyyyyy 5\n", - "done\n", - "tryyyyyyyyyyyyyyyy 6\n", - "done\n", - "tryyyyyyyyyyyyyyyy 7\n", - "done\n", - "tryyyyyyyyyyyyyyyy 8\n", - "done\n", - "tryyyyyyyyyyyyyyyy 9\n", - "done\n", - "tryyyyyyyyyyyyyyyy 10\n", - "done\n", - "tryyyyyyyyyyyyyyyy 11\n", - "done\n", - "tryyyyyyyyyyyyyyyy 12\n", - "done\n", - "tryyyyyyyyyyyyyyyy 13\n", - "done\n", - "tryyyyyyyyyyyyyyyy 14\n", - "done\n", - "tryyyyyyyyyyyyyyyy 15\n", - "done\n", - "tryyyyyyyyyyyyyyyy 16\n", - 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"done\n", - "tryyyyyyyyyyyyyyyy 116\n", - "done\n", - "tryyyyyyyyyyyyyyyy 117\n", - "done\n", - "tryyyyyyyyyyyyyyyy 118\n", - "done\n", - "tryyyyyyyyyyyyyyyy 119\n", - "done\n", - "tryyyyyyyyyyyyyyyy 120\n", - "done\n", - "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 121\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 122\n", - "done\n", - "tryyyyyyyyyyyyyyyy 123\n", - "done\n", - "tryyyyyyyyyyyyyyyy 124\n", - "done\n", - "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 125\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 126\n", - "done\n", - "tryyyyyyyyyyyyyyyy 127\n", - "done\n", - "tryyyyyyyyyyyyyyyy 128\n", - "done\n", - "tryyyyyyyyyyyyyyyy 129\n", - "done\n" - ] + "data": { + "text/plain": [ + "0 GBM_1_AutoML_20190425_031629\n", + "1 XGBoost_1_AutoML_20190425_031629\n", + "2 XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "3 XGBoost_2_AutoML_20190425_031629\n", + "4 XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "5 GBM_4_AutoML_20190425_031629\n", + "6 XRT_1_AutoML_20190425_031629\n", + "7 DRF_1_AutoML_20190425_031629\n", + "8 GBM_grid_1_AutoML_20190425_031629_model_3\n", + "9 GBM_grid_1_AutoML_20190425_031629_model_1\n", + "10 GBM_2_AutoML_20190425_031629\n", + "11 GBM_3_AutoML_20190425_031629\n", + "12 XGBoost_3_AutoML_20190425_031629\n", + "13 GBM_grid_1_AutoML_20190425_031629_model_6\n", + "14 GBM_5_AutoML_20190425_031629\n", + "15 DeepLearning_1_AutoML_20190425_031629\n", + "16 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "17 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "18 GBM_grid_1_AutoML_20190425_031629_model_2\n", + "19 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "20 GBM_grid_1_AutoML_20190425_031629_model_5\n", + "21 GBM_grid_1_AutoML_20190425_031629_model_4\n", + "22 StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "23 StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n", + "24 GLM_grid_1_AutoML_20190425_031629_model_1\n", + "Name: model_id, dtype: object" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "runtime = 500\n", - "leaderBoard = get_leaderBoard(runtime)\n", - "\n", - "board_csv = board_to_csv(leaderBoard, runtime)\n", - "board_csv.to_csv('result/500/leaderboard.csv', sep='\\t')\n", - "\n", - "params = get_all_params(board_csv)\n", - "with open('result/500/params.json', 'w') as f:\n", - " json.dump(params, f)\n", - " \n", - "all_varimp = get_all_varimp(board_csv) \n", - "all_varimp.to_csv('result/500/all_varimp.csv', sep='\\t')" + "aml_leaderboard_df=leaderBoard.as_data_frame()\n", + "model_set=aml_leaderboard_df['model_id']\n", + "model_set" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 35, "metadata": {}, + "outputs": [], + "source": [ + "DL = [ 15, 19, 16, 17,]\n", + "DRF = [7,]\n", + "GBM=[ 0, 10, 11, 5, 14, 9, 18, 8, 21, 20, 13,]\n", + "GLM = [24,]\n", + "XGB = [1, 3, 12, 2, 4, ]\n", + "XRT = [6,]" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Model Details\n", - "=============\n", - "H2OGradientBoostingEstimator : Gradient Boosting Machine\n", - "Model Key: GBM_1_AutoML_20190416_015849\n", - "\n", - "\n", - "ModelMetricsRegression: gbm\n", - "** Reported on train data. **\n", - "\n", - "MSE: 9064188861621198.0\n", - "RMSE: 95206033.74587767\n", - "MAE: 67496135.99104144\n", - "RMSLE: 0.25946421720441404\n", - "Mean Residual Deviance: 9064188861621198.0\n", - "\n", - "ModelMetricsRegression: gbm\n", - "** Reported on cross-validation data. **\n", - "\n", - "MSE: 2.5146739460939084e+16\n", - "RMSE: 158577235.00218776\n", - "MAE: 96028946.28873461\n", - "RMSLE: 0.3325625379269681\n", - "Mean Residual Deviance: 2.5146739460939084e+16\n", - "Cross-Validation Metrics Summary: \n" + "HP done\n", + "--- create new folder hyperparameter ---\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n" ] - }, + } + ], + "source": [ + "DL = get_DL_params(board_csv, DL, 'DL')\n", + "XGB = get_XG_params(board_csv, XGB, 'XGB')\n", + "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n", + "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n", + "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n", + "GLM = get_GLM_params(board_csv, GLM, 'GLM') " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ { "data": { - "text/html": [ - "
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meansdcv_1_validcv_2_validcv_3_validcv_4_validcv_5_valid
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" - ], "text/plain": [ - " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", - "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.60289e+07 3.61222e+06 1.00648e+08 8.99918e+07 9.99875e+07 8.95722e+07 9.99452e+07\n", - "mean_residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "mse 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "r2 0.751772 0.015231 0.748639 0.762295 0.739205 0.786204 0.722519\n", - "residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "rmse 1.57674e+08 1.19533e+07 1.66467e+08 1.37592e+08 1.74423e+08 1.36877e+08 1.7301e+08\n", - "rmsle 0.33241 0.00712425 0.340407 0.317537 0.341223 0.32299 0.339892" + "['GBM_1_AutoML_20190425_031629',\n", + " 'XGBoost_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_031629',\n", + " 'DeepLearning_1_AutoML_20190425_031629',\n", + " 'GLM_grid_1_AutoML_20190425_031629_model_1']" ] }, + "execution_count": 40, "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Scoring History: \n" - ] - }, - { - "data": { - "text/html": [ - "
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timestampdurationnumber_of_treestraining_rmsetraining_maetraining_deviance
2019-04-16 01:59:34 2.530 sec0.0316955226.6467000217175355.8332210100460615698660944.0000000
2019-04-16 01:59:34 2.570 sec5.0233002195.6791182161623741.183426654290023191290104.0000000
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2019-04-16 01:59:34 2.637 sec15.0160886370.0168623110703199.102351625884424057202716.0000000
2019-04-16 01:59:34 2.677 sec20.0147080024.7121016100357653.072340421632533669312412.0000000
---------------------
2019-04-16 01:59:34 2.941 sec80.0100875681.109493871046537.440537510175903039304288.0000000
2019-04-16 01:59:34 2.960 sec85.098941160.753664069978548.02060479789353291282378.0000000
2019-04-16 01:59:34 2.982 sec90.097317074.033937868895259.28152309470612898526922.0000000
2019-04-16 01:59:35 3.000 sec95.095815426.870273067948401.30078399180596026332636.0000000
2019-04-16 01:59:35 3.008 sec97.095206033.745877767496135.99104149064188861621198.0000000
" - ], + "output_type": "execute_result" + } + ], + "source": [ + "# best model of each type\n", + "best_model_set = [0, 1, 6, 7, 15, 24,]\n", + "best_sets_300 = get_best_models(best_model_set, model_set)\n", + "meta_data['models']=best_sets_300\n", + "best_sets_300\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "# Update and save meta data\n", + "\n", + "meta_data['end_time'] = time.time()\n", + "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n", + " \n", + "n=run_id+'_meta_data.json'\n", + "dict_to_json(meta_data,n)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { "text/plain": [ - " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", - "--- ------------------- ---------- ----------------- ------------------ ------------------ ----------------------\n", - " 2019-04-16 01:59:34 2.530 sec 0.0 316955226.64669997 217175355.83322105 1.0046061569866094e+17\n", - " 2019-04-16 01:59:34 2.570 sec 5.0 233002195.67911825 161623741.18342665 5.4290023191290104e+16\n", - " 2019-04-16 01:59:34 2.599 sec 10.0 185979042.97800505 128617301.53639418 3.4588204427014652e+16\n", - " 2019-04-16 01:59:34 2.637 sec 15.0 160886370.01686227 110703199.10235162 2.5884424057202716e+16\n", - " 2019-04-16 01:59:34 2.677 sec 20.0 147080024.71210158 100357653.07234043 2.1632533669312412e+16\n", - "--- --- --- --- --- --- ---\n", - " 2019-04-16 01:59:34 2.941 sec 80.0 100875681.10949382 71046537.44053751 1.0175903039304288e+16\n", - " 2019-04-16 01:59:34 2.960 sec 85.0 98941160.75366399 69978548.0206047 9789353291282378.0\n", - " 2019-04-16 01:59:34 2.982 sec 90.0 97317074.03393775 68895259.28152296 9470612898526922.0\n", - " 2019-04-16 01:59:35 3.000 sec 95.0 95815426.87027301 67948401.30078387 9180596026332636.0\n", - " 2019-04-16 01:59:35 3.008 sec 97.0 95206033.74587767 67496135.99104144 9064188861621198.0" + "{'start_time': 1556176588.4232352,\n", + " 'target': 'transaction_real_price',\n", + " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n", + " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n", + " 'test_path': None,\n", + " 'max_models': 9,\n", + " 'run_time': 300,\n", + " 'run_id': 'MhjELnB300',\n", + " 'scale': False,\n", + " 'classification': False,\n", + " 'model_path': None,\n", + " 'balance': False,\n", + " 'balance_threshold': 0.2,\n", + " 'project': None,\n", + " 'end_time': 1556177515.9338748,\n", + " 'execution_time': 927.510639667511,\n", + " 'run_path': '/Users/bonnie/6105/project/DS/project/results/MhjELnB300',\n", + " 'nthreads': 1,\n", + " 'min_mem_size': 1,\n", + " 'analysis': 0,\n", + " 'X': ['city',\n", + " 'exclusive_use_area',\n", + " 'floor',\n", + " 'total_parking_capacity_in_site',\n", + " 'total_household_count_in_sites',\n", + " 'apartment_building_count_in_sites',\n", + " 'supply_area',\n", + " 'total_household_count_of_area_type',\n", + " 'room_count',\n", + " 'bathroom_count',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_fuel_gas',\n", + " 'heat_type_central',\n", + " 'heat_type_district',\n", + " 'heat_type_individual',\n", + " 'front_door_structure_corridor',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway'],\n", + " 'variables': {'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'},\n", + " 'model_execution_time_sec': 306.66742992401123,\n", + " 'model_execution_time': 306.6675138473511,\n", + " 'mod_best': 'GBM_1_AutoML_20190425_031629',\n", + " 'mod_best_algo': 'gbm',\n", + " 'models': ['GBM_1_AutoML_20190425_031629',\n", + " 'XGBoost_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_031629',\n", + " 'DeepLearning_1_AutoML_20190425_031629',\n", + " 'GLM_grid_1_AutoML_20190425_031629_model_1']}" ] }, + "execution_count": 47, "metadata": {}, - "output_type": "display_data" - }, + "output_type": "execute_result" + } + ], + "source": [ + "meta_data" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "scrolled": true + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "See the whole table with table.as_data_frame()\n", - "Variable Importances: \n" + "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs/MhjELnB300_autoh2o_log.zip\n" ] }, { "data": { - "text/html": [ - "
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variablerelative_importancescaled_importancepercentage
supply_area514244051216881418240.00000001.00.2696530
city355607991304987869184.00000000.69151600.1864694
exclusive_use_area287178627309046333440.00000000.55844810.1505872
apartment_building_count_in_sites136599603887541846016.00000000.26563190.0716284
total_parking_capacity_in_site110624380553147711488.00000000.21512040.0580079
total_household_count_in_sites83936717664419840000.00000000.16322350.0440137
floor79562227090429313024.00000000.15471690.0417199
heat_fuel_cogeneration62866688380418129920.00000000.12225070.0329653
total_household_count_of_area_type52281927434330177536.00000000.10166750.0274150
heat_fuel_gas43593366649318670336.00000000.08477170.0228590
bathroom_count42576472325253758976.00000000.08279430.0223257
heat_type_district35194944992644694016.00000000.06844020.0184551
heat_type_individual34225360454899728384.00000000.06655470.0179467
front_door_structure_stairway24499676530895486976.00000000.04764210.0128468
room_count20022249678312570880.00000000.03893530.0104990
front_door_structure_mixed10703568675027288064.00000000.02081420.0056126
heat_type_central7370545410470838272.00000000.01433280.0038649
front_door_structure_corridor5969837415672578048.00000000.01160900.0031304
" - ], "text/plain": [ - "variable relative_importance scaled_importance percentage\n", - "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 5.14244e+20 1 0.269653\n", - "city 3.55608e+20 0.691516 0.186469\n", - "exclusive_use_area 2.87179e+20 0.558448 0.150587\n", - "apartment_building_count_in_sites 1.366e+20 0.265632 0.0716284\n", - "total_parking_capacity_in_site 1.10624e+20 0.21512 0.0580079\n", - "total_household_count_in_sites 8.39367e+19 0.163224 0.0440137\n", - "floor 7.95622e+19 0.154717 0.0417199\n", - "heat_fuel_cogeneration 6.28667e+19 0.122251 0.0329653\n", - "total_household_count_of_area_type 5.22819e+19 0.101668 0.027415\n", - "heat_fuel_gas 4.35934e+19 0.0847717 0.022859\n", - "bathroom_count 4.25765e+19 0.0827943 0.0223257\n", - "heat_type_district 3.51949e+19 0.0684402 0.0184551\n", - "heat_type_individual 3.42254e+19 0.0665547 0.0179467\n", - "front_door_structure_stairway 2.44997e+19 0.0476421 0.0128468\n", - "room_count 2.00222e+19 0.0389353 0.010499\n", - "front_door_structure_mixed 1.07036e+19 0.0208142 0.00561261\n", - "heat_type_central 7.37055e+18 0.0143328 0.00386488\n", - "front_door_structure_corridor 5.96984e+18 0.011609 0.00313039" + "'/Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs/MhjELnB300_autoh2o_log.zip'" ] }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [] - }, - "execution_count": 21, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bestModel_500 = get_BestModel(board_csv)\n", - "bestModel_500" + "# Save logs\n", + "h2o.download_all_logs(dirname=logs_path, filename=logfile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MODEL 2 ( 500 ) " + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "runtime = 500" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 50, "metadata": { - "scrolled": false + "scrolled": true }, "outputs": [ { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "eFMvlPR500\n" + ] } ], "source": [ - "bestModel_500.varimp_plot()" + "rtime = str(runtime)\n", + "run_id= alphabet(7) + rtime\n", + "\n", + "run_path = os.path.join(server_path,run_id)\n", + "os.mkdir(run_path)\n", + "os.chdir(run_path) \n", + "\n", + "print (run_id)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 51, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs eFMvlPR500_autoh2o_log.zip\n" + ] + } + ], "source": [ - "# MODEL 3 ( 1000 ) " + "logfile=run_id+'_autoh2o_log.zip'\n", + "logs_path=os.path.join(run_path,'logs')\n", + "print(logs_path,' ',logfile)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'start_time': 1556178269.322779, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 500, 'run_id': 'eFMvlPR500', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556178269.322814, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/eFMvlPR500', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n" + ] + } + ], + "source": [ + "# meta data\n", + "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n", + " target,runtime,classification,scale,max_models,balance_y,\n", + " balance_threshold,name,run_path,nthreads,min_mem_size,X,\n", + " Variable_type)\n", + "\n", + "\n", + "print(meta_data)" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 53, "metadata": { "scrolled": true }, @@ -1870,690 +2104,202 @@ "output_type": "stream", "text": [ "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", - "get_leaderBoard done\n", + "get_leaderBoard done\n" + ] + } + ], + "source": [ + "model_start_time = time.time()\n", + "leaderBoard = get_leaderBoard(runtime)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time for 500 sec = 483.5366759300232\n" + ] + } + ], + "source": [ + "execution_time = time.time() - model_start_time\n", + "meta_data['model_execution_time_sec'] = execution_time\n", + "meta_data['model_execution_time'] = time.time() - model_start_time\n", + "print(\"Execution time for \", runtime,\"sec = \",meta_data['model_execution_time_sec'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- create new folder leaderboard ---\n", "board_to_csv done\n", - "GBM_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_7\n", - "XGBoost_1_AutoML_20190416_015849\n", - "XGBoost_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_9\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_3\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_4\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_14\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_16\n", - "XGBoost_1_AutoML_20190416_022142\n", - "GBM_1_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_021340_model_9\n", - "XGBoost_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_6\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_6\n", - "GBM_1_AutoML_20190416_022142\n", - "XGBoost_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_7\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_8\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_19\n", - "XGBoost_2_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_022142_model_22\n", - "GBM_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_3\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_20\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_7\n", - "GBM_2_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_015849_model_7\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_30\n", - "DRF_1_AutoML_20190416_021340\n", - "GBM_2_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_020809\n", - "GBM_4_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_10\n", - "GBM_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_13\n", - "GBM_3_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_021340\n", - "XRT_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_11\n", - "GBM_3_AutoML_20190416_020809\n", - "DRF_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_4\n", - "XRT_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_021340_model_12\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_2_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_022142_model_40\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_18\n", - "DRF_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_21\n", - "GBM_grid_1_AutoML_20190416_022142_model_18\n", - "XRT_1_AutoML_20190416_021340\n", - "XGBoost_3_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_015849_model_8\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_9\n", - "XGBoost_3_AutoML_20190416_022142\n", - "DRF_1_AutoML_20190416_022142\n", - "XGBoost_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_022142_model_34\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_12\n", - "XRT_1_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_021340_model_14\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_12\n", - "GBM_grid_1_AutoML_20190416_022142_model_20\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_8\n", - "XGBoost_3_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_4\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_11\n", - "GBM_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_1\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_17\n", - "GBM_grid_1_AutoML_20190416_022142_model_38\n", - "GBM_grid_1_AutoML_20190416_022142_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_9\n", - "GBM_grid_1_AutoML_20190416_022142_model_10\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_9\n", - "GBM_grid_1_AutoML_20190416_022142_model_44\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_32\n", - "GBM_grid_1_AutoML_20190416_022142_model_23\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_8\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_7\n", - "GBM_grid_1_AutoML_20190416_022142_model_8\n", - "GBM_grid_1_AutoML_20190416_020809_model_2\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_6\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_43\n", - "GBM_grid_1_AutoML_20190416_022142_model_24\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_11\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_022142_model_17\n", - "GBM_grid_1_AutoML_20190416_021340_model_8\n", - "GBM_grid_1_AutoML_20190416_022142_model_45\n", - "GBM_grid_1_AutoML_20190416_021340_model_17\n", - "GBM_grid_1_AutoML_20190416_020809_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_36\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_1\n", - "GBM_grid_1_AutoML_20190416_015849_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_11\n", - "GBM_grid_1_AutoML_20190416_022142_model_15\n", - "GBM_grid_1_AutoML_20190416_022142_model_35\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_26\n", - "GBM_5_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_37\n", - "GBM_5_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_021340_model_15\n", - "GBM_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_022142_model_13\n", - "GBM_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_5_AutoML_20190416_020809\n", - "GBM_5_AutoML_20190416_015849\n", - "DeepLearning_1_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_022142_model_9\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_022142_model_33\n", - "GBM_grid_1_AutoML_20190416_021340_model_16\n", - "GBM_grid_1_AutoML_20190416_022142_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_29\n", - "GBM_grid_1_AutoML_20190416_015849_model_5\n", - "DeepLearning_1_AutoML_20190416_020809\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_11\n", - "GBM_grid_1_AutoML_20190416_022142_model_16\n", - "GBM_grid_1_AutoML_20190416_021340_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n", - "DeepLearning_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_020809_model_11\n", - "GBM_grid_1_AutoML_20190416_021340_model_5\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_21\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n", - "DeepLearning_1_AutoML_20190416_022142\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_7\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_27\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_8\n", - "GBM_grid_1_AutoML_20190416_021340_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_19\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_021340_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_10\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_7\n", - "GBM_grid_1_AutoML_20190416_022142_model_12\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_15\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_42\n", - "GBM_grid_1_AutoML_20190416_022142_model_3\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_31\n", - "GBM_grid_1_AutoML_20190416_020809_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_39\n", - "GBM_grid_1_AutoML_20190416_020809_model_13\n", - "GBM_grid_1_AutoML_20190416_015849_model_10\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_9\n", - "GBM_grid_1_AutoML_20190416_015849_model_12\n", - "GBM_grid_1_AutoML_20190416_021340_model_18\n", - "GBM_grid_1_AutoML_20190416_022142_model_25\n", - "GBM_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_41\n", - "GBM_grid_1_AutoML_20190416_020809_model_8\n", - "GBM_grid_1_AutoML_20190416_022142_model_4\n", - "GBM_grid_1_AutoML_20190416_021340_model_20\n", - "GBM_grid_1_AutoML_20190416_022142_model_28\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_3\n", - "GBM_grid_1_AutoML_20190416_022142_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_7\n", - "GBM_grid_1_AutoML_20190416_020809_model_12\n", - "GBM_grid_1_AutoML_20190416_015849_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_14\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "GLM_grid_1_AutoML_20190416_020809_model_1\n", - "GLM_grid_1_AutoML_20190416_022142_model_1\n", - "GLM_grid_1_AutoML_20190416_021340_model_1\n", - "GLM_grid_1_AutoML_20190416_015849_model_1\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_4\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_2\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_13\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_19\n", - "get_all_params done\n", - "model_list : 216\n", - "all_params : 216\n", - "tryyyyyyyyyyyyyyyy 1\n", - "done\n", - "tryyyyyyyyyyyyyyyy 2\n", - "done\n", - "tryyyyyyyyyyyyyyyy 3\n", - "done\n", - "tryyyyyyyyyyyyyyyy 4\n", - "done\n", - "tryyyyyyyyyyyyyyyy 5\n", - "done\n", - "tryyyyyyyyyyyyyyyy 6\n", - "done\n", - "tryyyyyyyyyyyyyyyy 7\n", - "done\n", - "tryyyyyyyyyyyyyyyy 8\n", - "done\n", - "tryyyyyyyyyyyyyyyy 9\n", - "done\n", - "tryyyyyyyyyyyyyyyy 10\n", - "done\n", - "tryyyyyyyyyyyyyyyy 11\n", - "done\n", - "tryyyyyyyyyyyyyyyy 12\n", - "done\n", - "tryyyyyyyyyyyyyyyy 13\n", - "done\n", - "tryyyyyyyyyyyyyyyy 14\n", - "done\n", - "tryyyyyyyyyyyyyyyy 15\n", - "done\n", - "tryyyyyyyyyyyyyyyy 16\n", - "done\n", - "tryyyyyyyyyyyyyyyy 17\n", - "done\n", - "tryyyyyyyyyyyyyyyy 18\n", - "done\n", - "tryyyyyyyyyyyyyyyy 19\n", - "done\n", - "tryyyyyyyyyyyyyyyy 20\n", - "done\n", - 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"XGBoost_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_7\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_6\n", + "--- param existed ---\n", + "XGBoost_3_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_5\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_2\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_6\n", + "--- param existed ---\n", + "GBM_5_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_5_AutoML_20190425_034434\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_4\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_6\n", + "--- param existed ---\n", + "DeepLearning_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DeepLearning_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_2\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_6\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_7\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_5\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "DeepLearning_grid_1_AutoML_20190425_034434_model_7\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_5\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_4\n", + "--- param existed ---\n", + "StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "--- param existed ---\n", + "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "--- param existed ---\n" ] - }, + } + ], + "source": [ + "board_csv = board_to_csv(leaderBoard)\n", + "\n", + "every_params = get_every_params(board_csv)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "scrolled": true + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "tryyyyyyyyyyyyyyyy 190\n", - "done\n", - "tryyyyyyyyyyyyyyyy 191\n", - "done\n", - "tryyyyyyyyyyyyyyyy 192\n", - "done\n", - "tryyyyyyyyyyyyyyyy 193\n", - "done\n", - "tryyyyyyyyyyyyyyyy 194\n", - "done\n", - "tryyyyyyyyyyyyyyyy 195\n", - "done\n", - "tryyyyyyyyyyyyyyyy 196\n", - "done\n", - "tryyyyyyyyyyyyyyyy 197\n", - "done\n", - "tryyyyyyyyyyyyyyyy 198\n", - "done\n", - "tryyyyyyyyyyyyyyyy 199\n", - "done\n", - "tryyyyyyyyyyyyyyyy 200\n", - "done\n", - "tryyyyyyyyyyyyyyyy 201\n", - "done\n", - "tryyyyyyyyyyyyyyyy 202\n", - "done\n", - "tryyyyyyyyyyyyyyyy 203\n", - "done\n", - "tryyyyyyyyyyyyyyyy 204\n", - "done\n", - "tryyyyyyyyyyyyyyyy 205\n", - "done\n", "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 206\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 207\n", - "done\n", - "tryyyyyyyyyyyyyyyy 208\n", - "done\n", - "tryyyyyyyyyyyyyyyy 209\n", - "done\n", - "tryyyyyyyyyyyyyyyy 210\n", - "done\n", "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 211\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 212\n", - "done\n", - "tryyyyyyyyyyyyyyyy 213\n", - "done\n", - "tryyyyyyyyyyyyyyyy 214\n", - "done\n", - "tryyyyyyyyyyyyyyyy 215\n", - "done\n", - "tryyyyyyyyyyyyyyyy 216\n", - "done\n" + "--- create new folder varimp ---\n", + "all varimp done\n" ] } ], "source": [ - "runtime = 1000\n", - "leaderBoard = get_leaderBoard(runtime)\n", - "\n", - "board_csv = board_to_csv(leaderBoard, runtime)\n", - "board_csv.to_csv('result/1000/leaderboard.csv', sep='\\t')\n", - "\n", - "params = get_all_params(board_csv)\n", - "with open('result/1000/params.json', 'w') as f:\n", - " json.dump(params, f)\n", - " \n", - "all_varimp = get_all_varimp(board_csv) \n", - "all_varimp.to_csv('result/1000/all_varimp.csv', sep='\\t')" + "all_varimp = get_all_varimp(board_csv) " ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 58, "metadata": { "scrolled": true }, @@ -2564,27 +2310,27 @@ "text": [ "Model Details\n", "=============\n", - "H2OGradientBoostingEstimator : Gradient Boosting Machine\n", - "Model Key: GBM_1_AutoML_20190416_015849\n", + "H2OXGBoostEstimator : XGBoost\n", + "Model Key: XGBoost_grid_1_AutoML_20190425_034434_model_5\n", "\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on train data. **\n", "\n", - "MSE: 9064188861621198.0\n", - "RMSE: 95206033.74587767\n", - "MAE: 67496135.99104144\n", - "RMSLE: 0.25946421720441404\n", - "Mean Residual Deviance: 9064188861621198.0\n", + "MSE: 6426494700688825.0\n", + "RMSE: 80165420.85393693\n", + "MAE: 54535962.69703504\n", + "RMSLE: 0.21184011548141482\n", + "Mean Residual Deviance: 6426494700688825.0\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on cross-validation data. **\n", "\n", - "MSE: 2.5146739460939084e+16\n", - "RMSE: 158577235.00218776\n", - "MAE: 96028946.28873461\n", - "RMSLE: 0.3325625379269681\n", - "Mean Residual Deviance: 2.5146739460939084e+16\n", + "MSE: 2.3532474855228316e+16\n", + "RMSE: 153402981.89809844\n", + "MAE: 90918845.49757412\n", + "RMSLE: 0.31368784715308506\n", + "Mean Residual Deviance: 2.3532474855228316e+16\n", "Cross-Validation Metrics Summary: \n" ] }, @@ -2600,72 +2346,72 @@ "cv_4_valid\n", "cv_5_valid\n", "mae\n", - "96028944.0000000\n", - "3612221.8\n", - "100648072.0000000\n", - "89991768.0000000\n", - "99987528.0000000\n", - "89572152.0000000\n", - "99945208.0000000\n", + "90918848.0000000\n", + "1839696.5\n", + "95816288.0000000\n", + "91183232.0000000\n", + "89934552.0000000\n", + "88611840.0000000\n", + "89048312.0000000\n", "mean_residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23532475900000000.0000000\n", + "1714782600000000.0000000\n", + "25732130500000000.0000000\n", + "26206443000000000.0000000\n", + "20645164800000000.0000000\n", + "24424381600000000.0000000\n", + "20654257200000000.0000000\n", "mse\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23532475900000000.0000000\n", + "1714782600000000.0000000\n", + "25732130500000000.0000000\n", + "26206443000000000.0000000\n", + "20645164800000000.0000000\n", + "24424381600000000.0000000\n", + "20654257200000000.0000000\n", "r2\n", - "0.7517724\n", - "0.0152310\n", - "0.7486387\n", - "0.7622951\n", - "0.7392049\n", - "0.7862044\n", - "0.7225189\n", + "0.7603636\n", + "0.0170403\n", + "0.7535597\n", + "0.7253769\n", + "0.7528056\n", + "0.7716479\n", + "0.7984281\n", "residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23532475900000000.0000000\n", + "1714782600000000.0000000\n", + "25732130500000000.0000000\n", + "26206443000000000.0000000\n", + "20645164800000000.0000000\n", + "24424381600000000.0000000\n", + "20654257200000000.0000000\n", "rmse\n", - "157673632.0000000\n", - "11953314.0000000\n", - "166466832.0000000\n", - "137592448.0000000\n", - "174422512.0000000\n", - "136876560.0000000\n", - "173009840.0000000\n", + "153195920.0000000\n", + "5634126.0\n", + "160412368.0000000\n", + "161884048.0000000\n", + "143684256.0000000\n", + "156283008.0000000\n", + "143715888.0000000\n", "rmsle\n", - "0.3324099\n", - "0.0071243\n", - "0.3404068\n", - "0.3175372\n", - "0.3412233\n", - "0.3229898\n", - "0.3398924" + "0.3136399\n", + "0.0038774\n", + "0.3084553\n", + "0.3166682\n", + "0.3057718\n", + "0.3176187\n", + "0.3196857" ], "text/plain": [ " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.60289e+07 3.61222e+06 1.00648e+08 8.99918e+07 9.99875e+07 8.95722e+07 9.99452e+07\n", - "mean_residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "mse 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "r2 0.751772 0.015231 0.748639 0.762295 0.739205 0.786204 0.722519\n", - "residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "rmse 1.57674e+08 1.19533e+07 1.66467e+08 1.37592e+08 1.74423e+08 1.36877e+08 1.7301e+08\n", - "rmsle 0.33241 0.00712425 0.340407 0.317537 0.341223 0.32299 0.339892" + "mae 9.09188e+07 1.8397e+06 9.58163e+07 9.11832e+07 8.99346e+07 8.86118e+07 8.90483e+07\n", + "mean_residual_deviance 2.35325e+16 1.71478e+15 2.57321e+16 2.62064e+16 2.06452e+16 2.44244e+16 2.06543e+16\n", + "mse 2.35325e+16 1.71478e+15 2.57321e+16 2.62064e+16 2.06452e+16 2.44244e+16 2.06543e+16\n", + "r2 0.760364 0.0170403 0.75356 0.725377 0.752806 0.771648 0.798428\n", + "residual_deviance 2.35325e+16 1.71478e+15 2.57321e+16 2.62064e+16 2.06452e+16 2.44244e+16 2.06543e+16\n", + "rmse 1.53196e+08 5.63413e+06 1.60412e+08 1.61884e+08 1.43684e+08 1.56283e+08 1.43716e+08\n", + "rmsle 0.31364 0.00387737 0.308455 0.316668 0.305772 0.317619 0.319686" ] }, "metadata": {}, @@ -2689,40 +2435,40 @@ "training_mae\n", "training_deviance\n", "\n", - "2019-04-16 01:59:34\n", - " 2.530 sec\n", + "2019-04-25 03:48:03\n", + " 2 min 9.426 sec\n", "0.0\n", - "316955226.6467000\n", - "217175355.8332210\n", - "100460615698660944.0000000\n", + "510052399.0745529\n", + "401904324.3927224\n", + "260153449801706944.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.570 sec\n", + "2019-04-25 03:48:03\n", + " 2 min 9.512 sec\n", "5.0\n", - "233002195.6791182\n", - "161623741.1834266\n", - "54290023191290104.0000000\n", + "410643254.3515888\n", + "313658439.8320755\n", + "168627882344463648.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.599 sec\n", + "2019-04-25 03:48:03\n", + " 2 min 9.592 sec\n", "10.0\n", - "185979042.9780051\n", - "128617301.5363942\n", - "34588204427014652.0000000\n", + "334489708.4313594\n", + "245223017.6948787\n", + "111883365046495808.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.637 sec\n", + "2019-04-25 03:48:03\n", + " 2 min 9.678 sec\n", "15.0\n", - "160886370.0168623\n", - "110703199.1023516\n", - "25884424057202716.0000000\n", + "276921763.9709626\n", + "192776821.5477089\n", + "76685663360789552.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.677 sec\n", + "2019-04-25 03:48:04\n", + " 2 min 9.770 sec\n", "20.0\n", - "147080024.7121016\n", - "100357653.0723404\n", - "21632533669312412.0000000\n", + "232652773.7544138\n", + "153714772.6150943\n", + "54127313135622432.0000000\n", "---\n", "---\n", "---\n", @@ -2731,55 +2477,55 @@ "---\n", "---\n", "\n", - "2019-04-16 01:59:34\n", - " 2.941 sec\n", - "80.0\n", - "100875681.1094938\n", - "71046537.4405375\n", - "10175903039304288.0000000\n", + "2019-04-25 03:48:07\n", + " 2 min 12.719 sec\n", + "115.0\n", + "83743798.5030115\n", + "56418506.2544474\n", + "7013023787712987.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.960 sec\n", - "85.0\n", - "98941160.7536640\n", - "69978548.0206047\n", - "9789353291282378.0000000\n", + "2019-04-25 03:48:07\n", + " 2 min 12.915 sec\n", + "120.0\n", + "82814119.7391555\n", + "55989217.7504043\n", + "6858178428171183.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.982 sec\n", - "90.0\n", - "97317074.0339378\n", - "68895259.2815230\n", - "9470612898526922.0000000\n", + "2019-04-25 03:48:07\n", + " 2 min 13.118 sec\n", + "125.0\n", + "81358120.0617751\n", + "55210479.0641509\n", + "6619143699986209.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.000 sec\n", - "95.0\n", - "95815426.8702730\n", - "67948401.3007839\n", - "9180596026332636.0000000\n", + "2019-04-25 03:48:07\n", + " 2 min 13.322 sec\n", + "130.0\n", + "80481155.7217434\n", + "54725964.3638814\n", + "6477216426307506.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.008 sec\n", - "97.0\n", - "95206033.7458777\n", - "67496135.9910414\n", - "9064188861621198.0000000" + "2019-04-25 03:48:07\n", + " 2 min 13.490 sec\n", + "132.0\n", + "80165420.8539369\n", + "54535962.6970350\n", + "6426494700688825.0000000" ], "text/plain": [ - " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", - "--- ------------------- ---------- ----------------- ------------------ ------------------ ----------------------\n", - " 2019-04-16 01:59:34 2.530 sec 0.0 316955226.64669997 217175355.83322105 1.0046061569866094e+17\n", - " 2019-04-16 01:59:34 2.570 sec 5.0 233002195.67911825 161623741.18342665 5.4290023191290104e+16\n", - " 2019-04-16 01:59:34 2.599 sec 10.0 185979042.97800505 128617301.53639418 3.4588204427014652e+16\n", - " 2019-04-16 01:59:34 2.637 sec 15.0 160886370.01686227 110703199.10235162 2.5884424057202716e+16\n", - " 2019-04-16 01:59:34 2.677 sec 20.0 147080024.71210158 100357653.07234043 2.1632533669312412e+16\n", - "--- --- --- --- --- --- ---\n", - " 2019-04-16 01:59:34 2.941 sec 80.0 100875681.10949382 71046537.44053751 1.0175903039304288e+16\n", - " 2019-04-16 01:59:34 2.960 sec 85.0 98941160.75366399 69978548.0206047 9789353291282378.0\n", - " 2019-04-16 01:59:34 2.982 sec 90.0 97317074.03393775 68895259.28152296 9470612898526922.0\n", - " 2019-04-16 01:59:35 3.000 sec 95.0 95815426.87027301 67948401.30078387 9180596026332636.0\n", - " 2019-04-16 01:59:35 3.008 sec 97.0 95206033.74587767 67496135.99104144 9064188861621198.0" + " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", + "--- ------------------- ---------------- ----------------- ------------------ ------------------ ----------------------\n", + " 2019-04-25 03:48:03 2 min 9.426 sec 0.0 510052399.0745529 401904324.39272237 2.6015344980170694e+17\n", + " 2019-04-25 03:48:03 2 min 9.512 sec 5.0 410643254.3515888 313658439.8320755 1.6862788234446365e+17\n", + " 2019-04-25 03:48:03 2 min 9.592 sec 10.0 334489708.43135935 245223017.6948787 1.118833650464958e+17\n", + " 2019-04-25 03:48:03 2 min 9.678 sec 15.0 276921763.97096264 192776821.5477089 7.668566336078955e+16\n", + " 2019-04-25 03:48:04 2 min 9.770 sec 20.0 232652773.75441375 153714772.61509433 5.412731313562243e+16\n", + "--- --- --- --- --- --- ---\n", + " 2019-04-25 03:48:07 2 min 12.719 sec 115.0 83743798.50301148 56418506.25444744 7013023787712987.0\n", + " 2019-04-25 03:48:07 2 min 12.915 sec 120.0 82814119.73915549 55989217.75040431 6858178428171183.0\n", + " 2019-04-25 03:48:07 2 min 13.118 sec 125.0 81358120.06177509 55210479.064150944 6619143699986209.0\n", + " 2019-04-25 03:48:07 2 min 13.322 sec 130.0 80481155.72174338 54725964.3638814 6477216426307506.0\n", + " 2019-04-25 03:48:07 2 min 13.490 sec 132.0 80165420.85393693 54535962.69703504 6426494700688825.0" ] }, "metadata": {}, @@ -2802,99 +2548,99 @@ "scaled_importance\n", "percentage\n", "supply_area\n", - "514244051216881418240.0000000\n", + "1284120368951404265472.0000000\n", "1.0\n", - "0.2696530\n", - "city\n", - "355607991304987869184.0000000\n", - "0.6915160\n", - "0.1864694\n", + "0.2793377\n", "exclusive_use_area\n", - "287178627309046333440.0000000\n", - "0.5584481\n", - "0.1505872\n", - "apartment_building_count_in_sites\n", - "136599603887541846016.0000000\n", - "0.2656319\n", - "0.0716284\n", + "772957166907737243648.0000000\n", + "0.6019351\n", + "0.1681432\n", + "city\n", + "713206644014017675264.0000000\n", + "0.5554048\n", + "0.1551455\n", + "heat_fuel_cogeneration\n", + "534416448004059824128.0000000\n", + "0.4161732\n", + "0.1162529\n", "total_parking_capacity_in_site\n", - "110624380553147711488.0000000\n", - "0.2151204\n", - "0.0580079\n", + "299381886963406602240.0000000\n", + "0.2331416\n", + "0.0651252\n", + "apartment_building_count_in_sites\n", + "247495335114331652096.0000000\n", + "0.1927353\n", + "0.0538382\n", "total_household_count_in_sites\n", - "83936717664419840000.0000000\n", - "0.1632235\n", - "0.0440137\n", - "floor\n", - "79562227090429313024.0000000\n", - "0.1547169\n", - "0.0417199\n", - "heat_fuel_cogeneration\n", - "62866688380418129920.0000000\n", - "0.1222507\n", - "0.0329653\n", + "244401362170328121344.0000000\n", + "0.1903259\n", + "0.0531652\n", "total_household_count_of_area_type\n", - "52281927434330177536.0000000\n", - "0.1016675\n", - "0.0274150\n", - "heat_fuel_gas\n", - "43593366649318670336.0000000\n", - "0.0847717\n", - "0.0228590\n", - "bathroom_count\n", - "42576472325253758976.0000000\n", - "0.0827943\n", - "0.0223257\n", + "170907383734059663360.0000000\n", + "0.1330930\n", + "0.0371779\n", + "floor\n", + "131989861805672366080.0000000\n", + "0.1027862\n", + "0.0287121\n", "heat_type_district\n", - "35194944992644694016.0000000\n", - "0.0684402\n", - "0.0184551\n", + "64536595854358740992.0000000\n", + "0.0502574\n", + "0.0140388\n", "heat_type_individual\n", - "34225360454899728384.0000000\n", - "0.0665547\n", - "0.0179467\n", - "front_door_structure_stairway\n", - "24499676530895486976.0000000\n", - "0.0476421\n", - "0.0128468\n", + "38812003996492890112.0000000\n", + "0.0302246\n", + "0.0084429\n", + "bathroom_count\n", + "32156545764355473408.0000000\n", + "0.0250417\n", + "0.0069951\n", "room_count\n", - "20022249678312570880.0000000\n", - "0.0389353\n", - "0.0104990\n", - "front_door_structure_mixed\n", - "10703568675027288064.0000000\n", - "0.0208142\n", - "0.0056126\n", + "26082124451916283904.0000000\n", + "0.0203113\n", + "0.0056737\n", "heat_type_central\n", - "7370545410470838272.0000000\n", - "0.0143328\n", - "0.0038649\n", + "12259486479981477888.0000000\n", + "0.0095470\n", + "0.0026668\n", "front_door_structure_corridor\n", - "5969837415672578048.0000000\n", - "0.0116090\n", - "0.0031304" + "9603112566763028480.0000000\n", + "0.0074784\n", + "0.0020890\n", + "front_door_structure_stairway\n", + "9516272038889652224.0000000\n", + "0.0074107\n", + "0.0020701\n", + "heat_fuel_gas\n", + "4244903233052475392.0000000\n", + "0.0033057\n", + "0.0009234\n", + "front_door_structure_mixed\n", + "930509062724911104.0000000\n", + "0.0007246\n", + "0.0002024" ], "text/plain": [ "variable relative_importance scaled_importance percentage\n", "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 5.14244e+20 1 0.269653\n", - "city 3.55608e+20 0.691516 0.186469\n", - "exclusive_use_area 2.87179e+20 0.558448 0.150587\n", - "apartment_building_count_in_sites 1.366e+20 0.265632 0.0716284\n", - "total_parking_capacity_in_site 1.10624e+20 0.21512 0.0580079\n", - "total_household_count_in_sites 8.39367e+19 0.163224 0.0440137\n", - "floor 7.95622e+19 0.154717 0.0417199\n", - "heat_fuel_cogeneration 6.28667e+19 0.122251 0.0329653\n", - "total_household_count_of_area_type 5.22819e+19 0.101668 0.027415\n", - "heat_fuel_gas 4.35934e+19 0.0847717 0.022859\n", - "bathroom_count 4.25765e+19 0.0827943 0.0223257\n", - "heat_type_district 3.51949e+19 0.0684402 0.0184551\n", - "heat_type_individual 3.42254e+19 0.0665547 0.0179467\n", - "front_door_structure_stairway 2.44997e+19 0.0476421 0.0128468\n", - "room_count 2.00222e+19 0.0389353 0.010499\n", - "front_door_structure_mixed 1.07036e+19 0.0208142 0.00561261\n", - "heat_type_central 7.37055e+18 0.0143328 0.00386488\n", - "front_door_structure_corridor 5.96984e+18 0.011609 0.00313039" + "supply_area 1.28412e+21 1 0.279338\n", + "exclusive_use_area 7.72957e+20 0.601935 0.168143\n", + "city 7.13207e+20 0.555405 0.155145\n", + "heat_fuel_cogeneration 5.34416e+20 0.416173 0.116253\n", + "total_parking_capacity_in_site 2.99382e+20 0.233142 0.0651252\n", + "apartment_building_count_in_sites 2.47495e+20 0.192735 0.0538382\n", + "total_household_count_in_sites 2.44401e+20 0.190326 0.0531652\n", + "total_household_count_of_area_type 1.70907e+20 0.133093 0.0371779\n", + "floor 1.3199e+20 0.102786 0.0287121\n", + "heat_type_district 6.45366e+19 0.0502574 0.0140388\n", + "heat_type_individual 3.8812e+19 0.0302246 0.00844287\n", + "bathroom_count 3.21565e+19 0.0250417 0.00699509\n", + "room_count 2.60821e+19 0.0203113 0.00567371\n", + "heat_type_central 1.22595e+19 0.00954699 0.00266683\n", + "front_door_structure_corridor 9.60311e+18 0.00747836 0.00208899\n", + "front_door_structure_stairway 9.51627e+18 0.00741073 0.0020701\n", + "heat_fuel_gas 4.2449e+18 0.00330569 0.000923404\n", + "front_door_structure_mixed 9.30509e+17 0.000724628 0.000202416" ] }, "metadata": {}, @@ -2904,26 +2650,50 @@ "data": { "text/plain": [] }, - "execution_count": 27, + "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bestModel_1000 = get_BestModel(board_csv)\n", - "bestModel_1000" + "bestModel_500= get_BestModel(board_csv)\n", + "bestModel_500" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5'" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_path = run_path + '/bestModel'\n", + "h2o.save_model(model=bestModel_500, \n", + " path = my_path, \n", + " # force=True\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 60, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "data": { - "image/png": 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\n", 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bkzwyyeojZRu2ALbMtVD8X3SzAr4PPKOqrppmtQ/TfdaPAT47pv9r0t3K7hHAOdzwNm1T9eX2dFP/r6W7zdfwrQJfBvwZ+EiS+42sujvdqQc7JflI2/44053eMa5PO9Bd22BwO7mBwa36Ppyh+7cnuQvX/x34/Eh9gHcmudNQ/Xl0p8yE7nMYlD96wpdUg5klw8fmj+35XjPcLUnLmNPIJUnL21F0V/Ddqr3fZ9zFzKq7P+8+wJuBRUm+S3fu5uPo/lk+nv5GKT9GF6p/lOS/gb+2/m1NNzr67Anr/YZu9P28of7tQDdF9BM1dK/pKexKNxL7AbqQcBLX3+d7I7ppo89h/JTTuXQ48IkkC+mu1Dy4z/aVdLfrGp4CPrjw3OuSbEX32Q3us702sGuN3Dd5Bo6hm91wRJIT6QL7WVV1KHAg3Zc5n2z3EP8l3X3P/5nu85zu3OlpVdXVSZ5DN9L6tTbSehrdLdseTDe1evWhus9qdY9IcjJwNt2xuhfwMLqLuK1L9wXTIHz9lG60cnn8v/ZuuosVXkF30bC3jRmsPrOqvjt4U1V/S/IkutkqrwD+OcnhdIH3rnT3jl6PbmR3ulHyYZ+ku/DYnlV1+vCCqrokyb/S3df+C0keXVXXtmUXJ3k83RXU3wTsnOQYur8317Y+bUP3+/Z7ui8KRq0ychG7tYCH0F2YDWD3qhq+IOMHgSfR/eyf0/Z/cJ/tdenuJHBdOK+qE5J8lO4+8ee3i55d0Y7VRnS/Gx8dav+twGOTHEd3S7fLW3+eTHcdgs8N1T2WbqbMB5M8lO5Uh2ur6gNj9lPS8jDXl0P34cOHDx+3vgfdiM/gljoTb21EFzLeQhc6rqQb7f4i3QjT4HZAw/czHnsv65E2x976C3ga3bTuv9GNnB1JFxAHt/F60Uj939CFuHWAfenO4byabtr0axi5LdZUfaML6bsBP6Y7V/MqunD9A+B1TLjd0YR9m3Trr7G3epp0PNqyccd4cHupd9AFl2PbMfsbXZjcckJbd6AbCf1lO06DY7z9mLrXbWOKfV0b+CzdBcquGT22dIHk+3RfXFxOd8G0nSd9DuP2dSb9oTs3/DN0I9dX083UOIUulI3WXY8unJ1PF7Auo7sy+CHAC7nhbexuzn22fzBFncH+/3KkfLD/Uz3G/l7RnU6xC90XIH+gO3f6D3Tncb+MoftPz2AfntW2depU69HNCKkJx/m2dF8cfK/9fFxN9/djMd2MhJ2Btcb8rRm3z/+g+7vzbeDxE/qyBt3vw/l0v7t/o7sF3o5T9P+FdFfrH9xn/jzgbYzcs5wuyB9I9zdwSfuZ+RndefX3GtPuS+hmEQwuJDnjnx8fPnz0/0jVTb32iCRJurVpI8VHM+biY5Ik6Xqesy1JkiRJUs8M25IkSZIk9cywLUmSJElSzzxnW5IkSZKknnnrL2nIF77whXrJS14y192QJEmStOK60b0Rx3EauTTk8ssvn+suSJIkSboFMGxLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPZs31x2QViSLLl7CBrsfOtfdkCRJkgQs3nvhXHfhJnNkW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtrXMJVmc5M5z3Q9JkiRJWl4M21pppePPsCRJkqQVjkFFJFkryaFJzklyXpIdh0ejkyxIclx7vWeSLyU5NsmFSV7RyrdLckKSbyW5IMlnRoNwkvcmed3Q+/cn2W1Cn9ZOckySM5MsSvL0Vr5Bkp8m+TRwJnDPJE9I8uNW95Aka7e670pyetun/ZJkwrZ2SXJGkjOWXrHkZh9PSZIkSTJsC+BJwCVV9dCqeghwxDT1NwUWAlsD70py91a+FfAmYBPgfsCzRtb7L+AlAC2IPw84aMI2rgKeWVVbAI8F/mMoLD8I+GJVbQ5cDrwD2L7VPQN4Y6u3T1U9rO3TGsA/j9tQVe1XVQuqasGqa86fZtclSZIkaXqGbQEsArZP8sEk21bVdMO736mqK6vqUuCHdCEb4LSquqiqlgIHA48aXqmqFgN/TLI58ATgrKr644RtBPhAknOBHwDrA+u1Zb+uqlPa60cAGwEnJzmbLszfuy17bJJTkywCHgdsPM1+SZIkSVIv5s11BzT3quoXSbYEngLsleQo4Bqu/zJm9dFVJryfVD5sf2An4K7A56fo1guBdYEtq+ofSRYP9ePyoXoBjq6q5w+vnGR14NPAgqr63yR7jtkPSZIkSVomHNkWbRr4FVX1ZeAjwBbAYmDLVuXZI6s8PcnqSe4EbAec3sq3SnKfNkV8R+CkMZv7Ft209YcBR07RrfnA/7Wg/ViuH60edQqwTZL7t31ZM8kDuT5YX9rO4d5him1JkiRJUq8c2RZ051h/OMm1wD+AXenOcf6vJG8HTh2pfxpwKHAv4L1VdUkLuD8G9m7tnUAXrG+gqv6e5IfAX9p080kOAr6X5AzgbOBn4ypV1R+S7AQcnGS1VvyONlr/Obop8ou5/gsBSZIkSVrmDNuiqo5k/CjzAyes8ouq2mVM+RVVteOY9jcYvG6j3o8AnjNNny6luwDbOA8ZqXss3Uj5aBvvoLt4miRJkiQtV04j13KTZCPgl8AxVXXhXPdHkiRJkpYVR7Y1K1W154Ty44Djpln3AuC+w2VJNgG+NFL16qp6+E3upCRJkiTNMcO25lRVLQI2m+t+SJIkSVKfnEYuSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs/mzXUHpBXJJuvPZ99XL5zrbkiSJElayTmyLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLP5s11B6QVyaKLl7DB7ofOdTckSVquFu+9cK67IEm3OI5sS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPD9kooyZ5J3nwT1/1R3/2RJEmSJN2QYftWpqoeOdd96EuSeXPdB0mSJEkax7A9B5K8KMlpSc5O8tkk905yYZI7J1klyYlJntDqvjjJuUnOSfKlMW0dl2RBe33nJIvb642HtnFukge08sva89eSPGWonQOTPDvJqkk+nOT0tt4rp9iP7ZJ8f+j9Pkl2aq/3TnJBa+MjrWzdJN9obZ+eZJsp2t4qyY+SnNWeH9TKd0pySJLvAUe1srcM9ffdQ218O8lPkpyfZJcptrVLkjOSnLH0iiWTqkmSJEnSjDkyuJwleTCwI7BNVf0jyaeBxwAfBD4DnApcUFVHJdkY2KPVvTTJHWexqVcBH6+qg5LcFlh1ZPlXWz8Oa8sfD+wKvAxYUlUPS7IacHKSo6rqV7PYxzsCzwQ2rKpKsk5b9HHgY1V1UpJ7AUcCD57QzM+AR1fVNUm2Bz4APLst2xrYtKr+1L6UeACwFRDgu0keXVUnADu3OmsApyf5RlX9cXRDVbUfsB/ArnvsVSyd6Z5KkiRJ0niG7eXv8cCWdOEPYA3g/6pqzyTPoQvJm7W6jwO+XlWXAlTVn2axnR8DeyS5B/DNqrpwZPnhwCdaoH4ScEJVXdnC66ZJdmj15tOF2RmHbeCvwFXA/kkOBQaj39sDG7X9Brh9kttV1d/GtDEf+EIbkS/gNkPLjh46Fk9oj7Pa+7Vbf08AdkvyzFZ+z1Z+o7AtSZIkSX0zbC9/Ab5QVW+7QWGyJnCP9nZt4G+tbk3T3jVcfzrA6oPCqvpKklOBhcCRSV5eVccOLb8qyXHAE+lGuA8e6t9rq+rIGezL8Lav234bjd6K7ouF5wGvofviYBVg66q6cgZtvxf4YVU9M8kGwHFDyy4feh1gr6r67PDKSbajC/dbV9UVbV9XR5IkSZKWA8/ZXv6OAXZIchfoplwnuTfdNPKDgHcBnxuq+9wkdxrUHdPeYrqRcoDBaDRJ7gtcVFWfAL4LbDpm3a8CLwW2pZvSTXveNcltWjsPTLLWhH35Nd1I9WpJ5tOFa5KsDcyvqsOA13P9SP1RdMF70MfNmGw+cHF7vdMU9Y4Edm7bJMn67djOB/7cgvaGwCOmaEOSJEmSeuXI9nJWVRckeQdwVJJVgH8AbwQeRndu9tJ2obKXVtUBSd4PHJ9kKd1U6Z1GmvwI8N9J/gU4dqh8R+BFSf4B/A54z5juHAV8EfhuVf29le0PbACcmW6+9x+AZ0zYl/9N8t/AucCFXD+V+3bAd5KsTjfy/IZWvhvwqSTn0v3snUA3bX6cD9FNI3/jyH6N9uGodh78j9v09MuAFwFHAK9q2/o5cMqkNiRJkiSpb6mabpaydOux6x571eFLx00CkCTplmvx3gvnuguStDLJ9FWcRi5JkiRJUu+cRq5pJdkEGL3H99VV9fAe2n4p8LqR4pOr6l9vbtuSJEmSNFcM25pWVS3i+ouc9d32AcABy6JtSZIkSZorTiOXJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSejZvrjsgrUg2WX8++7564Vx3Q5IkSdJKzpFtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJkno2b647IK1IFl28hA12P3SuuyFJuhVYvPfCue6CJGkZcmRbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtrVSS/KqJC9ur3dKcve57pMkSZIkzZvrDkg3R1V9ZujtTsB5wCVz0xtJkiRJ6hi2tVJpo9hvBgo4F/gf4DJgMbAAOCjJlcAewMur6pltvX8Cdq2qZ81FvyVJkiTdujiNXCuNJBvThejHVdVDgdcNllXV14EzgBdW1WbAYcCDk6zbqrwUOGBCu7skOSPJGUuvWLJM90GSJEnSrYNhWyuTxwFfr6pLAarqT5MqVlUBXwJelGQdYGvg8Al196uqBVW1YNU15y+DbkuSJEm6tXEauVYmoZs+PlMHAN8DrgIOqaprlkmvJEmSJGmEI9tamRwDPDfJnQCS3HFk+d+A2w3eVNUldBdLewdw4HLqoyRJkiQ5sq2VR1Wdn+T9wPFJlgJn0V0YbeBA4DPtAmlbV9WVwEHAulV1wfLuryRJkqRbL8O2VipV9QXgCxOWfQP4xkjxo4DPLet+SZIkSdIww7ZusZL8BLgceNNc90WSJEnSrYthW7dYVbXlXPdBkiRJ0q2TF0iTJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZI3wLVPAAAgAElEQVR6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6Nm+uOyCtSDZZfz77vnrhXHdDkiRJ0krOkW1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSejZvrjsgrUgWXbyEDXY/dK67IUm9Wbz3wrnugiRJt0qObEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw/YMJNkgyXk9tLNdkkdOU2fdJKcmOSvJtjdhGzsl2eem93LFleT1SdYcen9YknXmsk+SJEmSNI5he/naDpgybAOPB35WVZtX1YnLvksrjnSm+pl8PXBd2K6qp1TVX5Z9zyRJkiRpdgzbM7dqks8lOT/JUUnWSHK/JEck+UmSE5NsCJDkqUOj0z9Isl6SDYBXAW9Icva4UeskmwEfAp7S6qyR5LKh5TskObC9XjfJN5Kc3h7bzGQnWl++leSc9nhkK39jkvPa4/VD9d+Z5GdJjk5ycJI3t/JJ+35gkk8k+VGSi5LsMNTWW1pfz03y7la2QZKfJvk0cCZwzyT7JjmjHetBvd2AuwM/TPLDVrY4yZ0n9X+o7Rt8bmOOyS5te2csvWLJTA6jJEmSJE3JsD1zDwA+VVUbA38Bng3sB7y2qrYE3gx8utU9CXhEVW0OfBV4a1UtBj4DfKyqNhs3al1VZwPvAr7W6lw5RX8+3tp6WOvL/jPcj08Ax1fVQ4EtgPOTbAm8FHg48AjgFUk2T7Kgtb058CxgwVA7k/Yd4G7Ao4B/BvYGSPIEumO4FbAZsGWSR7f6DwK+2Ebzfw3sUVULgE2BxyTZtKo+AVwCPLaqHju8Q5P63xaP+9xuoKr2q6oFVbVg1TXnz/AwSpIkSdJk8+a6AyuRX7UwDPATYAO6KeGHJBnUWa093wP4WpK7AbcFfrUM+rM9sNHQtm+f5HYzWO9xwIsBqmopsCTJo4BvVdXlAEm+CWxL92XMdwahP8n32vPaTN53gG9X1bXABUnWa2VPaI+z2vu16YLw/wN+XVWnDK3/3CS70P183g3YCDh3in2a1P/vMv5zkyRJkqRlyrA9c1cPvV4KrAf8pao2G1P3k8BHq+q7SbYD9rwZ262h16sPvV4F2Hp09Hso/M7GpJUmla/C5H2HGx6rDD3vVVWfvcEGuun1lw+9vw/dSPnDqurPbdr88H7Ppp+jfVkK3GgauSRJkiT1zWnkN91fgV8leQ5cd3Gvh7Zl84GL2+uXDK3zN2Amo8/Dfp/kwe3CYc8cKj8KeM3gTTvfeyaOAXZt66ya5PbACcAzkqyZZK22nRPppsM/NcnqbTR7IUBVTbXvkxwJ7NzaIcn6Se4ypt7t6cL3kjYq/uShZZOO36T+S5IkSdKcMGzfPC8EXpbkHOB84OmtfE+6KdYnApcO1f8e8MxJF0ibYHfg+8CxwG+HyncDFrSLjV1Ad/G1mXgd8Ngki+imVW9cVWcCBwKnAacC+1fVWVV1Ot1U7HOAbwJnAIMriE3a97Gq6ijgK8CP27a/zpjgXFXn0E01Px/4PHDy0OL9gMMHF0gbWmds/2dyMCRJkiRpWUhVTV9Lt1pJ1q6qy9Ld3/oEYJcWbm+Rdt1jrzp86aZz3Q1J6s3ivRfOdRckSbqlmdG5u56zrensl2QjuvOmv3BLDtqSJEmS1BfD9hxJsgfwnJHiQ6rq/StS+1X1gj76I0mSJEm3JobtOdJCby/Bei7alyRJkiRN5gXSJEmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ7Nm+sOSCuSTdafz76vXjjX3ZAkSZK0knNkW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSezZvrDkgrkkUXL2GD3Q+d625Is7J474Vz3QVJkiSNcGRbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6tkKHbaTrJPk1dPU2SDJC2bQ1gZJzuuvd2O3sTjJnceU/2hZbnd5SXJY+0ym/VymaGNBkk/02Kf9k2zUXr+9r3YlSZIk6eZYocM2sA4wXajbAJg2bC9rSVadtKyqHrk8+7KsVNVTquovzOxzmdTGGVW1W499enlVXdDeGrYlSZIkrRBW9LC9N3C/JGcn+XB7nJdkUZIdh+ps2+q8oY1gn5jkzPaYUdBNslOS7yQ5IsnPk/z70LJvJ/lJkvOT7DJUflmS9yQ5Fdh6qHyN1s4rBvXa83ZJjkvy9SQ/S3JQkrRlT2llJyX5RJLvT9HXtZMc0I7DuUme3cr3TXJG6+e7h+ovTvLBJKe1x/1b+VOTnJrkrCQ/SLLeNO0PRu5HP5cvJXn60PYOSvK0CX3fbrBvSfZM8vl2TC5KMjGEJ1kryaFJzmk/Azu28uPaaPnewBqtTwe1ZS9q+3t2ks9O+kIkyS7tuJ2x9Iolk7ogSZIkSTO2ooft3YH/qarNgFOAzYCHAtsDH05yt1bnxKrarKo+Bvwf8E9VtQWwIzCbKctbAS9s23lOkgWtfOeq2hJYAOyW5E6tfC3gvKp6eFWd1MrWBr4HfKWqPjdmG5sDrwc2Au4LbJNkdeCzwJOr6lHAutP0853AkqrapKo2BY5t5XtU1QJgU+AxSTYdWuevVbUVsA/wn63sJOARVbU58FXgrdO0P3Dd51JVbwH2B14KkGQ+8EjgsGn2YWBD4Il0x/7fk9xmQr0nAZdU1UOr6iHAEcMLq2p34MrWpxcmeTDd579N+/lZSvfZ3khV7VdVC6pqwaprzp9htyVJkiRpshU9bA97FHBwVS2tqt8DxwMPG1PvNsDnkiwCDqELtTN1dFX9saquBL7ZtgldwD6HLvDfE3hAK18KfGOkje8AB1TVFyds47Sq+k1VXQucTTcNfkPgoqr6Vatz8DT93B741OBNVf25vXxukjOBs4CNueG+Hzz0PBiFvwdwZDtWb2nrTNX+WFV1PHD/JHcBng98o6qumWYfBg6tqqur6lK6L0rWm1BvEbB9G6HftqqmG4J+PLAlcHqSs9v7+86wT5IkSZJ0s6xMYTszrPcG4Pd0I+ALgNvOYhs1+j7JdnThc+uqeihdkF29Lb+qqpaOrHMy8OTB9PAxrh56vRSYx8z3bSCjfU1yH+DNwOPbaPShQ/1kpP7g9SeBfapqE+CVQ/Vv1P4MfIlu5PilwAGzWG/c8biRqvoFXXheBOyV5F3TtBvgC22ke7OqelBV7TmLfkmSJEnSTbaih+2/Abdrr08AdkyyapJ1gUcDp43UAZgP/LaNHP8LMPHCZWP8U5I7JlkDeAZdcJ4P/LmqrkiyIfCIadp4F/BH4NOz2O7PgPsm2aC933FyVQCOAl4zeJPkDsDtgcuBJe3c6yePrLPj0POP2+v5wMXt9UumaX/Y6DEHOJBuejxVdf40/Z+1JHcHrqiqLwMfAbYYU+0fQ9PQjwF2aKPttM/13n33S5IkSZLGWaHDdlX9ETg53S27tgbOBc6hO4f4rVX1u1Z2Tbtw1hvoQu5LkpwCPJAugM7USXQjtGfTTYU+g+7c4HlJzgXeSzeVfDqvB1ZP8qEZ7ueVdFf3PiLJSXQj81NNk34fcId2obBzgMdW1Tl0o+7nA5+n+6Jg2GrtQm6voxv9B9gTOCTJicClU7U/0t/rPpckH25lvwd+yuxGtWdjE+C0NiV8j9bHUfsB5yY5qF2h/B3AUe2zOxq42zLqmyRJkiTdQKpmO1v4linJTsCCqnrNdHWX0fbXrqrL2vTzTwEXtgu+9dH2Yrp9u3S6ujdjG2vSTfHeYgbnU6+wdt1jrzp86abTV5RWIIv3XjjXXZAkSbo1mdFpwCv0yPatzCvaqO35dNO7PzvH/ZmxJNvTTYX/5MoctCVJkiSpL2MvRnVLluSJwAdHin9VVc+kO+94TrRR7BuMZCd5Kd2072EnV9W/zrLtDW5e76Zt/wfAvYbLpjnOE7Xbqh0zZtHj2/R1SZIkSVrh3erCdlUdCRw51/2Yiao6gGV3DvQydVOPcwvUm/XfI0mSJElafpxGLkmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPVs3lx3QFqRbLL+fPZ99cK57oYkSZKklZwj25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1bN5cd0BakSy6eAkb7H7oXHdDK6HFey+c6y5IkiRpBeLItiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST1bYcN2ku2SPHJF2E6SA5PsMMt2D0uyTnt92XTtJtk/yUaz2cZcS/L2GdT5UY/be1WSF7fXOyW5e19tS5IkSVKfVsiwnWQesB2wzMP2stpOVT2lqv4yi/ovr6oL+u7HMjZt2K6q3o5tVX2mqr7Y3u4EGLYlSZIkrZB6CdtJvp3kJ0nOT7JLK7ssyX8kOTPJMUnWbeWvSHJ6knOSfCPJmq38wCQfTfJD4GvAq4A3JDk7ybZt+b5JfpjkoiSPSfL5JD9NcuBQX56Q5Mdtu4ckWbuVL07y7la+KMmGSTYY3c4Uu7l9khOT/CLJP7c2d0qyz9C2v59ku6Ht3XnkOCXJPkkuSHIocJehZcclWTB07N7fjtEpSdZr5fdr709P8p5JI+ZDbb617es5SfZuZZu1Ns5N8q0kdxiz/TsnWTy0j99MckSSC5N8qJXvDazRjttBU/Thsva8XdvG15P8LMlBSTLFenu343Ruko+0sj2TvLnNBlgAHNS2v0aSLZMc334Oj0xyt7bObkPtfHXCtnZJckaSM5ZesWSqQypJkiRJM9LXyPbOVbUlXQDaLcmdgLWAM6tqC+B44N9b3W9W1cOq6qHAT4GXDbXzQGD7qno28BngY1W1WVWd2JbfAXgc8Abge8DHgI2BTVqIvDPwjtbGFsAZwBuH2r+0le8LvLmqFk/YzjgbAI8BFgKfSbL6LI8RwDOBBwGbAK9g8oj6WsAp7Rid0OoCfBz4eFU9DLhkqg0leTLwDODhrZ0PtUVfBP6tqjYFFnH95zKVzYAdW793THLPqtoduLIdtxfOoA2AzYHXAxsB9wW2mdD3O9Idq41bP983vLyqvk732b6wqjYDrgE+CezQfg4/D7y/Vd8d2Ly186px26uq/apqQVUtWHXN+TPcFUmSJEmarK+wvVuSc4BTgHsCDwCupRuhBvgy8Kj2+iFthHgR8EK6sDxwSFUtnWI736uqoguJv6+qRVV1LXA+XRh+BF2QOznJ2cBLgHsPrf/N9vyTVn82/ruqrq2qC4GLgA1nuT7Ao4GDq2ppVV0CHDuh3t+B74/p69bAIe31V6bZ1vbAAVV1BUBV/SnJfGCdqjq+1flC69N0jqmqJVV1FXABNzyms3FaVf2mfWZnM/kz+CtwFbB/kmcBV0zT7oOAhwBHt8/9HcA92rJz6UbAX0QXyiVJkiRpmZt3cxto06a3B7auqiuSHAeMG/Wt9nwg8IyqOifJTnTnTA9cPs3mrm7P1w69HryfBywFjq6q50+z/lJmv+815v013PALi5mMdo+2M84/2pcKcNP6CpAZbmtgeF9G92P4WN/U/sy4naq6JslWwOOB5wGvoZvRMEmA86tq6zHLFtJ9ofA04J1JNq4qQ7ckSZKkZaqPke35wJ9b0N6QbnR50PbgCt4vAE5qr28H/DbJbehGtif5W6s7G6cA2yS5P0CSNZM8cJp1Zrqd5yRZJcn96KZA/xxYDGzWyu8JbDVNGycAz0uyajun+LEz2O6wU4Bnt9fPm6buUcDOuf6c+DtW1RLgz0Pnpv8L3RR/6PZly/Z6plde/0f7HHvVzrOfX1WH0U0732xMteHP7efAukm2buvfJsnGSVYB7llVPwTeCqwDrN13fyVJkiRp1M0e2QaOAF6V5Fy60HNKK78c2DjJT4AldOf8ArwTOBX4Nd108ElB93vA15M8HXjtTDpSVX9oo+UHJ1mtFb8D+MUUq91gO1Oct/1zumC6HvCqqroqycnAr9p+nAecOU0Xv0U3Qruo9en4qavfyOuBLyd5E3Ao3XEdq6qOSLIZcEaSvwOH0V09/CV055yvSTcd/qVtlY8A/53kX5g8vX3UfsC5Sc6cxXnbM3E74DvtvPjQnaM/6kC6/biSbnr9DsAn2lT5ecB/0h3jL7ey0J2bP+MrxEuSJEnSTZXrZyv33HByWVU5itijFpCvrKpK8jzg+VX19Lnu1y3JrnvsVYcv3XSuu6GV0OK9F851FyRJkrR8TLyr0rA+Rra1/GwJ7NNumfUXYOc57o8kSZIkaYxlFrZXxlHtJHsAzxkpPqSq3j+u/vLWprg/dLgsySbAl0aqXl1VD19e/Wq3ejtmzKLHV9Ufp1n3W8B9Ror/raqO7Kt/kiRJkrS8ObI9pIXqFSJYz1RVLWL8BcSWZx/+eFP7UFXP7Lk7kiRJkjTn+rrPtiRJkiRJagzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLP5s11B6QVySbrz2ffVy+c625IkiRJWsk5si1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSz+bNdQekFcmii5ewwe6HznU3tJJZvPfCue6CJEmSVjCObEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNs6/+3d+/RdpX1uce/DwmCCIYK6kC0pkW8oGDQACqCiHgjHoWjFBVFUo4KeMWKxnKOotUCclqqoiAoRpF6AavmeIMhchMlgFwj9U6qIkWxGkWKSvidP9YbXdnsvddKMrPX3sn3M8YemXvOd833N+d6R5Jnv++aW5IkSZLUMcO2JEmSJEkdM2xLkiRJktSxaRO2k2yd5KgBbeYmefEQ55qbZNkkxw9Lcsra1LkukuyT5Atr+JqLkswfZ/9IrqGv/3lJ9h/Q5rlJFnXY55faOBk4ViRJkiRplKZN2Aa2BgYFqLnAwLCtKTEPmDRsV9WSqjqhqw6rav+q+jXDjRVJkiRJGpnpFLZPAHZIcm2Sk9rXsiQ3JDm4r81erc3RbQb70iRXt68nrUF/D0rylSTfT/LuVTuTvKj1uSzJiX37b+/bfkGSxW37oNb2uiSXtH2zWv1XJrk+ySv7+t0yyblJvpPk7CRpr3lakmta32cm2WxswUkWJvlekouBPSe7uCQPTPLZVtd1q+5Nkje0epcleX3bt9pKgCRvTHJc274oyYlJrmh975XkXsA7gIPbe3HwOCWsNvueZHGS9yb5RpIfJXnBJLVvl+SSdu5lSfZq+5cn2ZYxY6UdO6bvfr+97btPki+26182SZ2vSHJVkqtW3rFistsqSZIkSUOZPeoC+iwCHlNV85I8HzgCeCywLXBlC7KLgDdW1XMAkmwBPL2q7kyyI/AJ4B5LricwD9gV+D3w3STvA1YCJwKPB34FnJ/kgKr63CTneSvwzKq6OcnWbd/hwIqq2q2F5suSnN+O7Qo8GvgZcBmwZ5KrgMXA06rqe0k+BhwJ/MuqTpJsB7y91bYCuBC4ZpK63gtcXFUHJplFL+Q/HlgI7AEEWNqC+68G3KvZVbV7Wzb+tqraL8lbgflV9eoBr+23HfBk4JHAEuDcCdq9GDivqt7Vat9izPE/jRWAJM8AdgR2b9e1JMnewP2Bn1XVgtZuznidVdXpwOkARx57fLFyDa5IkiRJksYxnWa2+z0Z+ERVrayqW4GLgd3GabcpcEaSG4BzgJ3WoI8LqmpFVd0J3Ag8tPVxUVX9oqruAs4G9h5wnsuAxUleDsxq+54BHJrkWmApsA29MAhwRVX9tKruBq6ltzT+EcBNVfW91uaj4/S7R19tfwA+NaCufYFTAdp9XEHvvn62qn5XVbcD/wbsNeA8tHYA32r1rq3PVdXdVXUj8MBJ2l0JLGyz6ztX1W8HnPcZ7esa4Gp6YX5H4AZgvzYzv1e7B5IkSZK03k2nme1+GbLd0cCt9GbANwHuXIM+ft+3vZLevZis3+rb3vxPO6uOSLIHsAC4Nsm8dp7XVNV5/SdIss9a9DtRDWtjon7uYvUfvGw+5viqmlfVu7b6r33Ca66qS9rM9ALgrCQnVdXHJjlvgOOr6oP3ONCbzd8fOD7J+VX1jrWsXZIkSZKGNp1mtn8LbNW2L6H3eeBZSe5Pb5b3ijFtAOYAt7RZ4pfy55nltbUUeEqSbdvy5RfRm1UHuDXJo5JsAhy46gVJdqiqpVX1VuA24CHAecCRSTZtbR6e5D6T9PsdYG6Sh7XvX9rXb39t+yTZpp33oAHXcgG9peirPkN+X3r39YAkW7R6DgQupfcDiwe0c28GPGfAueGe70VnkjwU+HlVnQF8GHjcgL7PA/42yZbt9dsneUCSBwF3VNXHgf87znkkSZIkab2YNjPbVfXLJJe1B3V9GbgeuI7ebO6bquo/k/wSuCvJdfQ+4/wB4DNJDqL3GebfrWMNtyR5SztXgC9V1efb4UXAF4CfAMuALdv+k9rnxUMv4F7Xap8LXN0egPYL4IBJ+r0zyULgnCSz6S2jPm2c2o4DvgncQm+59GQ/XHgdcHqSw+nNSB9ZVd9M78FuV7Q2H6qqawCSvINeoL+JXvgf5EJgUVsqf3xVDVrWvib2AY5J8kfgduDQ/oNjx0pVHZPkUcA3e7eb24GXAA+j9/7cDfyR9sMHSZIkSVrfUrWuK5OlDceRxx5fX165y6jL0Ayz/IQFoy5BkiRJU2eojwFPp2XkkiRJkiRtEKbNMvL1Ickz6f0qr343VdWB47WfiZIcyz0/v31OVb1rCmtYSG/Zer/LqupVA163M3DWmN2/r6o9uqxPkiRJkqbaBh2229PAzxvYcAZroXrKgvUENXwE+MhavO4Ger/vXJIkSZI2KC4jlyRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjo2e9QFSNPJztvP4dSjFoy6DEmSJEkznDPbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHVs9qgLkKaTG25ewdxFXxx1GQKWn7Bg1CVIkiRJa82ZbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljk4btJFsnOWpAm7lJXjyoo9Zu2STHD0tyyqDzdC3JPkm+sIavuSjJ/HH2j+Qa+vqfl2T/tXztZkm+muTaJAd3Xdta1LPW1yJJkiRJozZoZntrYNKwDcwFBoZtTYl5wNoG1F2BTatqXlV9am0LSDJ7bV87xrpciyRJkiSN1KCwfQKwQ5vtPKl9LUtyQ9/s5wnAXq3N0W0G+9IkV7evJ61BPQ9K8pUk30/y7lU7k7yo9bksyYl9+2/v235BksVt+6DW9rokl7R9s1r9Vya5Pskr+/rdMsm5Sb6T5Owkaa95WpJrWt9nJtlsbMFJFib5XpKLgT0nu7gkD0zy2VbXdavuTZI3tHqXJXl927faSoAkb0xyXNu+KMmJSa5ofe+V5F7AO4CDJ5udTnK/JJ9r9+DyJLskeQDwcWBee+0OE7z2re3+LUtyet99uijJP7Z78Lok90/ymdb2yiR7tna7J/lGu6ffSPKICfq5x7W0MXH/dnyTJD9Ism2SxUlOa2Pue0me09pM9n5LkiRJ0no1KGwvAn5YVfOAy+nNNj4W2A84Kcl2rc2lbUb0ZODnwNOr6nHAwcB716Ceee01O9MLWg9J8iDgRGDfdny3JAcMOM9bgWdW1WOB57Z9hwMrqmo3YDfg5Un+qh3bFXg9sBPw18CeSTYHFgMHV9XOwGzgyKl08Y4AABKYSURBVP5O2vW/nV7Ifnp7/WTeC1zc6noc8O0kjwcWAnsAT2h17TrgPACzq2r3VvfbquoP7bo/NWB2+u3ANVW1C/D3wMeq6ufA/+LP7+MPJ3jtKVW1W1U9Brg38Jy+Y1tX1VOq6p+A9wAnt3v9fOBDrc13gL2ratdW6z+O18kE1/Jx4JDWZD/guqq6rX0/F3gKsAA4rb13k73fq0nyiiRXJblq5R0rJrh0SZIkSRremjwg7cnAJ6pqZVXdClxML8SMtSlwRpIbgHMYHED7XVBVK6rqTuBG4KGtj4uq6hdVdRdwNrD3gPNcBixO8nJgVtv3DODQJNcCS4FtgB3bsSuq6qdVdTdwLb3w9gjgpqr6Xmvz0XH63aOvtj8Ag5Zf7wucCtDu4wp69/WzVfW7qrod+DdgrwHnobUD+Fard1hPBs5qNXwN2CbJnCFf+9QkS9t7uy/w6L5j/de+H3BKu9dLgPsm2QqYA5zTZuxPHvP6Qc4EDm3bfwt8pO/Yp6vq7qr6PvAj4JFM/n6vpqpOr6r5VTV/1hbD3gpJkiRJmtiafL42Q7Y7GriV3gz4JsCda9DH7/u2V9Krb7J+q2978z/trDoiyR70ZjqvTTKvnec1VXVe/wmS7LMW/U5Uw9qYqJ+7WP2HIZuPOb6q5lX1rkt/A6+hzRZ/AJhfVT9pS9r7a/pd3/YmwBOr6r/HnON9wIVVdWCSucBFwxbd+rw1yb70fshxSP/hsc2Z4P2WJEmSpKkwaGb7t8BWbfsSeku7Z7XPzu4NXDGmDfRmL29ps8Qv5c8zy2trKfCU9vncWcCL6M2qA9ya5FFJNgEOXPWCJDtU1dKqeitwG/AQ4DzgyCSbtjYPT3KfSfr9DjA3ycPa9y/t67e/tn2SbNPOe9CAa7mAthS93cf70ruvByTZotVzIHApvR9YPKCdezNWX7I9kbHvxXguoQXV9oOG26rqN0Oce1Wwvi3JlsALJml7PvDqVd+0H3ZAb2zc3LYPG9DfeNfyIXrLyT9dVSv79h/UPse9A72PAXyXNX+/JUmSJKkzk4btqvolcFlb9vtE4HrgOuBrwJuq6j/bvrvaA7+Opjf7+bIklwMPZ/UZzzVWVbcAbwEubH1fXVWfb4cXAV9o9dzS97KT0h6oRi9cXkcvqN0IXN32f5BJZoTbUvaF9JY93wDcDZw2Tm3HAd8EvgpcPeByXkdvKfYN9JZ/P7qqrqb32fAr6IX3D1XVNVX1R3oPCVvarvE7A84NvXu002QPSGv1zk9yPb2H271siPNSVb8GzgBuAD4HXDlJ89eu6iPJjcARbf+7geOTXMbgH8KMdy1LgC1ZfQk59ML1xcCXgSPae7dG77ckSZIkdSlV67oKWpoa6f1u85Oraq++fYuBL1TVuV30ceSxx9eXV+7Sxam0jpafsGDUJUiSJEnjGeojx870aUZIsojeEvxDBrWVJEmSpFGb8rCd5Jn0fpVXv5uq6sDx2s9ESY7lnp/fPqeq3jWFNSykt2y932VV9aohXvtZYOyvyXrz+njY2LDjoapOoLfsnTH7D+u6JkmSJElaVy4jl/q4jHz6cBm5JEmSpqmhlpGvye/ZliRJkiRJQzBsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktSx2aMuQJpOdt5+DqcetWDUZUiSJEma4ZzZliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljs0ddgDSd3HDzCuYu+uKoy5hRlp+wYNQlSJIkSdOOM9uSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbmtaSvDbJvye5Ockpo65HkiRJkoYxe9QFSAMcBTwbeAowf11PlmR2Vd21zlVJkiRJ0iSc2da0leQ04K+BJcBf9O1/aJILklzf/vzLAfsXJ/nnJBcCJ47iWiRJkiRtXAzbmraq6gjgZ8BTgV/1HToF+FhV7QKcDbx3wH6AhwP7VdXfje0nySuSXJXkqpV3rFgPVyJJkiRpY2PY1kz0ROBf2/ZZwJMH7Ac4p6pWjneyqjq9quZX1fxZW8xZH/VKkiRJ2sgYtrUhqCH2/24qCpEkSZIkMGxrZvoG8MK2fQjw9QH7JUmSJGlK+TRyzUSvBc5McgzwC2DhgP2SJEmSNKUM25rWqmpu21zcvqiq5cC+47SdaP9h66c6SZIkSRqfy8glSZIkSeqYYVuSJEmSpI4ZtiVJkiRJ6phhW5IkSZKkjhm2JUmSJEnqmGFbkiRJkqSOGbYlSZIkSeqYYVuSJEmSpI4ZtiVJkiRJ6phhW5IkSZKkjhm2JUmSJEnqmGFbkiRJkqSOGbYlSZIkSeqYYVuSJEmSpI7NHnUB0nSy8/ZzOPWoBaMuQ5IkSdIM58y2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR2bPeoCpOnkhptXMHfRF0ddxmqWn7Bg1CVIkiRJWkPObEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xPQ0nmJlnWwXn2SfKkAW0OSLLTuva1NpIsT7Jt2/7GgLZ/P+D4l5JsPcnxkV2nJEmSpI2PYXvDtg8wadgGDgBGHkKralCd44bt9GxSVftX1a8nef20uE5JkiRJGwfD9vQ1K8kZSb6d5Pwk906yQ5KvJPlWkkuTPBIgyf9IsjTJNUm+muSBSeYCRwBHJ7k2yV5jO2iz3s8FTmptdkhydd/xHZN8q20vT3Jikiva18Pa/vsn+UySK9vXnhNdUJJt2rVck+SDQPqO3d7+3C7JJa2eZUn2SnICcO+27+w28//vST4AXA08ZMws+aFJrk9yXZKzxrvOMXW9IslVSa5aeceKNX+nJEmSJGkMw/b0tSPw/qp6NPBr4PnA6cBrqurxwBuBD7S2XweeUFW7Ap8E3lRVy4HTgJOral5VXTq2g6r6BrAEOKa1+SGwIsm81mQhsLjvJb+pqt2BU4B/afve0/rYrdX4oUmu6W3A11udS4C/HKfNi4Hzqmoe8Fjg2qpaBPx3q/GQ1u4RwMeqateq+o9VL07yaOBYYN+qeizwugmus/8+nF5V86tq/qwt5kxSviRJkiQNZ/aoC9CEbqqqa9v2t4C59JaEn5P8aUJ4s/bng4FPJdkOuBdw0zr0+yFgYZI3AAcDu/cd+0Tfnye37f2Anfpqum+Srarqt+Oce2/gfwJU1ReT/GqcNlcCZybZFPhc3z0Y6z+q6vJx9u8LnFtVt7V+/muC10uSJEnSeuPM9vT1+77tlcD9gF+3mdlVX49qx98HnFJVOwOvBDZfh34/AzwbeA7wrar6Zd+xGmd7E+CJfTVtP0HQHu8c9zxYdQm9UH4zcFaSQydo+rsJ9mdQH5IkSZK0vhm2Z47fADclOQj+9GCwx7Zjc+iFU4CX9b3mt8BWA867WpuquhM4DzgV+MiYtgf3/fnNtn0+8OpVDfqWoI/nEuCQ1u7ZwF+MbZDkocDPq+oM4MPA49qhP7bZ7kEuAP4myTbtfPdr+4e5F5IkSZLUCcP2zHIIcHiS64BvA89r+4+jt7z8UuC2vvb/DzhwogekNZ8EjmkPLVv14LCz6c0Onz+m7WZJlgKvA45u+14LzG8PJLuR3kPZJvJ2YO/2ELZnAD8ep80+wLVJrqH3GfD3tP2nA9cnOXuS81NV3wbeBVzc7tM/T3KdkiRJkrRepMoVt1pdkjcCc6rq//TtWw7MX/VZ6A3VkcceX19eucuoy1jN8hMWjLoESZIkSX+WwU18QJrGSPJZYAd6DxqTJEmSJK0Fw/ZGIsmxwEFjdp9TVe/q31FVB473+qqauwZ9LaS31LzfZVX1qmHPIUmSJEkzmWF7I9FC9bsGNuymr49wz4erSZIkSdJGwwekSZIkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR2bPeoCpOlk5+3ncOpRC0ZdhiRJkqQZzpltSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOpaqGnUN0rTx5je/+bebbrrpd0ddhzYct99++7ZbbrnlbaOuQxsOx5S65HhS1xxT6to0HVO3vfOd73zWoEaGbalPkquqav6o69CGwzGlrjmm1CXHk7rmmFLXZvKYchm5JEmSJEkdM2xLkiRJktQxw7a0utNHXYA2OI4pdc0xpS45ntQ1x5S6NmPHlJ/ZliRJkiSpY85sS5IkSZLUMcO2JEmSJEkdM2xro5TkWUm+m+QHSRaNc3yzJJ9qx5cmmTv1VWomGWJMvSHJjUmuT3JBkoeOok7NDIPGU1+7FySpJDPyV6Jo6gwzppL8Tft76ttJ/nWqa9TMMsS/e3+Z5MIk17R/+/YfRZ2aGZKcmeTnSZZNcDxJ3tvG2/VJHjfVNa4Nw7Y2OklmAe8Hng3sBLwoyU5jmh0O/KqqHgacDJw4tVVqJhlyTF0DzK+qXYBzgXdPbZWaKYYcTyTZCngtsHRqK9RMM8yYSrIj8BZgz6p6NPD6KS9UM8aQf0/9b+DTVbUr8ELgA1NbpWaYxcCzJjn+bGDH9vUK4NQpqGmdGba1Mdod+EFV/aiq/gB8EnjemDbPAz7ats8FnpYkU1ijZpaBY6qqLqyqO9q3lwMPnuIaNXMM83cUwD/Q+6HNnVNZnGakYcbUy4H3V9WvAKrq51Nco2aWYcZUAfdt23OAn01hfZphquoS4L8mafI84GPVczmwdZLtpqa6tWfY1sZoe+Anfd//tO0bt01V3QWsALaZkuo0Ew0zpvodDnx5vVakmWzgeEqyK/CQqvrCVBamGWuYv6MeDjw8yWVJLk8y2QyTNMyYOg54SZKfAl8CXjM1pWkDtab/15oWZo+6AGkExpuhHvs78IZpI60y9HhJ8hJgPvCU9VqRZrJJx1OSTeh9vOWwqSpIM94wf0fNprc8cx96K28uTfKYqvr1eq5NM9MwY+pFwOKq+qckTwTOamPq7vVfnjZAM/L/5s5sa2P0U+Ahfd8/mHsubfpTmySz6S1/mmxpizZuw4wpkuwHHAs8t6p+P0W1aeYZNJ62Ah4DXJRkOfAEYIkPSdMkhv137/NV9cequgn4Lr3wLY1nmDF1OPBpgKr6JrA5sO2UVKcN0VD/15puDNvaGF0J7Jjkr5Lci95DO5aMabMEeFnbfgHwtaqa9j8908gMHFNt2e8H6QVtPwupyUw6nqpqRVVtW1Vzq2ouvWcAPLeqrhpNuZoBhvl373PAUwGSbEtvWfmPprRKzSTDjKkfA08DSPIoemH7F1NapTYkS4BD21PJnwCsqKpbRl3UIC4j10anqu5K8mrgPGAWcGZVfTvJO4CrqmoJ8GF6y51+QG9G+4Wjq1jT3ZBj6iRgS+Cc9qy9H1fVc0dWtKatIceTNLQhx9R5wDOS3AisBI6pql+OrmpNZ0OOqb8DzkhyNL3lvoc5caGJJPkEvY+xbNs+5/82YFOAqjqN3uf+9wd+ANwBLBxNpWsmjnlJkiRJkrrlMnJJkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjr2/wEdN9mGJ6GN0QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -2935,7 +2705,1625 @@ } ], "source": [ - "bestModel_1000.varimp_plot()" + "bestModel_500.varimp_plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'xgboost'" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bestModel_500.algo" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [], + "source": [ + "meta_data['mod_best']=bestModel_500._id\n", + "meta_data['mod_best_algo']=bestModel_500.algo\n" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 XGBoost_grid_1_AutoML_20190425_034434_model_5\n", + "1 GBM_1_AutoML_20190425_031629\n", + "2 GBM_grid_1_AutoML_20190425_034434_model_4\n", + "3 XGBoost_1_AutoML_20190425_031629\n", + "4 XGBoost_grid_1_AutoML_20190425_034434_model_3\n", + "5 GBM_1_AutoML_20190425_034434\n", + "6 XGBoost_1_AutoML_20190425_034434\n", + "7 XGBoost_2_AutoML_20190425_034434\n", + "8 XGBoost_grid_1_AutoML_20190425_034434_model_1\n", + "9 XGBoost_grid_1_AutoML_20190425_034434_model_4\n", + "10 XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "11 GBM_4_AutoML_20190425_034434\n", + "12 XGBoost_2_AutoML_20190425_031629\n", + "13 XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "14 GBM_4_AutoML_20190425_031629\n", + "15 XRT_1_AutoML_20190425_031629\n", + "16 DRF_1_AutoML_20190425_031629\n", + "17 GBM_grid_1_AutoML_20190425_031629_model_3\n", + "18 DRF_1_AutoML_20190425_034434\n", + "19 GBM_grid_1_AutoML_20190425_031629_model_1\n", + "20 GBM_2_AutoML_20190425_031629\n", + "21 GBM_2_AutoML_20190425_034434\n", + "22 GBM_3_AutoML_20190425_031629\n", + "23 GBM_3_AutoML_20190425_034434\n", + "24 XRT_1_AutoML_20190425_034434\n", + "25 XGBoost_grid_1_AutoML_20190425_034434_model_7\n", + "26 XGBoost_grid_1_AutoML_20190425_034434_model_6\n", + "27 XGBoost_3_AutoML_20190425_034434\n", + "28 XGBoost_3_AutoML_20190425_031629\n", + "29 GBM_grid_1_AutoML_20190425_034434_model_5\n", + "30 GBM_grid_1_AutoML_20190425_034434_model_2\n", + "31 GBM_grid_1_AutoML_20190425_031629_model_6\n", + "32 GBM_5_AutoML_20190425_031629\n", + "33 GBM_5_AutoML_20190425_034434\n", + "34 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "35 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "36 DeepLearning_1_AutoML_20190425_031629\n", + "37 DeepLearning_1_AutoML_20190425_034434\n", + "38 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "39 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "40 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "41 GBM_grid_1_AutoML_20190425_031629_model_2\n", + "42 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "43 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "44 GBM_grid_1_AutoML_20190425_034434_model_6\n", + "45 GBM_grid_1_AutoML_20190425_034434_model_7\n", + "46 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "47 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "48 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "49 GBM_grid_1_AutoML_20190425_034434_model_1\n", + "50 GBM_grid_1_AutoML_20190425_034434_model_3\n", + "51 GBM_grid_1_AutoML_20190425_031629_model_5\n", + "52 XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "53 GBM_grid_1_AutoML_20190425_031629_model_4\n", + "54 StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "55 StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n", + "56 GLM_grid_1_AutoML_20190425_034434_model_1\n", + "57 GLM_grid_1_AutoML_20190425_031629_model_1\n", + "58 XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "Name: model_id, dtype: object" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aml_leaderboard_df=leaderBoard.as_data_frame()\n", + "model_set=aml_leaderboard_df['model_id']\n", + "model_set" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "DL = [ 36, 37, 47, 38, 39, 40, 42, 43, 34, 46, 35, 48,]\n", + "DRF = [16,18,]\n", + "GBM=[ 1, 5, 20, 21, 22, 23, 14, 11, 32, 33, 19, 41, 17, 53, 51, 31, 49, 30, 50, 2, 29, 44, 45, 57, 56]\n", + "GLM = [56,57,]\n", + "XGB = [3, 6, 12, 7, 28, 27, 10, 13, 8, 58, 4, 9, 0, 26, 25, 52, ]\n", + "XRT = [15,24,]" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "HP done\n", + "--- hyperparameter existed ---\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "stopping_rounds not exist\n", + "stopping_metric not exist\n", + "topping_tolerance not exist\n", + "col_sample_rate not exist\n", + " sample_rate not exist\n", + " max_depth not exist\n", + " learn_rate not exist\n", + " ntrees not exist\n", + "stopping_rounds not exist\n", + "stopping_metric not exist\n", + "topping_tolerance not exist\n", + "col_sample_rate not exist\n", + " sample_rate not exist\n", + " max_depth not exist\n", + " learn_rate not exist\n", + " ntrees not exist\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n" + ] + } + ], + "source": [ + "DL = get_DL_params(board_csv, DL, 'DL')\n", + "XGB = get_XG_params(board_csv, XGB, 'XGB')\n", + "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n", + "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n", + "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n", + "GLM = get_GLM_params(board_csv, GLM, 'GLM') " + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_031629',\n", + " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n", + " 'GLM_grid_1_AutoML_20190425_034434_model_1',\n", + " 'XGBoost_grid_1_AutoML_20190425_034434_model_2']" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# best model of each type\n", + "best_model_set = [0, 1, 15, 16, 34, 56, 58,]\n", + "best_sets_500 = get_best_models(best_model_set, model_set)\n", + "meta_data['models']=best_sets_500\n", + "best_sets_500\n" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [], + "source": [ + "# Update and save meta data\n", + "\n", + "meta_data['end_time'] = time.time()\n", + "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n", + " \n", + "n=run_id+'_meta_data.json'\n", + "dict_to_json(meta_data,n)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'start_time': 1556178269.322779,\n", + " 'target': 'transaction_real_price',\n", + " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n", + " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n", + " 'test_path': None,\n", + " 'max_models': 9,\n", + " 'run_time': 500,\n", + " 'run_id': 'eFMvlPR500',\n", + " 'scale': False,\n", + " 'classification': False,\n", + " 'model_path': None,\n", + " 'balance': False,\n", + " 'balance_threshold': 0.2,\n", + " 'project': None,\n", + " 'end_time': 1556179502.538707,\n", + " 'execution_time': 1233.2159280776978,\n", + " 'run_path': '/Users/bonnie/6105/project/DS/project/results/eFMvlPR500',\n", + " 'nthreads': 1,\n", + " 'min_mem_size': 1,\n", + " 'analysis': 0,\n", + " 'X': ['city',\n", + " 'exclusive_use_area',\n", + " 'floor',\n", + " 'total_parking_capacity_in_site',\n", + " 'total_household_count_in_sites',\n", + " 'apartment_building_count_in_sites',\n", + " 'supply_area',\n", + " 'total_household_count_of_area_type',\n", + " 'room_count',\n", + " 'bathroom_count',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_fuel_gas',\n", + " 'heat_type_central',\n", + " 'heat_type_district',\n", + " 'heat_type_individual',\n", + " 'front_door_structure_corridor',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway'],\n", + " 'variables': {'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'},\n", + " 'model_execution_time_sec': 483.5366759300232,\n", + " 'model_execution_time': 483.53679895401,\n", + " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'mod_best_algo': 'xgboost',\n", + " 'models': ['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_031629',\n", + " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n", + " 'GLM_grid_1_AutoML_20190425_034434_model_1',\n", + " 'XGBoost_grid_1_AutoML_20190425_034434_model_2']}" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "meta_data" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip\n" + ] + }, + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip'" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Save logs\n", + "h2o.download_all_logs(dirname=logs_path, filename=logfile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MODEL 3 ( 1000 ) " + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "runtime = 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "msBMSK1000\n" + ] + } + ], + "source": [ + "rtime = str(runtime)\n", + "run_id= alphabet(6) + rtime\n", + "\n", + "run_path = os.path.join(server_path,run_id)\n", + "os.mkdir(run_path)\n", + "os.chdir(run_path) \n", + "\n", + "print (run_id)" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs msBMSK1000_autoh2o_log.zip\n" + ] + } + ], + "source": [ + "logfile=run_id+'_autoh2o_log.zip'\n", + "logs_path=os.path.join(run_path,'logs')\n", + "print(logs_path,' ',logfile)" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'start_time': 1556181606.957847, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 1000, 'run_id': 'msBMSK1000', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556181606.957849, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/msBMSK1000', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n" + ] + } + ], + "source": [ + "# meta data\n", + "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n", + " target,runtime,classification,scale,max_models,balance_y,\n", + " balance_threshold,name,run_path,nthreads,min_mem_size,X,\n", + " Variable_type)\n", + "\n", + "\n", + "print(meta_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", + "get_leaderBoard done\n" + ] + } + ], + "source": [ + "model_start_time = time.time()\n", + "leaderBoard = get_leaderBoard(runtime)" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time for 1000 sec = 955.7841777801514\n" + ] + } + ], + "source": [ + "execution_time = time.time() - model_start_time\n", + "meta_data['model_execution_time_sec'] = execution_time\n", + "meta_data['model_execution_time'] = time.time() - model_start_time\n", + "print(\"Execution time for \", runtime,\"sec = \",meta_data['model_execution_time_sec'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- create new folder leaderboard ---\n", + "board_to_csv done\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_5\n", + "--- create new folder param ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_7\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_1\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_5\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_6\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_7\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_3\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_19\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_3\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_4\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_12\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_18\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_22\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_23\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_5\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_14\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_040839\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_040839\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_040839\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_27\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_24\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_1\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_16\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_7\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_6\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_29\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_6\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_3\n", + "--- param existed ---\n", + 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"metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: This model doesn't have variable importances\n", + "Warning: This model doesn't have variable importances\n", + "--- create new folder varimp ---\n", + "all varimp done\n" + ] + } + ], + "source": [ + "all_varimp = get_all_varimp(board_csv) " + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model Details\n", + "=============\n", + "H2OXGBoostEstimator : XGBoost\n", + "Model Key: XGBoost_grid_1_AutoML_20190425_034434_model_5\n", + "\n", + "\n", + "ModelMetricsRegression: xgboost\n", + "** Reported on train data. **\n", + "\n", + "MSE: 6426494700688825.0\n", + "RMSE: 80165420.85393693\n", + "MAE: 54535962.69703504\n", + "RMSLE: 0.21184011548141482\n", + "Mean Residual Deviance: 6426494700688825.0\n", + "\n", + "ModelMetricsRegression: xgboost\n", + "** Reported on cross-validation data. **\n", + "\n", + "MSE: 2.3532474855228316e+16\n", + "RMSE: 153402981.89809844\n", + "MAE: 90918845.49757412\n", + "RMSLE: 0.31368784715308506\n", + "Mean Residual Deviance: 2.3532474855228316e+16\n", + "Cross-Validation Metrics Summary: \n" + ] + }, + { + "data": { + "text/html": [ + "
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meansdcv_1_validcv_2_validcv_3_validcv_4_validcv_5_valid
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r20.76036360.01704030.75355970.72537690.75280560.77164790.7984281
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rmsle0.31363990.00387740.30845530.31666820.30577180.31761870.3196857
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timestampdurationnumber_of_treestraining_rmsetraining_maetraining_deviance
2019-04-25 03:48:03 2 min 9.426 sec0.0510052399.0745529401904324.3927224260153449801706944.0000000
2019-04-25 03:48:03 2 min 9.512 sec5.0410643254.3515888313658439.8320755168627882344463648.0000000
2019-04-25 03:48:03 2 min 9.592 sec10.0334489708.4313594245223017.6948787111883365046495808.0000000
2019-04-25 03:48:03 2 min 9.678 sec15.0276921763.9709626192776821.547708976685663360789552.0000000
2019-04-25 03:48:04 2 min 9.770 sec20.0232652773.7544138153714772.615094354127313135622432.0000000
---------------------
2019-04-25 03:48:07 2 min 12.719 sec115.083743798.503011556418506.25444747013023787712987.0000000
2019-04-25 03:48:07 2 min 12.915 sec120.082814119.739155555989217.75040436858178428171183.0000000
2019-04-25 03:48:07 2 min 13.118 sec125.081358120.061775155210479.06415096619143699986209.0000000
2019-04-25 03:48:07 2 min 13.322 sec130.080481155.721743454725964.36388146477216426307506.0000000
2019-04-25 03:48:07 2 min 13.490 sec132.080165420.853936954535962.69703506426494700688825.0000000
" + ], + "text/plain": [ + " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", + "--- ------------------- ---------------- ----------------- ------------------ ------------------ ----------------------\n", + " 2019-04-25 03:48:03 2 min 9.426 sec 0.0 510052399.0745529 401904324.39272237 2.6015344980170694e+17\n", + " 2019-04-25 03:48:03 2 min 9.512 sec 5.0 410643254.3515888 313658439.8320755 1.6862788234446365e+17\n", + " 2019-04-25 03:48:03 2 min 9.592 sec 10.0 334489708.43135935 245223017.6948787 1.118833650464958e+17\n", + " 2019-04-25 03:48:03 2 min 9.678 sec 15.0 276921763.97096264 192776821.5477089 7.668566336078955e+16\n", + " 2019-04-25 03:48:04 2 min 9.770 sec 20.0 232652773.75441375 153714772.61509433 5.412731313562243e+16\n", + "--- --- --- --- --- --- ---\n", + " 2019-04-25 03:48:07 2 min 12.719 sec 115.0 83743798.50301148 56418506.25444744 7013023787712987.0\n", + " 2019-04-25 03:48:07 2 min 12.915 sec 120.0 82814119.73915549 55989217.75040431 6858178428171183.0\n", + " 2019-04-25 03:48:07 2 min 13.118 sec 125.0 81358120.06177509 55210479.064150944 6619143699986209.0\n", + " 2019-04-25 03:48:07 2 min 13.322 sec 130.0 80481155.72174338 54725964.3638814 6477216426307506.0\n", + " 2019-04-25 03:48:07 2 min 13.490 sec 132.0 80165420.85393693 54535962.69703504 6426494700688825.0" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "See the whole table with table.as_data_frame()\n", + "Variable Importances: \n" + ] + }, + { + "data": { + "text/html": [ + "
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supply_area1284120368951404265472.00000001.00.2793377
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total_parking_capacity_in_site299381886963406602240.00000000.23314160.0651252
apartment_building_count_in_sites247495335114331652096.00000000.19273530.0538382
total_household_count_in_sites244401362170328121344.00000000.19032590.0531652
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floor131989861805672366080.00000000.10278620.0287121
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heat_type_individual38812003996492890112.00000000.03022460.0084429
bathroom_count32156545764355473408.00000000.02504170.0069951
room_count26082124451916283904.00000000.02031130.0056737
heat_type_central12259486479981477888.00000000.00954700.0026668
front_door_structure_corridor9603112566763028480.00000000.00747840.0020890
front_door_structure_stairway9516272038889652224.00000000.00741070.0020701
heat_fuel_gas4244903233052475392.00000000.00330570.0009234
front_door_structure_mixed930509062724911104.00000000.00072460.0002024
" + ], + "text/plain": [ + "variable relative_importance scaled_importance percentage\n", + "---------------------------------- --------------------- ------------------- ------------\n", + "supply_area 1.28412e+21 1 0.279338\n", + "exclusive_use_area 7.72957e+20 0.601935 0.168143\n", + "city 7.13207e+20 0.555405 0.155145\n", + "heat_fuel_cogeneration 5.34416e+20 0.416173 0.116253\n", + "total_parking_capacity_in_site 2.99382e+20 0.233142 0.0651252\n", + "apartment_building_count_in_sites 2.47495e+20 0.192735 0.0538382\n", + "total_household_count_in_sites 2.44401e+20 0.190326 0.0531652\n", + "total_household_count_of_area_type 1.70907e+20 0.133093 0.0371779\n", + "floor 1.3199e+20 0.102786 0.0287121\n", + "heat_type_district 6.45366e+19 0.0502574 0.0140388\n", + "heat_type_individual 3.8812e+19 0.0302246 0.00844287\n", + "bathroom_count 3.21565e+19 0.0250417 0.00699509\n", + "room_count 2.60821e+19 0.0203113 0.00567371\n", + "heat_type_central 1.22595e+19 0.00954699 0.00266683\n", + "front_door_structure_corridor 9.60311e+18 0.00747836 0.00208899\n", + "front_door_structure_stairway 9.51627e+18 0.00741073 0.0020701\n", + "heat_fuel_gas 4.2449e+18 0.00330569 0.000923404\n", + "front_door_structure_mixed 9.30509e+17 0.000724628 0.000202416" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bestModel_1000= get_BestModel(board_csv)\n", + "bestModel_1000" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/msBMSK1000/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5'" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_path = run_path + '/bestModel'\n", + "h2o.save_model(model=bestModel_1000, \n", + " path = my_path, \n", + " # force=True\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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XGBoost_grid_1_AutoML_20190425_044008_model_1\n", + "5 XGBoost_1_AutoML_20190425_044008\n", + "6 GBM_1_AutoML_20190425_044008\n", + "7 XGBoost_1_AutoML_20190425_031629\n", + "8 XGBoost_grid_1_AutoML_20190425_044008_model_4\n", + "9 XGBoost_grid_1_AutoML_20190425_040839_model_5\n", + "10 XGBoost_grid_1_AutoML_20190425_040839_model_6\n", + "11 GBM_grid_1_AutoML_20190425_044008_model_7\n", + "12 XGBoost_1_AutoML_20190425_040839\n", + "13 XGBoost_grid_1_AutoML_20190425_034434_model_3\n", + "14 GBM_1_AutoML_20190425_034434\n", + "15 XGBoost_1_AutoML_20190425_034434\n", + "16 XGBoost_2_AutoML_20190425_034434\n", + "17 XGBoost_grid_1_AutoML_20190425_034434_model_1\n", + "18 GBM_grid_1_AutoML_20190425_040839_model_19\n", + "19 XGBoost_grid_1_AutoML_20190425_040839_model_1\n", + "20 XGBoost_grid_1_AutoML_20190425_044008_model_3\n", + "21 XGBoost_grid_1_AutoML_20190425_034434_model_4\n", + "22 GBM_1_AutoML_20190425_040839\n", + "23 XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "24 GBM_4_AutoML_20190425_034434\n", + "25 XGBoost_2_AutoML_20190425_040839\n", + "26 XGBoost_2_AutoML_20190425_031629\n", + "27 GBM_grid_1_AutoML_20190425_044008_model_12\n", + "28 GBM_grid_1_AutoML_20190425_040839_model_18\n", + "29 GBM_grid_1_AutoML_20190425_040839_model_22\n", + " ... \n", + "146 DeepLearning_grid_1_AutoML_20190425_044008_mod...\n", + "147 DeepLearning_grid_1_AutoML_20190425_031629_mod...\n", + "148 DeepLearning_grid_1_AutoML_20190425_044008_mod...\n", + "149 DeepLearning_grid_1_AutoML_20190425_040839_mod...\n", + "150 DeepLearning_grid_1_AutoML_20190425_044008_mod...\n", + "151 DeepLearning_grid_1_AutoML_20190425_040839_mod...\n", + "152 GBM_grid_1_AutoML_20190425_044008_model_30\n", + "153 GBM_grid_1_AutoML_20190425_044008_model_15\n", + "154 DeepLearning_grid_1_AutoML_20190425_034434_mod...\n", + "155 GBM_grid_1_AutoML_20190425_034434_model_1\n", + "156 GBM_grid_1_AutoML_20190425_040839_model_30\n", + "157 GBM_grid_1_AutoML_20190425_040839_model_23\n", + "158 GBM_grid_1_AutoML_20190425_044008_model_27\n", + "159 GBM_grid_1_AutoML_20190425_034434_model_3\n", + "160 GBM_grid_1_AutoML_20190425_031629_model_5\n", + "161 GBM_grid_1_AutoML_20190425_044008_model_31\n", + "162 GBM_grid_1_AutoML_20190425_040839_model_21\n", + "163 XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "164 GBM_grid_1_AutoML_20190425_044008_model_29\n", + "165 GBM_grid_1_AutoML_20190425_031629_model_4\n", + "166 GBM_grid_1_AutoML_20190425_040839_model_34\n", + "167 StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "168 StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n", + "169 GLM_grid_1_AutoML_20190425_044008_model_1\n", + "170 GLM_grid_1_AutoML_20190425_031629_model_1\n", + "171 GLM_grid_1_AutoML_20190425_034434_model_1\n", + "172 GLM_grid_1_AutoML_20190425_040839_model_1\n", + "173 XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "174 XGBoost_grid_1_AutoML_20190425_044008_model_2\n", + "175 XGBoost_grid_1_AutoML_20190425_044008_model_8\n", + "Name: model_id, Length: 176, dtype: object" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aml_leaderboard_df=leaderBoard.as_data_frame()\n", + "model_set=aml_leaderboard_df['model_id']\n", + "model_set" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "metadata": {}, + "outputs": [], + "source": [ + "DL = [ 122, 123, 118, 120, 147, 127, 131, 132, 136, 138, 108, 145, 119, 154, 111, 130, 144, 126, 149, 151, 124, 150, 110, 148, 135, 146,\n", + "]\n", + "DRF = [37, 44, 36, 66,]\n", + "GBM=[ 2, 14, 22, 6, 47, 48, 50, 55, 51, 53, 49, 46, 34, 24, 43, 39, 100, 103, 106, 104, 45, 134, 42, 165, 160, 94, 155, 83, 159, 3, 82, 139, 141, 99, 117, 113, 93, 86, 40, 128, 58, 125, 28, 18, 78, 84, 162, 29, 157, 54, 140, 109, 52, 79, 62, 121, 156, 68, 116, 112, 166, 31, 133, 80, 69, 97, 92, 56, 129, 91, 27, 107, 101, 153, 89, 95, 71, 115, 102, 85, 137, 87, 32, 75, 81, 90, 158, 142, 164, 96, 152, 161, 98, 114, 88, 11, 77, 73,]\n", + "XGB = [7, 15, 12, 5, 26, 16, 25, 33, 76, 74, 72, 70, 23, 30, 17, 173, 13, 21, 0, 60, 59, 163, 19, 64, 67, 41, 9, 10, 1, 105, 4, 174, 20, 8, 38, 65, 143, 175,]\n", + "XRT = [35, 57, 63, 61, ]\n", + "GLM = [170, 171, 172, 169,]" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "HP done\n", + "--- create new folder hyperparameter ---\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n" + ] + } + ], + "source": [ + "DL = get_DL_params(board_csv, DL, 'DL')\n", + "XGB = get_XG_params(board_csv, XGB, 'XGB')\n", + "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n", + "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n", + "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n", + "GLM = get_GLM_params(board_csv, GLM, 'GLM') " + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n", + " 'GLM_grid_1_AutoML_20190425_044008_model_1']" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# best model of each type\n", + "best_model_set = [0, 2, 35, 36, 108, 169,]\n", + "best_sets_1000 = get_best_models(best_model_set, model_set)\n", + "meta_data['models']=best_sets_1000\n", + "best_sets_1000\n" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [], + "source": [ + "# Update and save meta data\n", + "\n", + "meta_data['end_time'] = time.time()\n", + "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [], + "source": [ + "n=run_id+'_meta_data.json'\n", + "dict_to_json(meta_data,n)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'start_time': 1556181606.957847,\n", + " 'target': 'transaction_real_price',\n", + " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n", + " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n", + " 'test_path': None,\n", + " 'max_models': 9,\n", + " 'run_time': 1000,\n", + " 'run_id': 'msBMSK1000',\n", + " 'scale': False,\n", + " 'classification': False,\n", + " 'model_path': None,\n", + " 'balance': False,\n", + " 'balance_threshold': 0.2,\n", + " 'project': None,\n", + " 'end_time': 1556183013.0109608,\n", + " 'execution_time': 1406.0531136989594,\n", + " 'run_path': '/Users/bonnie/6105/project/DS/project/results/msBMSK1000',\n", + " 'nthreads': 1,\n", + " 'min_mem_size': 1,\n", + " 'analysis': 0,\n", + " 'X': ['city',\n", + " 'exclusive_use_area',\n", + " 'floor',\n", + " 'total_parking_capacity_in_site',\n", + " 'total_household_count_in_sites',\n", + " 'apartment_building_count_in_sites',\n", + " 'supply_area',\n", + " 'total_household_count_of_area_type',\n", + " 'room_count',\n", + " 'bathroom_count',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_fuel_gas',\n", + " 'heat_type_central',\n", + " 'heat_type_district',\n", + " 'heat_type_individual',\n", + " 'front_door_structure_corridor',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway'],\n", + " 'variables': {'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'},\n", + " 'model_execution_time_sec': 955.7841777801514,\n", + " 'model_execution_time': 955.78426861763,\n", + " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'mod_best_algo': 'xgboost',\n", + " 'models': ['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n", + " 'GLM_grid_1_AutoML_20190425_044008_model_1']}" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "meta_data" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip\n" + ] + }, + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip'" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Save logs\n", + "h2o.download_all_logs(dirname=logs_path, filename=logfile)" ] }, { @@ -2947,7 +4335,87 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 166, + "metadata": {}, + "outputs": [], + "source": [ + "runtime = 1500" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ihFSck1500\n" + ] + } + ], + "source": [ + "rtime = str(runtime)\n", + "run_id= alphabet(6) + rtime\n", + "\n", + "run_path = os.path.join(server_path,run_id)\n", + "os.mkdir(run_path)\n", + "os.chdir(run_path) \n", + "\n", + "print (run_id)" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs ihFSck1500_autoh2o_log.zip\n" + ] + } + ], + "source": [ + "logfile=run_id+'_autoh2o_log.zip'\n", + "logs_path=os.path.join(run_path,'logs')\n", + "print(logs_path,' ',logfile)" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'start_time': 1556185337.206079, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 1500, 'run_id': 'ihFSck1500', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556185337.206756, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/ihFSck1500', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n" + ] + } + ], + "source": [ + "# meta data\n", + "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n", + " target,runtime,classification,scale,max_models,balance_y,\n", + " balance_threshold,name,run_path,nthreads,min_mem_size,X,\n", + " Variable_type)\n", + "\n", + "\n", + "print(meta_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 170, "metadata": { "scrolled": true }, @@ -2957,1021 +4425,713 @@ "output_type": "stream", "text": [ "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", - "get_leaderBoard done\n", + "get_leaderBoard done\n" + ] + } + ], + "source": [ + "model_start_time = time.time()\n", + "leaderBoard = get_leaderBoard(runtime)" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time for 1500 sec = 1363.7918326854706\n" + ] + } + ], + "source": [ + "execution_time = time.time() - model_start_time\n", + "meta_data['model_execution_time_sec'] = execution_time\n", + "meta_data['model_execution_time'] = time.time() - model_start_time\n", + "print(\"Execution time for \", runtime,\"sec = \",meta_data['model_execution_time_sec'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- create new folder leaderboard ---\n", "board_to_csv done\n", - "GBM_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_7\n", - "XGBoost_1_AutoML_20190416_023643\n", - "XGBoost_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_023643_model_1\n", - "XGBoost_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_9\n", - "GBM_grid_1_AutoML_20190416_023844_model_54\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_3\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_4\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_14\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_16\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_6\n", - "XGBoost_1_AutoML_20190416_022142\n", - "GBM_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_1\n", - "GBM_grid_1_AutoML_20190416_021340_model_9\n", - "GBM_grid_1_AutoML_20190416_023844_model_36\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_3\n", - "XGBoost_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_6\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_12\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_6\n", - "GBM_1_AutoML_20190416_022142\n", - "XGBoost_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_1_AutoML_20190416_023643\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_8\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_19\n", - "XGBoost_2_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_023844\n", - "XGBoost_2_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_022142_model_22\n", - "XGBoost_1_AutoML_20190416_023844\n", - "GBM_1_AutoML_20190416_023844\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_11\n", - "XGBoost_2_AutoML_20190416_023643\n", - "GBM_grid_1_AutoML_20190416_023844_model_57\n", - "GBM_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_9\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_4\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_3\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_20\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_7\n", - "GBM_4_AutoML_20190416_023643\n", - "GBM_2_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_015849_model_7\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_30\n", - "DRF_1_AutoML_20190416_021340\n", - "GBM_2_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_015849\n", - "XGBoost_2_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_023844_model_42\n", - "GBM_2_AutoML_20190416_023643\n", - "GBM_2_AutoML_20190416_023844\n", - "GBM_4_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_10\n", - "GBM_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_13\n", - "GBM_4_AutoML_20190416_023844\n", - "GBM_3_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_022142\n", - "GBM_4_AutoML_20190416_021340\n", - "XRT_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_023643\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_11\n", - "GBM_3_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_023844_model_4\n", - "DRF_1_AutoML_20190416_020809\n", - "GBM_3_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_4\n", - "GBM_grid_1_AutoML_20190416_023844_model_62\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_8\n", - "GBM_3_AutoML_20190416_023844\n", - "XRT_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_023844_model_23\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_021340_model_12\n", - "GBM_grid_1_AutoML_20190416_023844_model_46\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_1\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_5\n", - "GBM_2_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_022142_model_40\n", - "GBM_grid_1_AutoML_20190416_023844_model_24\n", - "GBM_grid_1_AutoML_20190416_023844_model_31\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_18\n", - "GBM_grid_1_AutoML_20190416_023844_model_58\n", - "DRF_1_AutoML_20190416_015849\n", - "XRT_1_AutoML_20190416_023643\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_21\n", - "DRF_1_AutoML_20190416_023844\n", - "GBM_grid_1_AutoML_20190416_022142_model_18\n", - "GBM_grid_1_AutoML_20190416_023844_model_28\n", - "XRT_1_AutoML_20190416_021340\n", - "XGBoost_3_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_023844_model_25\n", - "XRT_1_AutoML_20190416_023844\n", - "GBM_grid_1_AutoML_20190416_015849_model_8\n", - "XGBoost_grid_1_AutoML_20190416_023643_model_2\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_020809_model_9\n", - "XGBoost_3_AutoML_20190416_023844\n", - "XGBoost_3_AutoML_20190416_023643\n", - "DRF_1_AutoML_20190416_023643\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_2\n", - "GBM_grid_1_AutoML_20190416_023844_model_51\n", - "XGBoost_3_AutoML_20190416_022142\n", - "DRF_1_AutoML_20190416_022142\n", - "XGBoost_3_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_023844_model_26\n", - "GBM_grid_1_AutoML_20190416_022142_model_34\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_12\n", - "XRT_1_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_021340_model_14\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_12\n", - "GBM_grid_1_AutoML_20190416_022142_model_20\n", - "GBM_grid_1_AutoML_20190416_023844_model_61\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_8\n", - "XGBoost_3_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_4\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_015849_model_11\n", - "GBM_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_023844_model_16\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_17\n", - "GBM_grid_1_AutoML_20190416_023844_model_50\n", - "GBM_grid_1_AutoML_20190416_023844_model_37\n", - "GBM_grid_1_AutoML_20190416_022142_model_38\n", - "GBM_grid_1_AutoML_20190416_022142_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_4\n", - "GBM_grid_1_AutoML_20190416_023844_model_7\n", - "GBM_grid_1_AutoML_20190416_023844_model_40\n", - "GBM_grid_1_AutoML_20190416_015849_model_9\n", - "GBM_grid_1_AutoML_20190416_022142_model_10\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_9\n", - "GBM_grid_1_AutoML_20190416_023844_model_15\n", - "GBM_grid_1_AutoML_20190416_023844_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_44\n", - "GBM_grid_1_AutoML_20190416_023844_model_43\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_32\n", - "GBM_grid_1_AutoML_20190416_022142_model_23\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_7\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_8\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_7\n", - "GBM_grid_1_AutoML_20190416_022142_model_8\n", - "GBM_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_grid_1_AutoML_20190416_023844_model_2\n", - "GBM_grid_1_AutoML_20190416_023844_model_47\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_6\n", - "GBM_grid_1_AutoML_20190416_023844_model_60\n", - "GBM_grid_1_AutoML_20190416_023844_model_41\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_43\n", - "GBM_grid_1_AutoML_20190416_022142_model_24\n", - "GBM_grid_1_AutoML_20190416_023844_model_17\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_11\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_grid_1_AutoML_20190416_023844_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_023844_model_44\n", - "GBM_grid_1_AutoML_20190416_023844_model_22\n", - "GBM_grid_1_AutoML_20190416_023844_model_19\n", - "GBM_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_022142_model_17\n", - "GBM_grid_1_AutoML_20190416_021340_model_8\n", - "GBM_grid_1_AutoML_20190416_022142_model_45\n", - "GBM_grid_1_AutoML_20190416_021340_model_17\n", - "GBM_grid_1_AutoML_20190416_020809_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_36\n", - "GBM_grid_1_AutoML_20190416_023844_model_34\n", - "GBM_grid_1_AutoML_20190416_023844_model_56\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_5\n", - "GBM_grid_1_AutoML_20190416_015849_model_13\n", - "GBM_grid_1_AutoML_20190416_021340_model_11\n", - "GBM_grid_1_AutoML_20190416_022142_model_15\n", - "GBM_grid_1_AutoML_20190416_022142_model_35\n", - "GBM_grid_1_AutoML_20190416_023844_model_30\n", - "GBM_5_AutoML_20190416_023643\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_023844_model_14\n", - "GBM_grid_1_AutoML_20190416_023844_model_8\n", - "GBM_grid_1_AutoML_20190416_022142_model_26\n", - "GBM_5_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_37\n", - "GBM_grid_1_AutoML_20190416_023844_model_59\n", - "GBM_grid_1_AutoML_20190416_023844_model_32\n", - "GBM_5_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_021340_model_15\n", - "GBM_grid_1_AutoML_20190416_023844_model_29\n", - "GBM_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_022142_model_13\n", - "GBM_grid_1_AutoML_20190416_015849_model_1\n", - "GBM_5_AutoML_20190416_020809\n", - "GBM_5_AutoML_20190416_015849\n", - "GBM_5_AutoML_20190416_023844\n", - "GBM_grid_1_AutoML_20190416_023844_model_9\n", - "GBM_grid_1_AutoML_20190416_023844_model_38\n", - "GBM_grid_1_AutoML_20190416_023844_model_11\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_3\n", - "DeepLearning_1_AutoML_20190416_021340\n", - "GBM_grid_1_AutoML_20190416_022142_model_9\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n", - "GBM_grid_1_AutoML_20190416_022142_model_33\n", - "GBM_grid_1_AutoML_20190416_021340_model_16\n", - "GBM_grid_1_AutoML_20190416_022142_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_29\n", - "GBM_grid_1_AutoML_20190416_015849_model_5\n", - "DeepLearning_1_AutoML_20190416_020809\n", - "GBM_grid_1_AutoML_20190416_023844_model_20\n", - "GBM_grid_1_AutoML_20190416_023844_model_45\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_1\n", - "GBM_grid_1_AutoML_20190416_022142_model_11\n", - "GBM_grid_1_AutoML_20190416_022142_model_16\n", - "GBM_grid_1_AutoML_20190416_021340_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n", - "GBM_grid_1_AutoML_20190416_023844_model_3\n", - "DeepLearning_1_AutoML_20190416_023643\n", - "DeepLearning_1_AutoML_20190416_015849\n", - "GBM_grid_1_AutoML_20190416_020809_model_11\n", - "GBM_grid_1_AutoML_20190416_021340_model_5\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_5\n", - "GBM_grid_1_AutoML_20190416_023844_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_21\n", - "GBM_grid_1_AutoML_20190416_023844_model_49\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n", - "DeepLearning_1_AutoML_20190416_023844\n", - "GBM_grid_1_AutoML_20190416_023844_model_18\n", - "DeepLearning_1_AutoML_20190416_022142\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_1\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_7\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n", - "GBM_grid_1_AutoML_20190416_022142_model_27\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_8\n", - "GBM_grid_1_AutoML_20190416_023844_model_21\n", - "GBM_grid_1_AutoML_20190416_021340_model_1\n", - "GBM_grid_1_AutoML_20190416_023844_model_35\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_2\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_3\n", - "GBM_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_021340_model_19\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_4\n", - "GBM_grid_1_AutoML_20190416_021340_model_13\n", - "GBM_grid_1_AutoML_20190416_023844_model_55\n", - "GBM_grid_1_AutoML_20190416_021340_model_10\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_7\n", - "GBM_grid_1_AutoML_20190416_022142_model_12\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_15\n", - "DeepLearning_grid_1_AutoML_20190416_021340_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_42\n", - "GBM_grid_1_AutoML_20190416_022142_model_3\n", - "GBM_grid_1_AutoML_20190416_023844_model_65\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_023844_model_27\n", - "GBM_grid_1_AutoML_20190416_022142_model_31\n", - "GBM_grid_1_AutoML_20190416_020809_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_39\n", - "GBM_grid_1_AutoML_20190416_023844_model_52\n", - "GBM_grid_1_AutoML_20190416_020809_model_13\n", - "GBM_grid_1_AutoML_20190416_023844_model_39\n", - "GBM_grid_1_AutoML_20190416_015849_model_10\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_9\n", - "GBM_grid_1_AutoML_20190416_015849_model_12\n", - "GBM_grid_1_AutoML_20190416_021340_model_18\n", - "GBM_grid_1_AutoML_20190416_023844_model_64\n", - "GBM_grid_1_AutoML_20190416_022142_model_25\n", - "GBM_grid_1_AutoML_20190416_020809_model_6\n", - "GBM_grid_1_AutoML_20190416_023844_model_53\n", - "GBM_grid_1_AutoML_20190416_023844_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_41\n", - "GBM_grid_1_AutoML_20190416_023844_model_12\n", - "GBM_grid_1_AutoML_20190416_023844_model_63\n", - "GBM_grid_1_AutoML_20190416_020809_model_8\n", - "GBM_grid_1_AutoML_20190416_022142_model_4\n", - "GBM_grid_1_AutoML_20190416_021340_model_20\n", - "GBM_grid_1_AutoML_20190416_022142_model_28\n", - "GBM_grid_1_AutoML_20190416_023844_model_48\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_3\n", - "GBM_grid_1_AutoML_20190416_023844_model_33\n", - "GBM_grid_1_AutoML_20190416_022142_model_6\n", - "GBM_grid_1_AutoML_20190416_023844_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_7\n", - "GBM_grid_1_AutoML_20190416_020809_model_12\n", - "GBM_grid_1_AutoML_20190416_015849_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_14\n", - "GBM_grid_1_AutoML_20190416_023844_model_66\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "GLM_grid_1_AutoML_20190416_020809_model_1\n", - "GLM_grid_1_AutoML_20190416_023844_model_1\n", - "GLM_grid_1_AutoML_20190416_022142_model_1\n", - "GLM_grid_1_AutoML_20190416_021340_model_1\n", - "GLM_grid_1_AutoML_20190416_015849_model_1\n", - "GLM_grid_1_AutoML_20190416_023643_model_1\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_4\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_2\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_13\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_19\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_10\n", - "get_all_params done\n", - "model_list : 326\n", - "all_params : 326\n", - "tryyyyyyyyyyyyyyyy 1\n", - "done\n", - "tryyyyyyyyyyyyyyyy 2\n", - "done\n", - "tryyyyyyyyyyyyyyyy 3\n", - "done\n", - "tryyyyyyyyyyyyyyyy 4\n", - "done\n", - "tryyyyyyyyyyyyyyyy 5\n", - "done\n", - "tryyyyyyyyyyyyyyyy 6\n", - "done\n", - "tryyyyyyyyyyyyyyyy 7\n", - "done\n", - "tryyyyyyyyyyyyyyyy 8\n", - "done\n", - "tryyyyyyyyyyyyyyyy 9\n", - "done\n", - "tryyyyyyyyyyyyyyyy 10\n", - "done\n", - "tryyyyyyyyyyyyyyyy 11\n", - "done\n", - "tryyyyyyyyyyyyyyyy 12\n", - "done\n", - "tryyyyyyyyyyyyyyyy 13\n", - "done\n", - "tryyyyyyyyyyyyyyyy 14\n", - "done\n", - "tryyyyyyyyyyyyyyyy 15\n", - "done\n", - "tryyyyyyyyyyyyyyyy 16\n", - "done\n", - "tryyyyyyyyyyyyyyyy 17\n", - "done\n", - "tryyyyyyyyyyyyyyyy 18\n", - "done\n", - "tryyyyyyyyyyyyyyyy 19\n", - "done\n", - "tryyyyyyyyyyyyyyyy 20\n", - "done\n", - "tryyyyyyyyyyyyyyyy 21\n", - "done\n", - "tryyyyyyyyyyyyyyyy 22\n", - "done\n", - "tryyyyyyyyyyyyyyyy 23\n", - "done\n", - "tryyyyyyyyyyyyyyyy 24\n", - "done\n", - "tryyyyyyyyyyyyyyyy 25\n", - "done\n", - "tryyyyyyyyyyyyyyyy 26\n", - "done\n", - "tryyyyyyyyyyyyyyyy 27\n", - "done\n", - "tryyyyyyyyyyyyyyyy 28\n", - "done\n", - "tryyyyyyyyyyyyyyyy 29\n", - "done\n", - "tryyyyyyyyyyyyyyyy 30\n", - "done\n", - "tryyyyyyyyyyyyyyyy 31\n", - "done\n", - "tryyyyyyyyyyyyyyyy 32\n", - "done\n", - "tryyyyyyyyyyyyyyyy 33\n", - "done\n", - "tryyyyyyyyyyyyyyyy 34\n", - "done\n", - "tryyyyyyyyyyyyyyyy 35\n", - "done\n", - "tryyyyyyyyyyyyyyyy 36\n", - "done\n", - "tryyyyyyyyyyyyyyyy 37\n", - "done\n", - "tryyyyyyyyyyyyyyyy 38\n", - "done\n", - "tryyyyyyyyyyyyyyyy 39\n", - "done\n", - "tryyyyyyyyyyyyyyyy 40\n", - "done\n", - "tryyyyyyyyyyyyyyyy 41\n", - "done\n", - "tryyyyyyyyyyyyyyyy 42\n", - "done\n", - "tryyyyyyyyyyyyyyyy 43\n", - "done\n", - "tryyyyyyyyyyyyyyyy 44\n", - "done\n", - "tryyyyyyyyyyyyyyyy 45\n", - "done\n", - "tryyyyyyyyyyyyyyyy 46\n", - "done\n", - "tryyyyyyyyyyyyyyyy 47\n", - "done\n", - "tryyyyyyyyyyyyyyyy 48\n", - "done\n", - "tryyyyyyyyyyyyyyyy 49\n", - "done\n", - "tryyyyyyyyyyyyyyyy 50\n", - "done\n", - "tryyyyyyyyyyyyyyyy 51\n", - "done\n", - "tryyyyyyyyyyyyyyyy 52\n", - "done\n", - "tryyyyyyyyyyyyyyyy 53\n", - "done\n", - "tryyyyyyyyyyyyyyyy 54\n", - "done\n", - "tryyyyyyyyyyyyyyyy 55\n", - "done\n", - "tryyyyyyyyyyyyyyyy 56\n", - "done\n", - "tryyyyyyyyyyyyyyyy 57\n", - "done\n", - 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"GBM_grid_1_AutoML_20190425_050348_model_21\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_21\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_28\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_30\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_29\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_29\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_34\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_32\n", + "--- param existed ---\n", + "StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "--- param existed ---\n", + "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_044008_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_054218_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_050348_model_1\n", + "--- param existed ---\n", + "GLM_grid_1_AutoML_20190425_040839_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_11\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_8\n", + "--- param existed ---\n" + ] + } + ], + "source": [ + "board_csv = board_to_csv(leaderBoard)\n", + "\n", + "every_params = get_every_params(board_csv)" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 313\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 314\n", - "done\n", - "tryyyyyyyyyyyyyyyy 315\n", - "done\n", - "tryyyyyyyyyyyyyyyy 316\n", - "done\n", - "tryyyyyyyyyyyyyyyy 317\n", - "done\n", - "tryyyyyyyyyyyyyyyy 318\n", - "done\n", - "tryyyyyyyyyyyyyyyy 319\n", - "done\n", "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 320\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 321\n", - "done\n", - "tryyyyyyyyyyyyyyyy 322\n", - "done\n", - "tryyyyyyyyyyyyyyyy 323\n", - "done\n", - "tryyyyyyyyyyyyyyyy 324\n", - "done\n", - "tryyyyyyyyyyyyyyyy 325\n", - "done\n", - "tryyyyyyyyyyyyyyyy 326\n", - "done\n" + "--- create new folder varimp ---\n", + "all varimp done\n" ] } ], "source": [ - "runtime = 1500\n", - "leaderBoard = get_leaderBoard(runtime)\n", - "\n", - "board_csv = board_to_csv(leaderBoard, runtime)\n", - "board_csv.to_csv('result/1500/leaderboard.csv', sep='\\t')\n", - "\n", - "params = get_all_params(board_csv)\n", - "with open('result/1500/params.json', 'w') as f:\n", - " json.dump(params, f)\n", - " \n", - "all_varimp = get_all_varimp(board_csv) \n", - "all_varimp.to_csv('result/1500/all_varimp.csv', sep='\\t')" + "all_varimp = get_all_varimp(board_csv) " ] }, { "cell_type": "code", - "execution_count": 30, - "metadata": {}, + "execution_count": 174, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", @@ -3979,27 +5139,27 @@ "text": [ "Model Details\n", "=============\n", - "H2OGradientBoostingEstimator : Gradient Boosting Machine\n", - "Model Key: GBM_1_AutoML_20190416_015849\n", + "H2OXGBoostEstimator : XGBoost\n", + "Model Key: XGBoost_grid_1_AutoML_20190425_054218_model_6\n", "\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on train data. **\n", "\n", - "MSE: 9064188861621198.0\n", - "RMSE: 95206033.74587767\n", - "MAE: 67496135.99104144\n", - "RMSLE: 0.25946421720441404\n", - "Mean Residual Deviance: 9064188861621198.0\n", + "MSE: 3058306134911125.0\n", + "RMSE: 55301954.169008575\n", + "MAE: 30091745.64959569\n", + "RMSLE: 0.12035805824318067\n", + "Mean Residual Deviance: 3058306134911125.0\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on cross-validation data. **\n", "\n", - "MSE: 2.5146739460939084e+16\n", - "RMSE: 158577235.00218776\n", - "MAE: 96028946.28873461\n", - "RMSLE: 0.3325625379269681\n", - "Mean Residual Deviance: 2.5146739460939084e+16\n", + "MSE: 2.3445318879446148e+16\n", + "RMSE: 153118643.14787453\n", + "MAE: 90243396.85121293\n", + "RMSLE: 0.3132719590137167\n", + "Mean Residual Deviance: 2.3445318879446148e+16\n", "Cross-Validation Metrics Summary: \n" ] }, @@ -4015,72 +5175,72 @@ "cv_4_valid\n", "cv_5_valid\n", "mae\n", - "96028944.0000000\n", - "3612221.8\n", - "100648072.0000000\n", - "89991768.0000000\n", - "99987528.0000000\n", - "89572152.0000000\n", - "99945208.0000000\n", + "9.02434E7\n", + "1655085.8\n", + "94574960.0000000\n", + "90208712.0000000\n", + "89259528.0000000\n", + "89629344.0000000\n", + "87544432.0000000\n", "mean_residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23445318100000000.0000000\n", + "1530099010000000.0000000\n", + "26492157100000000.0000000\n", + "24152581100000000.0000000\n", + "21104915200000000.0000000\n", + "24629477100000000.0000000\n", + "20847462000000000.0000000\n", "mse\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23445318100000000.0000000\n", + "1530099010000000.0000000\n", + "26492157100000000.0000000\n", + "24152581100000000.0000000\n", + "21104915200000000.0000000\n", + "24629477100000000.0000000\n", + "20847462000000000.0000000\n", "r2\n", - "0.7517724\n", - "0.0152310\n", - "0.7486387\n", - "0.7622951\n", - "0.7392049\n", - "0.7862044\n", - "0.7225189\n", + "0.7613509\n", + "0.0139356\n", + "0.7462808\n", + "0.7468998\n", + "0.7473007\n", + "0.7697304\n", + "0.7965425\n", "residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23445318100000000.0000000\n", + "1530099010000000.0000000\n", + "26492157100000000.0000000\n", + "24152581100000000.0000000\n", + "21104915200000000.0000000\n", + "24629477100000000.0000000\n", + "20847462000000000.0000000\n", "rmse\n", - "157673632.0000000\n", - "11953314.0000000\n", - "166466832.0000000\n", - "137592448.0000000\n", - "174422512.0000000\n", - "136876560.0000000\n", - "173009840.0000000\n", + "152954944.0000000\n", + "5005101.0\n", + "162764112.0000000\n", + "155411008.0000000\n", + "145275312.0000000\n", + "156937808.0000000\n", + "144386496.0000000\n", "rmsle\n", - "0.3324099\n", - "0.0071243\n", - "0.3404068\n", - "0.3175372\n", - "0.3412233\n", - "0.3229898\n", - "0.3398924" + "0.3132485\n", + "0.0027104\n", + "0.3097516\n", + "0.315528\n", + "0.3075696\n", + "0.3167723\n", + "0.3166209" ], "text/plain": [ " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.60289e+07 3.61222e+06 1.00648e+08 8.99918e+07 9.99875e+07 8.95722e+07 9.99452e+07\n", - "mean_residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "mse 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "r2 0.751772 0.015231 0.748639 0.762295 0.739205 0.786204 0.722519\n", - "residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "rmse 1.57674e+08 1.19533e+07 1.66467e+08 1.37592e+08 1.74423e+08 1.36877e+08 1.7301e+08\n", - "rmsle 0.33241 0.00712425 0.340407 0.317537 0.341223 0.32299 0.339892" + "mae 9.02434e+07 1.65509e+06 9.4575e+07 9.02087e+07 8.92595e+07 8.96293e+07 8.75444e+07\n", + "mean_residual_deviance 2.34453e+16 1.5301e+15 2.64922e+16 2.41526e+16 2.11049e+16 2.46295e+16 2.08475e+16\n", + "mse 2.34453e+16 1.5301e+15 2.64922e+16 2.41526e+16 2.11049e+16 2.46295e+16 2.08475e+16\n", + "r2 0.761351 0.0139356 0.746281 0.7469 0.747301 0.76973 0.796543\n", + "residual_deviance 2.34453e+16 1.5301e+15 2.64922e+16 2.41526e+16 2.11049e+16 2.46295e+16 2.08475e+16\n", + "rmse 1.52955e+08 5.0051e+06 1.62764e+08 1.55411e+08 1.45275e+08 1.56938e+08 1.44386e+08\n", + "rmsle 0.313249 0.00271043 0.309752 0.315528 0.30757 0.316772 0.316621" ] }, "metadata": {}, @@ -4104,40 +5264,40 @@ "training_mae\n", "training_deviance\n", "\n", - "2019-04-16 01:59:34\n", - " 2.530 sec\n", + "2019-04-25 05:47:41\n", + " 4 min 8.950 sec\n", "0.0\n", - "316955226.6467000\n", - "217175355.8332210\n", - "100460615698660944.0000000\n", + "510052399.0745529\n", + "401904324.3927224\n", + "260153449801706944.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.570 sec\n", + "2019-04-25 05:47:42\n", + " 4 min 9.020 sec\n", "5.0\n", - "233002195.6791182\n", - "161623741.1834266\n", - "54290023191290104.0000000\n", + "418242001.5688898\n", + "314178038.8053908\n", + "174926371876351232.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.599 sec\n", + "2019-04-25 05:47:42\n", + " 4 min 9.079 sec\n", "10.0\n", - "185979042.9780051\n", - "128617301.5363942\n", - "34588204427014652.0000000\n", + "348541590.7882628\n", + "246178542.8690027\n", + "121481240509212848.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.637 sec\n", + "2019-04-25 05:47:42\n", + " 4 min 9.147 sec\n", "15.0\n", - "160886370.0168623\n", - "110703199.1023516\n", - "25884424057202716.0000000\n", + "296280659.0034764\n", + "195391477.3628032\n", + "87782228899534256.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.677 sec\n", + "2019-04-25 05:47:42\n", + " 4 min 9.222 sec\n", "20.0\n", - "147080024.7121016\n", - "100357653.0723404\n", - "21632533669312412.0000000\n", + "256022471.0144172\n", + "158991257.8555256\n", + "65547505664328112.0000000\n", "---\n", "---\n", "---\n", @@ -4146,55 +5306,55 @@ "---\n", "---\n", "\n", - "2019-04-16 01:59:34\n", - " 2.941 sec\n", - "80.0\n", - "100875681.1094938\n", - "71046537.4405375\n", - "10175903039304288.0000000\n", + "2019-04-25 05:47:53\n", + " 4 min 20.045 sec\n", + "135.0\n", + "62009785.1365539\n", + "33691147.8371968\n", + "3845213452681585.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.960 sec\n", - "85.0\n", - "98941160.7536640\n", - "69978548.0206047\n", - "9789353291282378.0000000\n", + "2019-04-25 05:47:54\n", + " 4 min 21.036 sec\n", + "140.0\n", + "59970771.5229437\n", + "32578474.4005391\n", + "3596493437057111.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.982 sec\n", - "90.0\n", - "97317074.0339378\n", - "68895259.2815230\n", - "9470612898526922.0000000\n", + "2019-04-25 05:47:55\n", + " 4 min 22.100 sec\n", + "145.0\n", + "58130106.6824970\n", + "31635478.7800539\n", + "3379109302918480.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.000 sec\n", - "95.0\n", - "95815426.8702730\n", - "67948401.3007839\n", - "9180596026332636.0000000\n", + "2019-04-25 05:47:56\n", + " 4 min 23.182 sec\n", + "150.0\n", + "56353131.6440373\n", + "30673309.8086253\n", + "3175675446090192.5000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.008 sec\n", - "97.0\n", - "95206033.7458777\n", - "67496135.9910414\n", - "9064188861621198.0000000" + "2019-04-25 05:47:57\n", + " 4 min 24.227 sec\n", + "153.0\n", + "55301954.1690086\n", + "30091745.6495957\n", + "3058306134911125.0000000" ], "text/plain": [ - " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", - "--- ------------------- ---------- ----------------- ------------------ ------------------ ----------------------\n", - " 2019-04-16 01:59:34 2.530 sec 0.0 316955226.64669997 217175355.83322105 1.0046061569866094e+17\n", - " 2019-04-16 01:59:34 2.570 sec 5.0 233002195.67911825 161623741.18342665 5.4290023191290104e+16\n", - " 2019-04-16 01:59:34 2.599 sec 10.0 185979042.97800505 128617301.53639418 3.4588204427014652e+16\n", - " 2019-04-16 01:59:34 2.637 sec 15.0 160886370.01686227 110703199.10235162 2.5884424057202716e+16\n", - " 2019-04-16 01:59:34 2.677 sec 20.0 147080024.71210158 100357653.07234043 2.1632533669312412e+16\n", - "--- --- --- --- --- --- ---\n", - " 2019-04-16 01:59:34 2.941 sec 80.0 100875681.10949382 71046537.44053751 1.0175903039304288e+16\n", - " 2019-04-16 01:59:34 2.960 sec 85.0 98941160.75366399 69978548.0206047 9789353291282378.0\n", - " 2019-04-16 01:59:34 2.982 sec 90.0 97317074.03393775 68895259.28152296 9470612898526922.0\n", - " 2019-04-16 01:59:35 3.000 sec 95.0 95815426.87027301 67948401.30078387 9180596026332636.0\n", - " 2019-04-16 01:59:35 3.008 sec 97.0 95206033.74587767 67496135.99104144 9064188861621198.0" + " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", + "--- ------------------- ---------------- ----------------- ------------------ ------------------ ----------------------\n", + " 2019-04-25 05:47:41 4 min 8.950 sec 0.0 510052399.0745529 401904324.39272237 2.6015344980170694e+17\n", + " 2019-04-25 05:47:42 4 min 9.020 sec 5.0 418242001.5688898 314178038.80539083 1.7492637187635123e+17\n", + " 2019-04-25 05:47:42 4 min 9.079 sec 10.0 348541590.7882628 246178542.8690027 1.2148124050921285e+17\n", + " 2019-04-25 05:47:42 4 min 9.147 sec 15.0 296280659.0034764 195391477.36280322 8.778222889953426e+16\n", + " 2019-04-25 05:47:42 4 min 9.222 sec 20.0 256022471.01441723 158991257.8555256 6.554750566432811e+16\n", + "--- --- --- --- --- --- ---\n", + " 2019-04-25 05:47:53 4 min 20.045 sec 135.0 62009785.136553936 33691147.83719677 3845213452681585.0\n", + " 2019-04-25 05:47:54 4 min 21.036 sec 140.0 59970771.52294367 32578474.400539085 3596493437057111.0\n", + " 2019-04-25 05:47:55 4 min 22.100 sec 145.0 58130106.68249698 31635478.78005391 3379109302918480.0\n", + " 2019-04-25 05:47:56 4 min 23.182 sec 150.0 56353131.644037254 30673309.808625337 3175675446090192.5\n", + " 2019-04-25 05:47:57 4 min 24.227 sec 153.0 55301954.169008575 30091745.64959569 3058306134911125.0" ] }, "metadata": {}, @@ -4217,99 +5377,99 @@ "scaled_importance\n", "percentage\n", "supply_area\n", - "514244051216881418240.0000000\n", + "1784638891063316054016.0000000\n", "1.0\n", - "0.2696530\n", + "0.2832293\n", "city\n", - "355607991304987869184.0000000\n", - "0.6915160\n", - "0.1864694\n", + "1157541283030854795264.0000000\n", + "0.6486137\n", + "0.1837064\n", "exclusive_use_area\n", - "287178627309046333440.0000000\n", - "0.5584481\n", - "0.1505872\n", - "apartment_building_count_in_sites\n", - "136599603887541846016.0000000\n", - "0.2656319\n", - "0.0716284\n", + "1095179094565725405184.0000000\n", + "0.6136699\n", + "0.1738093\n", + "heat_fuel_cogeneration\n", + "389352302228596064256.0000000\n", + "0.2181687\n", + "0.0617918\n", "total_parking_capacity_in_site\n", - "110624380553147711488.0000000\n", - "0.2151204\n", - "0.0580079\n", + "310206288667791589376.0000000\n", + "0.1738202\n", + "0.0492310\n", + "heat_fuel_gas\n", + "295061334031828254720.0000000\n", + "0.1653339\n", + "0.0468274\n", "total_household_count_in_sites\n", - "83936717664419840000.0000000\n", - "0.1632235\n", - "0.0440137\n", - "floor\n", - "79562227090429313024.0000000\n", - "0.1547169\n", - "0.0417199\n", - "heat_fuel_cogeneration\n", - "62866688380418129920.0000000\n", - "0.1222507\n", - "0.0329653\n", + "287814620018924060672.0000000\n", + "0.1612733\n", + "0.0456773\n", + "apartment_building_count_in_sites\n", + "278566724474723368960.0000000\n", + "0.1560914\n", + "0.0442096\n", "total_household_count_of_area_type\n", - "52281927434330177536.0000000\n", - "0.1016675\n", - "0.0274150\n", - "heat_fuel_gas\n", - "43593366649318670336.0000000\n", - "0.0847717\n", - "0.0228590\n", - "bathroom_count\n", - "42576472325253758976.0000000\n", - "0.0827943\n", - "0.0223257\n", + "189251635731874447360.0000000\n", + "0.1060448\n", + "0.0300350\n", + "floor\n", + "155643066115784966144.0000000\n", + "0.0872126\n", + "0.0247012\n", "heat_type_district\n", - "35194944992644694016.0000000\n", - "0.0684402\n", - "0.0184551\n", + "111203400968520597504.0000000\n", + "0.0623114\n", + "0.0176484\n", "heat_type_individual\n", - "34225360454899728384.0000000\n", - "0.0665547\n", - "0.0179467\n", - "front_door_structure_stairway\n", - "24499676530895486976.0000000\n", - "0.0476421\n", - "0.0128468\n", + "82698667571544064000.0000000\n", + "0.0463392\n", + "0.0131246\n", "room_count\n", - "20022249678312570880.0000000\n", - "0.0389353\n", - "0.0104990\n", - "front_door_structure_mixed\n", - "10703568675027288064.0000000\n", - "0.0208142\n", - "0.0056126\n", + "70584617892615028736.0000000\n", + "0.0395512\n", + "0.0112021\n", + "bathroom_count\n", + "37453333080003575808.0000000\n", + "0.0209865\n", + "0.0059440\n", + "front_door_structure_stairway\n", + "34344415573955313664.0000000\n", + "0.0192445\n", + "0.0054506\n", "heat_type_central\n", - "7370545410470838272.0000000\n", - "0.0143328\n", - "0.0038649\n", + "12911231892950351872.0000000\n", + "0.0072346\n", + "0.0020491\n", "front_door_structure_corridor\n", - "5969837415672578048.0000000\n", - "0.0116090\n", - "0.0031304" + "7478936916004438016.0000000\n", + "0.0041907\n", + "0.0011869\n", + "front_door_structure_mixed\n", + "1109506532069867520.0000000\n", + "0.0006217\n", + "0.0001761" ], "text/plain": [ "variable relative_importance scaled_importance percentage\n", "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 5.14244e+20 1 0.269653\n", - "city 3.55608e+20 0.691516 0.186469\n", - "exclusive_use_area 2.87179e+20 0.558448 0.150587\n", - "apartment_building_count_in_sites 1.366e+20 0.265632 0.0716284\n", - "total_parking_capacity_in_site 1.10624e+20 0.21512 0.0580079\n", - "total_household_count_in_sites 8.39367e+19 0.163224 0.0440137\n", - "floor 7.95622e+19 0.154717 0.0417199\n", - "heat_fuel_cogeneration 6.28667e+19 0.122251 0.0329653\n", - "total_household_count_of_area_type 5.22819e+19 0.101668 0.027415\n", - "heat_fuel_gas 4.35934e+19 0.0847717 0.022859\n", - "bathroom_count 4.25765e+19 0.0827943 0.0223257\n", - "heat_type_district 3.51949e+19 0.0684402 0.0184551\n", - "heat_type_individual 3.42254e+19 0.0665547 0.0179467\n", - "front_door_structure_stairway 2.44997e+19 0.0476421 0.0128468\n", - "room_count 2.00222e+19 0.0389353 0.010499\n", - "front_door_structure_mixed 1.07036e+19 0.0208142 0.00561261\n", - "heat_type_central 7.37055e+18 0.0143328 0.00386488\n", - "front_door_structure_corridor 5.96984e+18 0.011609 0.00313039" + "supply_area 1.78464e+21 1 0.283229\n", + "city 1.15754e+21 0.648614 0.183706\n", + "exclusive_use_area 1.09518e+21 0.61367 0.173809\n", + "heat_fuel_cogeneration 3.89352e+20 0.218169 0.0617918\n", + "total_parking_capacity_in_site 3.10206e+20 0.17382 0.049231\n", + "heat_fuel_gas 2.95061e+20 0.165334 0.0468274\n", + "total_household_count_in_sites 2.87815e+20 0.161273 0.0456773\n", + "apartment_building_count_in_sites 2.78567e+20 0.156091 0.0442096\n", + "total_household_count_of_area_type 1.89252e+20 0.106045 0.030035\n", + "floor 1.55643e+20 0.0872126 0.0247012\n", + "heat_type_district 1.11203e+20 0.0623114 0.0176484\n", + "heat_type_individual 8.26987e+19 0.0463392 0.0131246\n", + "room_count 7.05846e+19 0.0395512 0.0112021\n", + "bathroom_count 3.74533e+19 0.0209865 0.00594399\n", + "front_door_structure_stairway 3.43444e+19 0.0192445 0.0054506\n", + "heat_type_central 1.29112e+19 0.00723465 0.00204906\n", + "front_door_structure_corridor 7.47894e+18 0.00419073 0.00118694\n", + "front_door_structure_mixed 1.10951e+18 0.000621698 0.000176083" ] }, "metadata": {}, @@ -4319,1434 +5479,1346 @@ "data": { "text/plain": [] }, - "execution_count": 30, + "execution_count": 174, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bestModel_1500= get_BestModel(board_csv)\n", + "bestModel_1500" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/ihFSck1500/bestModel/XGBoost_grid_1_AutoML_20190425_054218_model_6'" + ] + }, + "execution_count": 175, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_path = run_path + '/bestModel'\n", + "h2o.save_model(model=bestModel_1500, \n", + " path = my_path, \n", + " # force=True\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 176, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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"23 XGBoost_grid_1_AutoML_20190425_034434_model_3\n", + "24 GBM_1_AutoML_20190425_034434\n", + "25 XGBoost_1_AutoML_20190425_034434\n", + "26 XGBoost_2_AutoML_20190425_054218\n", + "27 XGBoost_1_AutoML_20190425_050348\n", + "28 XGBoost_2_AutoML_20190425_034434\n", + "29 XGBoost_grid_1_AutoML_20190425_050348_model_4\n", + " ... \n", + "277 GBM_grid_1_AutoML_20190425_054218_model_18\n", + "278 GBM_grid_1_AutoML_20190425_054218_model_22\n", + "279 GBM_grid_1_AutoML_20190425_034434_model_3\n", + "280 GBM_grid_1_AutoML_20190425_031629_model_5\n", + "281 GBM_grid_1_AutoML_20190425_044008_model_31\n", + "282 GBM_grid_1_AutoML_20190425_050348_model_21\n", + "283 GBM_grid_1_AutoML_20190425_040839_model_21\n", + "284 GBM_grid_1_AutoML_20190425_050348_model_28\n", + "285 GBM_grid_1_AutoML_20190425_050348_model_4\n", + "286 XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "287 GBM_grid_1_AutoML_20190425_054218_model_30\n", + "288 GBM_grid_1_AutoML_20190425_054218_model_29\n", + "289 GBM_grid_1_AutoML_20190425_044008_model_29\n", + "290 GBM_grid_1_AutoML_20190425_031629_model_4\n", + "291 GBM_grid_1_AutoML_20190425_054218_model_4\n", + "292 GBM_grid_1_AutoML_20190425_040839_model_34\n", + "293 GBM_grid_1_AutoML_20190425_050348_model_32\n", + "294 StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "295 StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n", + "296 GLM_grid_1_AutoML_20190425_044008_model_1\n", + "297 GLM_grid_1_AutoML_20190425_034434_model_1\n", + "298 GLM_grid_1_AutoML_20190425_031629_model_1\n", + "299 GLM_grid_1_AutoML_20190425_054218_model_1\n", + "300 GLM_grid_1_AutoML_20190425_050348_model_1\n", + "301 GLM_grid_1_AutoML_20190425_040839_model_1\n", + "302 XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "303 XGBoost_grid_1_AutoML_20190425_044008_model_2\n", + "304 XGBoost_grid_1_AutoML_20190425_054218_model_11\n", + "305 XGBoost_grid_1_AutoML_20190425_054218_model_2\n", + "306 XGBoost_grid_1_AutoML_20190425_044008_model_8\n", + "Name: model_id, Length: 307, dtype: object" + ] + }, + "execution_count": 179, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aml_leaderboard_df=leaderBoard.as_data_frame()\n", + "model_set=aml_leaderboard_df['model_id']\n", + "model_set" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "metadata": {}, + "outputs": [], + "source": [ + "DL = [ \n", + " 221, 222, 213, 216, 203, 207, 254, 227, 235, 238, 243, 245, 196, 252, 215, 268, 199, 233, 251, 226, 256, 261, 224, 258, 198, 255, 241, 253, 217, 234, 205, 231, 202, 230, 237, 274, 257, 160, 195, 232, 262, 264, 259, 223, 265,]\n", + "DRF = [70, 80, 64, 119, 107, 130,]\n", + "GBM=[ 4, 24, 40, 8, 17, 37, 83, 85, 89, 98, 96, 108, 91, 95, 86, 82, 68, 90, 60, 42, 77, 73, 54, 59, 181, 186, 193, 189, 188, 192, 81, 240, 76, 290, 280, 173, 269, 147, 279, 5, 144, 246, 248, 179, 211, 201, 170, 153, 74, 228, 102, 225, 49, 31, 139, 150, 283, 51, 272, 97, 247, 197, 93, 140, 111, 220, 270, 122, 209, 200, 292, 56, 239, 141, 123, 176, 167, 99, 229, 166, 48, 194, 183, 267, 159, 174, 127, 208, 185, 151, 244, 154, 57, 133, 143, 163, 275, 249, 289, 175, 266, 281, 177, 206, 155, 14, 138, 129, 184, 142, 78, 171, 260, 145, 146, 112, 19, 88, 156, 137, 187, 282, 162, 165, 191, 172, 180, 214, 284, 35, 120, 149, 273, 293, 285, 94, 204, 46, 125, 136, 182, 168, 134, 218, 92, 242, 212, 63, 66, 277, 104, 219, 161, 278, 158, 109, 210, 164, 38, 178, 288, 71, 287, 291, 157, 236, 43, 276, 148,]\n", + "GLM = [298, 297, 301, 296, 300, 299,]\n", + "XGB = [10, 25, 16, 7, 27, 9, 45, 28, 44, 58, 50, 26, 135, 131, 128, 124, 132, 126, 41, 53, 30, 302, 23, 39, 1, 105, 103, 286, 32, 117, 121, 75, 12, 13, 3, 190, 6, 303, 34, 11, 72, 118, 250, 306, 33, 47, 152, 79, 115, 169, 114, 55, 62, 29, 21, 67, 87, 101, 110, 36, 52, 304, 20, 22, 271, 305, 263, 69, 84, 0, 2, 18, 15,]\n", + "XRT = [61, 100, 113, 106, 65, 116,]" + ] + }, + { + "cell_type": "code", + "execution_count": 181, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "HP done\n", + "--- create new folder hyperparameter ---\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n" + ] + } + ], + "source": [ + "DL = get_DL_params(board_csv, DL, 'DL')\n", + "XGB = get_XG_params(board_csv, XGB, 'XGB')\n", + "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n", + "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n", + "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n", + "GLM = get_GLM_params(board_csv, GLM, 'GLM') " + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['XGBoost_grid_1_AutoML_20190425_054218_model_6',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n", + " 'GLM_grid_1_AutoML_20190425_044008_model_1']" + ] + }, + "execution_count": 182, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# best model of each type\n", + "best_model_set = [0,4,61,64,160,296,]\n", + "best_sets_1500 = get_best_models(best_model_set, model_set)\n", + "meta_data['models']=best_sets_1500\n", + "best_sets_1500\n" + ] + }, + { + "cell_type": "code", + "execution_count": 183, + "metadata": {}, + "outputs": [], + "source": [ + "# Update and save meta data\n", + "\n", + "meta_data['end_time'] = time.time()\n", + "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n", + " \n", + "n=run_id+'_meta_data.json'\n", + "dict_to_json(meta_data,n)" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'start_time': 1556185337.206079,\n", + " 'target': 'transaction_real_price',\n", + " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n", + " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n", + " 'test_path': None,\n", + " 'max_models': 9,\n", + " 'run_time': 1500,\n", + " 'run_id': 'ihFSck1500',\n", + " 'scale': False,\n", + " 'classification': False,\n", + " 'model_path': None,\n", + " 'balance': False,\n", + " 'balance_threshold': 0.2,\n", + " 'project': None,\n", + " 'end_time': 1556187162.738215,\n", + " 'execution_time': 1825.53213596344,\n", + " 'run_path': '/Users/bonnie/6105/project/DS/project/results/ihFSck1500',\n", + " 'nthreads': 1,\n", + " 'min_mem_size': 1,\n", + " 'analysis': 0,\n", + " 'X': ['city',\n", + " 'exclusive_use_area',\n", + " 'floor',\n", + " 'total_parking_capacity_in_site',\n", + " 'total_household_count_in_sites',\n", + " 'apartment_building_count_in_sites',\n", + " 'supply_area',\n", + " 'total_household_count_of_area_type',\n", + " 'room_count',\n", + " 'bathroom_count',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_fuel_gas',\n", + " 'heat_type_central',\n", + " 'heat_type_district',\n", + " 'heat_type_individual',\n", + " 'front_door_structure_corridor',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway'],\n", + " 'variables': {'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'},\n", + " 'model_execution_time_sec': 1363.7918326854706,\n", + " 'model_execution_time': 1363.7919659614563,\n", + " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_054218_model_6',\n", + " 'mod_best_algo': 'xgboost',\n", + " 'models': ['XGBoost_grid_1_AutoML_20190425_054218_model_6',\n", + " 'GBM_1_AutoML_20190425_031629',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n", + " 'GLM_grid_1_AutoML_20190425_044008_model_1']}" + ] + }, + "execution_count": 184, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "meta_data" + ] + }, + { + "cell_type": "code", + "execution_count": 185, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs/ihFSck1500_autoh2o_log.zip\n" + ] + }, + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs/ihFSck1500_autoh2o_log.zip'" + ] + }, + "execution_count": 185, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bestModel_1500 = get_BestModel(board_csv)\n", - "bestModel_1500" + "# Save logs\n", + "h2o.download_all_logs(dirname=logs_path, filename=logfile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MODEL 5 ( 2000 ) " + ] + }, + { + "cell_type": "code", + "execution_count": 186, + "metadata": {}, + "outputs": [], + "source": [ + "runtime = 2000" + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CzanFF2000\n" + ] + } + ], + "source": [ + "rtime = str(runtime)\n", + "run_id= alphabet(6) + rtime\n", + "\n", + "run_path = os.path.join(server_path,run_id)\n", + "os.mkdir(run_path)\n", + "os.chdir(run_path) \n", + "\n", + "print (run_id)" + ] + }, + { + "cell_type": "code", + "execution_count": 188, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs CzanFF2000_autoh2o_log.zip\n" + ] + } + ], + "source": [ + "logfile=run_id+'_autoh2o_log.zip'\n", + "logs_path=os.path.join(run_path,'logs')\n", + "print(logs_path,' ',logfile)" + ] + }, + { + "cell_type": "code", + "execution_count": 189, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'start_time': 1556187167.476568, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 2000, 'run_id': 'CzanFF2000', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556187167.4765701, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/CzanFF2000', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n" + ] + } + ], + "source": [ + "# meta data\n", + "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n", + " target,runtime,classification,scale,max_models,balance_y,\n", + " balance_threshold,name,run_path,nthreads,min_mem_size,X,\n", + " Variable_type)\n", + "\n", + "\n", + "print(meta_data)" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 190, "metadata": { - "scrolled": false + "scrolled": true }, "outputs": [ { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", + "get_leaderBoard done\n" + ] } ], "source": [ - "bestModel_1500.varimp_plot()" + "model_start_time = time.time()\n", + "leaderBoard = get_leaderBoard(runtime)" ] }, { - "cell_type": "markdown", - "metadata": {}, + "cell_type": "code", + "execution_count": 191, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Execution time for 2000 sec = 1797.248456954956\n" + ] + } + ], "source": [ - "# MODEL 5 ( 2000 ) " + "execution_time = time.time() - model_start_time\n", + "meta_data['model_execution_time_sec'] = execution_time\n", + "meta_data['model_execution_time'] = time.time() - model_start_time\n", + "print(\"Execution time for \", runtime,\"sec = \",meta_data['model_execution_time_sec'])\n" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 192, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "AutoML progress: |████████████████████████████████████████████████████████| 100%\n", - "get_leaderBoard done\n", + "--- create new folder leaderboard ---\n", "board_to_csv done\n", - "GBM_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_15\n", - "GBM_grid_1_AutoML_20190416_030706_model_65\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_7\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_17\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_8\n", - "XGBoost_1_AutoML_20190416_023643\n", - "XGBoost_1_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_023643_model_1\n", - "XGBoost_1_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_9\n", - "GBM_grid_1_AutoML_20190416_030706_model_41\n", - "GBM_grid_1_AutoML_20190416_023844_model_54\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_3\n", - "GBM_1_AutoML_20190416_030706\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_3\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_4\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_14\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_16\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_16\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_6\n", - "XGBoost_1_AutoML_20190416_022142\n", - "GBM_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_24\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_1\n", - "GBM_grid_1_AutoML_20190416_021340_model_9\n", - "GBM_grid_1_AutoML_20190416_023844_model_36\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_3\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_27\n", - "XGBoost_1_AutoML_20190416_020809\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_6\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_12\n", - "XGBoost_1_AutoML_20190416_030706\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_6\n", - "GBM_1_AutoML_20190416_022142\n", - "XGBoost_2_AutoML_20190416_021340\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_7\n", - "GBM_1_AutoML_20190416_023643\n", - "XGBoost_2_AutoML_20190416_030706\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_8\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_20\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_1\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_4\n", - "GBM_grid_1_AutoML_20190416_022142_model_19\n", - "GBM_grid_1_AutoML_20190416_030706_model_31\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_13\n", - "XGBoost_2_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_12\n", - "XGBoost_2_AutoML_20190416_023844\n", - "XGBoost_2_AutoML_20190416_022142\n", - "GBM_grid_1_AutoML_20190416_022142_model_22\n", - "XGBoost_1_AutoML_20190416_023844\n", - 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"DeepLearning_grid_1_AutoML_20190416_021340_model_5\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_4\n", - "DeepLearning_grid_1_AutoML_20190416_022142_model_6\n", - "GBM_grid_1_AutoML_20190416_022142_model_42\n", - "GBM_grid_1_AutoML_20190416_030706_model_48\n", - "DeepLearning_grid_1_AutoML_20190416_030706_model_4\n", - "GBM_grid_1_AutoML_20190416_022142_model_3\n", - "GBM_grid_1_AutoML_20190416_023844_model_65\n", - "GBM_grid_1_AutoML_20190416_030706_model_60\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_5\n", - "GBM_grid_1_AutoML_20190416_020809_model_3\n", - "DeepLearning_grid_1_AutoML_20190416_023844_model_6\n", - "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n", - "GBM_grid_1_AutoML_20190416_023844_model_27\n", - "GBM_grid_1_AutoML_20190416_022142_model_31\n" + "XGBoost_grid_1_AutoML_20190425_061247_model_5\n", + "--- create new folder param ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_6\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_061247\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_5\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_7\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_7\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_034434_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_7\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_054218\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_6\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_5\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_6\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_7\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_9\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_061247\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_061247\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_050348\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_8\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_17\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_12\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_5\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_13\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_3\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_8\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_054218\n", + "--- param existed ---\n", + "XGBoost_1_AutoML_20190425_050348\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_4\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_1\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_19\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_1\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_10\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_14\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_29\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_1\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_054218\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_2\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_27\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_4\n", + "--- param existed ---\n", + "GBM_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_7\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_7\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_10\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_12\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_18\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_050348\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_22\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_10\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_12\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_031629_model_2\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_050348\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_2\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_23\n", + "--- param existed ---\n", + "XGBoost_2_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_054218\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_3\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_16\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_050348\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_17\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_6\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_050348\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_4\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_061247\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_6\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_5\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_14\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_4\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_3\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_061247\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_040839\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_11\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_12\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_031629_model_1\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_031629\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_054218_model_5\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_061247_model_9\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_040839\n", + "--- param existed ---\n", + "GBM_4_AutoML_20190425_061247\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_7\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_18\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_040839\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_054218\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_061247\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_031629\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_13\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_27\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_5\n", + "--- param existed ---\n", + "GBM_3_AutoML_20190425_034434\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_050348\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_24\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_044008_model_1\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_034434\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_8\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_16\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_7\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_061247\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_29\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_19\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_034434_model_6\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_050348\n", + "--- param existed ---\n", + "GBM_2_AutoML_20190425_054218\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_054218_model_24\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_9\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_040839_model_29\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_16\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_040839\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_15\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_9\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_21\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_050348_model_13\n", + "--- param existed ---\n", + "XRT_1_AutoML_20190425_054218\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_040839_model_2\n", + "--- param existed ---\n", + "XGBoost_grid_1_AutoML_20190425_044008_model_6\n", + "--- param existed ---\n", + "DRF_1_AutoML_20190425_044008\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_050348_model_3\n", + "--- param existed ---\n", + "GBM_grid_1_AutoML_20190425_061247_model_25\n", + "--- param existed ---\n", + 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"GBM_grid_1_AutoML_20190416_030706_model_27\n", - "GBM_grid_1_AutoML_20190416_023844_model_10\n", - "GBM_grid_1_AutoML_20190416_022142_model_41\n", - "GBM_grid_1_AutoML_20190416_023844_model_12\n", - "GBM_grid_1_AutoML_20190416_023844_model_63\n", - "GBM_grid_1_AutoML_20190416_030706_model_54\n", - "GBM_grid_1_AutoML_20190416_020809_model_8\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_9\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_21\n", - "GBM_grid_1_AutoML_20190416_022142_model_4\n", - "GBM_grid_1_AutoML_20190416_030706_model_70\n", - "GBM_grid_1_AutoML_20190416_030706_model_49\n", - "GBM_grid_1_AutoML_20190416_021340_model_20\n", - "GBM_grid_1_AutoML_20190416_022142_model_28\n", - "GBM_grid_1_AutoML_20190416_023844_model_48\n", - "XGBoost_grid_1_AutoML_20190416_020809_model_3\n", - "GBM_grid_1_AutoML_20190416_023844_model_33\n", - "GBM_grid_1_AutoML_20190416_022142_model_6\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_29\n", - "GBM_grid_1_AutoML_20190416_023844_model_5\n", - "GBM_grid_1_AutoML_20190416_022142_model_7\n", - "GBM_grid_1_AutoML_20190416_020809_model_12\n", - "GBM_grid_1_AutoML_20190416_015849_model_14\n", - "GBM_grid_1_AutoML_20190416_020809_model_14\n", - "GBM_grid_1_AutoML_20190416_023844_model_66\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "GLM_grid_1_AutoML_20190416_020809_model_1\n", - "GLM_grid_1_AutoML_20190416_022142_model_1\n", - "GLM_grid_1_AutoML_20190416_023643_model_1\n", - "GLM_grid_1_AutoML_20190416_023844_model_1\n", - "GLM_grid_1_AutoML_20190416_021340_model_1\n", - "GLM_grid_1_AutoML_20190416_015849_model_1\n", - "GLM_grid_1_AutoML_20190416_030706_model_1\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "XGBoost_grid_1_AutoML_20190416_015849_model_2\n", - "GBM_grid_1_AutoML_20190416_015849_model_4\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_1\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_2\n", - "XGBoost_grid_1_AutoML_20190416_030706_model_10\n", - "XGBoost_grid_1_AutoML_20190416_021340_model_13\n", - "XGBoost_grid_1_AutoML_20190416_022142_model_19\n", - "XGBoost_grid_1_AutoML_20190416_023844_model_10\n", - "get_all_params done\n", - "model_list : 444\n", - "all_params : 444\n", - "tryyyyyyyyyyyyyyyy 1\n", - "done\n", - "tryyyyyyyyyyyyyyyy 2\n", - "done\n", - "tryyyyyyyyyyyyyyyy 3\n", - "done\n", - "tryyyyyyyyyyyyyyyy 4\n", - "done\n", - "tryyyyyyyyyyyyyyyy 5\n", - "done\n", - "tryyyyyyyyyyyyyyyy 6\n", - "done\n", - "tryyyyyyyyyyyyyyyy 7\n", - "done\n", - "tryyyyyyyyyyyyyyyy 8\n", - "done\n", - "tryyyyyyyyyyyyyyyy 9\n", - "done\n", - "tryyyyyyyyyyyyyyyy 10\n", - "done\n", - "tryyyyyyyyyyyyyyyy 11\n", - "done\n", - "tryyyyyyyyyyyyyyyy 12\n", - "done\n", - "tryyyyyyyyyyyyyyyy 13\n", - "done\n", - "tryyyyyyyyyyyyyyyy 14\n", - "done\n", - "tryyyyyyyyyyyyyyyy 15\n", - "done\n", - "tryyyyyyyyyyyyyyyy 16\n", - "done\n", - "tryyyyyyyyyyyyyyyy 17\n", - "done\n", - "tryyyyyyyyyyyyyyyy 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"board_csv = board_to_csv(leaderBoard)\n", + "\n", + "every_params = get_every_params(board_csv)" + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 428\n", - "StackedEnsemble_AllModels_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 429\n", - "done\n", - "tryyyyyyyyyyyyyyyy 430\n", - "done\n", - "tryyyyyyyyyyyyyyyy 431\n", - "done\n", - "tryyyyyyyyyyyyyyyy 432\n", - "done\n", - "tryyyyyyyyyyyyyyyy 433\n", - "done\n", - "tryyyyyyyyyyyyyyyy 434\n", - "done\n", - "tryyyyyyyyyyyyyyyy 435\n", - "done\n", "Warning: This model doesn't have variable importances\n", - "tryyyyyyyyyyyyyyyy 436\n", - "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n", - "pass\n", - "tryyyyyyyyyyyyyyyy 437\n", - "done\n", - "tryyyyyyyyyyyyyyyy 438\n", - "done\n", - "tryyyyyyyyyyyyyyyy 439\n", - "done\n", - "tryyyyyyyyyyyyyyyy 440\n", - "done\n", - "tryyyyyyyyyyyyyyyy 441\n", - "done\n", - "tryyyyyyyyyyyyyyyy 442\n", - "done\n", - "tryyyyyyyyyyyyyyyy 443\n", - "done\n", - "tryyyyyyyyyyyyyyyy 444\n", - "done\n" + "--- create new folder varimp ---\n", + "all varimp done\n" ] } ], "source": [ - "runtime = 2000\n", - "leaderBoard = get_leaderBoard(runtime)\n", - "\n", - "board_csv = board_to_csv(leaderBoard, runtime)\n", - "board_csv.to_csv('result/2000/leaderboard.csv', sep='\\t')\n", - "\n", - "params = get_all_params(board_csv)\n", - "with open('result/2000/params.json', 'w') as f:\n", - " json.dump(params, f)\n", - " \n", - "all_varimp = get_all_varimp(board_csv) \n", - "all_varimp.to_csv('result/2000/all_varimp.csv', sep='\\t')" + "all_varimp = get_all_varimp(board_csv) " ] }, { "cell_type": "code", - "execution_count": 33, - "metadata": {}, + "execution_count": 194, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", @@ -5754,27 +6826,27 @@ "text": [ "Model Details\n", "=============\n", - "H2OGradientBoostingEstimator : Gradient Boosting Machine\n", - "Model Key: GBM_1_AutoML_20190416_015849\n", + "H2OXGBoostEstimator : XGBoost\n", + "Model Key: XGBoost_grid_1_AutoML_20190425_061247_model_5\n", "\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on train data. **\n", "\n", - "MSE: 9064188861621198.0\n", - "RMSE: 95206033.74587767\n", - "MAE: 67496135.99104144\n", - "RMSLE: 0.25946421720441404\n", - "Mean Residual Deviance: 9064188861621198.0\n", + "MSE: 5816853476665414.0\n", + "RMSE: 76268299.29050086\n", + "MAE: 46229019.4722372\n", + "RMSLE: 0.17690396458636065\n", + "Mean Residual Deviance: 5816853476665414.0\n", "\n", - "ModelMetricsRegression: gbm\n", + "ModelMetricsRegression: xgboost\n", "** Reported on cross-validation data. **\n", "\n", - "MSE: 2.5146739460939084e+16\n", - "RMSE: 158577235.00218776\n", - "MAE: 96028946.28873461\n", - "RMSLE: 0.3325625379269681\n", - "Mean Residual Deviance: 2.5146739460939084e+16\n", + "MSE: 2.3382607125691124e+16\n", + "RMSE: 152913724.45170227\n", + "MAE: 90137824.6296496\n", + "RMSLE: 0.31093634277167725\n", + "Mean Residual Deviance: 2.3382607125691124e+16\n", "Cross-Validation Metrics Summary: \n" ] }, @@ -5790,72 +6862,72 @@ "cv_4_valid\n", "cv_5_valid\n", "mae\n", - "96028944.0000000\n", - "3612221.8\n", - "100648072.0000000\n", - "89991768.0000000\n", - "99987528.0000000\n", - "89572152.0000000\n", - "99945208.0000000\n", + "90137824.0000000\n", + "1720194.9\n", + "94745192.0000000\n", + "89716088.0000000\n", + "89148568.0000000\n", + "89563824.0000000\n", + "87515440.0000000\n", "mean_residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23382607300000000.0000000\n", + "1616059290000000.0000000\n", + "26254581000000000.0000000\n", + "24030997000000000.0000000\n", + "21081099600000000.0000000\n", + "25161494700000000.0000000\n", + "20384864000000000.0000000\n", "mse\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23382607300000000.0000000\n", + "1616059290000000.0000000\n", + "26254581000000000.0000000\n", + "24030997000000000.0000000\n", + "21081099600000000.0000000\n", + "25161494700000000.0000000\n", + "20384864000000000.0000000\n", "r2\n", - "0.7517724\n", - "0.0152310\n", - "0.7486387\n", - "0.7622951\n", - "0.7392049\n", - "0.7862044\n", - "0.7225189\n", + "0.7620259\n", + "0.0145352\n", + "0.7485561\n", + "0.7481739\n", + "0.7475859\n", + "0.7647564\n", + "0.8010572\n", "residual_deviance\n", - "25146739300000000.0000000\n", - "3702095920000000.0000000\n", - "27711208500000000.0000000\n", - "18931681100000000.0000000\n", - "30423211900000000.0000000\n", - "18735190700000000.0000000\n", - "29932406600000000.0000000\n", + "23382607300000000.0000000\n", + "1616059290000000.0000000\n", + "26254581000000000.0000000\n", + "24030997000000000.0000000\n", + "21081099600000000.0000000\n", + "25161494700000000.0000000\n", + "20384864000000000.0000000\n", "rmse\n", - "157673632.0000000\n", - "11953314.0000000\n", - "166466832.0000000\n", - "137592448.0000000\n", - "174422512.0000000\n", - "136876560.0000000\n", - "173009840.0000000\n", + "152728928.0000000\n", + "5314216.0\n", + "162032656.0000000\n", + "155019344.0000000\n", + "145193312.0000000\n", + "158623744.0000000\n", + "142775568.0000000\n", "rmsle\n", - "0.3324099\n", - "0.0071243\n", - "0.3404068\n", - "0.3175372\n", - "0.3412233\n", - "0.3229898\n", - "0.3398924" + "0.3108959\n", + "0.0035453\n", + "0.3065266\n", + "0.3103514\n", + "0.3044514\n", + "0.31621\n", + "0.3169402" ], "text/plain": [ " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.60289e+07 3.61222e+06 1.00648e+08 8.99918e+07 9.99875e+07 8.95722e+07 9.99452e+07\n", - "mean_residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "mse 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "r2 0.751772 0.015231 0.748639 0.762295 0.739205 0.786204 0.722519\n", - "residual_deviance 2.51467e+16 3.7021e+15 2.77112e+16 1.89317e+16 3.04232e+16 1.87352e+16 2.99324e+16\n", - "rmse 1.57674e+08 1.19533e+07 1.66467e+08 1.37592e+08 1.74423e+08 1.36877e+08 1.7301e+08\n", - "rmsle 0.33241 0.00712425 0.340407 0.317537 0.341223 0.32299 0.339892" + "mae 9.01378e+07 1.72019e+06 9.47452e+07 8.97161e+07 8.91486e+07 8.95638e+07 8.75154e+07\n", + "mean_residual_deviance 2.33826e+16 1.61606e+15 2.62546e+16 2.4031e+16 2.10811e+16 2.51615e+16 2.03849e+16\n", + "mse 2.33826e+16 1.61606e+15 2.62546e+16 2.4031e+16 2.10811e+16 2.51615e+16 2.03849e+16\n", + "r2 0.762026 0.0145352 0.748556 0.748174 0.747586 0.764756 0.801057\n", + "residual_deviance 2.33826e+16 1.61606e+15 2.62546e+16 2.4031e+16 2.10811e+16 2.51615e+16 2.03849e+16\n", + "rmse 1.52729e+08 5.31422e+06 1.62033e+08 1.55019e+08 1.45193e+08 1.58624e+08 1.42776e+08\n", + "rmsle 0.310896 0.00354531 0.306527 0.310351 0.304451 0.31621 0.31694" ] }, "metadata": {}, @@ -5879,40 +6951,40 @@ "training_mae\n", "training_deviance\n", "\n", - "2019-04-16 01:59:34\n", - " 2.530 sec\n", + "2019-04-25 06:19:45\n", + " 5 min 15.917 sec\n", "0.0\n", - "316955226.6467000\n", - "217175355.8332210\n", - "100460615698660944.0000000\n", + "510052399.0745529\n", + "401904324.3927224\n", + "260153449801706944.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.570 sec\n", + "2019-04-25 06:19:45\n", + " 5 min 15.970 sec\n", "5.0\n", - "233002195.6791182\n", - "161623741.1834266\n", - "54290023191290104.0000000\n", + "418495889.6627705\n", + "314314193.8485175\n", + "175138809664633760.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.599 sec\n", + "2019-04-25 06:19:45\n", + " 5 min 16.016 sec\n", "10.0\n", - "185979042.9780051\n", - "128617301.5363942\n", - "34588204427014652.0000000\n", + "349709775.0411803\n", + "246363801.1789757\n", + "122296926759352912.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.637 sec\n", + "2019-04-25 06:19:45\n", + " 5 min 16.075 sec\n", "15.0\n", - "160886370.0168623\n", - "110703199.1023516\n", - "25884424057202716.0000000\n", + "299245657.0630278\n", + "196418295.8727763\n", + "89547963271083248.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.677 sec\n", + "2019-04-25 06:19:45\n", + " 5 min 16.145 sec\n", "20.0\n", - "147080024.7121016\n", - "100357653.0723404\n", - "21632533669312412.0000000\n", + "260142796.7636881\n", + "160260701.7320755\n", + "67674274708033504.0000000\n", "---\n", "---\n", "---\n", @@ -5921,55 +6993,55 @@ "---\n", "---\n", "\n", - "2019-04-16 01:59:34\n", - " 2.941 sec\n", - "80.0\n", - "100875681.1094938\n", - "71046537.4405375\n", - "10175903039304288.0000000\n", + "2019-04-25 06:19:52\n", + " 5 min 23.585 sec\n", + "150.0\n", + "81121986.2703420\n", + "48660595.7735849\n", + "6580776656445555.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.960 sec\n", - "85.0\n", - "98941160.7536640\n", - "69978548.0206047\n", - "9789353291282378.0000000\n", + "2019-04-25 06:19:53\n", + " 5 min 24.071 sec\n", + "155.0\n", + "79778282.6056677\n", + "47968167.1115903\n", + "6364574375509785.0000000\n", "\n", - "2019-04-16 01:59:34\n", - " 2.982 sec\n", - "90.0\n", - "97317074.0339378\n", - "68895259.2815230\n", - "9470612898526922.0000000\n", + "2019-04-25 06:19:53\n", + " 5 min 24.578 sec\n", + "160.0\n", + "78501676.1712975\n", + "47346526.1649596\n", + "6162513161703253.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.000 sec\n", - "95.0\n", - "95815426.8702730\n", - "67948401.3007839\n", - "9180596026332636.0000000\n", + "2019-04-25 06:19:54\n", + " 5 min 25.089 sec\n", + "165.0\n", + "77163595.8103168\n", + "46649815.0442049\n", + "5954220518377946.0000000\n", "\n", - "2019-04-16 01:59:35\n", - " 3.008 sec\n", - "97.0\n", - "95206033.7458777\n", - "67496135.9910414\n", - "9064188861621198.0000000" + "2019-04-25 06:19:54\n", + " 5 min 25.606 sec\n", + "169.0\n", + "76268299.2905009\n", + "46229019.4722372\n", + "5816853476665414.0000000" ], "text/plain": [ - " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", - "--- ------------------- ---------- ----------------- ------------------ ------------------ ----------------------\n", - " 2019-04-16 01:59:34 2.530 sec 0.0 316955226.64669997 217175355.83322105 1.0046061569866094e+17\n", - " 2019-04-16 01:59:34 2.570 sec 5.0 233002195.67911825 161623741.18342665 5.4290023191290104e+16\n", - " 2019-04-16 01:59:34 2.599 sec 10.0 185979042.97800505 128617301.53639418 3.4588204427014652e+16\n", - " 2019-04-16 01:59:34 2.637 sec 15.0 160886370.01686227 110703199.10235162 2.5884424057202716e+16\n", - " 2019-04-16 01:59:34 2.677 sec 20.0 147080024.71210158 100357653.07234043 2.1632533669312412e+16\n", - "--- --- --- --- --- --- ---\n", - " 2019-04-16 01:59:34 2.941 sec 80.0 100875681.10949382 71046537.44053751 1.0175903039304288e+16\n", - " 2019-04-16 01:59:34 2.960 sec 85.0 98941160.75366399 69978548.0206047 9789353291282378.0\n", - " 2019-04-16 01:59:34 2.982 sec 90.0 97317074.03393775 68895259.28152296 9470612898526922.0\n", - " 2019-04-16 01:59:35 3.000 sec 95.0 95815426.87027301 67948401.30078387 9180596026332636.0\n", - " 2019-04-16 01:59:35 3.008 sec 97.0 95206033.74587767 67496135.99104144 9064188861621198.0" + " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", + "--- ------------------- ---------------- ----------------- ------------------ ------------------ ----------------------\n", + " 2019-04-25 06:19:45 5 min 15.917 sec 0.0 510052399.0745529 401904324.39272237 2.6015344980170694e+17\n", + " 2019-04-25 06:19:45 5 min 15.970 sec 5.0 418495889.66277045 314314193.84851754 1.7513880966463376e+17\n", + " 2019-04-25 06:19:45 5 min 16.016 sec 10.0 349709775.04118025 246363801.17897573 1.2229692675935291e+17\n", + " 2019-04-25 06:19:45 5 min 16.075 sec 15.0 299245657.0630278 196418295.87277627 8.954796327108325e+16\n", + " 2019-04-25 06:19:45 5 min 16.145 sec 20.0 260142796.76368806 160260701.73207548 6.76742747080335e+16\n", + "--- --- --- --- --- --- ---\n", + " 2019-04-25 06:19:52 5 min 23.585 sec 150.0 81121986.27034199 48660595.7735849 6580776656445555.0\n", + " 2019-04-25 06:19:53 5 min 24.071 sec 155.0 79778282.60566773 47968167.111590296 6364574375509785.0\n", + " 2019-04-25 06:19:53 5 min 24.578 sec 160.0 78501676.17129748 47346526.16495957 6162513161703253.0\n", + " 2019-04-25 06:19:54 5 min 25.089 sec 165.0 77163595.81031683 46649815.04420485 5954220518377946.0\n", + " 2019-04-25 06:19:54 5 min 25.606 sec 169.0 76268299.29050086 46229019.4722372 5816853476665414.0" ] }, "metadata": {}, @@ -5992,99 +7064,99 @@ "scaled_importance\n", "percentage\n", "supply_area\n", - "514244051216881418240.0000000\n", + "1436747078848013664256.0000000\n", "1.0\n", - "0.2696530\n", + "0.2745831\n", "city\n", - "355607991304987869184.0000000\n", - "0.6915160\n", - "0.1864694\n", + "970252688970932551680.0000000\n", + "0.6753121\n", + "0.1854293\n", "exclusive_use_area\n", - "287178627309046333440.0000000\n", - "0.5584481\n", - "0.1505872\n", - "apartment_building_count_in_sites\n", - "136599603887541846016.0000000\n", - "0.2656319\n", - "0.0716284\n", + "888728176672550944768.0000000\n", + "0.6185697\n", + "0.1698488\n", + "heat_fuel_cogeneration\n", + "430438852735329632256.0000000\n", + "0.2995926\n", + "0.0822631\n", "total_parking_capacity_in_site\n", - "110624380553147711488.0000000\n", - "0.2151204\n", - "0.0580079\n", + "321311848689538433024.0000000\n", + "0.2236384\n", + "0.0614073\n", + "apartment_building_count_in_sites\n", + "252033045990442270720.0000000\n", + "0.1754192\n", + "0.0481672\n", "total_household_count_in_sites\n", - "83936717664419840000.0000000\n", - "0.1632235\n", - "0.0440137\n", - "floor\n", - "79562227090429313024.0000000\n", - "0.1547169\n", - "0.0417199\n", - "heat_fuel_cogeneration\n", - "62866688380418129920.0000000\n", - "0.1222507\n", - "0.0329653\n", + "242843996308560150528.0000000\n", + "0.1690235\n", + "0.0464110\n", "total_household_count_of_area_type\n", - "52281927434330177536.0000000\n", - "0.1016675\n", - "0.0274150\n", + "188630754709808873472.0000000\n", + "0.1312902\n", + "0.0360501\n", + "floor\n", + "127563790942199611392.0000000\n", + "0.0887865\n", + "0.0243793\n", "heat_fuel_gas\n", - "43593366649318670336.0000000\n", - "0.0847717\n", - "0.0228590\n", - "bathroom_count\n", - "42576472325253758976.0000000\n", - "0.0827943\n", - "0.0223257\n", + "107952584889838075904.0000000\n", + "0.0751368\n", + "0.0206313\n", "heat_type_district\n", - "35194944992644694016.0000000\n", - "0.0684402\n", - "0.0184551\n", + "82495266716498526208.0000000\n", + "0.0574181\n", + "0.0157660\n", "heat_type_individual\n", - "34225360454899728384.0000000\n", - "0.0665547\n", - "0.0179467\n", - "front_door_structure_stairway\n", - "24499676530895486976.0000000\n", - "0.0476421\n", - "0.0128468\n", + "73838072799204212736.0000000\n", + "0.0513925\n", + "0.0141115\n", "room_count\n", - "20022249678312570880.0000000\n", - "0.0389353\n", - "0.0104990\n", - "front_door_structure_mixed\n", - "10703568675027288064.0000000\n", - "0.0208142\n", - "0.0056126\n", + "34526037302677864448.0000000\n", + "0.0240307\n", + "0.0065984\n", + "bathroom_count\n", + "27993634212897882112.0000000\n", + "0.0194840\n", + "0.0053500\n", + "front_door_structure_stairway\n", + "24037608968345878528.0000000\n", + "0.0167306\n", + "0.0045939\n", "heat_type_central\n", - "7370545410470838272.0000000\n", - "0.0143328\n", - "0.0038649\n", + "11834382299334443008.0000000\n", + "0.0082369\n", + "0.0022617\n", "front_door_structure_corridor\n", - "5969837415672578048.0000000\n", - "0.0116090\n", - "0.0031304" + "10630146587059290112.0000000\n", + "0.0073988\n", + "0.0020316\n", + "front_door_structure_mixed\n", + "609122913437614080.0000000\n", + "0.0004240\n", + "0.0001164" ], "text/plain": [ "variable relative_importance scaled_importance percentage\n", "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 5.14244e+20 1 0.269653\n", - "city 3.55608e+20 0.691516 0.186469\n", - "exclusive_use_area 2.87179e+20 0.558448 0.150587\n", - "apartment_building_count_in_sites 1.366e+20 0.265632 0.0716284\n", - "total_parking_capacity_in_site 1.10624e+20 0.21512 0.0580079\n", - "total_household_count_in_sites 8.39367e+19 0.163224 0.0440137\n", - "floor 7.95622e+19 0.154717 0.0417199\n", - "heat_fuel_cogeneration 6.28667e+19 0.122251 0.0329653\n", - "total_household_count_of_area_type 5.22819e+19 0.101668 0.027415\n", - "heat_fuel_gas 4.35934e+19 0.0847717 0.022859\n", - "bathroom_count 4.25765e+19 0.0827943 0.0223257\n", - "heat_type_district 3.51949e+19 0.0684402 0.0184551\n", - "heat_type_individual 3.42254e+19 0.0665547 0.0179467\n", - "front_door_structure_stairway 2.44997e+19 0.0476421 0.0128468\n", - "room_count 2.00222e+19 0.0389353 0.010499\n", - "front_door_structure_mixed 1.07036e+19 0.0208142 0.00561261\n", - "heat_type_central 7.37055e+18 0.0143328 0.00386488\n", - "front_door_structure_corridor 5.96984e+18 0.011609 0.00313039" + "supply_area 1.43675e+21 1 0.274583\n", + "city 9.70253e+20 0.675312 0.185429\n", + "exclusive_use_area 8.88728e+20 0.61857 0.169849\n", + "heat_fuel_cogeneration 4.30439e+20 0.299593 0.0822631\n", + "total_parking_capacity_in_site 3.21312e+20 0.223638 0.0614073\n", + "apartment_building_count_in_sites 2.52033e+20 0.175419 0.0481672\n", + "total_household_count_in_sites 2.42844e+20 0.169023 0.046411\n", + "total_household_count_of_area_type 1.88631e+20 0.13129 0.0360501\n", + "floor 1.27564e+20 0.0887865 0.0243793\n", + "heat_fuel_gas 1.07953e+20 0.0751368 0.0206313\n", + "heat_type_district 8.24953e+19 0.0574181 0.015766\n", + "heat_type_individual 7.38381e+19 0.0513925 0.0141115\n", + "room_count 3.4526e+19 0.0240307 0.00659842\n", + "bathroom_count 2.79936e+19 0.019484 0.00534999\n", + "front_door_structure_stairway 2.40376e+19 0.0167306 0.00459393\n", + "heat_type_central 1.18344e+19 0.00823693 0.00226172\n", + "front_door_structure_corridor 1.06301e+19 0.00739876 0.00203157\n", + "front_door_structure_mixed 6.09123e+17 0.00042396 0.000116412" ] }, "metadata": {}, @@ -6094,26 +7166,50 @@ "data": { "text/plain": [] }, - "execution_count": 33, + "execution_count": 194, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "bestModel_2000 = get_BestModel(board_csv)\n", + "bestModel_2000= get_BestModel(board_csv)\n", "bestModel_2000" ] }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 195, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/CzanFF2000/bestModel/XGBoost_grid_1_AutoML_20190425_061247_model_5'" + ] + }, + "execution_count": 195, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_path = run_path + '/bestModel'\n", + "h2o.save_model(model=bestModel_2000, \n", + " path = my_path, \n", + " # force=True\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 196, "metadata": { - "scrolled": true + "scrolled": false }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -6130,12 +7226,352 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 197, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'xgboost'" + ] + }, + "execution_count": 197, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bestModel_2000.algo" + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": {}, + "outputs": [], + "source": [ + "meta_data['mod_best']=bestModel_2000._id\n", + "meta_data['mod_best_algo']=bestModel_2000.algo\n" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 XGBoost_grid_1_AutoML_20190425_061247_model_5\n", + "1 XGBoost_grid_1_AutoML_20190425_054218_model_6\n", + "2 GBM_1_AutoML_20190425_061247\n", + "3 XGBoost_grid_1_AutoML_20190425_034434_model_5\n", + "4 XGBoost_grid_1_AutoML_20190425_061247_model_2\n", + "5 XGBoost_grid_1_AutoML_20190425_054218_model_7\n", + "6 XGBoost_grid_1_AutoML_20190425_040839_model_7\n", + "7 GBM_1_AutoML_20190425_031629\n", + "8 GBM_grid_1_AutoML_20190425_034434_model_4\n", + "9 XGBoost_grid_1_AutoML_20190425_044008_model_1\n", + "10 XGBoost_grid_1_AutoML_20190425_061247_model_7\n", + "11 XGBoost_1_AutoML_20190425_044008\n", + "12 GBM_1_AutoML_20190425_044008\n", + "13 XGBoost_1_AutoML_20190425_054218\n", + "14 XGBoost_1_AutoML_20190425_031629\n", + "15 XGBoost_grid_1_AutoML_20190425_061247_model_6\n", + "16 XGBoost_grid_1_AutoML_20190425_044008_model_4\n", + "17 XGBoost_grid_1_AutoML_20190425_040839_model_5\n", + "18 XGBoost_grid_1_AutoML_20190425_040839_model_6\n", + "19 GBM_grid_1_AutoML_20190425_044008_model_7\n", + "20 XGBoost_grid_1_AutoML_20190425_061247_model_4\n", + "21 XGBoost_grid_1_AutoML_20190425_054218_model_9\n", + "22 XGBoost_1_AutoML_20190425_040839\n", + "23 XGBoost_2_AutoML_20190425_061247\n", + "24 XGBoost_1_AutoML_20190425_061247\n", + "25 GBM_1_AutoML_20190425_050348\n", + "26 XGBoost_grid_1_AutoML_20190425_054218_model_8\n", + "27 GBM_grid_1_AutoML_20190425_050348_model_17\n", + "28 XGBoost_grid_1_AutoML_20190425_054218_model_12\n", + "29 XGBoost_grid_1_AutoML_20190425_050348_model_5\n", + " ... \n", + "349 XGBoost_grid_1_AutoML_20190425_034434_model_8\n", + "350 GBM_grid_1_AutoML_20190425_061247_model_26\n", + "351 GBM_grid_1_AutoML_20190425_054218_model_30\n", + "352 GBM_grid_1_AutoML_20190425_054218_model_29\n", + "353 GBM_grid_1_AutoML_20190425_044008_model_29\n", + "354 GBM_grid_1_AutoML_20190425_031629_model_4\n", + "355 GBM_grid_1_AutoML_20190425_061247_model_18\n", + "356 GBM_grid_1_AutoML_20190425_061247_model_13\n", + "357 GBM_grid_1_AutoML_20190425_054218_model_4\n", + "358 GBM_grid_1_AutoML_20190425_061247_model_35\n", + "359 GBM_grid_1_AutoML_20190425_061247_model_36\n", + "360 GBM_grid_1_AutoML_20190425_061247_model_37\n", + "361 GBM_grid_1_AutoML_20190425_040839_model_34\n", + "362 GBM_grid_1_AutoML_20190425_050348_model_32\n", + "363 StackedEnsemble_AllModels_AutoML_20190425_031629\n", + "364 StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n", + "365 GLM_grid_1_AutoML_20190425_044008_model_1\n", + "366 GLM_grid_1_AutoML_20190425_034434_model_1\n", + "367 GLM_grid_1_AutoML_20190425_061247_model_1\n", + "368 GLM_grid_1_AutoML_20190425_031629_model_1\n", + "369 GLM_grid_1_AutoML_20190425_054218_model_1\n", + "370 GLM_grid_1_AutoML_20190425_050348_model_1\n", + "371 GLM_grid_1_AutoML_20190425_040839_model_1\n", + "372 XGBoost_grid_1_AutoML_20190425_034434_model_2\n", + "373 XGBoost_grid_1_AutoML_20190425_061247_model_11\n", + "374 XGBoost_grid_1_AutoML_20190425_061247_model_15\n", + "375 XGBoost_grid_1_AutoML_20190425_044008_model_2\n", + "376 XGBoost_grid_1_AutoML_20190425_054218_model_11\n", + "377 XGBoost_grid_1_AutoML_20190425_054218_model_2\n", + "378 XGBoost_grid_1_AutoML_20190425_044008_model_8\n", + "Name: model_id, Length: 379, dtype: object" + ] + }, + "execution_count": 199, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aml_leaderboard_df=leaderBoard.as_data_frame()\n", + "model_set=aml_leaderboard_df['model_id']\n", + "model_set" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": {}, + "outputs": [], + "source": [ + "DL = [ 263, 264, 253, 256, 243, 247, 260, 307, 269, 281, 284, 291, 293, 236, 305, 255, 322, 239, 279, 304, 268, 309, 315, 266, 312, 238, 308, 289, 306, 257, 280, 245, 276, 242, 275, 283, 334, 311, 194, 235, 278, 316, 318, 313, 265, 319, 303, 271, 301, 299, 326, 332, 330, 310,]\n", + "DRF = [85, 97, 78, 143, 129, 158, 84,]\n", + "GBM=[ 7, 32, 52, 12, 25, 48, 2, 100, 102, 108, 118, 116, 130, 93, 111, 115, 104, 99, 82, 109, 110, 73, 54, 94, 89, 67, 72, 105, 219, 226, 233, 229, 228, 232, 224, 98, 287, 92, 354, 340, 209, 323, 177, 339, 8, 173, 294, 296, 217, 251, 241, 206, 184, 90, 272, 122, 267, 61, 40, 168, 180, 345, 63, 331, 117, 295, 237, 113, 169, 133, 262, 324, 147, 249, 240, 361, 69, 285, 170, 148, 213, 203, 119, 274, 201, 60, 234, 221, 321, 193, 210, 154, 248, 225, 182, 292, 185, 70, 161, 172, 198, 335, 297, 353, 212, 320, 341, 214, 246, 186, 19, 167, 156, 222, 171, 95, 207, 314, 175, 176, 134, 27, 107, 187, 166, 227, 343, 197, 200, 231, 208, 218, 254, 347, 46, 144, 179, 333, 362, 348, 114, 244, 58, 150, 165, 220, 204, 162, 258, 112, 290, 252, 77, 80, 337, 126, 259, 195, 338, 191, 131, 250, 199, 50, 216, 352, 86, 351, 357, 189, 282, 55, 336, 178, 202, 342, 164, 288, 356, 181, 300, 192, 196, 355, 151, 49, 211, 138, 327, 153, 145, 350, 215, 223, 125, 190, 325, 328, 346, 344, 298, 358, 359, 360, 188, 174, 87, 277, 261, 137,]\n", + "GLM = [368, 366, 371, 365, 370, 369, 367, ]\n", + "XGB = [14, 34, 22, 11, 36, 13, 24, 57, 37, 56, 71, 62, 35, 23, 163, 159, 155, 149, 160, 152, 157, 53, 66, 39, 372, 31, 51, 3, 127, 123, 349, 41, 141, 146, 91, 17, 18, 6, 230, 9, 375, 45, 16, 88, 142, 302, 378, 42, 59, 183, 96, 139, 205, 136, 68, 76, 38, 29, 81, 106, 121, 132, 47, 64, 376, 28, 30, 329, 377, 317, 83, 101, 1, 5, 26, 21, 270, 43, 373, 65, 286, 44, 374, 273, 4, 75, 20, 0, 15, 10, 33,103,]\n", + "XRT = [74, 79, 120, 124, 128, 135, 140,]" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "HP done\n", + "--- hyperparameter existed ---\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n", + "HP done\n", + "HP_to_csv done\n" + ] + } + ], + "source": [ + "DL = get_DL_params(board_csv, DL, 'DL')\n", + "XGB = get_XG_params(board_csv, XGB, 'XGB')\n", + "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n", + "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n", + "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n", + "GLM = get_GLM_params(board_csv, GLM, 'GLM') " + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['XGBoost_grid_1_AutoML_20190425_061247_model_5',\n", + " 'GBM_1_AutoML_20190425_061247',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n", + " 'StackedEnsemble_AllModels_AutoML_20190425_031629']" + ] + }, + "execution_count": 204, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# best model of each type\n", + "best_model_set = [0,2,74,78,194,363,]\n", + "best_sets_2000 = get_best_models(best_model_set, model_set)\n", + "meta_data['models']=best_sets_2000\n", + "best_sets_2000\n" + ] + }, + { + "cell_type": "code", + "execution_count": 205, "metadata": {}, "outputs": [], + "source": [ + "# Update and save meta data\n", + "\n", + "meta_data['end_time'] = time.time()\n", + "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n", + " \n", + "n=run_id+'_meta_data.json'\n", + "dict_to_json(meta_data,n)" + ] + }, + { + "cell_type": "code", + "execution_count": 206, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'start_time': 1556187167.476568,\n", + " 'target': 'transaction_real_price',\n", + " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n", + " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n", + " 'test_path': None,\n", + " 'max_models': 9,\n", + " 'run_time': 2000,\n", + " 'run_id': 'CzanFF2000',\n", + " 'scale': False,\n", + " 'classification': False,\n", + " 'model_path': None,\n", + " 'balance': False,\n", + " 'balance_threshold': 0.2,\n", + " 'project': None,\n", + " 'end_time': 1556189506.807585,\n", + " 'execution_time': 2339.3310170173645,\n", + " 'run_path': '/Users/bonnie/6105/project/DS/project/results/CzanFF2000',\n", + " 'nthreads': 1,\n", + " 'min_mem_size': 1,\n", + " 'analysis': 0,\n", + " 'X': ['city',\n", + " 'exclusive_use_area',\n", + " 'floor',\n", + " 'total_parking_capacity_in_site',\n", + " 'total_household_count_in_sites',\n", + " 'apartment_building_count_in_sites',\n", + " 'supply_area',\n", + " 'total_household_count_of_area_type',\n", + " 'room_count',\n", + " 'bathroom_count',\n", + " 'heat_fuel_cogeneration',\n", + " 'heat_fuel_gas',\n", + " 'heat_type_central',\n", + " 'heat_type_district',\n", + " 'heat_type_individual',\n", + " 'front_door_structure_corridor',\n", + " 'front_door_structure_mixed',\n", + " 'front_door_structure_stairway'],\n", + " 'variables': {'transaction_real_price': 'int',\n", + " 'city': 'int',\n", + " 'exclusive_use_area': 'real',\n", + " 'floor': 'int',\n", + " 'total_parking_capacity_in_site': 'int',\n", + " 'total_household_count_in_sites': 'int',\n", + " 'apartment_building_count_in_sites': 'int',\n", + " 'supply_area': 'real',\n", + " 'total_household_count_of_area_type': 'int',\n", + " 'room_count': 'int',\n", + " 'bathroom_count': 'int',\n", + " 'heat_fuel_cogeneration': 'int',\n", + " 'heat_fuel_gas': 'int',\n", + " 'heat_type_central': 'int',\n", + " 'heat_type_district': 'int',\n", + " 'heat_type_individual': 'int',\n", + " 'front_door_structure_corridor': 'int',\n", + " 'front_door_structure_mixed': 'int',\n", + " 'front_door_structure_stairway': 'int'},\n", + " 'model_execution_time_sec': 1797.248456954956,\n", + " 'model_execution_time': 1797.248547077179,\n", + " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_061247_model_5',\n", + " 'mod_best_algo': 'xgboost',\n", + " 'models': ['XGBoost_grid_1_AutoML_20190425_061247_model_5',\n", + " 'GBM_1_AutoML_20190425_061247',\n", + " 'XRT_1_AutoML_20190425_031629',\n", + " 'DRF_1_AutoML_20190425_040839',\n", + " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n", + " 'StackedEnsemble_AllModels_AutoML_20190425_031629']}" + ] + }, + "execution_count": 206, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "meta_data" + ] + }, + { + "cell_type": "code", + "execution_count": 207, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip\n" + ] + }, + { + "data": { + "text/plain": [ + "'/Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip'" + ] + }, + "execution_count": 207, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Save logs\n", + "h2o.download_all_logs(dirname=logs_path, filename=logfile)" + ] + }, + { + "cell_type": "code", + "execution_count": 208, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "H2O session _sid_b242 closed.\n" + ] + } + ], "source": [ "h2o.cluster().shutdown()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/DS/H2O_CleanData.ipynb b/DS/H2O_CleanData.ipynb index 21f231b..fa48db2 100644 --- a/DS/H2O_CleanData.ipynb +++ b/DS/H2O_CleanData.ipynb @@ -2,19 +2,21 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", - "df=pd.read_csv(\"data/trainPrice.csv\", decimal = ',')" + "df=pd.read_csv(\"trainPrice.csv\", decimal = ',')" ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, + "execution_count": 35, + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { @@ -56,515 +58,515 @@ " \n", " \n", " 0\n", - " 570000000\n", - " 1\n", - " 84.91\n", - " 15\n", - " 1391.0\n", - " 1606\n", - " 15\n", + " 135000000\n", + " 0\n", + " 82.32\n", + " 4\n", + " 224.0\n", + " 200\n", + " 8\n", " individual\n", " gas\n", - " stairway\n", - " 104.75\n", - " 958\n", + " corridor\n", + " 88.51\n", + " 20\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " \n", " \n", " 1\n", - " 1050000000\n", - " 1\n", - " 84.99\n", - " 17\n", - " 7876.0\n", - " 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4804 rows × 14 columns

\n", + "

8007 rows × 14 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "14 247000000 1 59.87 15 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "24 94000000 0 46.32 4 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "... ... ... ... ... \n", - "4774 140000000 0 52.7659 15 \n", - "4775 558000000 1 84.93 26 \n", - "4776 285000000 1 59.993 2 \n", - "4777 240000000 0 127.845 6 \n", - "4778 317000000 0 84.7841 29 \n", - "4779 365000000 1 84.84 8 \n", - "4780 208500000 1 45.77 9 \n", - "4781 500000000 1 59.9 4 \n", - "4782 242000000 1 59.88 11 \n", - "4783 270000000 1 59.52 12 \n", - "4784 390000000 1 84.92 22 \n", - "4785 1030000000 1 58.08 5 \n", - "4786 415000000 1 68.28 10 \n", - "4787 625000000 1 84.94 16 \n", - "4788 800000000 1 84.87 13 \n", - "4789 76550000 0 56.9704 4 \n", - "4790 373000000 1 59.96 2 \n", - "4791 228000000 0 84.8404 13 \n", - "4792 340000000 1 59.95 10 \n", - "4793 288000000 1 59.94 16 \n", - "4794 407000000 1 84.97 5 \n", - "4795 99730000 0 84.975 3 \n", - "4796 550000000 1 84.91 3 \n", - "4797 550000000 1 84.43 13 \n", - "4798 215000000 0 84.6588 11 \n", - "4799 339000000 1 84.97 20 \n", - "4800 700000000 1 59.55 8 \n", - "4801 445000000 1 110.56 5 \n", - "4802 270000000 1 84.87 9 \n", - "4803 93000000 1 39.6 3 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "0 135000000 0 82.32 4 \n", + "1 145000000 0 59.948 19 \n", + "2 94500000 0 59.92 14 \n", + "3 308000000 0 84.99 16 \n", + "4 538000000 1 59.88 16 \n", + "5 1265000000 1 115.47 3 \n", + "6 206000000 0 84.98 2 \n", + "7 1120000000 1 126.18 7 \n", + "8 382000000 1 84.09 2 \n", + "9 80000000 0 57.06 3 \n", + "10 565000000 1 59.9 18 \n", + "11 215600000 0 117.27 1 \n", + "12 214540000 0 117.27 2 \n", + "13 163000000 0 84.99 19 \n", + "14 150000000 0 59.84 9 \n", + "15 1093000000 1 125.58 8 \n", + "16 297000000 1 59.99 10 \n", + "17 357500000 0 125.04 9 \n", + "18 239400000 0 84.99 29 \n", + "19 392000000 0 104.95 20 \n", + "20 200000000 1 63.38 8 \n", + "21 184000000 0 84.962 23 \n", + "22 395000000 1 114.99 10 \n", + "23 151000000 0 108.2848 9 \n", + "24 460000000 1 102.634 3 \n", + "25 224000000 1 84.42 2 \n", + "26 430000000 1 59.26 5 \n", + "27 394000000 1 101.95 3 \n", + "28 275000000 0 72.2358 8 \n", + "29 430000000 1 71.17 1 \n", + "... ... ... ... ... \n", + "7977 320000000 1 45.77 9 \n", + "7978 302000000 1 59.76 13 \n", + "7979 127000000 0 84.86 3 \n", + "7980 316000000 0 84.6389 4 \n", + "7981 170880000 0 84.9387 4 \n", + "7982 115000000 0 59.38 2 \n", + "7983 240000000 1 37.46 5 \n", + "7984 660000000 1 84.98 4 \n", + "7985 413000000 0 84.73200000000001 14 \n", + "7986 298000000 1 84.98 22 \n", + "7987 227500000 0 84.986 10 \n", + "7988 227500000 0 59.997 25 \n", + "7989 370000000 1 59.145 11 \n", + "7990 678000000 1 84.85 12 \n", + "7991 245000000 1 59.91 12 \n", + "7992 590000000 1 84.708 8 \n", + "7993 308000000 1 84.84 12 \n", + "7994 630000000 1 84.79 7 \n", + "7995 400000000 1 84.98 11 \n", + "7996 570000000 1 27.68 31 \n", + "7997 600000000 1 59.97 8 \n", + "7998 190000000 1 49.77 9 \n", + "7999 315000000 1 59.76 14 \n", + "8000 219500000 1 47.3 1 \n", + "8001 360000000 1 84.95100000000001 7 \n", + "8002 205000000 1 49.54 9 \n", + "8003 188000000 1 59.96 7 \n", + "8004 292000000 0 109.7847 13 \n", + "8005 248000000 0 59.955 20 \n", + "8006 490000000 1 84.87 1 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 1391.0 1606 \n", - "1 7876.0 5563 \n", - "2 857.0 390 \n", - "3 492.0 455 \n", - "4 3930.0 3930 \n", - "5 225.0 343 \n", - "6 2990.0 2182 \n", - "7 169.0 165 \n", - "8 635.0 620 \n", - "9 209.0 194 \n", - "10 1662.0 490 \n", - "11 465.0 387 \n", - "12 1849.0 1691 \n", - "13 3728.0 1631 \n", - "14 505.0 700 \n", - "15 1425.0 998 \n", + "0 224.0 200 \n", + "1 1497.0 1280 \n", + "2 559.0 848 \n", + "3 1573.0 1733 \n", + "4 2173.0 2036 \n", + "5 1444.0 1848 \n", + "6 243.0 170 \n", + "7 5540.0 5539 \n", + "8 2366.0 1971 \n", + "9 NaN 130 \n", + "10 2776.0 2298 \n", + "11 941.0 652 \n", + "12 1576.0 1112 \n", + "13 3776.0 3382 \n", + "14 514.0 498 \n", + "15 237.0 138 \n", "16 2251.0 2904 \n", - "17 1027.0 847 \n", - "18 1197.0 798 \n", - "19 712.0 705 \n", - "20 156.0 144 \n", - "21 2500.0 5040 \n", - "22 1093.0 1002 \n", - "23 2173.0 2036 \n", - "24 NaN 1110 \n", - "25 1920.0 960 \n", - "26 321.0 293 \n", - "27 507.0 270 \n", - "28 677.0 603 \n", - "29 994.0 868 \n", + "17 543.0 431 \n", + "18 1066.0 690 \n", + "19 775.0 490 \n", + "20 NaN 489 \n", + "21 1599.0 1270 \n", + "22 1525.0 1281 \n", + "23 87.0 114 \n", + "24 330.0 256 \n", + "25 133.0 167 \n", + "26 893.0 2433 \n", + "27 2251.0 2904 \n", + "28 3400.0 3160 \n", + "29 381.0 708 \n", "... ... ... \n", - "4774 1331.0 1395 \n", - "4775 4890.0 3293 \n", - "4776 1153.0 850 \n", - "4777 379.0 231 \n", - "4778 2446.0 1149 \n", - "4779 2513.0 1224 \n", - "4780 802.0 860 \n", - "4781 382.0 303 \n", - "4782 194.0 202 \n", - "4783 344.0 424 \n", - "4784 397.0 355 \n", - "4785 2500.0 5040 \n", - "4786 285.0 284 \n", - "4787 364.0 333 \n", - "4788 221.0 293 \n", - "4789 NaN 564 \n", - "4790 1267.0 999 \n", - "4791 775.0 846 \n", - "4792 1459.0 1371 \n", - "4793 461.0 453 \n", - "4794 2772.0 3322 \n", - "4795 422.0 424 \n", - "4796 1391.0 1606 \n", - "4797 1163.0 967 \n", - "4798 918.0 712 \n", - "4799 3940.0 3003 \n", - "4800 205.0 340 \n", - "4801 290.0 216 \n", - "4802 1252.0 1668 \n", - "4803 486.0 1624 \n", + "7977 NaN 750 \n", + "7978 2300.0 1981 \n", + "7979 270.0 210 \n", + "7980 4599.0 2752 \n", + "7981 222.0 215 \n", + "7982 85.0 365 \n", + "7983 1120.0 2213 \n", + "7984 1155.0 863 \n", + "7985 625.0 530 \n", + "7986 1525.0 1281 \n", + "7987 166.0 163 \n", + "7988 2716.0 2302 \n", + "7989 338.0 457 \n", + "7990 126.0 111 \n", + "7991 488.0 429 \n", + "7992 178.0 157 \n", + "7993 1200.0 1234 \n", + "7994 658.0 551 \n", + "7995 195.0 177 \n", + "7996 7876.0 5563 \n", + "7997 329.0 348 \n", + "7998 2450.0 2462 \n", + "7999 1544.0 1544 \n", + "8000 390.0 390 \n", + "8001 1077.0 976 \n", + "8002 893.0 2433 \n", + "8003 715.0 956 \n", + "8004 354.0 338 \n", + "8005 617.0 600 \n", + "8006 3384.0 3404 \n", "\n", " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 15 individual gas \n", - "1 65 district cogeneration \n", - "2 4 individual gas \n", - "3 6 individual gas \n", - "4 30 district cogeneration \n", - "5 1 individual gas \n", - "6 22 individual gas \n", - "7 1 individual gas \n", - "8 22 individual gas \n", + "0 8 individual gas \n", + "1 11 individual gas \n", + "2 3 individual gas \n", + "3 13 individual gas \n", + "4 19 district cogeneration \n", + "5 36 district cogeneration \n", + "6 2 individual gas \n", + "7 122 district cogeneration \n", + "8 28 individual gas \n", "9 2 individual gas \n", - "10 2 central gas \n", - "11 5 district cogeneration \n", - "12 16 individual gas \n", - "13 3 individual gas \n", - "14 7 district cogeneration \n", - "15 10 individual gas \n", + "10 27 individual gas \n", + "11 11 district cogeneration \n", + "12 17 central gas \n", + "13 35 individual gas \n", + "14 5 individual gas \n", + "15 2 individual gas \n", "16 21 individual gas \n", - "17 10 district gas \n", - "18 8 central gas \n", - "19 7 individual gas \n", - "20 2 district cogeneration \n", - "21 124 individual gas \n", - "22 12 district cogeneration \n", - "23 19 district cogeneration \n", - "24 10 individual gas \n", - "25 13 central gas \n", - "26 5 individual gas \n", - "27 2 individual gas \n", - "28 11 individual gas \n", - "29 10 individual gas \n", + "17 3 individual gas \n", + "18 4 individual gas \n", + "19 8 individual gas \n", + "20 4 individual gas \n", + "21 13 individual gas \n", + "22 11 individual gas \n", + "23 1 individual gas \n", + "24 4 individual gas \n", + "25 2 individual gas \n", + "26 14 district cogeneration \n", + "27 21 individual gas \n", + "28 30 individual gas \n", + "29 6 district cogeneration \n", "... ... ... ... \n", - "4774 9 individual gas \n", - "4775 51 district cogeneration \n", - "4776 21 individual gas \n", - "4777 2 individual gas \n", - "4778 9 individual gas \n", - "4779 13 individual gas \n", - "4780 8 individual gas \n", - "4781 9 individual gas \n", - "4782 2 individual gas \n", - "4783 3 individual gas \n", - "4784 7 individual gas \n", - "4785 124 individual gas \n", - "4786 3 individual gas \n", - "4787 9 individual gas \n", - "4788 2 individual gas \n", - "4789 5 individual gas \n", - "4790 18 individual gas \n", - "4791 8 individual gas \n", - "4792 13 individual gas \n", - "4793 6 individual gas \n", - "4794 32 individual gas \n", - "4795 4 individual gas \n", - "4796 15 individual gas \n", - "4797 11 individual gas \n", - "4798 15 individual gas \n", - "4799 25 individual gas \n", - "4800 2 district cogeneration \n", - "4801 7 individual gas \n", - "4802 18 district cogeneration \n", - "4803 10 district cogeneration \n", + "7977 6 district cogeneration \n", + "7978 18 district cogeneration \n", + "7979 1 individual gas \n", + "7980 14 individual gas \n", + "7981 3 individual gas \n", + "7982 4 individual - \n", + "7983 26 district cogeneration \n", + "7984 14 individual gas \n", + "7985 4 individual gas \n", + "7986 11 individual gas \n", + "7987 3 individual gas \n", + "7988 24 individual gas \n", + "7989 1 district cogeneration \n", + "7990 1 individual gas \n", + "7991 3 individual gas \n", + "7992 3 individual gas \n", + "7993 15 individual gas \n", + "7994 10 district cogeneration \n", + "7995 3 individual gas \n", + "7996 65 district cogeneration \n", + "7997 4 individual gas \n", + "7998 16 district gas \n", + "7999 9 individual gas \n", + "8000 2 individual gas \n", + "8001 15 individual gas \n", + "8002 14 district cogeneration \n", + "8003 6 individual gas \n", + "8004 4 individual gas \n", + "8005 6 individual gas \n", + "8006 35 individual gas \n", "\n", " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 stairway 104.75 958 \n", - "1 stairway 109.35 828 \n", - "2 stairway 198.7 154 \n", - "3 stairway 109.81 78 \n", - "4 corridor 112.39 1170 \n", - "5 stairway 125.62 164 \n", - "6 stairway 76.62 176 \n", - "7 stairway 111.28 60 \n", - "8 stairway 81.54 256 \n", - "9 stairway 108.79 108 \n", - "10 stairway 244.63 62 \n", - "11 stairway 116.84 34 \n", - "12 stairway 162.74 182 \n", - "13 stairway 147.52 2 \n", - "14 NaN 78.09 87 \n", - "15 corridor 76.88 538 \n", - "16 stairway 110.76 816 \n", - "17 stairway 85.02 76 \n", - "18 corridor 74.27 228 \n", - "19 stairway 107.51 409 \n", - "20 stairway 106.34 120 \n", - "21 stairway 59.5 65 \n", - "22 stairway 106.79 224 \n", - "23 corridor 85.12 895 \n", - "24 stairway 64.9 1110 \n", - "25 stairway 100.04 270 \n", - "26 stairway 109.66 15 \n", - "27 stairway 155.92 112 \n", - "28 stairway 85.43 213 \n", - "29 stairway 201.31 48 \n", + "0 corridor 88.51 20 \n", + "1 stairway 85.37 168 \n", + "2 stairway 80.44 598 \n", + "3 stairway 102.69 628 \n", + "4 corridor 85.12 895 \n", + "5 corridor 143.81 102 \n", + "6 stairway 107.32 54 \n", + "7 stairway 161.98 76 \n", + "8 stairway 105.32 394 \n", + "9 stairway 63.54 40 \n", + "10 stairway 82.54 384 \n", + "11 stairway 155.05 187 \n", + "12 stairway 153.13 214 \n", + "13 stairway 107.48 850 \n", + "14 stairway 79.55 160 \n", + "15 stairway 155.01 70 \n", + "16 corridor 78.18 753 \n", + "17 stairway 156.57 86 \n", + "18 stairway 107.13 85 \n", + "19 stairway 143.48 190 \n", + "20 stairway 77.34 145 \n", + "21 stairway 106.95 300 \n", + "22 stairway 143.66 296 \n", + "23 stairway 139.1 9 \n", + "24 stairway 127.18 19 \n", + "25 corridor 107.93 167 \n", + "26 corridor 83.26 447 \n", + "27 stairway 132.88 278 \n", + "28 stairway 95.84 49 \n", + "29 stairway 88.59 78 \n", "... ... ... ... \n", - "4774 corridor 78.49 96 \n", - "4775 stairway 109.64 133 \n", - "4776 stairway 80.97 114 \n", - "4777 stairway 159.2 48 \n", - "4778 stairway 128.83 87 \n", - "4779 stairway 110.48 160 \n", - "4780 corridor 65.69 42 \n", - "4781 stairway 78.51 7 \n", - "4782 stairway 77.35 54 \n", - "4783 corridor 76.44 209 \n", - "4784 stairway 112.66 314 \n", - "4785 stairway 59.5 65 \n", - "4786 stairway 93.51 72 \n", - "4787 stairway 109.81 71 \n", - "4788 stairway 108.05 22 \n", - "4789 stairway 81.54 564 \n", - "4790 stairway 82.61 156 \n", - "4791 stairway 103.41 163 \n", - "4792 corridor 88.78 557 \n", - "4793 corridor 81.97 177 \n", - "4794 stairway 113.67 876 \n", - "4795 stairway 106.74 186 \n", - "4796 stairway 104.75 958 \n", - "4797 stairway 108.63 154 \n", - "4798 stairway 111.48 46 \n", - "4799 mixed 109.57 280 \n", - "4800 stairway 91.48 340 \n", - "4801 stairway 134.04 108 \n", - "4802 stairway 105.79 56 \n", - "4803 corridor 56.91 626 \n", + "7977 corridor 64.11 224 \n", + "7978 corridor 81.14 386 \n", + "7979 stairway 95.59 1 \n", + "7980 stairway 113.65 772 \n", + "7981 stairway 108.64 87 \n", + "7982 stairway 77.68 87 \n", + "7983 stairway 58.24 70 \n", + "7984 stairway 108.76 180 \n", + "7985 stairway 109.15 106 \n", + "7986 stairway 109.36 441 \n", + "7987 stairway 113.91 14 \n", + "7988 stairway 80.72 200 \n", + "7989 corridor 77.96 39 \n", + "7990 stairway 104.7 111 \n", + "7991 corridor 83.31 184 \n", + "7992 stairway 105.22 115 \n", + "7993 stairway 95.15 240 \n", + "7994 stairway 108.52 173 \n", + "7995 stairway 108.16 41 \n", + "7996 stairway 42.28 500 \n", + "7997 stairway 80.55 128 \n", + "7998 corridor 72.73 1268 \n", + "7999 corridor 83.46 558 \n", + "8000 corridor 67.28 90 \n", + "8001 corridor 106.77 445 \n", + "8002 corridor 71.07 743 \n", + "8003 corridor 82.4 956 \n", + "8004 stairway 134.8 56 \n", + "8005 stairway 80.38 200 \n", + "8006 stairway 104.58 1034 \n", "\n", " room_count bathroom_count \n", - "0 3.0 2.0 \n", - "1 3.0 2.0 \n", + "0 3.0 1.0 \n", + "1 3.0 1.0 \n", "2 3.0 2.0 \n", "3 3.0 2.0 \n", "4 3.0 1.0 \n", - "5 3.0 2.0 \n", - "6 3.0 1.0 \n", - "7 3.0 2.0 \n", + "5 4.0 2.0 \n", + "6 3.0 2.0 \n", + "7 4.0 2.0 \n", "8 3.0 2.0 \n", - "9 3.0 2.0 \n", - "10 4.0 2.0 \n", - "11 3.0 2.0 \n", + "9 3.0 1.0 \n", + "10 3.0 1.0 \n", + "11 4.0 2.0 \n", "12 4.0 2.0 \n", - "13 4.0 2.0 \n", + "13 3.0 2.0 \n", "14 3.0 1.0 \n", - "15 2.0 1.0 \n", + "15 4.0 2.0 \n", "16 3.0 2.0 \n", - "17 3.0 2.0 \n", - "18 2.0 1.0 \n", - "19 3.0 2.0 \n", - "20 3.0 2.0 \n", - "21 3.0 1.0 \n", - "22 3.0 2.0 \n", - "23 3.0 1.0 \n", - "24 3.0 1.0 \n", + "17 4.0 2.0 \n", + "18 3.0 2.0 \n", + "19 4.0 2.0 \n", + "20 3.0 1.0 \n", + "21 3.0 2.0 \n", + "22 4.0 2.0 \n", + "23 3.0 2.0 \n", + "24 4.0 2.0 \n", "25 3.0 1.0 \n", - "26 3.0 2.0 \n", - "27 3.0 2.0 \n", + "26 3.0 1.0 \n", + "27 4.0 2.0 \n", "28 3.0 2.0 \n", - "29 4.0 2.0 \n", + "29 3.0 1.0 \n", "... ... ... \n", - "4774 1.0 1.0 \n", - "4775 3.0 2.0 \n", - "4776 3.0 2.0 \n", - "4777 4.0 2.0 \n", - "4778 3.0 2.0 \n", - "4779 3.0 2.0 \n", - "4780 2.0 1.0 \n", - "4781 3.0 2.0 \n", - "4782 3.0 2.0 \n", - "4783 3.0 1.0 \n", - "4784 3.0 2.0 \n", - "4785 3.0 1.0 \n", - "4786 3.0 2.0 \n", - "4787 3.0 2.0 \n", - "4788 3.0 2.0 \n", - "4789 3.0 1.0 \n", - "4790 3.0 2.0 \n", - "4791 3.0 2.0 \n", - "4792 3.0 1.0 \n", - "4793 3.0 1.0 \n", - "4794 3.0 2.0 \n", - "4795 3.0 2.0 \n", - "4796 3.0 2.0 \n", - "4797 3.0 2.0 \n", - "4798 3.0 2.0 \n", - "4799 3.0 2.0 \n", - "4800 3.0 1.0 \n", - "4801 3.0 2.0 \n", - "4802 3.0 2.0 \n", - "4803 2.0 1.0 \n", - "\n", - "[4804 rows x 14 columns]" + "7977 2.0 1.0 \n", + "7978 3.0 1.0 \n", + "7979 3.0 2.0 \n", + "7980 3.0 2.0 \n", + "7981 3.0 2.0 \n", + "7982 3.0 2.0 \n", + "7983 3.0 1.0 \n", + "7984 3.0 2.0 \n", + "7985 3.0 2.0 \n", + "7986 3.0 2.0 \n", + "7987 3.0 2.0 \n", + "7988 2.0 1.0 \n", + "7989 1.0 1.0 \n", + "7990 3.0 2.0 \n", + "7991 3.0 1.0 \n", + "7992 3.0 2.0 \n", + "7993 3.0 1.0 \n", + "7994 3.0 2.0 \n", + "7995 3.0 2.0 \n", + "7996 1.0 1.0 \n", + "7997 3.0 1.0 \n", + "7998 3.0 1.0 \n", + "7999 3.0 1.0 \n", + "8000 2.0 1.0 \n", + "8001 3.0 2.0 \n", + "8002 3.0 1.0 \n", + "8003 3.0 1.0 \n", + "8004 4.0 2.0 \n", + "8005 3.0 1.0 \n", + "8006 3.0 2.0 \n", + "\n", + "[8007 rows x 14 columns]" ] }, - "execution_count": 2, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "## Show all the data we import in DataFrame\n", - "df = df.sample(frac=0.003).reset_index(drop=True)\n", + "df = df.sample(frac=0.005).reset_index(drop=True)\n", "\n", "col_n = ['transaction_real_price', 'city', 'exclusive_use_area','floor','total_parking_capacity_in_site',\n", " 'total_household_count_in_sites','apartment_building_count_in_sites','heat_type','heat_fuel',\n", @@ -1436,7 +1438,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1467,7 +1469,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -1510,513 +1512,513 @@ " \n", " \n", " 0\n", - " 570000000\n", - " 1\n", - " 84.91\n", - " 15\n", - " 1391.0\n", - " 1606\n", - " 15\n", + " 135000000\n", + " 0\n", + " 82.32\n", + " 4\n", + " 224.0\n", + " 200\n", + " 8\n", " individual\n", " gas\n", - " stairway\n", - " 104.75\n", - " 958\n", + " corridor\n", + " 88.51\n", + " 20\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " \n", " \n", " 1\n", - " 1050000000\n", - " 1\n", - " 84.99\n", - " 17\n", - " 7876.0\n", - " 5563\n", - " 65\n", - " district\n", - " cogeneration\n", + " 145000000\n", + " 0\n", + " 59.948\n", + " 19\n", + " 1497.0\n", + " 1280\n", + " 11\n", + " individual\n", + " gas\n", " stairway\n", - " 109.35\n", - " 828\n", + " 85.37\n", + " 168\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " \n", " \n", " 2\n", - " 586050000\n", + " 94500000\n", " 0\n", - " 156.7997\n", - " 13\n", - " 857.0\n", - " 390\n", - " 4\n", + " 59.92\n", + " 14\n", + " 559.0\n", + " 848\n", + " 3\n", " individual\n", " gas\n", " stairway\n", - " 198.7\n", - " 154\n", + " 80.44\n", + " 598\n", " 3.0\n", " 2.0\n", " \n", " \n", " 3\n", - " 389370000\n", - " 1\n", - " 84.93\n", - " 9\n", - " 492.0\n", - " 455\n", - " 6\n", + " 308000000\n", + " 0\n", + " 84.99\n", + " 16\n", + " 1573.0\n", + " 1733\n", + " 13\n", " individual\n", " gas\n", " stairway\n", - 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" 76.62\n", - " 176\n", + " 107.32\n", + " 54\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " \n", " \n", " 7\n", - " 305000000\n", - " 1\n", - " 84.96\n", - " 9\n", - " 169.0\n", - " 165\n", + " 1120000000\n", " 1\n", - " individual\n", - " gas\n", + " 126.18\n", + " 7\n", + " 5540.0\n", + " 5539\n", + " 122\n", + " district\n", + " cogeneration\n", " stairway\n", - " 111.28\n", - " 60\n", - " 3.0\n", + " 161.98\n", + " 76\n", + " 4.0\n", " 2.0\n", " \n", " \n", " 8\n", - " 315000000\n", + " 382000000\n", " 1\n", - " 60.053999999999995\n", - " 4\n", - " 635.0\n", - " 620\n", - " 22\n", + " 84.09\n", + " 2\n", + " 2366.0\n", + " 1971\n", + " 28\n", " individual\n", " gas\n", " stairway\n", - " 81.54\n", - " 256\n", + " 105.32\n", + " 394\n", " 3.0\n", " 2.0\n", " \n", " \n", " 9\n", - " 350000000\n", - " 1\n", - " 84.99\n", - " 6\n", - " 209.0\n", - " 194\n", + " 80000000\n", + " 0\n", + " 57.06\n", + " 3\n", + " NaN\n", + " 130\n", " 2\n", " individual\n", " gas\n", " stairway\n", - " 108.79\n", - 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4804 rows × 14 columns

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8007 rows × 14 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "14 247000000 1 59.87 15 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "24 94000000 0 46.32 4 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "... ... ... ... ... \n", - "4774 140000000 0 52.7659 15 \n", - "4775 558000000 1 84.93 26 \n", - "4776 285000000 1 59.993 2 \n", - "4777 240000000 0 127.845 6 \n", - "4778 317000000 0 84.7841 29 \n", - "4779 365000000 1 84.84 8 \n", - "4780 208500000 1 45.77 9 \n", - "4781 500000000 1 59.9 4 \n", - "4782 242000000 1 59.88 11 \n", - "4783 270000000 1 59.52 12 \n", - "4784 390000000 1 84.92 22 \n", - "4785 1030000000 1 58.08 5 \n", - "4786 415000000 1 68.28 10 \n", - "4787 625000000 1 84.94 16 \n", - "4788 800000000 1 84.87 13 \n", - "4789 76550000 0 56.9704 4 \n", - "4790 373000000 1 59.96 2 \n", - "4791 228000000 0 84.8404 13 \n", - "4792 340000000 1 59.95 10 \n", - "4793 288000000 1 59.94 16 \n", - "4794 407000000 1 84.97 5 \n", - "4795 99730000 0 84.975 3 \n", - "4796 550000000 1 84.91 3 \n", - "4797 550000000 1 84.43 13 \n", - "4798 215000000 0 84.6588 11 \n", - "4799 339000000 1 84.97 20 \n", - "4800 700000000 1 59.55 8 \n", - "4801 445000000 1 110.56 5 \n", - "4802 270000000 1 84.87 9 \n", - "4803 93000000 1 39.6 3 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "0 135000000 0 82.32 4 \n", + "1 145000000 0 59.948 19 \n", + "2 94500000 0 59.92 14 \n", + "3 308000000 0 84.99 16 \n", + "4 538000000 1 59.88 16 \n", + "5 1265000000 1 115.47 3 \n", + "6 206000000 0 84.98 2 \n", + "7 1120000000 1 126.18 7 \n", + "8 382000000 1 84.09 2 \n", + "9 80000000 0 57.06 3 \n", + "10 565000000 1 59.9 18 \n", + "11 215600000 0 117.27 1 \n", + "12 214540000 0 117.27 2 \n", + "13 163000000 0 84.99 19 \n", + "14 150000000 0 59.84 9 \n", + "15 1093000000 1 125.58 8 \n", + "16 297000000 1 59.99 10 \n", + "17 357500000 0 125.04 9 \n", + "18 239400000 0 84.99 29 \n", + "19 392000000 0 104.95 20 \n", + "20 200000000 1 63.38 8 \n", + "21 184000000 0 84.962 23 \n", + "22 395000000 1 114.99 10 \n", + "23 151000000 0 108.2848 9 \n", + "24 460000000 1 102.634 3 \n", + "25 224000000 1 84.42 2 \n", + "26 430000000 1 59.26 5 \n", + "27 394000000 1 101.95 3 \n", + "28 275000000 0 72.2358 8 \n", + "29 430000000 1 71.17 1 \n", + "... ... ... ... ... \n", + "7977 320000000 1 45.77 9 \n", + "7978 302000000 1 59.76 13 \n", + "7979 127000000 0 84.86 3 \n", + "7980 316000000 0 84.6389 4 \n", + "7981 170880000 0 84.9387 4 \n", + "7982 115000000 0 59.38 2 \n", + "7983 240000000 1 37.46 5 \n", + "7984 660000000 1 84.98 4 \n", + "7985 413000000 0 84.73200000000001 14 \n", + "7986 298000000 1 84.98 22 \n", + "7987 227500000 0 84.986 10 \n", + "7988 227500000 0 59.997 25 \n", + "7989 370000000 1 59.145 11 \n", + "7990 678000000 1 84.85 12 \n", + "7991 245000000 1 59.91 12 \n", + "7992 590000000 1 84.708 8 \n", + "7993 308000000 1 84.84 12 \n", + "7994 630000000 1 84.79 7 \n", + "7995 400000000 1 84.98 11 \n", + "7996 570000000 1 27.68 31 \n", + "7997 600000000 1 59.97 8 \n", + "7998 190000000 1 49.77 9 \n", + "7999 315000000 1 59.76 14 \n", + "8000 219500000 1 47.3 1 \n", + "8001 360000000 1 84.95100000000001 7 \n", + "8002 205000000 1 49.54 9 \n", + "8003 188000000 1 59.96 7 \n", + "8004 292000000 0 109.7847 13 \n", + "8005 248000000 0 59.955 20 \n", + "8006 490000000 1 84.87 1 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 1391.0 1606 \n", - "1 7876.0 5563 \n", - "2 857.0 390 \n", - "3 492.0 455 \n", - "4 3930.0 3930 \n", - "5 225.0 343 \n", - "6 2990.0 2182 \n", - "7 169.0 165 \n", - "8 635.0 620 \n", - "9 209.0 194 \n", - "10 1662.0 490 \n", - "11 465.0 387 \n", - "12 1849.0 1691 \n", - "13 3728.0 1631 \n", - "14 505.0 700 \n", - "15 1425.0 998 \n", + "0 224.0 200 \n", + "1 1497.0 1280 \n", + "2 559.0 848 \n", + "3 1573.0 1733 \n", + "4 2173.0 2036 \n", + "5 1444.0 1848 \n", + "6 243.0 170 \n", + "7 5540.0 5539 \n", + "8 2366.0 1971 \n", + "9 NaN 130 \n", + "10 2776.0 2298 \n", + "11 941.0 652 \n", + "12 1576.0 1112 \n", + "13 3776.0 3382 \n", + "14 514.0 498 \n", + "15 237.0 138 \n", "16 2251.0 2904 \n", - "17 1027.0 847 \n", - "18 1197.0 798 \n", - "19 712.0 705 \n", - "20 156.0 144 \n", - "21 2500.0 5040 \n", - "22 1093.0 1002 \n", - "23 2173.0 2036 \n", - "24 NaN 1110 \n", - "25 1920.0 960 \n", - "26 321.0 293 \n", - "27 507.0 270 \n", - "28 677.0 603 \n", - "29 994.0 868 \n", + "17 543.0 431 \n", + "18 1066.0 690 \n", + "19 775.0 490 \n", + "20 NaN 489 \n", + "21 1599.0 1270 \n", + "22 1525.0 1281 \n", + "23 87.0 114 \n", + "24 330.0 256 \n", + "25 133.0 167 \n", + "26 893.0 2433 \n", + "27 2251.0 2904 \n", + "28 3400.0 3160 \n", + "29 381.0 708 \n", "... ... ... \n", - "4774 1331.0 1395 \n", - "4775 4890.0 3293 \n", - "4776 1153.0 850 \n", - "4777 379.0 231 \n", - "4778 2446.0 1149 \n", - "4779 2513.0 1224 \n", - "4780 802.0 860 \n", - "4781 382.0 303 \n", - "4782 194.0 202 \n", - "4783 344.0 424 \n", - "4784 397.0 355 \n", - "4785 2500.0 5040 \n", - "4786 285.0 284 \n", - "4787 364.0 333 \n", - "4788 221.0 293 \n", - "4789 NaN 564 \n", - "4790 1267.0 999 \n", - "4791 775.0 846 \n", - "4792 1459.0 1371 \n", - "4793 461.0 453 \n", - "4794 2772.0 3322 \n", - "4795 422.0 424 \n", - "4796 1391.0 1606 \n", - "4797 1163.0 967 \n", - "4798 918.0 712 \n", - "4799 3940.0 3003 \n", - "4800 205.0 340 \n", - "4801 290.0 216 \n", - "4802 1252.0 1668 \n", - "4803 486.0 1624 \n", + "7977 NaN 750 \n", + "7978 2300.0 1981 \n", + "7979 270.0 210 \n", + "7980 4599.0 2752 \n", + "7981 222.0 215 \n", + "7982 85.0 365 \n", + "7983 1120.0 2213 \n", + "7984 1155.0 863 \n", + "7985 625.0 530 \n", + "7986 1525.0 1281 \n", + "7987 166.0 163 \n", + "7988 2716.0 2302 \n", + "7989 338.0 457 \n", + "7990 126.0 111 \n", + "7991 488.0 429 \n", + "7992 178.0 157 \n", + "7993 1200.0 1234 \n", + "7994 658.0 551 \n", + "7995 195.0 177 \n", + "7996 7876.0 5563 \n", + "7997 329.0 348 \n", + "7998 2450.0 2462 \n", + "7999 1544.0 1544 \n", + "8000 390.0 390 \n", + "8001 1077.0 976 \n", + "8002 893.0 2433 \n", + "8003 715.0 956 \n", + "8004 354.0 338 \n", + "8005 617.0 600 \n", + "8006 3384.0 3404 \n", "\n", " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 15 individual gas \n", - "1 65 district cogeneration \n", - "2 4 individual gas \n", - "3 6 individual gas \n", - "4 30 district cogeneration \n", - "5 1 individual gas \n", - "6 22 individual gas \n", - "7 1 individual gas \n", - "8 22 individual gas \n", + "0 8 individual gas \n", + "1 11 individual gas \n", + "2 3 individual gas \n", + "3 13 individual gas \n", + "4 19 district cogeneration \n", + "5 36 district cogeneration \n", + "6 2 individual gas \n", + "7 122 district cogeneration \n", + "8 28 individual gas \n", "9 2 individual gas \n", - "10 2 central gas \n", - "11 5 district cogeneration \n", - "12 16 individual gas \n", - "13 3 individual gas \n", - "14 7 district cogeneration \n", - "15 10 individual gas \n", + "10 27 individual gas \n", + "11 11 district cogeneration \n", + "12 17 central gas \n", + "13 35 individual gas \n", + "14 5 individual gas \n", + "15 2 individual gas \n", "16 21 individual gas \n", - "17 10 district gas \n", - "18 8 central gas \n", - "19 7 individual gas \n", - "20 2 district cogeneration \n", - "21 124 individual gas \n", - "22 12 district cogeneration \n", - "23 19 district cogeneration \n", - "24 10 individual gas \n", - "25 13 central gas \n", - "26 5 individual gas \n", - "27 2 individual gas \n", - "28 11 individual gas \n", - "29 10 individual gas \n", + "17 3 individual gas \n", + "18 4 individual gas \n", + "19 8 individual gas \n", + "20 4 individual gas \n", + "21 13 individual gas \n", + "22 11 individual gas \n", + "23 1 individual gas \n", + "24 4 individual gas \n", + "25 2 individual gas \n", + "26 14 district cogeneration \n", + "27 21 individual gas \n", + "28 30 individual gas \n", + "29 6 district cogeneration \n", "... ... ... ... \n", - "4774 9 individual gas \n", - "4775 51 district cogeneration \n", - "4776 21 individual gas \n", - "4777 2 individual gas \n", - "4778 9 individual gas \n", - "4779 13 individual gas \n", - "4780 8 individual gas \n", - "4781 9 individual gas \n", - "4782 2 individual gas \n", - "4783 3 individual gas \n", - "4784 7 individual gas \n", - "4785 124 individual gas \n", - "4786 3 individual gas \n", - "4787 9 individual gas \n", - "4788 2 individual gas \n", - "4789 5 individual gas \n", - "4790 18 individual gas \n", - "4791 8 individual gas \n", - "4792 13 individual gas \n", - "4793 6 individual gas \n", - "4794 32 individual gas \n", - "4795 4 individual gas \n", - "4796 15 individual gas \n", - "4797 11 individual gas \n", - "4798 15 individual gas \n", - "4799 25 individual gas \n", - "4800 2 district cogeneration \n", - "4801 7 individual gas \n", - "4802 18 district cogeneration \n", - "4803 10 district cogeneration \n", + "7977 6 district cogeneration \n", + "7978 18 district cogeneration \n", + "7979 1 individual gas \n", + "7980 14 individual gas \n", + "7981 3 individual gas \n", + "7982 4 individual - \n", + "7983 26 district cogeneration \n", + "7984 14 individual gas \n", + "7985 4 individual gas \n", + "7986 11 individual gas \n", + "7987 3 individual gas \n", + "7988 24 individual gas \n", + "7989 1 district cogeneration \n", + "7990 1 individual gas \n", + "7991 3 individual gas \n", + "7992 3 individual gas \n", + "7993 15 individual gas \n", + "7994 10 district cogeneration \n", + "7995 3 individual gas \n", + "7996 65 district cogeneration \n", + "7997 4 individual gas \n", + "7998 16 district gas \n", + "7999 9 individual gas \n", + "8000 2 individual gas \n", + "8001 15 individual gas \n", + "8002 14 district cogeneration \n", + "8003 6 individual gas \n", + "8004 4 individual gas \n", + "8005 6 individual gas \n", + "8006 35 individual gas \n", "\n", " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 stairway 104.75 958 \n", - "1 stairway 109.35 828 \n", - "2 stairway 198.7 154 \n", - "3 stairway 109.81 78 \n", - "4 corridor 112.39 1170 \n", - "5 stairway 125.62 164 \n", - "6 stairway 76.62 176 \n", - "7 stairway 111.28 60 \n", - "8 stairway 81.54 256 \n", - "9 stairway 108.79 108 \n", - "10 stairway 244.63 62 \n", - "11 stairway 116.84 34 \n", - "12 stairway 162.74 182 \n", - "13 stairway 147.52 2 \n", - "14 NaN 78.09 87 \n", - "15 corridor 76.88 538 \n", - "16 stairway 110.76 816 \n", - "17 stairway 85.02 76 \n", - "18 corridor 74.27 228 \n", - "19 stairway 107.51 409 \n", - "20 stairway 106.34 120 \n", - "21 stairway 59.5 65 \n", - "22 stairway 106.79 224 \n", - "23 corridor 85.12 895 \n", - "24 stairway 64.9 1110 \n", - "25 stairway 100.04 270 \n", - "26 stairway 109.66 15 \n", - "27 stairway 155.92 112 \n", - "28 stairway 85.43 213 \n", - "29 stairway 201.31 48 \n", + "0 corridor 88.51 20 \n", + "1 stairway 85.37 168 \n", + "2 stairway 80.44 598 \n", + "3 stairway 102.69 628 \n", + "4 corridor 85.12 895 \n", + "5 corridor 143.81 102 \n", + "6 stairway 107.32 54 \n", + "7 stairway 161.98 76 \n", + "8 stairway 105.32 394 \n", + "9 stairway 63.54 40 \n", + "10 stairway 82.54 384 \n", + "11 stairway 155.05 187 \n", + "12 stairway 153.13 214 \n", + "13 stairway 107.48 850 \n", + "14 stairway 79.55 160 \n", + "15 stairway 155.01 70 \n", + "16 corridor 78.18 753 \n", + "17 stairway 156.57 86 \n", + "18 stairway 107.13 85 \n", + "19 stairway 143.48 190 \n", + "20 stairway 77.34 145 \n", + "21 stairway 106.95 300 \n", + "22 stairway 143.66 296 \n", + "23 stairway 139.1 9 \n", + "24 stairway 127.18 19 \n", + "25 corridor 107.93 167 \n", + "26 corridor 83.26 447 \n", + "27 stairway 132.88 278 \n", + "28 stairway 95.84 49 \n", + "29 stairway 88.59 78 \n", "... ... ... ... \n", - "4774 corridor 78.49 96 \n", - "4775 stairway 109.64 133 \n", - "4776 stairway 80.97 114 \n", - "4777 stairway 159.2 48 \n", - "4778 stairway 128.83 87 \n", - "4779 stairway 110.48 160 \n", - "4780 corridor 65.69 42 \n", - "4781 stairway 78.51 7 \n", - "4782 stairway 77.35 54 \n", - "4783 corridor 76.44 209 \n", - "4784 stairway 112.66 314 \n", - "4785 stairway 59.5 65 \n", - "4786 stairway 93.51 72 \n", - "4787 stairway 109.81 71 \n", - "4788 stairway 108.05 22 \n", - "4789 stairway 81.54 564 \n", - "4790 stairway 82.61 156 \n", - "4791 stairway 103.41 163 \n", - "4792 corridor 88.78 557 \n", - "4793 corridor 81.97 177 \n", - "4794 stairway 113.67 876 \n", - "4795 stairway 106.74 186 \n", - "4796 stairway 104.75 958 \n", - "4797 stairway 108.63 154 \n", - "4798 stairway 111.48 46 \n", - "4799 mixed 109.57 280 \n", - "4800 stairway 91.48 340 \n", - "4801 stairway 134.04 108 \n", - "4802 stairway 105.79 56 \n", - "4803 corridor 56.91 626 \n", + "7977 corridor 64.11 224 \n", + "7978 corridor 81.14 386 \n", + "7979 stairway 95.59 1 \n", + "7980 stairway 113.65 772 \n", + "7981 stairway 108.64 87 \n", + "7982 stairway 77.68 87 \n", + "7983 stairway 58.24 70 \n", + "7984 stairway 108.76 180 \n", + "7985 stairway 109.15 106 \n", + "7986 stairway 109.36 441 \n", + "7987 stairway 113.91 14 \n", + "7988 stairway 80.72 200 \n", + "7989 corridor 77.96 39 \n", + "7990 stairway 104.7 111 \n", + "7991 corridor 83.31 184 \n", + "7992 stairway 105.22 115 \n", + "7993 stairway 95.15 240 \n", + "7994 stairway 108.52 173 \n", + "7995 stairway 108.16 41 \n", + "7996 stairway 42.28 500 \n", + "7997 stairway 80.55 128 \n", + "7998 corridor 72.73 1268 \n", + "7999 corridor 83.46 558 \n", + "8000 corridor 67.28 90 \n", + "8001 corridor 106.77 445 \n", + "8002 corridor 71.07 743 \n", + "8003 corridor 82.4 956 \n", + "8004 stairway 134.8 56 \n", + "8005 stairway 80.38 200 \n", + "8006 stairway 104.58 1034 \n", "\n", " room_count bathroom_count \n", - "0 3.0 2.0 \n", - "1 3.0 2.0 \n", + "0 3.0 1.0 \n", + "1 3.0 1.0 \n", "2 3.0 2.0 \n", "3 3.0 2.0 \n", "4 3.0 1.0 \n", - "5 3.0 2.0 \n", - "6 3.0 1.0 \n", - "7 3.0 2.0 \n", + "5 4.0 2.0 \n", + "6 3.0 2.0 \n", + "7 4.0 2.0 \n", "8 3.0 2.0 \n", - "9 3.0 2.0 \n", - "10 4.0 2.0 \n", - "11 3.0 2.0 \n", + "9 3.0 1.0 \n", + "10 3.0 1.0 \n", + "11 4.0 2.0 \n", "12 4.0 2.0 \n", - "13 4.0 2.0 \n", + "13 3.0 2.0 \n", "14 3.0 1.0 \n", - "15 2.0 1.0 \n", + "15 4.0 2.0 \n", "16 3.0 2.0 \n", - "17 3.0 2.0 \n", - "18 2.0 1.0 \n", - "19 3.0 2.0 \n", - "20 3.0 2.0 \n", - "21 3.0 1.0 \n", - "22 3.0 2.0 \n", - "23 3.0 1.0 \n", - "24 3.0 1.0 \n", + "17 4.0 2.0 \n", + "18 3.0 2.0 \n", + "19 4.0 2.0 \n", + "20 3.0 1.0 \n", + "21 3.0 2.0 \n", + "22 4.0 2.0 \n", + "23 3.0 2.0 \n", + "24 4.0 2.0 \n", "25 3.0 1.0 \n", - "26 3.0 2.0 \n", - "27 3.0 2.0 \n", + "26 3.0 1.0 \n", + "27 4.0 2.0 \n", "28 3.0 2.0 \n", - "29 4.0 2.0 \n", + "29 3.0 1.0 \n", "... ... ... \n", - "4774 1.0 1.0 \n", - "4775 3.0 2.0 \n", - "4776 3.0 2.0 \n", - "4777 4.0 2.0 \n", - "4778 3.0 2.0 \n", - "4779 3.0 2.0 \n", - "4780 2.0 1.0 \n", - "4781 3.0 2.0 \n", - "4782 3.0 2.0 \n", - "4783 3.0 1.0 \n", - "4784 3.0 2.0 \n", - "4785 3.0 1.0 \n", - "4786 3.0 2.0 \n", - "4787 3.0 2.0 \n", - "4788 3.0 2.0 \n", - "4789 3.0 1.0 \n", - "4790 3.0 2.0 \n", - "4791 3.0 2.0 \n", - "4792 3.0 1.0 \n", - "4793 3.0 1.0 \n", - "4794 3.0 2.0 \n", - "4795 3.0 2.0 \n", - "4796 3.0 2.0 \n", - "4797 3.0 2.0 \n", - "4798 3.0 2.0 \n", - "4799 3.0 2.0 \n", - "4800 3.0 1.0 \n", - "4801 3.0 2.0 \n", - "4802 3.0 2.0 \n", - "4803 2.0 1.0 \n", - "\n", - "[4804 rows x 14 columns]" + "7977 2.0 1.0 \n", + "7978 3.0 1.0 \n", + "7979 3.0 2.0 \n", + "7980 3.0 2.0 \n", + "7981 3.0 2.0 \n", + "7982 3.0 2.0 \n", + "7983 3.0 1.0 \n", + "7984 3.0 2.0 \n", + "7985 3.0 2.0 \n", + "7986 3.0 2.0 \n", + "7987 3.0 2.0 \n", + "7988 2.0 1.0 \n", + "7989 1.0 1.0 \n", + "7990 3.0 2.0 \n", + "7991 3.0 1.0 \n", + "7992 3.0 2.0 \n", + "7993 3.0 1.0 \n", + "7994 3.0 2.0 \n", + "7995 3.0 2.0 \n", + "7996 1.0 1.0 \n", + "7997 3.0 1.0 \n", + "7998 3.0 1.0 \n", + "7999 3.0 1.0 \n", + "8000 2.0 1.0 \n", + "8001 3.0 2.0 \n", + "8002 3.0 1.0 \n", + "8003 3.0 1.0 \n", + "8004 4.0 2.0 \n", + "8005 3.0 1.0 \n", + "8006 3.0 2.0 \n", + "\n", + "[8007 rows x 14 columns]" ] }, - "execution_count": 4, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -2881,7 +2883,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -2916,72 +2918,72 @@ " \n", " \n", " count\n", - " 4.804000e+03\n", - " 4804.000000\n", - " 4804.000000\n", - " 4804.000000\n", - " 4804.000000\n", - " 4804.000000\n", + " 8.007000e+03\n", + " 8007.000000\n", + " 8007.000000\n", + " 8007.000000\n", + " 8007.000000\n", + " 8007.000000\n", " \n", " \n", " mean\n", - " 4.028951e+08\n", - " 0.626561\n", - " 10.342007\n", - " 1178.919026\n", - " 12.746669\n", - " 296.869276\n", + " 3.975305e+08\n", + " 0.619708\n", + " 10.206070\n", + " 1165.867991\n", + " 12.593106\n", + " 291.045960\n", " \n", " \n", " std\n", - " 3.166673e+08\n", - " 0.483767\n", - " 7.270066\n", - " 1125.314127\n", - " 14.141390\n", - " 334.868708\n", + " 3.148733e+08\n", + " 0.485489\n", + " 7.229768\n", + " 1098.361326\n", + " 13.960753\n", + " 320.597129\n", " \n", " \n", " min\n", - 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"std 3.166673e+08 0.483767 7.270066 \n", - "min 1.515000e+07 0.000000 1.000000 \n", - "25% 1.950000e+08 0.000000 5.000000 \n", + "count 8.007000e+03 8007.000000 8007.000000 \n", + "mean 3.975305e+08 0.619708 10.206070 \n", + "std 3.148733e+08 0.485489 7.229768 \n", + "min 2.860000e+07 0.000000 -4.000000 \n", + "25% 1.957500e+08 0.000000 5.000000 \n", "50% 3.250000e+08 1.000000 9.000000 \n", - "75% 5.092500e+08 1.000000 14.000000 \n", - "max 3.878340e+09 1.000000 59.000000 \n", + "75% 5.000000e+08 1.000000 14.000000 \n", + "max 4.800000e+09 1.000000 67.000000 \n", "\n", " total_household_count_in_sites apartment_building_count_in_sites \\\n", - "count 4804.000000 4804.000000 \n", - "mean 1178.919026 12.746669 \n", - "std 1125.314127 14.141390 \n", + "count 8007.000000 8007.000000 \n", + "mean 1165.867991 12.593106 \n", + "std 1098.361326 13.960753 \n", "min 100.000000 1.000000 \n", - "25% 416.000000 4.000000 \n", - "50% 804.000000 9.000000 \n", - "75% 1590.000000 15.000000 \n", + "25% 408.000000 4.000000 \n", + "50% 812.000000 9.000000 \n", + "75% 1550.000000 15.000000 \n", "max 6864.000000 124.000000 \n", "\n", " total_household_count_of_area_type \n", - "count 4804.000000 \n", - "mean 296.869276 \n", - "std 334.868708 \n", + "count 8007.000000 \n", + "mean 291.045960 \n", + "std 320.597129 \n", "min 0.000000 \n", - "25% 88.000000 \n", - "50% 196.000000 \n", - "75% 385.250000 \n", + "25% 90.000000 \n", + "50% 190.000000 \n", + "75% 384.000000 \n", "max 2960.000000 " ] }, - "execution_count": 5, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -3033,7 +3035,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -3042,7 +3044,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 40, "metadata": {}, "outputs": [ { @@ -3073,32 +3075,32 @@ " \n", " \n", " total_parking_capacity_in_site\n", - " 281\n", - " 5.85\n", + " 461\n", + " 5.76\n", " \n", " \n", " front_door_structure\n", - " 29\n", - " 0.60\n", + " 77\n", + " 0.96\n", " \n", " \n", " heat_fuel\n", - " 27\n", - " 0.56\n", + " 48\n", + " 0.60\n", " \n", " \n", " heat_type\n", - 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4465 rows × 14 columns

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7420 rows × 14 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "30 117000000 0 84.99 22 \n", - "31 150000000 1 59.4 17 \n", - "... ... ... ... ... \n", - "4773 369000000 1 59.993 6 \n", - "4774 140000000 0 52.7659 15 \n", - "4775 558000000 1 84.93 26 \n", - "4776 285000000 1 59.993 2 \n", - "4777 240000000 0 127.845 6 \n", - "4778 317000000 0 84.7841 29 \n", - "4779 365000000 1 84.84 8 \n", - "4780 208500000 1 45.77 9 \n", - "4781 500000000 1 59.9 4 \n", - "4782 242000000 1 59.88 11 \n", - "4783 270000000 1 59.52 12 \n", - "4784 390000000 1 84.92 22 \n", - "4785 1030000000 1 58.08 5 \n", - "4786 415000000 1 68.28 10 \n", - "4787 625000000 1 84.94 16 \n", - "4788 800000000 1 84.87 13 \n", - "4790 373000000 1 59.96 2 \n", - "4791 228000000 0 84.8404 13 \n", - "4792 340000000 1 59.95 10 \n", - "4793 288000000 1 59.94 16 \n", - "4794 407000000 1 84.97 5 \n", - "4795 99730000 0 84.975 3 \n", - "4796 550000000 1 84.91 3 \n", - "4797 550000000 1 84.43 13 \n", - "4798 215000000 0 84.6588 11 \n", - "4799 339000000 1 84.97 20 \n", - "4800 700000000 1 59.55 8 \n", - "4801 445000000 1 110.56 5 \n", - "4802 270000000 1 84.87 9 \n", - "4803 93000000 1 39.6 3 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "0 135000000 0 82.32 4 \n", + "1 145000000 0 59.948 19 \n", + "2 94500000 0 59.92 14 \n", + "3 308000000 0 84.99 16 \n", + "4 538000000 1 59.88 16 \n", + "5 1265000000 1 115.47 3 \n", + "6 206000000 0 84.98 2 \n", + "7 1120000000 1 126.18 7 \n", + "8 382000000 1 84.09 2 \n", + "10 565000000 1 59.9 18 \n", + "11 215600000 0 117.27 1 \n", + "12 214540000 0 117.27 2 \n", + "13 163000000 0 84.99 19 \n", + "14 150000000 0 59.84 9 \n", + "15 1093000000 1 125.58 8 \n", + "16 297000000 1 59.99 10 \n", + "17 357500000 0 125.04 9 \n", + "18 239400000 0 84.99 29 \n", + "19 392000000 0 104.95 20 \n", + "21 184000000 0 84.962 23 \n", + "22 395000000 1 114.99 10 \n", + "23 151000000 0 108.2848 9 \n", + "24 460000000 1 102.634 3 \n", + "25 224000000 1 84.42 2 \n", + "26 430000000 1 59.26 5 \n", + "27 394000000 1 101.95 3 \n", + "28 275000000 0 72.2358 8 \n", + "29 430000000 1 71.17 1 \n", + "30 210000000 1 84.78 1 \n", + "31 190000000 1 39.6 10 \n", + "... ... ... ... ... \n", + "7976 210000000 0 102.52 1 \n", + "7978 302000000 1 59.76 13 \n", + "7979 127000000 0 84.86 3 \n", + "7980 316000000 0 84.6389 4 \n", + "7981 170880000 0 84.9387 4 \n", + "7982 115000000 0 59.38 2 \n", + "7983 240000000 1 37.46 5 \n", + "7984 660000000 1 84.98 4 \n", + "7985 413000000 0 84.73200000000001 14 \n", + "7986 298000000 1 84.98 22 \n", + "7987 227500000 0 84.986 10 \n", + "7988 227500000 0 59.997 25 \n", + "7989 370000000 1 59.145 11 \n", + "7990 678000000 1 84.85 12 \n", + "7991 245000000 1 59.91 12 \n", + "7992 590000000 1 84.708 8 \n", + "7993 308000000 1 84.84 12 \n", + "7994 630000000 1 84.79 7 \n", + "7995 400000000 1 84.98 11 \n", + "7996 570000000 1 27.68 31 \n", + "7997 600000000 1 59.97 8 \n", + "7998 190000000 1 49.77 9 \n", + "7999 315000000 1 59.76 14 \n", + "8000 219500000 1 47.3 1 \n", + "8001 360000000 1 84.95100000000001 7 \n", + "8002 205000000 1 49.54 9 \n", + "8003 188000000 1 59.96 7 \n", + "8004 292000000 0 109.7847 13 \n", + "8005 248000000 0 59.955 20 \n", + "8006 490000000 1 84.87 1 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 1391.0 1606 \n", - "1 7876.0 5563 \n", - "2 857.0 390 \n", - "3 492.0 455 \n", - "4 3930.0 3930 \n", - "5 225.0 343 \n", - "6 2990.0 2182 \n", - "7 169.0 165 \n", - "8 635.0 620 \n", - "9 209.0 194 \n", - "10 1662.0 490 \n", - "11 465.0 387 \n", - "12 1849.0 1691 \n", - "13 3728.0 1631 \n", - "15 1425.0 998 \n", + "0 224.0 200 \n", + "1 1497.0 1280 \n", + "2 559.0 848 \n", + "3 1573.0 1733 \n", + "4 2173.0 2036 \n", + "5 1444.0 1848 \n", + "6 243.0 170 \n", + "7 5540.0 5539 \n", + "8 2366.0 1971 \n", + "10 2776.0 2298 \n", + "11 941.0 652 \n", + "12 1576.0 1112 \n", + "13 3776.0 3382 \n", + "14 514.0 498 \n", + "15 237.0 138 \n", "16 2251.0 2904 \n", - "17 1027.0 847 \n", - "18 1197.0 798 \n", - "19 712.0 705 \n", - "20 156.0 144 \n", - "21 2500.0 5040 \n", - "22 1093.0 1002 \n", - "23 2173.0 2036 \n", - "25 1920.0 960 \n", - "26 321.0 293 \n", - "27 507.0 270 \n", - "28 677.0 603 \n", - "29 994.0 868 \n", - "30 3776.0 3382 \n", - "31 709.0 783 \n", + "17 543.0 431 \n", + "18 1066.0 690 \n", + "19 775.0 490 \n", + "21 1599.0 1270 \n", + "22 1525.0 1281 \n", + "23 87.0 114 \n", + "24 330.0 256 \n", + "25 133.0 167 \n", + "26 893.0 2433 \n", + "27 2251.0 2904 \n", + "28 3400.0 3160 \n", + "29 381.0 708 \n", + "30 659.0 746 \n", + "31 486.0 1624 \n", "... ... ... \n", - "4773 1153.0 850 \n", - "4774 1331.0 1395 \n", - "4775 4890.0 3293 \n", - "4776 1153.0 850 \n", - "4777 379.0 231 \n", - "4778 2446.0 1149 \n", - "4779 2513.0 1224 \n", - "4780 802.0 860 \n", - "4781 382.0 303 \n", - "4782 194.0 202 \n", - "4783 344.0 424 \n", - "4784 397.0 355 \n", - "4785 2500.0 5040 \n", - "4786 285.0 284 \n", - "4787 364.0 333 \n", - "4788 221.0 293 \n", - "4790 1267.0 999 \n", - "4791 775.0 846 \n", - "4792 1459.0 1371 \n", - "4793 461.0 453 \n", - "4794 2772.0 3322 \n", - "4795 422.0 424 \n", - "4796 1391.0 1606 \n", - "4797 1163.0 967 \n", - "4798 918.0 712 \n", - "4799 3940.0 3003 \n", - "4800 205.0 340 \n", - "4801 290.0 216 \n", - "4802 1252.0 1668 \n", - "4803 486.0 1624 \n", + "7976 4515.0 2637 \n", + "7978 2300.0 1981 \n", + "7979 270.0 210 \n", + "7980 4599.0 2752 \n", + "7981 222.0 215 \n", + "7982 85.0 365 \n", + "7983 1120.0 2213 \n", + "7984 1155.0 863 \n", + "7985 625.0 530 \n", + "7986 1525.0 1281 \n", + "7987 166.0 163 \n", + "7988 2716.0 2302 \n", + "7989 338.0 457 \n", + "7990 126.0 111 \n", + "7991 488.0 429 \n", + "7992 178.0 157 \n", + "7993 1200.0 1234 \n", + "7994 658.0 551 \n", + "7995 195.0 177 \n", + "7996 7876.0 5563 \n", + "7997 329.0 348 \n", + "7998 2450.0 2462 \n", + "7999 1544.0 1544 \n", + "8000 390.0 390 \n", + "8001 1077.0 976 \n", + "8002 893.0 2433 \n", + "8003 715.0 956 \n", + "8004 354.0 338 \n", + "8005 617.0 600 \n", + "8006 3384.0 3404 \n", "\n", " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 15 individual gas \n", - "1 65 district cogeneration \n", - "2 4 individual gas \n", - "3 6 individual gas \n", - "4 30 district cogeneration \n", - "5 1 individual gas \n", - "6 22 individual gas \n", - "7 1 individual gas \n", - "8 22 individual gas \n", - "9 2 individual gas \n", - "10 2 central gas \n", - "11 5 district cogeneration \n", - "12 16 individual gas \n", - "13 3 individual gas \n", - "15 10 individual gas \n", + "0 8 individual gas \n", + "1 11 individual gas \n", + "2 3 individual gas \n", + "3 13 individual gas \n", + "4 19 district cogeneration \n", + "5 36 district cogeneration \n", + "6 2 individual gas \n", + "7 122 district cogeneration \n", + "8 28 individual gas \n", + "10 27 individual gas \n", + "11 11 district cogeneration \n", + "12 17 central gas \n", + "13 35 individual gas \n", + "14 5 individual gas \n", + "15 2 individual gas \n", "16 21 individual gas \n", - "17 10 district gas \n", - "18 8 central gas \n", - "19 7 individual gas \n", - "20 2 district cogeneration \n", - "21 124 individual gas \n", - "22 12 district cogeneration \n", - "23 19 district cogeneration \n", - "25 13 central gas \n", - "26 5 individual gas \n", - "27 2 individual gas \n", - "28 11 individual gas \n", - "29 10 individual gas \n", - "30 35 individual gas \n", - "31 6 central gas \n", + "17 3 individual gas \n", + "18 4 individual gas \n", + "19 8 individual gas \n", + "21 13 individual gas \n", + "22 11 individual gas \n", + "23 1 individual gas \n", + "24 4 individual gas \n", + "25 2 individual gas \n", + "26 14 district cogeneration \n", + "27 21 individual gas \n", + "28 30 individual gas \n", + "29 6 district cogeneration \n", + "30 5 individual gas \n", + "31 10 district cogeneration \n", "... ... ... ... \n", - "4773 21 individual gas \n", - "4774 9 individual gas \n", - "4775 51 district cogeneration \n", - "4776 21 individual gas \n", - "4777 2 individual gas \n", - "4778 9 individual gas \n", - "4779 13 individual gas \n", - "4780 8 individual gas \n", - "4781 9 individual gas \n", - "4782 2 individual gas \n", - "4783 3 individual gas \n", - "4784 7 individual gas \n", - "4785 124 individual gas \n", - "4786 3 individual gas \n", - "4787 9 individual gas \n", - "4788 2 individual gas \n", - "4790 18 individual gas \n", - "4791 8 individual gas \n", - "4792 13 individual gas \n", - "4793 6 individual gas \n", - "4794 32 individual gas \n", - "4795 4 individual gas \n", - "4796 15 individual gas \n", - "4797 11 individual gas \n", - "4798 15 individual gas \n", - "4799 25 individual gas \n", - "4800 2 district cogeneration \n", - "4801 7 individual gas \n", - "4802 18 district cogeneration \n", - "4803 10 district cogeneration \n", + "7976 30 individual gas \n", + "7978 18 district cogeneration \n", + "7979 1 individual gas \n", + "7980 14 individual gas \n", + "7981 3 individual gas \n", + "7982 4 individual gas \n", + "7983 26 district cogeneration \n", + "7984 14 individual gas \n", + "7985 4 individual gas \n", + "7986 11 individual gas \n", + "7987 3 individual gas \n", + "7988 24 individual gas \n", + "7989 1 district cogeneration \n", + "7990 1 individual gas \n", + "7991 3 individual gas \n", + "7992 3 individual gas \n", + "7993 15 individual gas \n", + "7994 10 district cogeneration \n", + "7995 3 individual gas \n", + "7996 65 district cogeneration \n", + "7997 4 individual gas \n", + "7998 16 district gas \n", + "7999 9 individual gas \n", + "8000 2 individual gas \n", + "8001 15 individual gas \n", + "8002 14 district cogeneration \n", + "8003 6 individual gas \n", + "8004 4 individual gas \n", + "8005 6 individual gas \n", + "8006 35 individual gas \n", "\n", " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 stairway 104.75 958 \n", - "1 stairway 109.35 828 \n", - "2 stairway 198.7 154 \n", - "3 stairway 109.81 78 \n", - "4 corridor 112.39 1170 \n", - "5 stairway 125.62 164 \n", - "6 stairway 76.62 176 \n", - "7 stairway 111.28 60 \n", - "8 stairway 81.54 256 \n", - "9 stairway 108.79 108 \n", - "10 stairway 244.63 62 \n", - "11 stairway 116.84 34 \n", - "12 stairway 162.74 182 \n", - "13 stairway 147.52 2 \n", - "15 corridor 76.88 538 \n", - "16 stairway 110.76 816 \n", - "17 stairway 85.02 76 \n", - "18 corridor 74.27 228 \n", - "19 stairway 107.51 409 \n", - "20 stairway 106.34 120 \n", - "21 stairway 59.5 65 \n", - "22 stairway 106.79 224 \n", - "23 corridor 85.12 895 \n", - "25 stairway 100.04 270 \n", - "26 stairway 109.66 15 \n", - "27 stairway 155.92 112 \n", - "28 stairway 85.43 213 \n", - "29 stairway 201.31 48 \n", - "30 stairway 104.76 500 \n", - "31 corridor 85.82 313 \n", + "0 corridor 88.51 20 \n", + "1 stairway 85.37 168 \n", + "2 stairway 80.44 598 \n", + "3 stairway 102.69 628 \n", + "4 corridor 85.12 895 \n", + "5 corridor 143.81 102 \n", + "6 stairway 107.32 54 \n", + "7 stairway 161.98 76 \n", + "8 stairway 105.32 394 \n", + "10 stairway 82.54 384 \n", + "11 stairway 155.05 187 \n", + "12 stairway 153.13 214 \n", + "13 stairway 107.48 850 \n", + "14 stairway 79.55 160 \n", + "15 stairway 155.01 70 \n", + "16 corridor 78.18 753 \n", + "17 stairway 156.57 86 \n", + "18 stairway 107.13 85 \n", + "19 stairway 143.48 190 \n", + "21 stairway 106.95 300 \n", + "22 stairway 143.66 296 \n", + "23 stairway 139.1 9 \n", + "24 stairway 127.18 19 \n", + "25 corridor 107.93 167 \n", + "26 corridor 83.26 447 \n", + "27 stairway 132.88 278 \n", + "28 stairway 95.84 49 \n", + "29 stairway 88.59 78 \n", + "30 stairway 108.08 283 \n", + "31 corridor 56.91 626 \n", "... ... ... ... \n", - "4773 stairway 80.97 114 \n", - "4774 corridor 78.49 96 \n", - "4775 stairway 109.64 133 \n", - "4776 stairway 80.97 114 \n", - "4777 stairway 159.2 48 \n", - "4778 stairway 128.83 87 \n", - "4779 stairway 110.48 160 \n", - "4780 corridor 65.69 42 \n", - "4781 stairway 78.51 7 \n", - "4782 stairway 77.35 54 \n", - "4783 corridor 76.44 209 \n", - "4784 stairway 112.66 314 \n", - "4785 stairway 59.5 65 \n", - "4786 stairway 93.51 72 \n", - "4787 stairway 109.81 71 \n", - "4788 stairway 108.05 22 \n", - "4790 stairway 82.61 156 \n", - "4791 stairway 103.41 163 \n", - "4792 corridor 88.78 557 \n", - "4793 corridor 81.97 177 \n", - "4794 stairway 113.67 876 \n", - "4795 stairway 106.74 186 \n", - "4796 stairway 104.75 958 \n", - "4797 stairway 108.63 154 \n", - "4798 stairway 111.48 46 \n", - "4799 mixed 109.57 280 \n", - "4800 stairway 91.48 340 \n", - "4801 stairway 134.04 108 \n", - "4802 stairway 105.79 56 \n", - "4803 corridor 56.91 626 \n", + "7976 stairway 131.85 398 \n", + "7978 corridor 81.14 386 \n", + "7979 stairway 95.59 1 \n", + "7980 stairway 113.65 772 \n", + "7981 stairway 108.64 87 \n", + "7982 stairway 77.68 87 \n", + "7983 stairway 58.24 70 \n", + "7984 stairway 108.76 180 \n", + "7985 stairway 109.15 106 \n", + "7986 stairway 109.36 441 \n", + "7987 stairway 113.91 14 \n", + "7988 stairway 80.72 200 \n", + "7989 corridor 77.96 39 \n", + "7990 stairway 104.7 111 \n", + "7991 corridor 83.31 184 \n", + "7992 stairway 105.22 115 \n", + "7993 stairway 95.15 240 \n", + "7994 stairway 108.52 173 \n", + "7995 stairway 108.16 41 \n", + "7996 stairway 42.28 500 \n", + "7997 stairway 80.55 128 \n", + "7998 corridor 72.73 1268 \n", + "7999 corridor 83.46 558 \n", + "8000 corridor 67.28 90 \n", + "8001 corridor 106.77 445 \n", + "8002 corridor 71.07 743 \n", + "8003 corridor 82.4 956 \n", + "8004 stairway 134.8 56 \n", + "8005 stairway 80.38 200 \n", + "8006 stairway 104.58 1034 \n", "\n", " room_count bathroom_count \n", - "0 3.0 2.0 \n", - "1 3.0 2.0 \n", + "0 3.0 1.0 \n", + "1 3.0 1.0 \n", "2 3.0 2.0 \n", "3 3.0 2.0 \n", "4 3.0 1.0 \n", - "5 3.0 2.0 \n", - "6 3.0 1.0 \n", - "7 3.0 2.0 \n", + "5 4.0 2.0 \n", + "6 3.0 2.0 \n", + "7 4.0 2.0 \n", "8 3.0 2.0 \n", - "9 3.0 2.0 \n", - "10 4.0 2.0 \n", - "11 3.0 2.0 \n", + "10 3.0 1.0 \n", + "11 4.0 2.0 \n", "12 4.0 2.0 \n", - "13 4.0 2.0 \n", - "15 2.0 1.0 \n", + "13 3.0 2.0 \n", + "14 3.0 1.0 \n", + "15 4.0 2.0 \n", "16 3.0 2.0 \n", - "17 3.0 2.0 \n", - "18 2.0 1.0 \n", - "19 3.0 2.0 \n", - "20 3.0 2.0 \n", - "21 3.0 1.0 \n", - "22 3.0 2.0 \n", - "23 3.0 1.0 \n", + "17 4.0 2.0 \n", + "18 3.0 2.0 \n", + "19 4.0 2.0 \n", + "21 3.0 2.0 \n", + "22 4.0 2.0 \n", + "23 3.0 2.0 \n", + "24 4.0 2.0 \n", "25 3.0 1.0 \n", - "26 3.0 2.0 \n", - "27 3.0 2.0 \n", + "26 3.0 1.0 \n", + "27 4.0 2.0 \n", "28 3.0 2.0 \n", - "29 4.0 2.0 \n", + "29 3.0 1.0 \n", "30 3.0 2.0 \n", - "31 3.0 1.0 \n", + "31 2.0 1.0 \n", "... ... ... \n", - "4773 3.0 2.0 \n", - "4774 1.0 1.0 \n", - "4775 3.0 2.0 \n", - "4776 3.0 2.0 \n", - "4777 4.0 2.0 \n", - "4778 3.0 2.0 \n", - "4779 3.0 2.0 \n", - "4780 2.0 1.0 \n", - "4781 3.0 2.0 \n", - "4782 3.0 2.0 \n", - "4783 3.0 1.0 \n", - "4784 3.0 2.0 \n", - "4785 3.0 1.0 \n", - "4786 3.0 2.0 \n", - "4787 3.0 2.0 \n", - "4788 3.0 2.0 \n", - "4790 3.0 2.0 \n", - "4791 3.0 2.0 \n", - "4792 3.0 1.0 \n", - "4793 3.0 1.0 \n", - "4794 3.0 2.0 \n", - "4795 3.0 2.0 \n", - "4796 3.0 2.0 \n", - "4797 3.0 2.0 \n", - "4798 3.0 2.0 \n", - "4799 3.0 2.0 \n", - "4800 3.0 1.0 \n", - "4801 3.0 2.0 \n", - "4802 3.0 2.0 \n", - "4803 2.0 1.0 \n", - "\n", - "[4465 rows x 14 columns]" + "7976 3.0 2.0 \n", + "7978 3.0 1.0 \n", + "7979 3.0 2.0 \n", + "7980 3.0 2.0 \n", + "7981 3.0 2.0 \n", + "7982 3.0 2.0 \n", + "7983 3.0 1.0 \n", + "7984 3.0 2.0 \n", + "7985 3.0 2.0 \n", + "7986 3.0 2.0 \n", + "7987 3.0 2.0 \n", + "7988 2.0 1.0 \n", + "7989 1.0 1.0 \n", + "7990 3.0 2.0 \n", + "7991 3.0 1.0 \n", + "7992 3.0 2.0 \n", + "7993 3.0 1.0 \n", + "7994 3.0 2.0 \n", + "7995 3.0 2.0 \n", + "7996 1.0 1.0 \n", + "7997 3.0 1.0 \n", + "7998 3.0 1.0 \n", + "7999 3.0 1.0 \n", + "8000 2.0 1.0 \n", + "8001 3.0 2.0 \n", + "8002 3.0 1.0 \n", + "8003 3.0 1.0 \n", + "8004 4.0 2.0 \n", + "8005 3.0 1.0 \n", + "8006 3.0 2.0 \n", + "\n", + "[7420 rows x 14 columns]" ] }, - "execution_count": 8, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } @@ -4543,7 +4545,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 42, "metadata": {}, "outputs": [ { @@ -4578,36 +4580,36 @@ " \n", " \n", " count\n", - " 4.465000e+03\n", - " 4465.000000\n", - " 4465.000000\n", - " 4465.000000\n", - " 4465.000000\n", - " 4465.000000\n", + " 7.420000e+03\n", + " 7420.000000\n", + " 7420.000000\n", + " 7420.000000\n", + " 7420.000000\n", + " 7420.000000\n", " \n", " \n", " mean\n", - " 4.073252e+08\n", - " 0.632699\n", - " 10.478387\n", - " 1205.459127\n", - " 13.059351\n", - " 302.553415\n", + " 4.019043e+08\n", + " 0.627763\n", + " 10.281267\n", + " 1196.597170\n", + " 12.947035\n", + " 297.885445\n", " \n", " \n", " std\n", - " 3.169907e+08\n", - " 0.482124\n", - " 7.258356\n", - " 1147.243910\n", - " 14.478396\n", - " 342.177350\n", + " 3.140695e+08\n", + " 0.483434\n", + " 7.166873\n", + " 1120.177079\n", + " 14.323069\n", + " 326.567191\n", " \n", " \n", " min\n", - " 1.515000e+07\n", + " 2.860000e+07\n", " 0.000000\n", - " 1.000000\n", + " -4.000000\n", " 100.000000\n", " 1.000000\n", " 0.000000\n", @@ -4617,33 +4619,33 @@ " 2.000000e+08\n", " 0.000000\n", " 5.000000\n", - " 424.000000\n", + " 419.000000\n", " 4.000000\n", - " 88.000000\n", + " 92.000000\n", " \n", " \n", " 50%\n", " 3.300000e+08\n", " 1.000000\n", - " 10.000000\n", - " 825.000000\n", " 9.000000\n", - " 198.000000\n", + " 840.000000\n", + " 9.000000\n", + " 194.000000\n", " \n", " \n", " 75%\n", - " 5.110000e+08\n", + " 5.002500e+08\n", " 1.000000\n", " 14.000000\n", - " 1598.000000\n", + " 1592.000000\n", " 16.000000\n", " 396.000000\n", " \n", " \n", " max\n", - " 3.878340e+09\n", + " 4.800000e+09\n", " 1.000000\n", - " 59.000000\n", + " 67.000000\n", " 6864.000000\n", " 124.000000\n", " 2960.000000\n", @@ -4654,37 +4656,37 @@ ], "text/plain": [ " transaction_real_price city floor \\\n", - "count 4.465000e+03 4465.000000 4465.000000 \n", - "mean 4.073252e+08 0.632699 10.478387 \n", - "std 3.169907e+08 0.482124 7.258356 \n", - "min 1.515000e+07 0.000000 1.000000 \n", + "count 7.420000e+03 7420.000000 7420.000000 \n", + "mean 4.019043e+08 0.627763 10.281267 \n", + "std 3.140695e+08 0.483434 7.166873 \n", + "min 2.860000e+07 0.000000 -4.000000 \n", "25% 2.000000e+08 0.000000 5.000000 \n", - "50% 3.300000e+08 1.000000 10.000000 \n", - "75% 5.110000e+08 1.000000 14.000000 \n", - "max 3.878340e+09 1.000000 59.000000 \n", + "50% 3.300000e+08 1.000000 9.000000 \n", + "75% 5.002500e+08 1.000000 14.000000 \n", + "max 4.800000e+09 1.000000 67.000000 \n", "\n", " total_household_count_in_sites apartment_building_count_in_sites \\\n", - "count 4465.000000 4465.000000 \n", - "mean 1205.459127 13.059351 \n", - "std 1147.243910 14.478396 \n", + "count 7420.000000 7420.000000 \n", + "mean 1196.597170 12.947035 \n", + "std 1120.177079 14.323069 \n", "min 100.000000 1.000000 \n", - "25% 424.000000 4.000000 \n", - "50% 825.000000 9.000000 \n", - "75% 1598.000000 16.000000 \n", + "25% 419.000000 4.000000 \n", + "50% 840.000000 9.000000 \n", + "75% 1592.000000 16.000000 \n", "max 6864.000000 124.000000 \n", "\n", " total_household_count_of_area_type \n", - "count 4465.000000 \n", - "mean 302.553415 \n", - "std 342.177350 \n", + "count 7420.000000 \n", + "mean 297.885445 \n", + "std 326.567191 \n", "min 0.000000 \n", - "25% 88.000000 \n", - "50% 198.000000 \n", + "25% 92.000000 \n", + "50% 194.000000 \n", "75% 396.000000 \n", "max 2960.000000 " ] }, - "execution_count": 9, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -4695,7 +4697,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 43, "metadata": {}, "outputs": [ { @@ -4704,7 +4706,7 @@ "0" ] }, - "execution_count": 10, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -4716,7 +4718,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -4752,8 +4754,8 @@ " \n", " \n", " 1\n", - " 1\n", " 0\n", + " 1\n", " \n", " \n", " 2\n", @@ -4772,8 +4774,8 @@ " \n", " \n", " 5\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", " 6\n", @@ -4782,16 +4784,11 @@ " \n", " \n", " 7\n", - " 0\n", " 1\n", - " \n", - " \n", - " 8\n", " 0\n", - " 1\n", " \n", " \n", - " 9\n", + " 8\n", " 0\n", " 1\n", " \n", @@ -4816,6 +4813,11 @@ " 1\n", " \n", " \n", + " 14\n", + " 0\n", + " 1\n", + " \n", + " \n", " 15\n", " 0\n", " 1\n", @@ -4841,24 +4843,24 @@ " 1\n", " \n", " \n", - " 20\n", - " 1\n", - " 0\n", - " \n", - " \n", " 21\n", " 0\n", " 1\n", " \n", " \n", " 22\n", - " 1\n", " 0\n", + " 1\n", " \n", " \n", " 23\n", + " 0\n", " 1\n", + " \n", + " \n", + " 24\n", " 0\n", + " 1\n", " \n", " \n", " 25\n", @@ -4867,8 +4869,8 @@ " \n", " \n", " 26\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", " 27\n", @@ -4882,8 +4884,8 @@ " \n", " \n", " 29\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", " 30\n", @@ -4892,8 +4894,8 @@ " \n", " \n", " 31\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", " ...\n", @@ -4901,228 +4903,228 @@ " ...\n", " \n", " \n", - " 4773\n", - " 0\n", - " 1\n", - " \n", - " \n", - " 4774\n", + " 7976\n", " 0\n", " 1\n", " \n", " \n", - " 4775\n", + " 7978\n", " 1\n", " 0\n", " \n", " \n", - " 4776\n", + " 7979\n", " 0\n", " 1\n", " \n", " \n", - " 4777\n", + " 7980\n", " 0\n", " 1\n", " \n", " \n", - " 4778\n", + " 7981\n", " 0\n", " 1\n", " \n", " \n", - " 4779\n", + " 7982\n", " 0\n", " 1\n", " \n", " \n", - " 4780\n", - " 0\n", + " 7983\n", " 1\n", + " 0\n", " \n", " \n", - " 4781\n", + " 7984\n", " 0\n", " 1\n", " \n", " \n", - " 4782\n", + " 7985\n", " 0\n", " 1\n", " \n", " \n", - " 4783\n", + " 7986\n", " 0\n", " 1\n", " \n", " \n", - " 4784\n", + " 7987\n", " 0\n", " 1\n", " \n", " \n", - " 4785\n", + " 7988\n", " 0\n", " 1\n", " \n", " \n", - " 4786\n", - " 0\n", + " 7989\n", " 1\n", + " 0\n", " \n", " \n", - " 4787\n", + " 7990\n", " 0\n", " 1\n", " \n", " \n", - " 4788\n", + " 7991\n", " 0\n", " 1\n", " \n", " \n", - " 4790\n", + " 7992\n", " 0\n", " 1\n", " \n", " \n", - " 4791\n", + " 7993\n", " 0\n", " 1\n", " \n", " \n", - " 4792\n", - " 0\n", + " 7994\n", " 1\n", + " 0\n", " \n", " \n", - " 4793\n", + " 7995\n", " 0\n", " 1\n", " \n", " \n", - " 4794\n", - 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4465 rows × 2 columns

\n", + "

7420 rows × 2 columns

\n", "" ], "text/plain": [ " cogeneration gas\n", "0 0 1\n", - "1 1 0\n", + "1 0 1\n", "2 0 1\n", "3 0 1\n", "4 1 0\n", - "5 0 1\n", + "5 1 0\n", "6 0 1\n", - "7 0 1\n", + "7 1 0\n", "8 0 1\n", - "9 0 1\n", "10 0 1\n", "11 1 0\n", "12 0 1\n", "13 0 1\n", + "14 0 1\n", "15 0 1\n", "16 0 1\n", "17 0 1\n", "18 0 1\n", "19 0 1\n", - "20 1 0\n", "21 0 1\n", - "22 1 0\n", - "23 1 0\n", + "22 0 1\n", + "23 0 1\n", + "24 0 1\n", "25 0 1\n", - "26 0 1\n", + "26 1 0\n", "27 0 1\n", "28 0 1\n", - "29 0 1\n", + "29 1 0\n", "30 0 1\n", - "31 0 1\n", + "31 1 0\n", "... ... ...\n", - "4773 0 1\n", - "4774 0 1\n", - "4775 1 0\n", - "4776 0 1\n", - "4777 0 1\n", - "4778 0 1\n", - "4779 0 1\n", - "4780 0 1\n", - "4781 0 1\n", - "4782 0 1\n", - "4783 0 1\n", - "4784 0 1\n", - "4785 0 1\n", - "4786 0 1\n", - "4787 0 1\n", - "4788 0 1\n", - "4790 0 1\n", - "4791 0 1\n", - "4792 0 1\n", - "4793 0 1\n", - "4794 0 1\n", - "4795 0 1\n", - "4796 0 1\n", - "4797 0 1\n", - "4798 0 1\n", - "4799 0 1\n", - "4800 1 0\n", - "4801 0 1\n", - "4802 1 0\n", - "4803 1 0\n", - "\n", - "[4465 rows x 2 columns]" + "7976 0 1\n", + "7978 1 0\n", + "7979 0 1\n", + "7980 0 1\n", + "7981 0 1\n", + "7982 0 1\n", + "7983 1 0\n", + "7984 0 1\n", + "7985 0 1\n", + "7986 0 1\n", + "7987 0 1\n", + "7988 0 1\n", + "7989 1 0\n", + "7990 0 1\n", + "7991 0 1\n", + "7992 0 1\n", + "7993 0 1\n", + "7994 1 0\n", + "7995 0 1\n", + "7996 1 0\n", + "7997 0 1\n", + "7998 0 1\n", + "7999 0 1\n", + "8000 0 1\n", + "8001 0 1\n", + "8002 1 0\n", + "8003 0 1\n", + "8004 0 1\n", + "8005 0 1\n", + "8006 0 1\n", + "\n", + "[7420 rows x 2 columns]" ] }, - "execution_count": 11, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } @@ -5133,7 +5135,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 45, "metadata": {}, "outputs": [ { @@ -5177,53 +5179,53 @@ " \n", " \n", " 0\n", - " 570000000\n", - " 1\n", - " 84.91\n", - " 15\n", - " 1391.0\n", - " 1606\n", - " 15\n", + " 135000000\n", + " 0\n", + " 82.32\n", + " 4\n", + " 224.0\n", + " 200\n", + " 8\n", " individual\n", - " stairway\n", - " 104.75\n", - " 958\n", + " corridor\n", + " 88.51\n", + " 20\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " \n", " \n", " 1\n", - " 1050000000\n", - " 1\n", - " 84.99\n", - " 17\n", - " 7876.0\n", - " 5563\n", - " 65\n", - " district\n", + " 145000000\n", + " 0\n", + " 59.948\n", + " 19\n", + " 1497.0\n", + " 1280\n", + " 11\n", + " individual\n", " stairway\n", - " 109.35\n", - " 828\n", + " 85.37\n", + " 168\n", " 3.0\n", - " 2.0\n", - " 1\n", + " 1.0\n", " 0\n", + " 1\n", " \n", " \n", " 2\n", - " 586050000\n", + " 94500000\n", " 0\n", - " 156.7997\n", - " 13\n", - " 857.0\n", - " 390\n", - " 4\n", + " 59.92\n", + " 14\n", + " 559.0\n", + " 848\n", + " 3\n", " individual\n", " stairway\n", - " 198.7\n", - " 154\n", + " 80.44\n", + " 598\n", " 3.0\n", " 2.0\n", " 0\n", @@ -5231,17 +5233,17 @@ " \n", " \n", " 3\n", - " 389370000\n", - " 1\n", - " 84.93\n", - " 9\n", - " 492.0\n", - " 455\n", - " 6\n", + " 308000000\n", + " 0\n", + " 84.99\n", + " 16\n", + " 1573.0\n", + " 1733\n", + " 13\n", " individual\n", " stairway\n", - " 109.81\n", - " 78\n", + " 102.69\n", + " 628\n", " 3.0\n", " 2.0\n", " 0\n", @@ -5249,17 +5251,17 @@ " \n", " \n", " 4\n", - " 1130000000\n", + " 538000000\n", " 1\n", - " 76.5\n", - " 6\n", - " 3930.0\n", - " 3930\n", - " 30\n", + " 59.88\n", + " 16\n", + " 2173.0\n", + " 2036\n", + " 19\n", " district\n", " corridor\n", - " 112.39\n", - " 1170\n", + " 85.12\n", + " 895\n", " 3.0\n", " 1.0\n", " 1\n", @@ -5267,89 +5269,71 @@ " \n", " \n", " 5\n", - " 128000000\n", - " 0\n", - " 84.92\n", - " 10\n", - " 225.0\n", - " 343\n", + " 1265000000\n", " 1\n", - " individual\n", - " stairway\n", - " 125.62\n", - " 164\n", - " 3.0\n", + " 115.47\n", + " 3\n", + " 1444.0\n", + " 1848\n", + " 36\n", + " district\n", + " corridor\n", + " 143.81\n", + " 102\n", + " 4.0\n", " 2.0\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", " 6\n", - " 350000000\n", - " 1\n", - " 59.54\n", - " 26\n", - " 2990.0\n", - " 2182\n", - " 22\n", + " 206000000\n", + " 0\n", + " 84.98\n", + " 2\n", + " 243.0\n", + " 170\n", + " 2\n", " individual\n", " stairway\n", - " 76.62\n", - " 176\n", + " 107.32\n", + " 54\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " \n", " \n", " 7\n", - " 305000000\n", + " 1120000000\n", " 1\n", - " 84.96\n", - " 9\n", - " 169.0\n", - " 165\n", - " 1\n", - " individual\n", - " stairway\n", - " 111.28\n", - " 60\n", - " 3.0\n", - " 2.0\n", - " 0\n", - " 1\n", - " \n", - " \n", - " 8\n", - " 315000000\n", - " 1\n", - " 60.053999999999995\n", - " 4\n", - " 635.0\n", - " 620\n", - " 22\n", - " individual\n", + " 126.18\n", + " 7\n", + " 5540.0\n", + " 5539\n", + " 122\n", + " district\n", " stairway\n", - " 81.54\n", - " 256\n", - " 3.0\n", + " 161.98\n", + " 76\n", + " 4.0\n", " 2.0\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 9\n", - " 350000000\n", + " 8\n", + " 382000000\n", " 1\n", - " 84.99\n", - " 6\n", - " 209.0\n", - " 194\n", + " 84.09\n", " 2\n", + " 2366.0\n", + " 1971\n", + " 28\n", " individual\n", " stairway\n", - " 108.79\n", - " 108\n", + " 105.32\n", + " 394\n", " 3.0\n", " 2.0\n", " 0\n", @@ -5357,53 +5341,53 @@ " \n", " \n", " 10\n", - 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4465 rows × 15 columns

\n", + "

7420 rows × 15 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "30 117000000 0 84.99 22 \n", - 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"0 15 individual stairway \n", - "1 65 district stairway \n", - "2 4 individual stairway \n", - "3 6 individual stairway \n", - "4 30 district corridor \n", - "5 1 individual stairway \n", - "6 22 individual stairway \n", - "7 1 individual stairway \n", - "8 22 individual stairway \n", - "9 2 individual stairway \n", - "10 2 central stairway \n", - "11 5 district stairway \n", - "12 16 individual stairway \n", - "13 3 individual stairway \n", - "15 10 individual corridor \n", - "16 21 individual stairway \n", - "17 10 district stairway \n", - "18 8 central corridor \n", - "19 7 individual stairway \n", - "20 2 district stairway \n", - "21 124 individual stairway \n", - "22 12 district stairway \n", - "23 19 district corridor \n", - "25 13 central stairway \n", - "26 5 individual stairway \n", - "27 2 individual stairway \n", - "28 11 individual stairway \n", - "29 10 individual stairway \n", - "30 35 individual stairway \n", - "31 6 central corridor \n", + "0 8 individual corridor \n", + "1 11 individual stairway \n", + "2 3 individual stairway \n", + "3 13 individual stairway \n", + "4 19 district corridor \n", + "5 36 district corridor \n", + "6 2 individual stairway \n", + "7 122 district stairway \n", + "8 28 individual stairway \n", + "10 27 individual stairway \n", + "11 11 district stairway \n", + "12 17 central stairway \n", + "13 35 individual stairway \n", + "14 5 individual stairway \n", + "15 2 individual stairway \n", + "16 21 individual corridor \n", + "17 3 individual stairway \n", + "18 4 individual stairway \n", + "19 8 individual stairway \n", + "21 13 individual stairway \n", + "22 11 individual stairway \n", + "23 1 individual stairway \n", + "24 4 individual stairway \n", + "25 2 individual corridor \n", + "26 14 district corridor \n", + "27 21 individual stairway \n", + "28 30 individual stairway \n", + "29 6 district stairway \n", + "30 5 individual stairway \n", + "31 10 district corridor \n", "... ... ... ... \n", - "4773 21 individual stairway \n", - "4774 9 individual corridor \n", - "4775 51 district stairway \n", - "4776 21 individual stairway \n", - "4777 2 individual stairway \n", - "4778 9 individual stairway \n", - "4779 13 individual stairway \n", - "4780 8 individual corridor \n", - "4781 9 individual stairway \n", - "4782 2 individual stairway \n", - "4783 3 individual corridor \n", - "4784 7 individual stairway \n", - "4785 124 individual stairway \n", - "4786 3 individual stairway \n", - "4787 9 individual stairway \n", - "4788 2 individual stairway \n", - "4790 18 individual stairway \n", - "4791 8 individual stairway \n", - "4792 13 individual corridor \n", - "4793 6 individual corridor \n", - "4794 32 individual stairway \n", - "4795 4 individual stairway \n", - "4796 15 individual stairway \n", - "4797 11 individual stairway \n", - "4798 15 individual stairway \n", - "4799 25 individual mixed \n", - "4800 2 district stairway \n", - "4801 7 individual stairway \n", - "4802 18 district stairway \n", - "4803 10 district corridor \n", + "7976 30 individual stairway \n", + "7978 18 district corridor \n", + "7979 1 individual stairway \n", + "7980 14 individual stairway \n", + "7981 3 individual stairway \n", + "7982 4 individual stairway \n", + "7983 26 district stairway \n", + "7984 14 individual stairway \n", + "7985 4 individual stairway \n", + "7986 11 individual stairway \n", + "7987 3 individual stairway \n", + "7988 24 individual stairway \n", + "7989 1 district corridor \n", + "7990 1 individual stairway \n", + "7991 3 individual corridor \n", + "7992 3 individual stairway \n", + "7993 15 individual stairway \n", + "7994 10 district stairway \n", + "7995 3 individual stairway \n", + "7996 65 district stairway \n", + "7997 4 individual stairway \n", + "7998 16 district corridor \n", + "7999 9 individual corridor \n", + "8000 2 individual corridor \n", + "8001 15 individual corridor \n", + "8002 14 district corridor \n", + "8003 6 individual corridor \n", + "8004 4 individual stairway \n", + "8005 6 individual stairway \n", + "8006 35 individual stairway \n", "\n", " supply_area total_household_count_of_area_type room_count \\\n", - "0 104.75 958 3.0 \n", - "1 109.35 828 3.0 \n", - "2 198.7 154 3.0 \n", - "3 109.81 78 3.0 \n", - "4 112.39 1170 3.0 \n", - "5 125.62 164 3.0 \n", - "6 76.62 176 3.0 \n", - "7 111.28 60 3.0 \n", - "8 81.54 256 3.0 \n", - "9 108.79 108 3.0 \n", - "10 244.63 62 4.0 \n", - "11 116.84 34 3.0 \n", - "12 162.74 182 4.0 \n", - "13 147.52 2 4.0 \n", - "15 76.88 538 2.0 \n", - "16 110.76 816 3.0 \n", - "17 85.02 76 3.0 \n", - "18 74.27 228 2.0 \n", - "19 107.51 409 3.0 \n", - "20 106.34 120 3.0 \n", - "21 59.5 65 3.0 \n", - "22 106.79 224 3.0 \n", - "23 85.12 895 3.0 \n", - "25 100.04 270 3.0 \n", - "26 109.66 15 3.0 \n", - "27 155.92 112 3.0 \n", - "28 85.43 213 3.0 \n", - "29 201.31 48 4.0 \n", - "30 104.76 500 3.0 \n", - "31 85.82 313 3.0 \n", + "0 88.51 20 3.0 \n", + "1 85.37 168 3.0 \n", + "2 80.44 598 3.0 \n", + "3 102.69 628 3.0 \n", + "4 85.12 895 3.0 \n", + "5 143.81 102 4.0 \n", + "6 107.32 54 3.0 \n", + "7 161.98 76 4.0 \n", + "8 105.32 394 3.0 \n", + "10 82.54 384 3.0 \n", + "11 155.05 187 4.0 \n", + "12 153.13 214 4.0 \n", + "13 107.48 850 3.0 \n", + "14 79.55 160 3.0 \n", + "15 155.01 70 4.0 \n", + "16 78.18 753 3.0 \n", + "17 156.57 86 4.0 \n", + "18 107.13 85 3.0 \n", + "19 143.48 190 4.0 \n", + "21 106.95 300 3.0 \n", + "22 143.66 296 4.0 \n", + "23 139.1 9 3.0 \n", + "24 127.18 19 4.0 \n", + "25 107.93 167 3.0 \n", + "26 83.26 447 3.0 \n", + "27 132.88 278 4.0 \n", + "28 95.84 49 3.0 \n", + "29 88.59 78 3.0 \n", + "30 108.08 283 3.0 \n", + "31 56.91 626 2.0 \n", "... ... ... ... \n", - "4773 80.97 114 3.0 \n", - "4774 78.49 96 1.0 \n", - "4775 109.64 133 3.0 \n", - "4776 80.97 114 3.0 \n", - "4777 159.2 48 4.0 \n", - "4778 128.83 87 3.0 \n", - "4779 110.48 160 3.0 \n", - "4780 65.69 42 2.0 \n", - "4781 78.51 7 3.0 \n", - "4782 77.35 54 3.0 \n", - "4783 76.44 209 3.0 \n", - "4784 112.66 314 3.0 \n", - "4785 59.5 65 3.0 \n", - "4786 93.51 72 3.0 \n", - "4787 109.81 71 3.0 \n", - "4788 108.05 22 3.0 \n", - "4790 82.61 156 3.0 \n", - "4791 103.41 163 3.0 \n", - "4792 88.78 557 3.0 \n", - "4793 81.97 177 3.0 \n", - "4794 113.67 876 3.0 \n", - "4795 106.74 186 3.0 \n", - "4796 104.75 958 3.0 \n", - "4797 108.63 154 3.0 \n", - "4798 111.48 46 3.0 \n", - "4799 109.57 280 3.0 \n", - "4800 91.48 340 3.0 \n", - "4801 134.04 108 3.0 \n", - "4802 105.79 56 3.0 \n", - "4803 56.91 626 2.0 \n", + "7976 131.85 398 3.0 \n", + "7978 81.14 386 3.0 \n", + "7979 95.59 1 3.0 \n", + "7980 113.65 772 3.0 \n", + "7981 108.64 87 3.0 \n", + "7982 77.68 87 3.0 \n", + "7983 58.24 70 3.0 \n", + "7984 108.76 180 3.0 \n", + "7985 109.15 106 3.0 \n", + "7986 109.36 441 3.0 \n", + "7987 113.91 14 3.0 \n", + "7988 80.72 200 2.0 \n", + "7989 77.96 39 1.0 \n", + "7990 104.7 111 3.0 \n", + "7991 83.31 184 3.0 \n", + "7992 105.22 115 3.0 \n", + "7993 95.15 240 3.0 \n", + "7994 108.52 173 3.0 \n", + "7995 108.16 41 3.0 \n", + "7996 42.28 500 1.0 \n", + "7997 80.55 128 3.0 \n", + "7998 72.73 1268 3.0 \n", + "7999 83.46 558 3.0 \n", + "8000 67.28 90 2.0 \n", + "8001 106.77 445 3.0 \n", + "8002 71.07 743 3.0 \n", + "8003 82.4 956 3.0 \n", + "8004 134.8 56 4.0 \n", + "8005 80.38 200 3.0 \n", + "8006 104.58 1034 3.0 \n", "\n", " bathroom_count heat_fuel_cogeneration heat_fuel_gas \n", - "0 2.0 0 1 \n", - "1 2.0 1 0 \n", + "0 1.0 0 1 \n", + "1 1.0 0 1 \n", "2 2.0 0 1 \n", "3 2.0 0 1 \n", "4 1.0 1 0 \n", - "5 2.0 0 1 \n", - "6 1.0 0 1 \n", - "7 2.0 0 1 \n", + "5 2.0 1 0 \n", + "6 2.0 0 1 \n", + "7 2.0 1 0 \n", "8 2.0 0 1 \n", - "9 2.0 0 1 \n", - "10 2.0 0 1 \n", + "10 1.0 0 1 \n", "11 2.0 1 0 \n", "12 2.0 0 1 \n", "13 2.0 0 1 \n", - "15 1.0 0 1 \n", + "14 1.0 0 1 \n", + "15 2.0 0 1 \n", "16 2.0 0 1 \n", "17 2.0 0 1 \n", - "18 1.0 0 1 \n", + "18 2.0 0 1 \n", "19 2.0 0 1 \n", - "20 2.0 1 0 \n", - "21 1.0 0 1 \n", - "22 2.0 1 0 \n", - "23 1.0 1 0 \n", + "21 2.0 0 1 \n", + "22 2.0 0 1 \n", + "23 2.0 0 1 \n", + "24 2.0 0 1 \n", "25 1.0 0 1 \n", - "26 2.0 0 1 \n", + "26 1.0 1 0 \n", "27 2.0 0 1 \n", "28 2.0 0 1 \n", - "29 2.0 0 1 \n", + "29 1.0 1 0 \n", "30 2.0 0 1 \n", - "31 1.0 0 1 \n", + "31 1.0 1 0 \n", "... ... ... ... \n", - "4773 2.0 0 1 \n", - "4774 1.0 0 1 \n", - "4775 2.0 1 0 \n", - "4776 2.0 0 1 \n", - "4777 2.0 0 1 \n", - "4778 2.0 0 1 \n", - "4779 2.0 0 1 \n", - "4780 1.0 0 1 \n", - "4781 2.0 0 1 \n", - "4782 2.0 0 1 \n", - "4783 1.0 0 1 \n", - "4784 2.0 0 1 \n", - "4785 1.0 0 1 \n", - "4786 2.0 0 1 \n", - "4787 2.0 0 1 \n", - "4788 2.0 0 1 \n", - "4790 2.0 0 1 \n", - "4791 2.0 0 1 \n", - "4792 1.0 0 1 \n", - "4793 1.0 0 1 \n", - "4794 2.0 0 1 \n", - "4795 2.0 0 1 \n", - "4796 2.0 0 1 \n", - "4797 2.0 0 1 \n", - "4798 2.0 0 1 \n", - "4799 2.0 0 1 \n", - "4800 1.0 1 0 \n", - "4801 2.0 0 1 \n", - "4802 2.0 1 0 \n", - "4803 1.0 1 0 \n", - "\n", - "[4465 rows x 15 columns]" + "7976 2.0 0 1 \n", + "7978 1.0 1 0 \n", + "7979 2.0 0 1 \n", + "7980 2.0 0 1 \n", + "7981 2.0 0 1 \n", + "7982 2.0 0 1 \n", + "7983 1.0 1 0 \n", + "7984 2.0 0 1 \n", + "7985 2.0 0 1 \n", + "7986 2.0 0 1 \n", + "7987 2.0 0 1 \n", + "7988 1.0 0 1 \n", + "7989 1.0 1 0 \n", + "7990 2.0 0 1 \n", + "7991 1.0 0 1 \n", + "7992 2.0 0 1 \n", + "7993 1.0 0 1 \n", + "7994 2.0 1 0 \n", + "7995 2.0 0 1 \n", + "7996 1.0 1 0 \n", + "7997 1.0 0 1 \n", + "7998 1.0 0 1 \n", + "7999 1.0 0 1 \n", + "8000 1.0 0 1 \n", + "8001 2.0 0 1 \n", + "8002 1.0 1 0 \n", + "8003 1.0 0 1 \n", + "8004 2.0 0 1 \n", + "8005 1.0 0 1 \n", + "8006 2.0 0 1 \n", + "\n", + "[7420 rows x 15 columns]" ] }, - "execution_count": 12, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } @@ -6612,7 +6614,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 46, "metadata": {}, "outputs": [ { @@ -6658,18 +6660,18 @@ " \n", " \n", " 0\n", - " 570000000\n", - " 1\n", - " 84.91\n", - " 15\n", - " 1391.0\n", - " 1606\n", - " 15\n", - " stairway\n", - " 104.75\n", - " 958\n", + " 135000000\n", + " 0\n", + " 82.32\n", + " 4\n", + " 224.0\n", + " 200\n", + " 8\n", + " corridor\n", + " 88.51\n", + " 20\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -6678,36 +6680,36 @@ " \n", " \n", " 1\n", - " 1050000000\n", - " 1\n", - " 84.99\n", - " 17\n", - " 7876.0\n", - " 5563\n", - " 65\n", + " 145000000\n", + " 0\n", + " 59.948\n", + " 19\n", + " 1497.0\n", + " 1280\n", + " 11\n", " stairway\n", - " 109.35\n", - " 828\n", + " 85.37\n", + " 168\n", " 3.0\n", - " 2.0\n", + " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", " 2\n", - " 586050000\n", + " 94500000\n", " 0\n", - " 156.7997\n", - " 13\n", - " 857.0\n", - " 390\n", - " 4\n", + " 59.92\n", + " 14\n", + " 559.0\n", + " 848\n", + " 3\n", " stairway\n", - " 198.7\n", - " 154\n", + " 80.44\n", + " 598\n", " 3.0\n", " 2.0\n", " 0\n", @@ -6718,16 +6720,16 @@ " \n", " \n", " 3\n", - " 389370000\n", - " 1\n", - " 84.93\n", - " 9\n", - " 492.0\n", - " 455\n", - " 6\n", + " 308000000\n", + " 0\n", + " 84.99\n", + " 16\n", + " 1573.0\n", + " 1733\n", + " 13\n", " stairway\n", - " 109.81\n", - " 78\n", + " 102.69\n", + " 628\n", " 3.0\n", " 2.0\n", " 0\n", @@ -6738,16 +6740,16 @@ " \n", " \n", " 4\n", - " 1130000000\n", + " 538000000\n", " 1\n", - " 76.5\n", - " 6\n", - " 3930.0\n", - " 3930\n", - " 30\n", + " 59.88\n", + " 16\n", + " 2173.0\n", + " 2036\n", + " 19\n", " corridor\n", - " 112.39\n", - " 1170\n", + " 85.12\n", + " 895\n", " 3.0\n", " 1.0\n", " 1\n", @@ -6758,38 +6760,38 @@ " \n", " \n", " 5\n", - " 128000000\n", - " 0\n", - " 84.92\n", - " 10\n", - " 225.0\n", - " 343\n", + " 1265000000\n", " 1\n", - " stairway\n", - " 125.62\n", - " 164\n", - " 3.0\n", + " 115.47\n", + " 3\n", + " 1444.0\n", + " 1848\n", + " 36\n", + " corridor\n", + " 143.81\n", + " 102\n", + " 4.0\n", " 2.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", " 6\n", - " 350000000\n", - " 1\n", - " 59.54\n", - " 26\n", - " 2990.0\n", - " 2182\n", - " 22\n", + " 206000000\n", + " 0\n", + " 84.98\n", + " 2\n", + " 243.0\n", + " 170\n", + " 2\n", " stairway\n", - " 76.62\n", - " 176\n", + " 107.32\n", + " 54\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", @@ -6798,36 +6800,36 @@ " \n", " \n", " 7\n", - " 305000000\n", - " 1\n", - " 84.96\n", - " 9\n", - " 169.0\n", - " 165\n", + " 1120000000\n", " 1\n", + " 126.18\n", + " 7\n", + " 5540.0\n", + " 5539\n", + " 122\n", " stairway\n", - " 111.28\n", - " 60\n", - " 3.0\n", + " 161.98\n", + " 76\n", + " 4.0\n", " 2.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", " 8\n", - " 315000000\n", + " 382000000\n", " 1\n", - " 60.053999999999995\n", - " 4\n", - " 635.0\n", - " 620\n", - " 22\n", + " 84.09\n", + " 2\n", + " 2366.0\n", + " 1971\n", + " 28\n", " stairway\n", - " 81.54\n", - " 256\n", + " 105.32\n", + " 394\n", " 3.0\n", " 2.0\n", " 0\n", @@ -6837,19 +6839,19 @@ " 1\n", " \n", " \n", - " 9\n", - " 350000000\n", + " 10\n", + " 565000000\n", " 1\n", - " 84.99\n", - " 6\n", - " 209.0\n", - " 194\n", - " 2\n", + " 59.9\n", + " 18\n", + " 2776.0\n", + " 2298\n", + " 27\n", " stairway\n", - " 108.79\n", - " 108\n", + " 82.54\n", + " 384\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -6857,58 +6859,58 @@ " 1\n", " \n", " \n", - " 10\n", - " 1400000000\n", + " 11\n", + " 215600000\n", + " 0\n", + " 117.27\n", " 1\n", - " 177.255\n", - " 18\n", - " 1662.0\n", - " 490\n", - " 2\n", + " 941.0\n", + " 652\n", + " 11\n", " stairway\n", - " 244.63\n", - " 62\n", + " 155.05\n", + " 187\n", " 4.0\n", " 2.0\n", - " 0\n", - " 1\n", " 1\n", " 0\n", " 0\n", + " 1\n", + " 0\n", " \n", " \n", - " 11\n", - " 480000000\n", - " 1\n", - " 84.51\n", + " 12\n", + " 214540000\n", + " 0\n", + " 117.27\n", " 2\n", - " 465.0\n", - " 387\n", - " 5\n", + " 1576.0\n", + " 1112\n", + " 17\n", " stairway\n", - " 116.84\n", - " 34\n", - " 3.0\n", + " 153.13\n", + " 214\n", + " 4.0\n", " 2.0\n", - " 1\n", - " 0\n", " 0\n", " 1\n", + " 1\n", + " 0\n", " 0\n", " \n", " \n", - " 12\n", - " 350000000\n", + " 13\n", + " 163000000\n", " 0\n", - " 134.92\n", - " 9\n", - " 1849.0\n", - " 1691\n", - " 16\n", + " 84.99\n", + " 19\n", + " 3776.0\n", + " 3382\n", + " 35\n", " stairway\n", - " 162.74\n", - " 182\n", - " 4.0\n", + " 107.48\n", + " 850\n", + " 3.0\n", " 2.0\n", " 0\n", " 1\n", @@ -6917,19 +6919,19 @@ " 1\n", " \n", " \n", - " 13\n", - " 720000000\n", + " 14\n", + " 150000000\n", " 0\n", - " 98.55\n", - " 33\n", - " 3728.0\n", - " 1631\n", - " 3\n", + " 59.84\n", + " 9\n", + " 514.0\n", + " 498\n", + " 5\n", " stairway\n", - " 147.52\n", - " 2\n", - " 4.0\n", - " 2.0\n", + " 79.55\n", + " 160\n", + " 3.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -6938,18 +6940,18 @@ " \n", " \n", " 15\n", - " 260000000\n", + " 1093000000\n", " 1\n", - " 60.06\n", - " 6\n", - " 1425.0\n", - " 998\n", - " 10\n", - " corridor\n", - " 76.88\n", - " 538\n", + " 125.58\n", + " 8\n", + " 237.0\n", + " 138\n", + " 2\n", + " stairway\n", + " 155.01\n", + " 70\n", + " 4.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -6958,16 +6960,16 @@ " \n", " \n", " 16\n", - " 460000000\n", + " 297000000\n", " 1\n", - " 84.99\n", - " 9\n", + " 59.99\n", + " 10\n", " 2251.0\n", " 2904\n", " 21\n", - " stairway\n", - " 110.76\n", - " 816\n", + " corridor\n", + " 78.18\n", + " 753\n", " 3.0\n", " 2.0\n", " 0\n", @@ -6978,57 +6980,57 @@ " \n", " \n", " 17\n", - " 685000000\n", - " 1\n", - " 59.99\n", - " 2\n", - " 1027.0\n", - " 847\n", - " 10\n", + " 357500000\n", + " 0\n", + " 125.04\n", + " 9\n", + " 543.0\n", + " 431\n", + " 3\n", " stairway\n", - " 85.02\n", - " 76\n", - " 3.0\n", + " 156.57\n", + " 86\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", " 0\n", - " 1\n", " 0\n", + " 1\n", " \n", " \n", " 18\n", - " 175000000\n", + " 239400000\n", " 0\n", - " 57.0\n", - " 2\n", - " 1197.0\n", - " 798\n", - " 8\n", - " corridor\n", - " 74.27\n", - " 228\n", + " 84.99\n", + " 29\n", + " 1066.0\n", + " 690\n", + " 4\n", + " stairway\n", + " 107.13\n", + " 85\n", + " 3.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", " 19\n", - " 164000000\n", + " 392000000\n", " 0\n", - " 84.7504\n", - " 7\n", - " 712.0\n", - " 705\n", - " 7\n", + " 104.95\n", + " 20\n", + " 775.0\n", + " 490\n", + " 8\n", " stairway\n", - " 107.51\n", - " 409\n", - " 3.0\n", + " 143.48\n", + " 190\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -7037,39 +7039,39 @@ " 1\n", " \n", " \n", - " 20\n", - " 580000000\n", - " 1\n", - " 84.3\n", - " 7\n", - " 156.0\n", - " 144\n", - " 2\n", + " 21\n", + " 184000000\n", + " 0\n", + " 84.962\n", + " 23\n", + " 1599.0\n", + " 1270\n", + " 13\n", " stairway\n", - " 106.34\n", - " 120\n", + " 106.95\n", + " 300\n", " 3.0\n", " 2.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", - " 21\n", - " 1247000000\n", + " 22\n", + " 395000000\n", " 1\n", - " 58.08\n", - " 3\n", - " 2500.0\n", - " 5040\n", - " 124\n", + " 114.99\n", + " 10\n", + " 1525.0\n", + " 1281\n", + " 11\n", " stairway\n", - " 59.5\n", - " 65\n", - " 3.0\n", - " 1.0\n", + " 143.66\n", + " 296\n", + " 4.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", @@ -7077,98 +7079,98 @@ " 1\n", " \n", " \n", - " 22\n", - " 200000000\n", + " 23\n", + " 151000000\n", " 0\n", - " 84.962\n", - " 13\n", - " 1093.0\n", - " 1002\n", - " 12\n", + " 108.2848\n", + " 9\n", + " 87.0\n", + " 114\n", + " 1\n", " stairway\n", - " 106.79\n", - " 224\n", + " 139.1\n", + " 9\n", " 3.0\n", " 2.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", - " 23\n", - " 950000000\n", + " 24\n", + " 460000000\n", " 1\n", - " 59.88\n", - " 22\n", - " 2173.0\n", - " 2036\n", + " 102.634\n", + " 3\n", + " 330.0\n", + " 256\n", + " 4\n", + " stairway\n", + " 127.18\n", " 19\n", - " corridor\n", - " 85.12\n", - 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" 155.92\n", - " 112\n", - " 3.0\n", + " 132.88\n", + " 278\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -7178,16 +7180,16 @@ " \n", " \n", " 28\n", - " 495000000\n", - " 1\n", - " 59.817\n", - " 6\n", - " 677.0\n", - " 603\n", - " 11\n", + " 275000000\n", + " 0\n", + " 72.2358\n", + " 8\n", + " 3400.0\n", + " 3160\n", + " 30\n", " stairway\n", - " 85.43\n", - " 213\n", + " 95.84\n", + " 49\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7198,36 +7200,36 @@ " \n", " \n", " 29\n", - " 250000000\n", - " 0\n", - " 167.66\n", - " 8\n", - " 994.0\n", - " 868\n", - " 10\n", + " 430000000\n", + " 1\n", + " 71.17\n", + " 1\n", + " 381.0\n", + " 708\n", + " 6\n", " stairway\n", - " 201.31\n", - " 48\n", - " 4.0\n", - " 2.0\n", - " 0\n", + " 88.59\n", + " 78\n", + " 3.0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", " 30\n", - " 117000000\n", - " 0\n", - " 84.99\n", - " 22\n", - " 3776.0\n", - " 3382\n", - " 35\n", + " 210000000\n", + " 1\n", + " 84.78\n", + " 1\n", + " 659.0\n", + " 746\n", + " 5\n", " stairway\n", - " 104.76\n", - " 500\n", + " 108.08\n", + " 283\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7238,23 +7240,23 @@ " \n", " \n", " 31\n", - " 150000000\n", + " 190000000\n", " 1\n", - " 59.4\n", - " 17\n", - " 709.0\n", - " 783\n", - " 6\n", + " 39.6\n", + " 10\n", + " 486.0\n", + " 1624\n", + " 10\n", " corridor\n", - " 85.82\n", - " 313\n", - " 3.0\n", + " 56.91\n", + " 626\n", + " 2.0\n", " 1.0\n", - " 0\n", - " 1\n", " 1\n", " 0\n", " 0\n", + " 1\n", + " 0\n", " \n", " \n", " ...\n", @@ -7277,17 +7279,17 @@ " ...\n", " \n", " \n", - " 4773\n", - " 369000000\n", + " 7976\n", + " 210000000\n", + " 0\n", + " 102.52\n", " 1\n", - " 59.993\n", - " 6\n", - " 1153.0\n", - " 850\n", - " 21\n", + " 4515.0\n", + " 2637\n", + " 30\n", " stairway\n", - " 80.97\n", - " 114\n", + " 131.85\n", + " 398\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7297,57 +7299,57 @@ " 1\n", " \n", " \n", - " 4774\n", - " 140000000\n", - " 0\n", - " 52.7659\n", - " 15\n", - " 1331.0\n", - " 1395\n", - " 9\n", + " 7978\n", + " 302000000\n", + " 1\n", + " 59.76\n", + " 13\n", + " 2300.0\n", + " 1981\n", + " 18\n", " corridor\n", - 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" 159.2\n", - " 48\n", - " 4.0\n", + " 108.64\n", + " 87\n", + " 3.0\n", " 2.0\n", " 0\n", " 1\n", @@ -7377,16 +7379,16 @@ " 1\n", " \n", " \n", - " 4778\n", - " 317000000\n", + " 7982\n", + " 115000000\n", " 0\n", - " 84.7841\n", - " 29\n", - " 2446.0\n", - " 1149\n", - " 9\n", + " 59.38\n", + " 2\n", + " 85.0\n", + " 365\n", + " 4\n", " stairway\n", - " 128.83\n", + " 77.68\n", " 87\n", " 3.0\n", " 2.0\n", @@ -7397,39 +7399,39 @@ " 1\n", " \n", " \n", - " 4779\n", - " 365000000\n", + " 7983\n", + " 240000000\n", " 1\n", - " 84.84\n", - " 8\n", - " 2513.0\n", - " 1224\n", - " 13\n", + " 37.46\n", + " 5\n", + " 1120.0\n", + " 2213\n", + " 26\n", " stairway\n", - " 110.48\n", - " 160\n", + " 58.24\n", + " 70\n", " 3.0\n", - " 2.0\n", - " 0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4780\n", - " 208500000\n", + " 7984\n", + " 660000000\n", " 1\n", - " 45.77\n", - " 9\n", - " 802.0\n", - " 860\n", - " 8\n", - " corridor\n", - " 65.69\n", - " 42\n", + " 84.98\n", + " 4\n", + " 1155.0\n", + " 863\n", + " 14\n", + " stairway\n", + " 108.76\n", + " 180\n", + " 3.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7437,17 +7439,17 @@ " 1\n", " \n", " \n", - " 4781\n", - " 500000000\n", - " 1\n", - " 59.9\n", + " 7985\n", + " 413000000\n", + " 0\n", + " 84.73200000000001\n", + " 14\n", + " 625.0\n", + " 530\n", " 4\n", - " 382.0\n", - " 303\n", - " 9\n", " stairway\n", - " 78.51\n", - " 7\n", + " 109.15\n", + " 106\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7457,17 +7459,17 @@ " 1\n", " \n", " \n", - " 4782\n", - " 242000000\n", + " 7986\n", + " 298000000\n", " 1\n", - " 59.88\n", + " 84.98\n", + " 22\n", + " 1525.0\n", + " 1281\n", " 11\n", - " 194.0\n", - " 202\n", - " 2\n", " stairway\n", - " 77.35\n", - " 54\n", + " 109.36\n", + " 441\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7477,19 +7479,19 @@ " 1\n", " \n", " \n", - " 4783\n", - " 270000000\n", - " 1\n", - " 59.52\n", - " 12\n", - " 344.0\n", - " 424\n", + " 7987\n", + " 227500000\n", + " 0\n", + " 84.986\n", + " 10\n", + " 166.0\n", + " 163\n", " 3\n", - " corridor\n", - " 76.44\n", - " 209\n", + " stairway\n", + " 113.91\n", + " 14\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", @@ -7497,19 +7499,19 @@ " 1\n", " \n", " \n", - " 4784\n", - " 390000000\n", - " 1\n", - " 84.92\n", - " 22\n", - " 397.0\n", - " 355\n", - " 7\n", + " 7988\n", + " 227500000\n", + " 0\n", + " 59.997\n", + " 25\n", + " 2716.0\n", + " 2302\n", + " 24\n", " stairway\n", - " 112.66\n", - " 314\n", - " 3.0\n", + " 80.72\n", + " 200\n", " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7517,37 +7519,37 @@ " 1\n", " \n", " \n", - " 4785\n", - " 1030000000\n", + " 7989\n", + " 370000000\n", " 1\n", - " 58.08\n", - " 5\n", - " 2500.0\n", - " 5040\n", - " 124\n", - " stairway\n", - " 59.5\n", - " 65\n", - " 3.0\n", + " 59.145\n", + " 11\n", + " 338.0\n", + " 457\n", + " 1\n", + " corridor\n", + " 77.96\n", + " 39\n", + " 1.0\n", " 1.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4786\n", - " 415000000\n", + " 7990\n", + " 678000000\n", + " 1\n", + " 84.85\n", + " 12\n", + " 126.0\n", + " 111\n", " 1\n", - " 68.28\n", - " 10\n", - " 285.0\n", - " 284\n", - " 3\n", " stairway\n", - " 93.51\n", - " 72\n", + " 104.7\n", + " 111\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7557,19 +7559,19 @@ " 1\n", " \n", " \n", - " 4787\n", - " 625000000\n", + " 7991\n", + " 245000000\n", " 1\n", - " 84.94\n", - " 16\n", - " 364.0\n", - " 333\n", - " 9\n", - " stairway\n", - " 109.81\n", - " 71\n", + " 59.91\n", + " 12\n", + " 488.0\n", + " 429\n", + " 3\n", + " corridor\n", + " 83.31\n", + " 184\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7577,17 +7579,17 @@ " 1\n", " \n", " \n", - " 4788\n", - " 800000000\n", + " 7992\n", + " 590000000\n", " 1\n", - " 84.87\n", - " 13\n", - " 221.0\n", - " 293\n", - " 2\n", + " 84.708\n", + " 8\n", + " 178.0\n", + " 157\n", + " 3\n", " stairway\n", - " 108.05\n", - " 22\n", + " 105.22\n", + " 115\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7597,19 +7599,19 @@ " 1\n", " \n", " \n", - " 4790\n", - " 373000000\n", + " 7993\n", + " 308000000\n", " 1\n", - " 59.96\n", - " 2\n", - " 1267.0\n", - " 999\n", - " 18\n", + " 84.84\n", + " 12\n", + " 1200.0\n", + " 1234\n", + " 15\n", " stairway\n", - " 82.61\n", - " 156\n", + " 95.15\n", + " 240\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7617,39 +7619,39 @@ " 1\n", " \n", " \n", - " 4791\n", - " 228000000\n", - " 0\n", - " 84.8404\n", - " 13\n", - " 775.0\n", - " 846\n", - " 8\n", + " 7994\n", + " 630000000\n", + " 1\n", + " 84.79\n", + " 7\n", + " 658.0\n", + " 551\n", + " 10\n", " stairway\n", - " 103.41\n", - " 163\n", + " 108.52\n", + " 173\n", " 3.0\n", " 2.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4792\n", - " 340000000\n", + " 7995\n", + " 400000000\n", " 1\n", - " 59.95\n", - " 10\n", - " 1459.0\n", - " 1371\n", - " 13\n", - " corridor\n", - " 88.78\n", - " 557\n", + " 84.98\n", + " 11\n", + " 195.0\n", + " 177\n", + " 3\n", + " stairway\n", + " 108.16\n", + " 41\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", @@ -7657,39 +7659,39 @@ " 1\n", " \n", " \n", - " 4793\n", - " 288000000\n", + " 7996\n", + " 570000000\n", " 1\n", - " 59.94\n", - " 16\n", - " 461.0\n", - " 453\n", - " 6\n", - " corridor\n", - " 81.97\n", - " 177\n", - " 3.0\n", + " 27.68\n", + " 31\n", + " 7876.0\n", + " 5563\n", + " 65\n", + " stairway\n", + " 42.28\n", + " 500\n", + " 1.0\n", " 1.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4794\n", - " 407000000\n", + " 7997\n", + " 600000000\n", " 1\n", - " 84.97\n", - " 5\n", - " 2772.0\n", - " 3322\n", - " 32\n", + " 59.97\n", + " 8\n", + " 329.0\n", + " 348\n", + " 4\n", " stairway\n", - " 113.67\n", - " 876\n", + " 80.55\n", + " 128\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7697,39 +7699,39 @@ " 1\n", " \n", " \n", - " 4795\n", - " 99730000\n", - " 0\n", - " 84.975\n", - " 3\n", - " 422.0\n", - " 424\n", - " 4\n", - " stairway\n", - " 106.74\n", - " 186\n", + " 7998\n", + " 190000000\n", + " 1\n", + " 49.77\n", + " 9\n", + " 2450.0\n", + " 2462\n", + " 16\n", + " corridor\n", + " 72.73\n", + " 1268\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", - " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4796\n", - " 550000000\n", + " 7999\n", + " 315000000\n", " 1\n", - " 84.91\n", - " 3\n", - " 1391.0\n", - " 1606\n", - " 15\n", - " stairway\n", - " 104.75\n", - " 958\n", + " 59.76\n", + " 14\n", + " 1544.0\n", + " 1544\n", + " 9\n", + " corridor\n", + " 83.46\n", + " 558\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7737,19 +7739,19 @@ " 1\n", " \n", " \n", - " 4797\n", - " 550000000\n", + " 8000\n", + " 219500000\n", " 1\n", - " 84.43\n", - " 13\n", - " 1163.0\n", - " 967\n", - " 11\n", - " stairway\n", - " 108.63\n", - " 154\n", - " 3.0\n", + " 47.3\n", + " 1\n", + " 390.0\n", + " 390\n", + " 2\n", + " corridor\n", + " 67.28\n", + " 90\n", " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -7757,17 +7759,17 @@ " 1\n", " \n", " \n", - " 4798\n", - " 215000000\n", - " 0\n", - " 84.6588\n", - " 11\n", - " 918.0\n", - " 712\n", + " 8001\n", + " 360000000\n", + " 1\n", + " 84.95100000000001\n", + " 7\n", + " 1077.0\n", + " 976\n", " 15\n", - " stairway\n", - " 111.48\n", - " 46\n", + " corridor\n", + " 106.77\n", + " 445\n", " 3.0\n", " 2.0\n", " 0\n", @@ -7777,58 +7779,58 @@ " 1\n", " \n", " \n", - " 4799\n", - " 339000000\n", + " 8002\n", + " 205000000\n", " 1\n", - " 84.97\n", - " 20\n", - " 3940.0\n", - " 3003\n", - " 25\n", - " mixed\n", - " 109.57\n", - " 280\n", + " 49.54\n", + " 9\n", + " 893.0\n", + " 2433\n", + " 14\n", + " corridor\n", + " 71.07\n", + " 743\n", " 3.0\n", - " 2.0\n", - " 0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " \n", " \n", - " 4800\n", - " 700000000\n", + " 8003\n", + " 188000000\n", " 1\n", - " 59.55\n", - " 8\n", - " 205.0\n", - " 340\n", - " 2\n", - " stairway\n", - " 91.48\n", - " 340\n", + " 59.96\n", + " 7\n", + " 715.0\n", + " 956\n", + " 6\n", + " corridor\n", + " 82.4\n", + " 956\n", " 3.0\n", " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", - " 4801\n", - " 445000000\n", - " 1\n", - " 110.56\n", - " 5\n", - " 290.0\n", - " 216\n", - " 7\n", + " 8004\n", + " 292000000\n", + " 0\n", + " 109.7847\n", + " 13\n", + " 354.0\n", + " 338\n", + " 4\n", " stairway\n", - " 134.04\n", - " 108\n", - " 3.0\n", + " 134.8\n", + " 56\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -7837,433 +7839,433 @@ " 1\n", " \n", " \n", - " 4802\n", - " 270000000\n", - " 1\n", - " 84.87\n", - " 9\n", - " 1252.0\n", - " 1668\n", - " 18\n", + " 8005\n", + " 248000000\n", + " 0\n", + " 59.955\n", + " 20\n", + " 617.0\n", + " 600\n", + " 6\n", " stairway\n", - " 105.79\n", - " 56\n", + " 80.38\n", + " 200\n", " 3.0\n", - " 2.0\n", + " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", - " 4803\n", - " 93000000\n", + " 8006\n", + " 490000000\n", " 1\n", - " 39.6\n", - " 3\n", - " 486.0\n", - " 1624\n", - " 10\n", - " corridor\n", - " 56.91\n", - " 626\n", + " 84.87\n", + " 1\n", + " 3384.0\n", + " 3404\n", + " 35\n", + " stairway\n", + " 104.58\n", + " 1034\n", + " 3.0\n", " 2.0\n", - " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 0\n", " \n", " \n", "\n", - "

4465 rows × 17 columns

\n", + "

7420 rows × 17 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "30 117000000 0 84.99 22 \n", - "31 150000000 1 59.4 17 \n", - "... ... ... ... ... \n", - "4773 369000000 1 59.993 6 \n", - "4774 140000000 0 52.7659 15 \n", - "4775 558000000 1 84.93 26 \n", - "4776 285000000 1 59.993 2 \n", - "4777 240000000 0 127.845 6 \n", - "4778 317000000 0 84.7841 29 \n", - "4779 365000000 1 84.84 8 \n", - "4780 208500000 1 45.77 9 \n", - "4781 500000000 1 59.9 4 \n", - "4782 242000000 1 59.88 11 \n", - "4783 270000000 1 59.52 12 \n", - "4784 390000000 1 84.92 22 \n", - "4785 1030000000 1 58.08 5 \n", - "4786 415000000 1 68.28 10 \n", - "4787 625000000 1 84.94 16 \n", - "4788 800000000 1 84.87 13 \n", - "4790 373000000 1 59.96 2 \n", - "4791 228000000 0 84.8404 13 \n", - "4792 340000000 1 59.95 10 \n", - "4793 288000000 1 59.94 16 \n", - "4794 407000000 1 84.97 5 \n", - "4795 99730000 0 84.975 3 \n", - "4796 550000000 1 84.91 3 \n", - "4797 550000000 1 84.43 13 \n", - "4798 215000000 0 84.6588 11 \n", - "4799 339000000 1 84.97 20 \n", - "4800 700000000 1 59.55 8 \n", - "4801 445000000 1 110.56 5 \n", - "4802 270000000 1 84.87 9 \n", - "4803 93000000 1 39.6 3 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "0 135000000 0 82.32 4 \n", + "1 145000000 0 59.948 19 \n", + "2 94500000 0 59.92 14 \n", + "3 308000000 0 84.99 16 \n", + "4 538000000 1 59.88 16 \n", + "5 1265000000 1 115.47 3 \n", + "6 206000000 0 84.98 2 \n", + "7 1120000000 1 126.18 7 \n", + "8 382000000 1 84.09 2 \n", + "10 565000000 1 59.9 18 \n", + "11 215600000 0 117.27 1 \n", + "12 214540000 0 117.27 2 \n", + "13 163000000 0 84.99 19 \n", + "14 150000000 0 59.84 9 \n", + "15 1093000000 1 125.58 8 \n", + "16 297000000 1 59.99 10 \n", + "17 357500000 0 125.04 9 \n", + "18 239400000 0 84.99 29 \n", + "19 392000000 0 104.95 20 \n", + "21 184000000 0 84.962 23 \n", + "22 395000000 1 114.99 10 \n", + "23 151000000 0 108.2848 9 \n", + "24 460000000 1 102.634 3 \n", + "25 224000000 1 84.42 2 \n", + "26 430000000 1 59.26 5 \n", + "27 394000000 1 101.95 3 \n", + "28 275000000 0 72.2358 8 \n", + "29 430000000 1 71.17 1 \n", + "30 210000000 1 84.78 1 \n", + "31 190000000 1 39.6 10 \n", + "... ... ... ... ... \n", + "7976 210000000 0 102.52 1 \n", + "7978 302000000 1 59.76 13 \n", + "7979 127000000 0 84.86 3 \n", + "7980 316000000 0 84.6389 4 \n", + "7981 170880000 0 84.9387 4 \n", + "7982 115000000 0 59.38 2 \n", + "7983 240000000 1 37.46 5 \n", + "7984 660000000 1 84.98 4 \n", + "7985 413000000 0 84.73200000000001 14 \n", + "7986 298000000 1 84.98 22 \n", + "7987 227500000 0 84.986 10 \n", + "7988 227500000 0 59.997 25 \n", + "7989 370000000 1 59.145 11 \n", + "7990 678000000 1 84.85 12 \n", + "7991 245000000 1 59.91 12 \n", + "7992 590000000 1 84.708 8 \n", + "7993 308000000 1 84.84 12 \n", + "7994 630000000 1 84.79 7 \n", + "7995 400000000 1 84.98 11 \n", + "7996 570000000 1 27.68 31 \n", + "7997 600000000 1 59.97 8 \n", + "7998 190000000 1 49.77 9 \n", + "7999 315000000 1 59.76 14 \n", + "8000 219500000 1 47.3 1 \n", + "8001 360000000 1 84.95100000000001 7 \n", + "8002 205000000 1 49.54 9 \n", + "8003 188000000 1 59.96 7 \n", + "8004 292000000 0 109.7847 13 \n", + "8005 248000000 0 59.955 20 \n", + "8006 490000000 1 84.87 1 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 1391.0 1606 \n", - "1 7876.0 5563 \n", - "2 857.0 390 \n", - "3 492.0 455 \n", - "4 3930.0 3930 \n", - "5 225.0 343 \n", - "6 2990.0 2182 \n", - "7 169.0 165 \n", - "8 635.0 620 \n", - "9 209.0 194 \n", - "10 1662.0 490 \n", - "11 465.0 387 \n", - "12 1849.0 1691 \n", - "13 3728.0 1631 \n", - "15 1425.0 998 \n", + "0 224.0 200 \n", + "1 1497.0 1280 \n", + "2 559.0 848 \n", + "3 1573.0 1733 \n", + "4 2173.0 2036 \n", + "5 1444.0 1848 \n", + "6 243.0 170 \n", + "7 5540.0 5539 \n", + "8 2366.0 1971 \n", + "10 2776.0 2298 \n", + "11 941.0 652 \n", + "12 1576.0 1112 \n", + "13 3776.0 3382 \n", + "14 514.0 498 \n", + "15 237.0 138 \n", "16 2251.0 2904 \n", - "17 1027.0 847 \n", - "18 1197.0 798 \n", - "19 712.0 705 \n", - "20 156.0 144 \n", - "21 2500.0 5040 \n", - "22 1093.0 1002 \n", - "23 2173.0 2036 \n", - "25 1920.0 960 \n", - "26 321.0 293 \n", - "27 507.0 270 \n", - "28 677.0 603 \n", - "29 994.0 868 \n", - "30 3776.0 3382 \n", - "31 709.0 783 \n", + "17 543.0 431 \n", + "18 1066.0 690 \n", + "19 775.0 490 \n", + "21 1599.0 1270 \n", + "22 1525.0 1281 \n", + "23 87.0 114 \n", + "24 330.0 256 \n", + "25 133.0 167 \n", + "26 893.0 2433 \n", + "27 2251.0 2904 \n", + "28 3400.0 3160 \n", + "29 381.0 708 \n", + "30 659.0 746 \n", + "31 486.0 1624 \n", "... ... ... \n", - "4773 1153.0 850 \n", - "4774 1331.0 1395 \n", - "4775 4890.0 3293 \n", - "4776 1153.0 850 \n", - "4777 379.0 231 \n", - "4778 2446.0 1149 \n", - "4779 2513.0 1224 \n", - "4780 802.0 860 \n", - "4781 382.0 303 \n", - "4782 194.0 202 \n", - "4783 344.0 424 \n", - "4784 397.0 355 \n", - "4785 2500.0 5040 \n", - "4786 285.0 284 \n", - "4787 364.0 333 \n", - "4788 221.0 293 \n", - "4790 1267.0 999 \n", - "4791 775.0 846 \n", - "4792 1459.0 1371 \n", - "4793 461.0 453 \n", - "4794 2772.0 3322 \n", - "4795 422.0 424 \n", - "4796 1391.0 1606 \n", - "4797 1163.0 967 \n", - "4798 918.0 712 \n", - "4799 3940.0 3003 \n", - "4800 205.0 340 \n", - "4801 290.0 216 \n", - "4802 1252.0 1668 \n", - "4803 486.0 1624 \n", + "7976 4515.0 2637 \n", + "7978 2300.0 1981 \n", + "7979 270.0 210 \n", + "7980 4599.0 2752 \n", + "7981 222.0 215 \n", + "7982 85.0 365 \n", + "7983 1120.0 2213 \n", + "7984 1155.0 863 \n", + "7985 625.0 530 \n", + "7986 1525.0 1281 \n", + "7987 166.0 163 \n", + "7988 2716.0 2302 \n", + "7989 338.0 457 \n", + "7990 126.0 111 \n", + "7991 488.0 429 \n", + "7992 178.0 157 \n", + "7993 1200.0 1234 \n", + "7994 658.0 551 \n", + "7995 195.0 177 \n", + "7996 7876.0 5563 \n", + "7997 329.0 348 \n", + "7998 2450.0 2462 \n", + "7999 1544.0 1544 \n", + "8000 390.0 390 \n", + "8001 1077.0 976 \n", + "8002 893.0 2433 \n", + "8003 715.0 956 \n", + "8004 354.0 338 \n", + "8005 617.0 600 \n", + "8006 3384.0 3404 \n", "\n", " apartment_building_count_in_sites front_door_structure supply_area \\\n", - "0 15 stairway 104.75 \n", - "1 65 stairway 109.35 \n", - "2 4 stairway 198.7 \n", - "3 6 stairway 109.81 \n", - "4 30 corridor 112.39 \n", - "5 1 stairway 125.62 \n", - "6 22 stairway 76.62 \n", - "7 1 stairway 111.28 \n", - "8 22 stairway 81.54 \n", - "9 2 stairway 108.79 \n", - "10 2 stairway 244.63 \n", - "11 5 stairway 116.84 \n", - "12 16 stairway 162.74 \n", - "13 3 stairway 147.52 \n", - "15 10 corridor 76.88 \n", - "16 21 stairway 110.76 \n", - "17 10 stairway 85.02 \n", - "18 8 corridor 74.27 \n", - "19 7 stairway 107.51 \n", - "20 2 stairway 106.34 \n", - "21 124 stairway 59.5 \n", - "22 12 stairway 106.79 \n", - "23 19 corridor 85.12 \n", - "25 13 stairway 100.04 \n", - "26 5 stairway 109.66 \n", - "27 2 stairway 155.92 \n", - "28 11 stairway 85.43 \n", - "29 10 stairway 201.31 \n", - "30 35 stairway 104.76 \n", - "31 6 corridor 85.82 \n", + "0 8 corridor 88.51 \n", + "1 11 stairway 85.37 \n", + "2 3 stairway 80.44 \n", + "3 13 stairway 102.69 \n", + "4 19 corridor 85.12 \n", + "5 36 corridor 143.81 \n", + "6 2 stairway 107.32 \n", + "7 122 stairway 161.98 \n", + "8 28 stairway 105.32 \n", + "10 27 stairway 82.54 \n", + "11 11 stairway 155.05 \n", + "12 17 stairway 153.13 \n", + "13 35 stairway 107.48 \n", + "14 5 stairway 79.55 \n", + "15 2 stairway 155.01 \n", + "16 21 corridor 78.18 \n", + "17 3 stairway 156.57 \n", + "18 4 stairway 107.13 \n", + "19 8 stairway 143.48 \n", + "21 13 stairway 106.95 \n", + "22 11 stairway 143.66 \n", + "23 1 stairway 139.1 \n", + "24 4 stairway 127.18 \n", + "25 2 corridor 107.93 \n", + "26 14 corridor 83.26 \n", + "27 21 stairway 132.88 \n", + "28 30 stairway 95.84 \n", + "29 6 stairway 88.59 \n", + "30 5 stairway 108.08 \n", + "31 10 corridor 56.91 \n", "... ... ... ... \n", - "4773 21 stairway 80.97 \n", - "4774 9 corridor 78.49 \n", - "4775 51 stairway 109.64 \n", - "4776 21 stairway 80.97 \n", - "4777 2 stairway 159.2 \n", - "4778 9 stairway 128.83 \n", - "4779 13 stairway 110.48 \n", - "4780 8 corridor 65.69 \n", - "4781 9 stairway 78.51 \n", - "4782 2 stairway 77.35 \n", - "4783 3 corridor 76.44 \n", - "4784 7 stairway 112.66 \n", - "4785 124 stairway 59.5 \n", - "4786 3 stairway 93.51 \n", - "4787 9 stairway 109.81 \n", - "4788 2 stairway 108.05 \n", - "4790 18 stairway 82.61 \n", - "4791 8 stairway 103.41 \n", - "4792 13 corridor 88.78 \n", - "4793 6 corridor 81.97 \n", - "4794 32 stairway 113.67 \n", - "4795 4 stairway 106.74 \n", - "4796 15 stairway 104.75 \n", - "4797 11 stairway 108.63 \n", - "4798 15 stairway 111.48 \n", - "4799 25 mixed 109.57 \n", - "4800 2 stairway 91.48 \n", - "4801 7 stairway 134.04 \n", - "4802 18 stairway 105.79 \n", - "4803 10 corridor 56.91 \n", + "7976 30 stairway 131.85 \n", + "7978 18 corridor 81.14 \n", + "7979 1 stairway 95.59 \n", + "7980 14 stairway 113.65 \n", + "7981 3 stairway 108.64 \n", + "7982 4 stairway 77.68 \n", + "7983 26 stairway 58.24 \n", + "7984 14 stairway 108.76 \n", + "7985 4 stairway 109.15 \n", + "7986 11 stairway 109.36 \n", + "7987 3 stairway 113.91 \n", + "7988 24 stairway 80.72 \n", + "7989 1 corridor 77.96 \n", + "7990 1 stairway 104.7 \n", + "7991 3 corridor 83.31 \n", + "7992 3 stairway 105.22 \n", + "7993 15 stairway 95.15 \n", + "7994 10 stairway 108.52 \n", + "7995 3 stairway 108.16 \n", + "7996 65 stairway 42.28 \n", + "7997 4 stairway 80.55 \n", + "7998 16 corridor 72.73 \n", + "7999 9 corridor 83.46 \n", + "8000 2 corridor 67.28 \n", + "8001 15 corridor 106.77 \n", + "8002 14 corridor 71.07 \n", + "8003 6 corridor 82.4 \n", + "8004 4 stairway 134.8 \n", + "8005 6 stairway 80.38 \n", + "8006 35 stairway 104.58 \n", "\n", " total_household_count_of_area_type room_count bathroom_count \\\n", - "0 958 3.0 2.0 \n", - "1 828 3.0 2.0 \n", - "2 154 3.0 2.0 \n", - "3 78 3.0 2.0 \n", - "4 1170 3.0 1.0 \n", - "5 164 3.0 2.0 \n", - "6 176 3.0 1.0 \n", - "7 60 3.0 2.0 \n", - "8 256 3.0 2.0 \n", - "9 108 3.0 2.0 \n", - "10 62 4.0 2.0 \n", - "11 34 3.0 2.0 \n", - "12 182 4.0 2.0 \n", - "13 2 4.0 2.0 \n", - "15 538 2.0 1.0 \n", - "16 816 3.0 2.0 \n", - "17 76 3.0 2.0 \n", - "18 228 2.0 1.0 \n", - "19 409 3.0 2.0 \n", - "20 120 3.0 2.0 \n", - "21 65 3.0 1.0 \n", - "22 224 3.0 2.0 \n", - "23 895 3.0 1.0 \n", - "25 270 3.0 1.0 \n", - "26 15 3.0 2.0 \n", - "27 112 3.0 2.0 \n", - "28 213 3.0 2.0 \n", - "29 48 4.0 2.0 \n", - "30 500 3.0 2.0 \n", - "31 313 3.0 1.0 \n", + "0 20 3.0 1.0 \n", + "1 168 3.0 1.0 \n", + "2 598 3.0 2.0 \n", + "3 628 3.0 2.0 \n", + "4 895 3.0 1.0 \n", + "5 102 4.0 2.0 \n", + "6 54 3.0 2.0 \n", + "7 76 4.0 2.0 \n", + "8 394 3.0 2.0 \n", + "10 384 3.0 1.0 \n", + "11 187 4.0 2.0 \n", + "12 214 4.0 2.0 \n", + "13 850 3.0 2.0 \n", + "14 160 3.0 1.0 \n", + "15 70 4.0 2.0 \n", + "16 753 3.0 2.0 \n", + "17 86 4.0 2.0 \n", + "18 85 3.0 2.0 \n", + "19 190 4.0 2.0 \n", + "21 300 3.0 2.0 \n", + "22 296 4.0 2.0 \n", + "23 9 3.0 2.0 \n", + "24 19 4.0 2.0 \n", + "25 167 3.0 1.0 \n", + "26 447 3.0 1.0 \n", + "27 278 4.0 2.0 \n", + "28 49 3.0 2.0 \n", + "29 78 3.0 1.0 \n", + "30 283 3.0 2.0 \n", + "31 626 2.0 1.0 \n", "... ... ... ... \n", - "4773 114 3.0 2.0 \n", - "4774 96 1.0 1.0 \n", - "4775 133 3.0 2.0 \n", - "4776 114 3.0 2.0 \n", - "4777 48 4.0 2.0 \n", - "4778 87 3.0 2.0 \n", - "4779 160 3.0 2.0 \n", - "4780 42 2.0 1.0 \n", - "4781 7 3.0 2.0 \n", - "4782 54 3.0 2.0 \n", - "4783 209 3.0 1.0 \n", - "4784 314 3.0 2.0 \n", - "4785 65 3.0 1.0 \n", - "4786 72 3.0 2.0 \n", - "4787 71 3.0 2.0 \n", - "4788 22 3.0 2.0 \n", - "4790 156 3.0 2.0 \n", - "4791 163 3.0 2.0 \n", - "4792 557 3.0 1.0 \n", - "4793 177 3.0 1.0 \n", - "4794 876 3.0 2.0 \n", - "4795 186 3.0 2.0 \n", - "4796 958 3.0 2.0 \n", - "4797 154 3.0 2.0 \n", - "4798 46 3.0 2.0 \n", - "4799 280 3.0 2.0 \n", - "4800 340 3.0 1.0 \n", - "4801 108 3.0 2.0 \n", - "4802 56 3.0 2.0 \n", - "4803 626 2.0 1.0 \n", + "7976 398 3.0 2.0 \n", + "7978 386 3.0 1.0 \n", + "7979 1 3.0 2.0 \n", + "7980 772 3.0 2.0 \n", + "7981 87 3.0 2.0 \n", + "7982 87 3.0 2.0 \n", + "7983 70 3.0 1.0 \n", + "7984 180 3.0 2.0 \n", + "7985 106 3.0 2.0 \n", + "7986 441 3.0 2.0 \n", + "7987 14 3.0 2.0 \n", + "7988 200 2.0 1.0 \n", + "7989 39 1.0 1.0 \n", + "7990 111 3.0 2.0 \n", + "7991 184 3.0 1.0 \n", + "7992 115 3.0 2.0 \n", + "7993 240 3.0 1.0 \n", + "7994 173 3.0 2.0 \n", + "7995 41 3.0 2.0 \n", + "7996 500 1.0 1.0 \n", + "7997 128 3.0 1.0 \n", + "7998 1268 3.0 1.0 \n", + "7999 558 3.0 1.0 \n", + "8000 90 2.0 1.0 \n", + "8001 445 3.0 2.0 \n", + "8002 743 3.0 1.0 \n", + "8003 956 3.0 1.0 \n", + "8004 56 4.0 2.0 \n", + "8005 200 3.0 1.0 \n", + "8006 1034 3.0 2.0 \n", "\n", " heat_fuel_cogeneration heat_fuel_gas heat_type_central \\\n", "0 0 1 0 \n", - "1 1 0 0 \n", + "1 0 1 0 \n", "2 0 1 0 \n", "3 0 1 0 \n", "4 1 0 0 \n", - "5 0 1 0 \n", + "5 1 0 0 \n", "6 0 1 0 \n", - "7 0 1 0 \n", + "7 1 0 0 \n", "8 0 1 0 \n", - "9 0 1 0 \n", - "10 0 1 1 \n", + "10 0 1 0 \n", "11 1 0 0 \n", - "12 0 1 0 \n", + "12 0 1 1 \n", "13 0 1 0 \n", + "14 0 1 0 \n", "15 0 1 0 \n", "16 0 1 0 \n", "17 0 1 0 \n", - "18 0 1 1 \n", + "18 0 1 0 \n", "19 0 1 0 \n", - "20 1 0 0 \n", "21 0 1 0 \n", - "22 1 0 0 \n", - "23 1 0 0 \n", - "25 0 1 1 \n", - "26 0 1 0 \n", + "22 0 1 0 \n", + "23 0 1 0 \n", + "24 0 1 0 \n", + "25 0 1 0 \n", + "26 1 0 0 \n", "27 0 1 0 \n", "28 0 1 0 \n", - "29 0 1 0 \n", + "29 1 0 0 \n", "30 0 1 0 \n", - "31 0 1 1 \n", + "31 1 0 0 \n", "... ... ... ... \n", - "4773 0 1 0 \n", - "4774 0 1 0 \n", - "4775 1 0 0 \n", - "4776 0 1 0 \n", - "4777 0 1 0 \n", - "4778 0 1 0 \n", - "4779 0 1 0 \n", - "4780 0 1 0 \n", - "4781 0 1 0 \n", - "4782 0 1 0 \n", - "4783 0 1 0 \n", - "4784 0 1 0 \n", - "4785 0 1 0 \n", - "4786 0 1 0 \n", - "4787 0 1 0 \n", - "4788 0 1 0 \n", - "4790 0 1 0 \n", - "4791 0 1 0 \n", - "4792 0 1 0 \n", - "4793 0 1 0 \n", - "4794 0 1 0 \n", - "4795 0 1 0 \n", - "4796 0 1 0 \n", - "4797 0 1 0 \n", - "4798 0 1 0 \n", - "4799 0 1 0 \n", - "4800 1 0 0 \n", - "4801 0 1 0 \n", - "4802 1 0 0 \n", - "4803 1 0 0 \n", + "7976 0 1 0 \n", + "7978 1 0 0 \n", + "7979 0 1 0 \n", + "7980 0 1 0 \n", + "7981 0 1 0 \n", + "7982 0 1 0 \n", + "7983 1 0 0 \n", + "7984 0 1 0 \n", + "7985 0 1 0 \n", + "7986 0 1 0 \n", + "7987 0 1 0 \n", + "7988 0 1 0 \n", + "7989 1 0 0 \n", + "7990 0 1 0 \n", + "7991 0 1 0 \n", + "7992 0 1 0 \n", + "7993 0 1 0 \n", + "7994 1 0 0 \n", + "7995 0 1 0 \n", + "7996 1 0 0 \n", + "7997 0 1 0 \n", + "7998 0 1 0 \n", + "7999 0 1 0 \n", + "8000 0 1 0 \n", + "8001 0 1 0 \n", + "8002 1 0 0 \n", + "8003 0 1 0 \n", + "8004 0 1 0 \n", + "8005 0 1 0 \n", + "8006 0 1 0 \n", "\n", " heat_type_district heat_type_individual \n", "0 0 1 \n", - "1 1 0 \n", + "1 0 1 \n", "2 0 1 \n", "3 0 1 \n", "4 1 0 \n", - "5 0 1 \n", + "5 1 0 \n", "6 0 1 \n", - "7 0 1 \n", + "7 1 0 \n", "8 0 1 \n", - "9 0 1 \n", - "10 0 0 \n", + "10 0 1 \n", "11 1 0 \n", - "12 0 1 \n", + "12 0 0 \n", "13 0 1 \n", + "14 0 1 \n", "15 0 1 \n", "16 0 1 \n", - "17 1 0 \n", - "18 0 0 \n", + "17 0 1 \n", + "18 0 1 \n", "19 0 1 \n", - "20 1 0 \n", "21 0 1 \n", - "22 1 0 \n", - "23 1 0 \n", - "25 0 0 \n", - "26 0 1 \n", + "22 0 1 \n", + "23 0 1 \n", + "24 0 1 \n", + "25 0 1 \n", + "26 1 0 \n", "27 0 1 \n", "28 0 1 \n", - "29 0 1 \n", + "29 1 0 \n", "30 0 1 \n", - "31 0 0 \n", + "31 1 0 \n", "... ... ... \n", - "4773 0 1 \n", - "4774 0 1 \n", - "4775 1 0 \n", - "4776 0 1 \n", - "4777 0 1 \n", - "4778 0 1 \n", - "4779 0 1 \n", - "4780 0 1 \n", - "4781 0 1 \n", - "4782 0 1 \n", - "4783 0 1 \n", - "4784 0 1 \n", - "4785 0 1 \n", - "4786 0 1 \n", - "4787 0 1 \n", - "4788 0 1 \n", - "4790 0 1 \n", - "4791 0 1 \n", - "4792 0 1 \n", - "4793 0 1 \n", - "4794 0 1 \n", - "4795 0 1 \n", - "4796 0 1 \n", - "4797 0 1 \n", - "4798 0 1 \n", - "4799 0 1 \n", - "4800 1 0 \n", - "4801 0 1 \n", - "4802 1 0 \n", - "4803 1 0 \n", - "\n", - "[4465 rows x 17 columns]" + "7976 0 1 \n", + "7978 1 0 \n", + "7979 0 1 \n", + "7980 0 1 \n", + "7981 0 1 \n", + "7982 0 1 \n", + "7983 1 0 \n", + "7984 0 1 \n", + "7985 0 1 \n", + "7986 0 1 \n", + "7987 0 1 \n", + "7988 0 1 \n", + "7989 1 0 \n", + "7990 0 1 \n", + "7991 0 1 \n", + "7992 0 1 \n", + "7993 0 1 \n", + "7994 1 0 \n", + "7995 0 1 \n", + "7996 1 0 \n", + "7997 0 1 \n", + "7998 1 0 \n", + "7999 0 1 \n", + "8000 0 1 \n", + "8001 0 1 \n", + "8002 1 0 \n", + "8003 0 1 \n", + "8004 0 1 \n", + "8005 0 1 \n", + "8006 0 1 \n", + "\n", + "[7420 rows x 17 columns]" ] }, - "execution_count": 13, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } @@ -8279,7 +8281,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -8320,155 +8322,155 @@ " \n", " transaction_real_price\n", " 1.000000\n", - " 0.412852\n", - " 0.090538\n", - " 0.212969\n", - " 0.297345\n", - " -0.034087\n", - " 0.279250\n", - " -0.279250\n", - " 0.013258\n", - " 0.274014\n", - " -0.257658\n", + " 0.397635\n", + " 0.096350\n", + " 0.202280\n", + " 0.280351\n", + " -0.022753\n", + " 0.312462\n", + " -0.312462\n", + " 0.021122\n", + " 0.290229\n", + " -0.275350\n", " \n", " \n", " city\n", - " 0.412852\n", + " 0.397635\n", " 1.000000\n", - " -0.181702\n", - " 0.093739\n", - " 0.152031\n", - " 0.026329\n", - " 0.259325\n", - " -0.259325\n", - " 0.107246\n", - " 0.254191\n", - " -0.295416\n", + " -0.181996\n", + " 0.100055\n", + " 0.153349\n", + " 0.029006\n", + " 0.243457\n", + " -0.243457\n", + " 0.128375\n", + " 0.232787\n", + " -0.287922\n", " \n", " \n", " floor\n", - " 0.090538\n", - " -0.181702\n", + " 0.096350\n", + " -0.181996\n", " 1.000000\n", - " 0.111340\n", - " -0.001807\n", - " 0.028362\n", - " -0.064900\n", - " 0.064900\n", - " -0.029545\n", - " -0.068462\n", - " 0.079958\n", + " 0.094683\n", + " -0.011955\n", + " 0.018497\n", + " -0.055589\n", + " 0.055589\n", + " -0.049552\n", + " -0.070715\n", + " 0.093817\n", " \n", " \n", " total_household_count_in_sites\n", - " 0.212969\n", - " 0.093739\n", - " 0.111340\n", + " 0.202280\n", + " 0.100055\n", + " 0.094683\n", " 1.000000\n", - " 0.867192\n", - " 0.514153\n", - " 0.241076\n", - " -0.241076\n", - " 0.093300\n", - " 0.238785\n", - " -0.273089\n", + " 0.856216\n", + " 0.527418\n", + " 0.235859\n", + " -0.235859\n", + " 0.091704\n", + " 0.236382\n", + " -0.269103\n", " \n", " \n", " apartment_building_count_in_sites\n", - " 0.297345\n", - " 0.152031\n", - " -0.001807\n", - " 0.867192\n", + " 0.280351\n", + " 0.153349\n", + " -0.011955\n", + " 0.856216\n", " 1.000000\n", - " 0.413571\n", - " 0.226111\n", - " -0.226111\n", - " 0.027280\n", - " 0.227960\n", - " -0.224006\n", + " 0.426104\n", + " 0.230889\n", + " -0.230889\n", + " 0.021307\n", + " 0.236704\n", + " -0.227025\n", " \n", " \n", " total_household_count_of_area_type\n", - " -0.034087\n", - " 0.026329\n", - " 0.028362\n", - " 0.514153\n", - " 0.413571\n", + " -0.022753\n", + " 0.029006\n", + " 0.018497\n", + " 0.527418\n", + " 0.426104\n", " 1.000000\n", - " 0.098852\n", - " -0.098852\n", - " 0.072139\n", - " 0.095482\n", - " -0.129888\n", + " 0.085438\n", + " -0.085438\n", + " 0.083833\n", + " 0.090550\n", + " -0.132398\n", " \n", " \n", " heat_fuel_cogeneration\n", - " 0.279250\n", - " 0.259325\n", - " -0.064900\n", - " 0.241076\n", - " 0.226111\n", - " 0.098852\n", + " 0.312462\n", + " 0.243457\n", + " -0.055589\n", + " 0.235859\n", + " 0.230889\n", + " 0.085438\n", " 1.000000\n", " -1.000000\n", - " -0.137430\n", - " 0.948811\n", - " -0.783278\n", + " -0.135774\n", + " 0.943167\n", + " -0.771784\n", " \n", " \n", " heat_fuel_gas\n", - " -0.279250\n", - " -0.259325\n", - " 0.064900\n", - " -0.241076\n", - " -0.226111\n", - " -0.098852\n", + " -0.312462\n", + " -0.243457\n", + " 0.055589\n", + " -0.235859\n", + " -0.230889\n", + " -0.085438\n", " -1.000000\n", " 1.000000\n", - " 0.137430\n", - " -0.948811\n", - " 0.783278\n", + " 0.135774\n", + " -0.943167\n", + " 0.771784\n", " \n", " \n", " heat_type_central\n", - " 0.013258\n", - " 0.107246\n", - " -0.029545\n", - " 0.093300\n", - " 0.027280\n", - " 0.072139\n", - " -0.137430\n", - " 0.137430\n", + " 0.021122\n", + " 0.128375\n", + " -0.049552\n", + " 0.091704\n", + " 0.021307\n", + " 0.083833\n", + " -0.135774\n", + " 0.135774\n", " 1.000000\n", - " -0.169715\n", - " -0.439283\n", + " -0.166300\n", + " -0.451382\n", " \n", " \n", " heat_type_district\n", - " 0.274014\n", - " 0.254191\n", - " -0.068462\n", - " 0.238785\n", - " 0.227960\n", - " 0.095482\n", - " 0.948811\n", - " -0.948811\n", - " -0.169715\n", + " 0.290229\n", + " 0.232787\n", + " -0.070715\n", + " 0.236382\n", + " 0.236704\n", + " 0.090550\n", + " 0.943167\n", + " -0.943167\n", + " -0.166300\n", " 1.000000\n", - " -0.810764\n", + " -0.804841\n", " \n", " \n", " heat_type_individual\n", - " -0.257658\n", - " -0.295416\n", - " 0.079958\n", - " -0.273089\n", - " -0.224006\n", - " -0.129888\n", - " -0.783278\n", - " 0.783278\n", - " -0.439283\n", - " -0.810764\n", + " -0.275350\n", + " -0.287922\n", + " 0.093817\n", + " -0.269103\n", + " -0.227025\n", + " -0.132398\n", + " -0.771784\n", + " 0.771784\n", + " -0.451382\n", + " -0.804841\n", " 1.000000\n", " \n", " \n", @@ -8477,98 +8479,98 @@ ], "text/plain": [ " transaction_real_price city \\\n", - "transaction_real_price 1.000000 0.412852 \n", - "city 0.412852 1.000000 \n", - "floor 0.090538 -0.181702 \n", - "total_household_count_in_sites 0.212969 0.093739 \n", - "apartment_building_count_in_sites 0.297345 0.152031 \n", - "total_household_count_of_area_type -0.034087 0.026329 \n", - "heat_fuel_cogeneration 0.279250 0.259325 \n", - "heat_fuel_gas -0.279250 -0.259325 \n", - "heat_type_central 0.013258 0.107246 \n", - "heat_type_district 0.274014 0.254191 \n", - "heat_type_individual -0.257658 -0.295416 \n", + "transaction_real_price 1.000000 0.397635 \n", + "city 0.397635 1.000000 \n", + "floor 0.096350 -0.181996 \n", + "total_household_count_in_sites 0.202280 0.100055 \n", + "apartment_building_count_in_sites 0.280351 0.153349 \n", + "total_household_count_of_area_type -0.022753 0.029006 \n", + "heat_fuel_cogeneration 0.312462 0.243457 \n", + "heat_fuel_gas -0.312462 -0.243457 \n", + "heat_type_central 0.021122 0.128375 \n", + "heat_type_district 0.290229 0.232787 \n", + "heat_type_individual -0.275350 -0.287922 \n", "\n", " floor total_household_count_in_sites \\\n", - "transaction_real_price 0.090538 0.212969 \n", - "city -0.181702 0.093739 \n", - "floor 1.000000 0.111340 \n", - "total_household_count_in_sites 0.111340 1.000000 \n", - "apartment_building_count_in_sites -0.001807 0.867192 \n", - "total_household_count_of_area_type 0.028362 0.514153 \n", - "heat_fuel_cogeneration -0.064900 0.241076 \n", - "heat_fuel_gas 0.064900 -0.241076 \n", - "heat_type_central -0.029545 0.093300 \n", - "heat_type_district -0.068462 0.238785 \n", - "heat_type_individual 0.079958 -0.273089 \n", + "transaction_real_price 0.096350 0.202280 \n", + "city -0.181996 0.100055 \n", + "floor 1.000000 0.094683 \n", + "total_household_count_in_sites 0.094683 1.000000 \n", + "apartment_building_count_in_sites -0.011955 0.856216 \n", + "total_household_count_of_area_type 0.018497 0.527418 \n", + "heat_fuel_cogeneration -0.055589 0.235859 \n", + "heat_fuel_gas 0.055589 -0.235859 \n", + "heat_type_central -0.049552 0.091704 \n", + "heat_type_district -0.070715 0.236382 \n", + "heat_type_individual 0.093817 -0.269103 \n", "\n", " apartment_building_count_in_sites \\\n", - "transaction_real_price 0.297345 \n", - "city 0.152031 \n", - "floor -0.001807 \n", - "total_household_count_in_sites 0.867192 \n", + "transaction_real_price 0.280351 \n", + "city 0.153349 \n", + "floor -0.011955 \n", + "total_household_count_in_sites 0.856216 \n", "apartment_building_count_in_sites 1.000000 \n", - "total_household_count_of_area_type 0.413571 \n", - "heat_fuel_cogeneration 0.226111 \n", - "heat_fuel_gas -0.226111 \n", - "heat_type_central 0.027280 \n", - "heat_type_district 0.227960 \n", - "heat_type_individual -0.224006 \n", + "total_household_count_of_area_type 0.426104 \n", + "heat_fuel_cogeneration 0.230889 \n", + "heat_fuel_gas -0.230889 \n", + "heat_type_central 0.021307 \n", + "heat_type_district 0.236704 \n", + "heat_type_individual -0.227025 \n", "\n", " total_household_count_of_area_type \\\n", - "transaction_real_price -0.034087 \n", - "city 0.026329 \n", - "floor 0.028362 \n", - "total_household_count_in_sites 0.514153 \n", - "apartment_building_count_in_sites 0.413571 \n", + "transaction_real_price -0.022753 \n", + "city 0.029006 \n", + "floor 0.018497 \n", + "total_household_count_in_sites 0.527418 \n", + "apartment_building_count_in_sites 0.426104 \n", "total_household_count_of_area_type 1.000000 \n", - "heat_fuel_cogeneration 0.098852 \n", - "heat_fuel_gas -0.098852 \n", - "heat_type_central 0.072139 \n", - "heat_type_district 0.095482 \n", - "heat_type_individual -0.129888 \n", + "heat_fuel_cogeneration 0.085438 \n", + "heat_fuel_gas -0.085438 \n", + "heat_type_central 0.083833 \n", + "heat_type_district 0.090550 \n", + "heat_type_individual -0.132398 \n", "\n", " heat_fuel_cogeneration heat_fuel_gas \\\n", - "transaction_real_price 0.279250 -0.279250 \n", - "city 0.259325 -0.259325 \n", - "floor -0.064900 0.064900 \n", - "total_household_count_in_sites 0.241076 -0.241076 \n", - "apartment_building_count_in_sites 0.226111 -0.226111 \n", - "total_household_count_of_area_type 0.098852 -0.098852 \n", + "transaction_real_price 0.312462 -0.312462 \n", + "city 0.243457 -0.243457 \n", + "floor -0.055589 0.055589 \n", + "total_household_count_in_sites 0.235859 -0.235859 \n", + "apartment_building_count_in_sites 0.230889 -0.230889 \n", + "total_household_count_of_area_type 0.085438 -0.085438 \n", "heat_fuel_cogeneration 1.000000 -1.000000 \n", "heat_fuel_gas -1.000000 1.000000 \n", - "heat_type_central -0.137430 0.137430 \n", - "heat_type_district 0.948811 -0.948811 \n", - "heat_type_individual -0.783278 0.783278 \n", + "heat_type_central -0.135774 0.135774 \n", + "heat_type_district 0.943167 -0.943167 \n", + "heat_type_individual -0.771784 0.771784 \n", "\n", " heat_type_central heat_type_district \\\n", - "transaction_real_price 0.013258 0.274014 \n", - "city 0.107246 0.254191 \n", - "floor -0.029545 -0.068462 \n", - "total_household_count_in_sites 0.093300 0.238785 \n", - "apartment_building_count_in_sites 0.027280 0.227960 \n", - "total_household_count_of_area_type 0.072139 0.095482 \n", - "heat_fuel_cogeneration -0.137430 0.948811 \n", - "heat_fuel_gas 0.137430 -0.948811 \n", - "heat_type_central 1.000000 -0.169715 \n", - "heat_type_district -0.169715 1.000000 \n", - "heat_type_individual -0.439283 -0.810764 \n", + "transaction_real_price 0.021122 0.290229 \n", + "city 0.128375 0.232787 \n", + "floor -0.049552 -0.070715 \n", + "total_household_count_in_sites 0.091704 0.236382 \n", + "apartment_building_count_in_sites 0.021307 0.236704 \n", + "total_household_count_of_area_type 0.083833 0.090550 \n", + "heat_fuel_cogeneration -0.135774 0.943167 \n", + "heat_fuel_gas 0.135774 -0.943167 \n", + "heat_type_central 1.000000 -0.166300 \n", + "heat_type_district -0.166300 1.000000 \n", + "heat_type_individual -0.451382 -0.804841 \n", "\n", " heat_type_individual \n", - "transaction_real_price -0.257658 \n", - "city -0.295416 \n", - "floor 0.079958 \n", - "total_household_count_in_sites -0.273089 \n", - "apartment_building_count_in_sites -0.224006 \n", - "total_household_count_of_area_type -0.129888 \n", - "heat_fuel_cogeneration -0.783278 \n", - "heat_fuel_gas 0.783278 \n", - "heat_type_central -0.439283 \n", - "heat_type_district -0.810764 \n", + "transaction_real_price -0.275350 \n", + "city -0.287922 \n", + "floor 0.093817 \n", + "total_household_count_in_sites -0.269103 \n", + "apartment_building_count_in_sites -0.227025 \n", + "total_household_count_of_area_type -0.132398 \n", + "heat_fuel_cogeneration -0.771784 \n", + "heat_fuel_gas 0.771784 \n", + "heat_type_central -0.451382 \n", + "heat_type_district -0.804841 \n", "heat_type_individual 1.000000 " ] }, - "execution_count": 14, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -8579,7 +8581,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 48, "metadata": {}, "outputs": [ { @@ -8627,59 +8629,59 @@ " \n", " \n", " 0\n", - " 570000000\n", - " 1\n", - " 84.91\n", - " 15\n", - " 1391.0\n", - " 1606\n", - " 15\n", - " 104.75\n", - " 958\n", + " 135000000\n", + " 0\n", + " 82.32\n", + " 4\n", + " 224.0\n", + " 200\n", + " 8\n", + " 88.51\n", + " 20\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", " 1\n", - " 1050000000\n", - " 1\n", - " 84.99\n", - " 17\n", - " 7876.0\n", - " 5563\n", - " 65\n", - " 109.35\n", - " 828\n", + " 145000000\n", + " 0\n", + " 59.948\n", + " 19\n", + " 1497.0\n", + " 1280\n", + " 11\n", + " 85.37\n", + " 168\n", " 3.0\n", - " 2.0\n", + " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 0\n", " 1\n", " \n", " \n", " 2\n", - " 586050000\n", + " 94500000\n", " 0\n", - " 156.7997\n", - " 13\n", - " 857.0\n", - " 390\n", - " 4\n", - " 198.7\n", - " 154\n", + " 59.92\n", + " 14\n", + " 559.0\n", + " 848\n", + " 3\n", + " 80.44\n", + " 598\n", " 3.0\n", " 2.0\n", " 0\n", @@ -8693,15 +8695,15 @@ " \n", " \n", " 3\n", - " 389370000\n", - " 1\n", - " 84.93\n", - " 9\n", - " 492.0\n", - " 455\n", - " 6\n", - " 109.81\n", - " 78\n", + " 308000000\n", + " 0\n", + " 84.99\n", + " 16\n", + " 1573.0\n", + " 1733\n", + " 13\n", + " 102.69\n", + " 628\n", " 3.0\n", " 2.0\n", " 0\n", @@ -8715,15 +8717,15 @@ " \n", " \n", " 4\n", - " 1130000000\n", + " 538000000\n", " 1\n", - " 76.5\n", - " 6\n", - " 3930.0\n", - " 3930\n", - " 30\n", - " 112.39\n", - " 1170\n", + " 59.88\n", + " 16\n", + " 2173.0\n", + " 2036\n", + " 19\n", + " 85.12\n", + " 895\n", " 3.0\n", " 1.0\n", " 1\n", @@ -8737,59 +8739,37 @@ " \n", " \n", " 5\n", - " 128000000\n", - " 0\n", - " 84.92\n", - " 10\n", - " 225.0\n", - " 343\n", + " 1265000000\n", " 1\n", - " 125.62\n", - " 164\n", - " 3.0\n", + " 115.47\n", + " 3\n", + " 1444.0\n", + " 1848\n", + " 36\n", + " 143.81\n", + " 102\n", + " 4.0\n", " 2.0\n", - " 0\n", - " 1\n", - " 0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " \n", - " \n", - " 6\n", - " 350000000\n", - " 1\n", - " 59.54\n", - " 26\n", - " 2990.0\n", - " 2182\n", - " 22\n", - " 76.62\n", - " 176\n", - " 3.0\n", - " 1.0\n", - " 0\n", - " 1\n", - " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 7\n", - " 305000000\n", - " 1\n", - " 84.96\n", - " 9\n", - " 169.0\n", - " 165\n", - " 1\n", - " 111.28\n", - " 60\n", + " 6\n", + " 206000000\n", + " 0\n", + " 84.98\n", + " 2\n", + " 243.0\n", + " 170\n", + " 2\n", + " 107.32\n", + " 54\n", " 3.0\n", " 2.0\n", " 0\n", @@ -8802,38 +8782,38 @@ " 1\n", " \n", " \n", - " 8\n", - " 315000000\n", + " 7\n", + " 1120000000\n", " 1\n", - " 60.053999999999995\n", - " 4\n", - " 635.0\n", - " 620\n", - " 22\n", - " 81.54\n", - " 256\n", - " 3.0\n", + " 126.18\n", + " 7\n", + " 5540.0\n", + " 5539\n", + " 122\n", + " 161.98\n", + " 76\n", + " 4.0\n", " 2.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", + " 0\n", " 1\n", " \n", " \n", - " 9\n", - " 350000000\n", + " 8\n", + " 382000000\n", " 1\n", - " 84.99\n", - " 6\n", - " 209.0\n", - " 194\n", + " 84.09\n", " 2\n", - " 108.79\n", - " 108\n", + " 2366.0\n", + " 1971\n", + " 28\n", + " 105.32\n", + " 394\n", " 3.0\n", " 2.0\n", " 0\n", @@ -8847,38 +8827,38 @@ " \n", " \n", " 10\n", - " 1400000000\n", + " 565000000\n", " 1\n", - " 177.255\n", + " 59.9\n", " 18\n", - " 1662.0\n", - " 490\n", - " 2\n", - " 244.63\n", - " 62\n", - " 4.0\n", - " 2.0\n", + " 2776.0\n", + " 2298\n", + " 27\n", + " 82.54\n", + " 384\n", + " 3.0\n", + " 1.0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " 0\n", " 0\n", " 1\n", " \n", " \n", " 11\n", - " 480000000\n", + " 215600000\n", + " 0\n", + " 117.27\n", " 1\n", - " 84.51\n", - " 2\n", - " 465.0\n", - " 387\n", - " 5\n", - " 116.84\n", - " 34\n", - " 3.0\n", + " 941.0\n", + " 652\n", + " 11\n", + " 155.05\n", + " 187\n", + " 4.0\n", " 2.0\n", " 1\n", " 0\n", @@ -8891,38 +8871,38 @@ " \n", " \n", " 12\n", - " 350000000\n", + " 214540000\n", " 0\n", - " 134.92\n", - " 9\n", - " 1849.0\n", - " 1691\n", - " 16\n", - " 162.74\n", - " 182\n", + " 117.27\n", + " 2\n", + " 1576.0\n", + " 1112\n", + " 17\n", + " 153.13\n", + " 214\n", " 4.0\n", " 2.0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " 0\n", " 0\n", " 1\n", " \n", " \n", " 13\n", - " 720000000\n", + " 163000000\n", " 0\n", - " 98.55\n", - " 33\n", - " 3728.0\n", - " 1631\n", - " 3\n", - " 147.52\n", - " 2\n", - " 4.0\n", + " 84.99\n", + " 19\n", + " 3776.0\n", + " 3382\n", + " 35\n", + " 107.48\n", + " 850\n", + " 3.0\n", " 2.0\n", " 0\n", " 1\n", @@ -8934,38 +8914,60 @@ " 1\n", " \n", " \n", + " 14\n", + " 150000000\n", + " 0\n", + " 59.84\n", + " 9\n", + " 514.0\n", + " 498\n", + " 5\n", + " 79.55\n", + " 160\n", + " 3.0\n", + " 1.0\n", + " 0\n", + " 1\n", + " 0\n", + " 0\n", + " 1\n", + " 0\n", + " 0\n", + " 1\n", + " \n", + " \n", " 15\n", - " 260000000\n", + " 1093000000\n", " 1\n", - " 60.06\n", - " 6\n", - " 1425.0\n", - " 998\n", - " 10\n", - " 76.88\n", - " 538\n", + " 125.58\n", + " 8\n", + " 237.0\n", + " 138\n", + " 2\n", + " 155.01\n", + " 70\n", + " 4.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", " 16\n", - " 460000000\n", + " 297000000\n", " 1\n", - " 84.99\n", - " 9\n", + " 59.99\n", + " 10\n", " 2251.0\n", " 2904\n", " 21\n", - " 110.76\n", - " 816\n", + " 78.18\n", + " 753\n", " 3.0\n", " 2.0\n", " 0\n", @@ -8973,66 +8975,66 @@ " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", " 17\n", - " 685000000\n", - " 1\n", - " 59.99\n", - " 2\n", - " 1027.0\n", - " 847\n", - " 10\n", - " 85.02\n", - " 76\n", - " 3.0\n", + " 357500000\n", + " 0\n", + " 125.04\n", + " 9\n", + " 543.0\n", + " 431\n", + " 3\n", + " 156.57\n", + " 86\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", " 0\n", - " 1\n", " 0\n", + " 1\n", " 0\n", " 0\n", " 1\n", " \n", " \n", " 18\n", - " 175000000\n", + " 239400000\n", " 0\n", - " 57.0\n", - " 2\n", - " 1197.0\n", - " 798\n", - " 8\n", - " 74.27\n", - " 228\n", + " 84.99\n", + " 29\n", + " 1066.0\n", + " 690\n", + " 4\n", + " 107.13\n", + " 85\n", + " 3.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", " 19\n", - " 164000000\n", + " 392000000\n", " 0\n", - " 84.7504\n", - " 7\n", - " 712.0\n", - " 705\n", - " 7\n", - " 107.51\n", - " 409\n", - " 3.0\n", + " 104.95\n", + " 20\n", + " 775.0\n", + " 490\n", + " 8\n", + " 143.48\n", + " 190\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -9044,40 +9046,40 @@ " 1\n", " \n", " \n", - " 20\n", - " 580000000\n", - " 1\n", - " 84.3\n", - " 7\n", - " 156.0\n", - " 144\n", - " 2\n", - " 106.34\n", - " 120\n", + " 21\n", + " 184000000\n", + " 0\n", + " 84.962\n", + " 23\n", + " 1599.0\n", + " 1270\n", + " 13\n", + " 106.95\n", + " 300\n", " 3.0\n", " 2.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 0\n", " 1\n", " \n", " \n", - " 21\n", - " 1247000000\n", + " 22\n", + " 395000000\n", " 1\n", - " 58.08\n", - " 3\n", - " 2500.0\n", - " 5040\n", - " 124\n", - " 59.5\n", - " 65\n", - " 3.0\n", - " 1.0\n", + " 114.99\n", + " 10\n", + " 1525.0\n", + " 1281\n", + " 11\n", + " 143.66\n", + " 296\n", + " 4.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", @@ -9088,105 +9090,105 @@ " 1\n", " \n", " \n", - " 22\n", - " 200000000\n", + " 23\n", + " 151000000\n", " 0\n", - " 84.962\n", - " 13\n", - " 1093.0\n", - " 1002\n", - " 12\n", - " 106.79\n", - " 224\n", + " 108.2848\n", + " 9\n", + " 87.0\n", + " 114\n", + " 1\n", + " 139.1\n", + " 9\n", " 3.0\n", " 2.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 0\n", " 1\n", " \n", " \n", - " 23\n", - " 950000000\n", + " 24\n", + " 460000000\n", " 1\n", - " 59.88\n", - " 22\n", - " 2173.0\n", - " 2036\n", + " 102.634\n", + " 3\n", + " 330.0\n", + " 256\n", + " 4\n", + " 127.18\n", " 19\n", - " 85.12\n", - " 895\n", - " 3.0\n", - " 1.0\n", - " 1\n", - " 0\n", + " 4.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", + " 0\n", " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", " 25\n", - " 590000000\n", + " 224000000\n", " 1\n", - " 83.475\n", - " 9\n", - " 1920.0\n", - " 960\n", - " 13\n", - " 100.04\n", - " 270\n", + " 84.42\n", + " 2\n", + " 133.0\n", + " 167\n", + " 2\n", + " 107.93\n", + " 167\n", " 3.0\n", " 1.0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", " 26\n", - " 449000000\n", + " 430000000\n", " 1\n", - " 84.98\n", - " 4\n", - " 321.0\n", - " 293\n", + " 59.26\n", " 5\n", - " 109.66\n", - " 15\n", + " 893.0\n", + " 2433\n", + " 14\n", + " 83.26\n", + " 447\n", " 3.0\n", - " 2.0\n", - " 0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", - " 0\n", " 1\n", + " 0\n", + " 0\n", " \n", " \n", " 27\n", - " 325330000\n", - " 0\n", - " 115.28\n", - " 26\n", - " 507.0\n", - " 270\n", - " 2\n", - " 155.92\n", - " 112\n", - " 3.0\n", + " 394000000\n", + " 1\n", + " 101.95\n", + " 3\n", + " 2251.0\n", + " 2904\n", + " 21\n", + " 132.88\n", + " 278\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -9199,15 +9201,15 @@ " \n", " \n", " 28\n", - " 495000000\n", - " 1\n", - " 59.817\n", - " 6\n", - " 677.0\n", - " 603\n", - " 11\n", - " 85.43\n", - " 213\n", + " 275000000\n", + " 0\n", + " 72.2358\n", + " 8\n", + " 3400.0\n", + " 3160\n", + " 30\n", + " 95.84\n", + " 49\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9221,37 +9223,37 @@ " \n", " \n", " 29\n", - " 250000000\n", - " 0\n", - " 167.66\n", - " 8\n", - " 994.0\n", - " 868\n", - " 10\n", - " 201.31\n", - " 48\n", - " 4.0\n", - " 2.0\n", - " 0\n", + " 430000000\n", + " 1\n", + " 71.17\n", + " 1\n", + " 381.0\n", + " 708\n", + " 6\n", + " 88.59\n", + " 78\n", + " 3.0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", + " 0\n", " 1\n", " \n", " \n", " 30\n", - " 117000000\n", - " 0\n", - " 84.99\n", - " 22\n", - " 3776.0\n", - " 3382\n", - " 35\n", - " 104.76\n", - " 500\n", + " 210000000\n", + " 1\n", + " 84.78\n", + " 1\n", + " 659.0\n", + " 746\n", + " 5\n", + " 108.08\n", + " 283\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9265,24 +9267,24 @@ " \n", " \n", " 31\n", - " 150000000\n", + " 190000000\n", " 1\n", - " 59.4\n", - " 17\n", - " 709.0\n", - " 783\n", - " 6\n", - " 85.82\n", - " 313\n", - " 3.0\n", + " 39.6\n", + " 10\n", + " 486.0\n", + " 1624\n", + " 10\n", + " 56.91\n", + " 626\n", + " 2.0\n", " 1.0\n", - " 0\n", - " 1\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", + " 1\n", + " 0\n", " 0\n", " \n", " \n", @@ -9308,16 +9310,16 @@ " ...\n", " \n", " \n", - " 4773\n", - " 369000000\n", + " 7976\n", + " 210000000\n", + " 0\n", + " 102.52\n", " 1\n", - " 59.993\n", - " 6\n", - " 1153.0\n", - " 850\n", - " 21\n", - " 80.97\n", - " 114\n", + " 4515.0\n", + " 2637\n", + " 30\n", + " 131.85\n", + " 398\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9330,60 +9332,60 @@ " 1\n", " \n", " \n", - " 4774\n", - " 140000000\n", - " 0\n", - " 52.7659\n", - " 15\n", - " 1331.0\n", - " 1395\n", - " 9\n", - " 78.49\n", - " 96\n", - " 1.0\n", + " 7978\n", + " 302000000\n", + " 1\n", + " 59.76\n", + " 13\n", + " 2300.0\n", + " 1981\n", + " 18\n", + " 81.14\n", + " 386\n", + " 3.0\n", " 1.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 0\n", " 1\n", " 0\n", " 0\n", " \n", " \n", - " 4775\n", - " 558000000\n", + " 7979\n", + " 127000000\n", + " 0\n", + " 84.86\n", + " 3\n", + " 270.0\n", + " 210\n", + " 1\n", + " 95.59\n", " 1\n", - " 84.93\n", - " 26\n", - " 4890.0\n", - " 3293\n", - " 51\n", - " 109.64\n", - " 133\n", " 3.0\n", " 2.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 0\n", " 1\n", " \n", " \n", - " 4776\n", - " 285000000\n", - " 1\n", - " 59.993\n", - " 2\n", - " 1153.0\n", - " 850\n", - " 21\n", - " 80.97\n", - " 114\n", + " 7980\n", + " 316000000\n", + " 0\n", + " 84.6389\n", + " 4\n", + " 4599.0\n", + " 2752\n", + " 14\n", + " 113.65\n", + " 772\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9396,17 +9398,17 @@ " 1\n", " \n", " \n", - " 4777\n", - " 240000000\n", + " 7981\n", + " 170880000\n", " 0\n", - " 127.845\n", - " 6\n", - " 379.0\n", - " 231\n", - " 2\n", - " 159.2\n", - " 48\n", - " 4.0\n", + " 84.9387\n", + " 4\n", + " 222.0\n", + " 215\n", + " 3\n", + " 108.64\n", + " 87\n", + " 3.0\n", " 2.0\n", " 0\n", " 1\n", @@ -9418,15 +9420,15 @@ " 1\n", " \n", " \n", - " 4778\n", - " 317000000\n", + " 7982\n", + " 115000000\n", " 0\n", - " 84.7841\n", - " 29\n", - " 2446.0\n", - " 1149\n", - " 9\n", - " 128.83\n", + " 59.38\n", + " 2\n", + " 85.0\n", + " 365\n", + " 4\n", + " 77.68\n", " 87\n", " 3.0\n", " 2.0\n", @@ -9440,60 +9442,60 @@ " 1\n", " \n", " \n", - " 4779\n", - " 365000000\n", + " 7983\n", + " 240000000\n", " 1\n", - " 84.84\n", - " 8\n", - " 2513.0\n", - " 1224\n", - " 13\n", - " 110.48\n", - " 160\n", + " 37.46\n", + " 5\n", + " 1120.0\n", + " 2213\n", + " 26\n", + " 58.24\n", + " 70\n", " 3.0\n", - " 2.0\n", - " 0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", + " 0\n", " 1\n", " \n", " \n", - " 4780\n", - " 208500000\n", + " 7984\n", + " 660000000\n", " 1\n", - " 45.77\n", - " 9\n", - " 802.0\n", - " 860\n", - " 8\n", - " 65.69\n", - " 42\n", + " 84.98\n", + " 4\n", + " 1155.0\n", + " 863\n", + " 14\n", + " 108.76\n", + " 180\n", + " 3.0\n", " 2.0\n", - " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", - " 4781\n", - " 500000000\n", - " 1\n", - " 59.9\n", + " 7985\n", + " 413000000\n", + " 0\n", + " 84.73200000000001\n", + " 14\n", + " 625.0\n", + " 530\n", " 4\n", - " 382.0\n", - " 303\n", - " 9\n", - " 78.51\n", - " 7\n", + " 109.15\n", + " 106\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9506,16 +9508,16 @@ " 1\n", " \n", " \n", - " 4782\n", - " 242000000\n", + " 7986\n", + " 298000000\n", " 1\n", - " 59.88\n", + " 84.98\n", + " 22\n", + " 1525.0\n", + " 1281\n", " 11\n", - " 194.0\n", - " 202\n", - " 2\n", - " 77.35\n", - " 54\n", + " 109.36\n", + " 441\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9528,40 +9530,40 @@ " 1\n", " \n", " \n", - " 4783\n", - " 270000000\n", - " 1\n", - " 59.52\n", - " 12\n", - " 344.0\n", - " 424\n", + " 7987\n", + " 227500000\n", + " 0\n", + " 84.986\n", + " 10\n", + " 166.0\n", + " 163\n", " 3\n", - " 76.44\n", - " 209\n", + " 113.91\n", + " 14\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", - " 4784\n", - " 390000000\n", - " 1\n", - " 84.92\n", - " 22\n", - " 397.0\n", - " 355\n", - " 7\n", - " 112.66\n", - " 314\n", - " 3.0\n", + " 7988\n", + " 227500000\n", + " 0\n", + " 59.997\n", + " 25\n", + " 2716.0\n", + " 2302\n", + " 24\n", + " 80.72\n", + " 200\n", " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -9572,38 +9574,38 @@ " 1\n", " \n", " \n", - " 4785\n", - " 1030000000\n", + " 7989\n", + " 370000000\n", " 1\n", - " 58.08\n", - " 5\n", - " 2500.0\n", - " 5040\n", - " 124\n", - " 59.5\n", - " 65\n", - " 3.0\n", + " 59.145\n", + " 11\n", + " 338.0\n", + " 457\n", + " 1\n", + " 77.96\n", + " 39\n", + " 1.0\n", " 1.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", - " 0\n", " 1\n", + " 0\n", + " 0\n", " \n", " \n", - " 4786\n", - " 415000000\n", + " 7990\n", + " 678000000\n", " 1\n", - " 68.28\n", - " 10\n", - " 285.0\n", - " 284\n", - " 3\n", - " 93.51\n", - " 72\n", + " 84.85\n", + " 12\n", + " 126.0\n", + " 111\n", + " 1\n", + " 104.7\n", + " 111\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9616,38 +9618,38 @@ " 1\n", " \n", " \n", - " 4787\n", - " 625000000\n", + " 7991\n", + " 245000000\n", " 1\n", - " 84.94\n", - " 16\n", - " 364.0\n", - " 333\n", - " 9\n", - " 109.81\n", - " 71\n", + " 59.91\n", + " 12\n", + " 488.0\n", + " 429\n", + " 3\n", + " 83.31\n", + " 184\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 4788\n", - " 800000000\n", + " 7992\n", + " 590000000\n", " 1\n", - " 84.87\n", - " 13\n", - " 221.0\n", - " 293\n", - " 2\n", - " 108.05\n", - " 22\n", + " 84.708\n", + " 8\n", + " 178.0\n", + " 157\n", + " 3\n", + " 105.22\n", + " 115\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9660,18 +9662,18 @@ " 1\n", " \n", " \n", - " 4790\n", - " 373000000\n", + " 7993\n", + " 308000000\n", " 1\n", - " 59.96\n", - " 2\n", - " 1267.0\n", - " 999\n", - " 18\n", - " 82.61\n", - " 156\n", + " 84.84\n", + " 12\n", + " 1200.0\n", + " 1234\n", + " 15\n", + " 95.15\n", + " 240\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -9682,84 +9684,84 @@ " 1\n", " \n", " \n", - " 4791\n", - " 228000000\n", - " 0\n", - " 84.8404\n", - " 13\n", - " 775.0\n", - " 846\n", - " 8\n", - " 103.41\n", - " 163\n", + " 7994\n", + " 630000000\n", + " 1\n", + " 84.79\n", + " 7\n", + " 658.0\n", + " 551\n", + " 10\n", + " 108.52\n", + " 173\n", " 3.0\n", " 2.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", + " 0\n", " 1\n", " \n", " \n", - " 4792\n", - " 340000000\n", + " 7995\n", + " 400000000\n", " 1\n", - " 59.95\n", - " 10\n", - " 1459.0\n", - " 1371\n", - " 13\n", - " 88.78\n", - " 557\n", + " 84.98\n", + " 11\n", + " 195.0\n", + " 177\n", + " 3\n", + " 108.16\n", + " 41\n", " 3.0\n", - " 1.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", - " 4793\n", - " 288000000\n", + " 7996\n", + " 570000000\n", " 1\n", - " 59.94\n", - " 16\n", - " 461.0\n", - " 453\n", - " 6\n", - " 81.97\n", - " 177\n", - " 3.0\n", + " 27.68\n", + " 31\n", + " 7876.0\n", + " 5563\n", + " 65\n", + " 42.28\n", + " 500\n", + " 1.0\n", " 1.0\n", - " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", - " 1\n", " 0\n", " 0\n", + " 0\n", + " 1\n", " \n", " \n", - " 4794\n", - " 407000000\n", + " 7997\n", + " 600000000\n", " 1\n", - " 84.97\n", - " 5\n", - " 2772.0\n", - " 3322\n", - " 32\n", - " 113.67\n", - " 876\n", + " 59.97\n", + " 8\n", + " 329.0\n", + " 348\n", + " 4\n", + " 80.55\n", + " 128\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", @@ -9770,82 +9772,82 @@ " 1\n", " \n", " \n", - " 4795\n", - " 99730000\n", - " 0\n", - " 84.975\n", - " 3\n", - " 422.0\n", - " 424\n", - " 4\n", - " 106.74\n", - " 186\n", + " 7998\n", + " 190000000\n", + " 1\n", + " 49.77\n", + " 9\n", + " 2450.0\n", + " 2462\n", + " 16\n", + " 72.73\n", + " 1268\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", + " 1\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 4796\n", - " 550000000\n", + " 7999\n", + " 315000000\n", " 1\n", - " 84.91\n", - " 3\n", - " 1391.0\n", - " 1606\n", - " 15\n", - " 104.75\n", - " 958\n", + " 59.76\n", + " 14\n", + " 1544.0\n", + " 1544\n", + " 9\n", + " 83.46\n", + " 558\n", " 3.0\n", - " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 4797\n", - " 550000000\n", + " 8000\n", + " 219500000\n", " 1\n", - " 84.43\n", - " 13\n", - " 1163.0\n", - " 967\n", - " 11\n", - " 108.63\n", - " 154\n", - " 3.0\n", + " 47.3\n", + " 1\n", + " 390.0\n", + " 390\n", + " 2\n", + " 67.28\n", + " 90\n", " 2.0\n", + " 1.0\n", " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 4798\n", - " 215000000\n", - " 0\n", - " 84.6588\n", - " 11\n", - " 918.0\n", - " 712\n", + " 8001\n", + " 360000000\n", + " 1\n", + " 84.95100000000001\n", + " 7\n", + " 1077.0\n", + " 976\n", " 15\n", - " 111.48\n", - " 46\n", + " 106.77\n", + " 445\n", " 3.0\n", " 2.0\n", " 0\n", @@ -9853,24 +9855,23 @@ " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 1\n", " \n", " \n", - " 4799\n", - " 339000000\n", + " 8002\n", + " 205000000\n", " 1\n", - " 84.97\n", - " 20\n", - " 3940.0\n", - " 3003\n", - " 25\n", - " 109.57\n", - " 280\n", + " 49.54\n", + " 9\n", + " 893.0\n", + " 2433\n", + " 14\n", + " 71.07\n", + " 743\n", " 3.0\n", - " 2.0\n", - " 0\n", + " 1.0\n", " 1\n", " 0\n", " 0\n", @@ -9878,41 +9879,42 @@ " 0\n", " 1\n", " 0\n", + " 0\n", " \n", " \n", - " 4800\n", - " 700000000\n", + " 8003\n", + " 188000000\n", " 1\n", - " 59.55\n", - " 8\n", - " 205.0\n", - " 340\n", - " 2\n", - " 91.48\n", - " 340\n", + " 59.96\n", + " 7\n", + " 715.0\n", + " 956\n", + " 6\n", + " 82.4\n", + " 956\n", " 3.0\n", " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", + " 1\n", " 0\n", " 0\n", - " 0\n", - " 1\n", " \n", " \n", - " 4801\n", - " 445000000\n", - " 1\n", - " 110.56\n", - " 5\n", - " 290.0\n", - " 216\n", - " 7\n", - " 134.04\n", - " 108\n", - " 3.0\n", + " 8004\n", + " 292000000\n", + " 0\n", + " 109.7847\n", + " 13\n", + " 354.0\n", + " 338\n", + " 4\n", + " 134.8\n", + " 56\n", + " 4.0\n", " 2.0\n", " 0\n", " 1\n", @@ -9924,500 +9926,500 @@ " 1\n", " \n", " \n", - " 4802\n", - " 270000000\n", - " 1\n", - " 84.87\n", - " 9\n", - " 1252.0\n", - " 1668\n", - " 18\n", - " 105.79\n", - " 56\n", + " 8005\n", + " 248000000\n", + " 0\n", + " 59.955\n", + " 20\n", + " 617.0\n", + " 600\n", + " 6\n", + " 80.38\n", + " 200\n", " 3.0\n", - " 2.0\n", + " 1.0\n", + " 0\n", " 1\n", " 0\n", " 0\n", " 1\n", " 0\n", " 0\n", - " 0\n", " 1\n", " \n", " \n", - " 4803\n", - " 93000000\n", + " 8006\n", + " 490000000\n", " 1\n", - " 39.6\n", - " 3\n", - " 486.0\n", - " 1624\n", - " 10\n", - " 56.91\n", - " 626\n", - " 2.0\n", - " 1.0\n", + " 84.87\n", " 1\n", - " 0\n", + " 3384.0\n", + " 3404\n", + " 35\n", + " 104.58\n", + " 1034\n", + " 3.0\n", + " 2.0\n", " 0\n", " 1\n", " 0\n", + " 0\n", " 1\n", " 0\n", " 0\n", + " 1\n", " \n", " \n", "\n", - "

4465 rows × 19 columns

\n", + "

7420 rows × 19 columns

\n", "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 570000000 1 84.91 15 \n", - "1 1050000000 1 84.99 17 \n", - "2 586050000 0 156.7997 13 \n", - "3 389370000 1 84.93 9 \n", - "4 1130000000 1 76.5 6 \n", - "5 128000000 0 84.92 10 \n", - "6 350000000 1 59.54 26 \n", - "7 305000000 1 84.96 9 \n", - "8 315000000 1 60.053999999999995 4 \n", - "9 350000000 1 84.99 6 \n", - "10 1400000000 1 177.255 18 \n", - "11 480000000 1 84.51 2 \n", - "12 350000000 0 134.92 9 \n", - "13 720000000 0 98.55 33 \n", - "15 260000000 1 60.06 6 \n", - "16 460000000 1 84.99 9 \n", - "17 685000000 1 59.99 2 \n", - "18 175000000 0 57.0 2 \n", - "19 164000000 0 84.7504 7 \n", - "20 580000000 1 84.3 7 \n", - "21 1247000000 1 58.08 3 \n", - "22 200000000 0 84.962 13 \n", - "23 950000000 1 59.88 22 \n", - "25 590000000 1 83.475 9 \n", - "26 449000000 1 84.98 4 \n", - "27 325330000 0 115.28 26 \n", - "28 495000000 1 59.817 6 \n", - "29 250000000 0 167.66 8 \n", - "30 117000000 0 84.99 22 \n", - "31 150000000 1 59.4 17 \n", - "... ... ... ... ... \n", - "4773 369000000 1 59.993 6 \n", - "4774 140000000 0 52.7659 15 \n", - "4775 558000000 1 84.93 26 \n", - "4776 285000000 1 59.993 2 \n", - "4777 240000000 0 127.845 6 \n", - "4778 317000000 0 84.7841 29 \n", - "4779 365000000 1 84.84 8 \n", - "4780 208500000 1 45.77 9 \n", - "4781 500000000 1 59.9 4 \n", - "4782 242000000 1 59.88 11 \n", - "4783 270000000 1 59.52 12 \n", - "4784 390000000 1 84.92 22 \n", - "4785 1030000000 1 58.08 5 \n", - "4786 415000000 1 68.28 10 \n", - "4787 625000000 1 84.94 16 \n", - "4788 800000000 1 84.87 13 \n", - "4790 373000000 1 59.96 2 \n", - "4791 228000000 0 84.8404 13 \n", - "4792 340000000 1 59.95 10 \n", - "4793 288000000 1 59.94 16 \n", - "4794 407000000 1 84.97 5 \n", - "4795 99730000 0 84.975 3 \n", - "4796 550000000 1 84.91 3 \n", - "4797 550000000 1 84.43 13 \n", - "4798 215000000 0 84.6588 11 \n", - "4799 339000000 1 84.97 20 \n", - "4800 700000000 1 59.55 8 \n", - "4801 445000000 1 110.56 5 \n", - "4802 270000000 1 84.87 9 \n", - "4803 93000000 1 39.6 3 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "0 135000000 0 82.32 4 \n", + "1 145000000 0 59.948 19 \n", + "2 94500000 0 59.92 14 \n", + "3 308000000 0 84.99 16 \n", + "4 538000000 1 59.88 16 \n", + "5 1265000000 1 115.47 3 \n", + "6 206000000 0 84.98 2 \n", + "7 1120000000 1 126.18 7 \n", + "8 382000000 1 84.09 2 \n", + "10 565000000 1 59.9 18 \n", + "11 215600000 0 117.27 1 \n", + "12 214540000 0 117.27 2 \n", + "13 163000000 0 84.99 19 \n", + "14 150000000 0 59.84 9 \n", + "15 1093000000 1 125.58 8 \n", + "16 297000000 1 59.99 10 \n", + "17 357500000 0 125.04 9 \n", + "18 239400000 0 84.99 29 \n", + "19 392000000 0 104.95 20 \n", + "21 184000000 0 84.962 23 \n", + "22 395000000 1 114.99 10 \n", + "23 151000000 0 108.2848 9 \n", + "24 460000000 1 102.634 3 \n", + "25 224000000 1 84.42 2 \n", + "26 430000000 1 59.26 5 \n", + "27 394000000 1 101.95 3 \n", + "28 275000000 0 72.2358 8 \n", + "29 430000000 1 71.17 1 \n", + "30 210000000 1 84.78 1 \n", + "31 190000000 1 39.6 10 \n", + "... ... ... ... ... \n", + "7976 210000000 0 102.52 1 \n", + "7978 302000000 1 59.76 13 \n", + "7979 127000000 0 84.86 3 \n", + "7980 316000000 0 84.6389 4 \n", + "7981 170880000 0 84.9387 4 \n", + "7982 115000000 0 59.38 2 \n", + "7983 240000000 1 37.46 5 \n", + "7984 660000000 1 84.98 4 \n", + "7985 413000000 0 84.73200000000001 14 \n", + "7986 298000000 1 84.98 22 \n", + "7987 227500000 0 84.986 10 \n", + "7988 227500000 0 59.997 25 \n", + "7989 370000000 1 59.145 11 \n", + "7990 678000000 1 84.85 12 \n", + "7991 245000000 1 59.91 12 \n", + "7992 590000000 1 84.708 8 \n", + "7993 308000000 1 84.84 12 \n", + "7994 630000000 1 84.79 7 \n", + "7995 400000000 1 84.98 11 \n", + "7996 570000000 1 27.68 31 \n", + "7997 600000000 1 59.97 8 \n", + "7998 190000000 1 49.77 9 \n", + "7999 315000000 1 59.76 14 \n", + "8000 219500000 1 47.3 1 \n", + "8001 360000000 1 84.95100000000001 7 \n", + "8002 205000000 1 49.54 9 \n", + "8003 188000000 1 59.96 7 \n", + "8004 292000000 0 109.7847 13 \n", + "8005 248000000 0 59.955 20 \n", + "8006 490000000 1 84.87 1 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 1391.0 1606 \n", - "1 7876.0 5563 \n", - "2 857.0 390 \n", - "3 492.0 455 \n", - "4 3930.0 3930 \n", - "5 225.0 343 \n", - "6 2990.0 2182 \n", - "7 169.0 165 \n", - "8 635.0 620 \n", - "9 209.0 194 \n", - "10 1662.0 490 \n", - "11 465.0 387 \n", - "12 1849.0 1691 \n", - "13 3728.0 1631 \n", - "15 1425.0 998 \n", + "0 224.0 200 \n", + "1 1497.0 1280 \n", + "2 559.0 848 \n", + "3 1573.0 1733 \n", + "4 2173.0 2036 \n", + "5 1444.0 1848 \n", + "6 243.0 170 \n", + "7 5540.0 5539 \n", + "8 2366.0 1971 \n", + "10 2776.0 2298 \n", + "11 941.0 652 \n", + "12 1576.0 1112 \n", + "13 3776.0 3382 \n", + "14 514.0 498 \n", + "15 237.0 138 \n", "16 2251.0 2904 \n", - "17 1027.0 847 \n", - "18 1197.0 798 \n", - "19 712.0 705 \n", - "20 156.0 144 \n", - "21 2500.0 5040 \n", - "22 1093.0 1002 \n", - "23 2173.0 2036 \n", - "25 1920.0 960 \n", - "26 321.0 293 \n", - "27 507.0 270 \n", - "28 677.0 603 \n", - "29 994.0 868 \n", - "30 3776.0 3382 \n", - "31 709.0 783 \n", + "17 543.0 431 \n", + "18 1066.0 690 \n", + "19 775.0 490 \n", + "21 1599.0 1270 \n", + "22 1525.0 1281 \n", + "23 87.0 114 \n", + "24 330.0 256 \n", + "25 133.0 167 \n", + "26 893.0 2433 \n", + "27 2251.0 2904 \n", + "28 3400.0 3160 \n", + "29 381.0 708 \n", + "30 659.0 746 \n", + "31 486.0 1624 \n", "... ... ... \n", - "4773 1153.0 850 \n", - "4774 1331.0 1395 \n", - "4775 4890.0 3293 \n", - "4776 1153.0 850 \n", - "4777 379.0 231 \n", - "4778 2446.0 1149 \n", - "4779 2513.0 1224 \n", - "4780 802.0 860 \n", - "4781 382.0 303 \n", - "4782 194.0 202 \n", - "4783 344.0 424 \n", - "4784 397.0 355 \n", - "4785 2500.0 5040 \n", - "4786 285.0 284 \n", - "4787 364.0 333 \n", - "4788 221.0 293 \n", - "4790 1267.0 999 \n", - "4791 775.0 846 \n", - "4792 1459.0 1371 \n", - "4793 461.0 453 \n", - "4794 2772.0 3322 \n", - "4795 422.0 424 \n", - "4796 1391.0 1606 \n", - "4797 1163.0 967 \n", - "4798 918.0 712 \n", - "4799 3940.0 3003 \n", - "4800 205.0 340 \n", - "4801 290.0 216 \n", - "4802 1252.0 1668 \n", - "4803 486.0 1624 \n", + "7976 4515.0 2637 \n", + "7978 2300.0 1981 \n", + "7979 270.0 210 \n", + "7980 4599.0 2752 \n", + "7981 222.0 215 \n", + "7982 85.0 365 \n", + "7983 1120.0 2213 \n", + "7984 1155.0 863 \n", + "7985 625.0 530 \n", + "7986 1525.0 1281 \n", + "7987 166.0 163 \n", + "7988 2716.0 2302 \n", + "7989 338.0 457 \n", + "7990 126.0 111 \n", + "7991 488.0 429 \n", + "7992 178.0 157 \n", + "7993 1200.0 1234 \n", + "7994 658.0 551 \n", + "7995 195.0 177 \n", + "7996 7876.0 5563 \n", + "7997 329.0 348 \n", + "7998 2450.0 2462 \n", + "7999 1544.0 1544 \n", + "8000 390.0 390 \n", + "8001 1077.0 976 \n", + "8002 893.0 2433 \n", + "8003 715.0 956 \n", + "8004 354.0 338 \n", + "8005 617.0 600 \n", + "8006 3384.0 3404 \n", "\n", " apartment_building_count_in_sites supply_area \\\n", - "0 15 104.75 \n", - "1 65 109.35 \n", - "2 4 198.7 \n", - "3 6 109.81 \n", - "4 30 112.39 \n", - "5 1 125.62 \n", - "6 22 76.62 \n", - "7 1 111.28 \n", - "8 22 81.54 \n", - "9 2 108.79 \n", - "10 2 244.63 \n", - "11 5 116.84 \n", - "12 16 162.74 \n", - "13 3 147.52 \n", - "15 10 76.88 \n", - "16 21 110.76 \n", - "17 10 85.02 \n", - "18 8 74.27 \n", - "19 7 107.51 \n", - "20 2 106.34 \n", - "21 124 59.5 \n", - "22 12 106.79 \n", - "23 19 85.12 \n", - "25 13 100.04 \n", - "26 5 109.66 \n", - "27 2 155.92 \n", - "28 11 85.43 \n", - "29 10 201.31 \n", - "30 35 104.76 \n", - "31 6 85.82 \n", + "0 8 88.51 \n", + "1 11 85.37 \n", + "2 3 80.44 \n", + "3 13 102.69 \n", + "4 19 85.12 \n", + "5 36 143.81 \n", + "6 2 107.32 \n", + "7 122 161.98 \n", + "8 28 105.32 \n", + "10 27 82.54 \n", + "11 11 155.05 \n", + "12 17 153.13 \n", + "13 35 107.48 \n", + "14 5 79.55 \n", + "15 2 155.01 \n", + "16 21 78.18 \n", + "17 3 156.57 \n", + "18 4 107.13 \n", + "19 8 143.48 \n", + "21 13 106.95 \n", + "22 11 143.66 \n", + "23 1 139.1 \n", + "24 4 127.18 \n", + "25 2 107.93 \n", + "26 14 83.26 \n", + "27 21 132.88 \n", + "28 30 95.84 \n", + "29 6 88.59 \n", + "30 5 108.08 \n", + "31 10 56.91 \n", "... ... ... \n", - "4773 21 80.97 \n", - "4774 9 78.49 \n", - "4775 51 109.64 \n", - "4776 21 80.97 \n", - "4777 2 159.2 \n", - "4778 9 128.83 \n", - "4779 13 110.48 \n", - "4780 8 65.69 \n", - "4781 9 78.51 \n", - "4782 2 77.35 \n", - "4783 3 76.44 \n", - "4784 7 112.66 \n", - "4785 124 59.5 \n", - "4786 3 93.51 \n", - "4787 9 109.81 \n", - "4788 2 108.05 \n", - "4790 18 82.61 \n", - "4791 8 103.41 \n", - "4792 13 88.78 \n", - "4793 6 81.97 \n", - "4794 32 113.67 \n", - "4795 4 106.74 \n", - "4796 15 104.75 \n", - "4797 11 108.63 \n", - "4798 15 111.48 \n", - "4799 25 109.57 \n", - "4800 2 91.48 \n", - "4801 7 134.04 \n", - "4802 18 105.79 \n", - "4803 10 56.91 \n", + "7976 30 131.85 \n", + "7978 18 81.14 \n", + "7979 1 95.59 \n", + "7980 14 113.65 \n", + "7981 3 108.64 \n", + "7982 4 77.68 \n", + "7983 26 58.24 \n", + "7984 14 108.76 \n", + "7985 4 109.15 \n", + "7986 11 109.36 \n", + "7987 3 113.91 \n", + "7988 24 80.72 \n", + "7989 1 77.96 \n", + "7990 1 104.7 \n", + "7991 3 83.31 \n", + "7992 3 105.22 \n", + "7993 15 95.15 \n", + "7994 10 108.52 \n", + "7995 3 108.16 \n", + "7996 65 42.28 \n", + "7997 4 80.55 \n", + "7998 16 72.73 \n", + "7999 9 83.46 \n", + "8000 2 67.28 \n", + "8001 15 106.77 \n", + "8002 14 71.07 \n", + "8003 6 82.4 \n", + "8004 4 134.8 \n", + "8005 6 80.38 \n", + "8006 35 104.58 \n", "\n", " total_household_count_of_area_type room_count bathroom_count \\\n", - "0 958 3.0 2.0 \n", - "1 828 3.0 2.0 \n", - "2 154 3.0 2.0 \n", - "3 78 3.0 2.0 \n", - "4 1170 3.0 1.0 \n", - "5 164 3.0 2.0 \n", - "6 176 3.0 1.0 \n", - "7 60 3.0 2.0 \n", - "8 256 3.0 2.0 \n", - "9 108 3.0 2.0 \n", - "10 62 4.0 2.0 \n", - "11 34 3.0 2.0 \n", - "12 182 4.0 2.0 \n", - "13 2 4.0 2.0 \n", - "15 538 2.0 1.0 \n", - "16 816 3.0 2.0 \n", - "17 76 3.0 2.0 \n", - "18 228 2.0 1.0 \n", - "19 409 3.0 2.0 \n", - "20 120 3.0 2.0 \n", - "21 65 3.0 1.0 \n", - "22 224 3.0 2.0 \n", - "23 895 3.0 1.0 \n", - "25 270 3.0 1.0 \n", - "26 15 3.0 2.0 \n", - "27 112 3.0 2.0 \n", - "28 213 3.0 2.0 \n", - "29 48 4.0 2.0 \n", - "30 500 3.0 2.0 \n", - "31 313 3.0 1.0 \n", + "0 20 3.0 1.0 \n", + "1 168 3.0 1.0 \n", + "2 598 3.0 2.0 \n", + "3 628 3.0 2.0 \n", + "4 895 3.0 1.0 \n", + "5 102 4.0 2.0 \n", + "6 54 3.0 2.0 \n", + "7 76 4.0 2.0 \n", + "8 394 3.0 2.0 \n", + "10 384 3.0 1.0 \n", + "11 187 4.0 2.0 \n", + "12 214 4.0 2.0 \n", + "13 850 3.0 2.0 \n", + "14 160 3.0 1.0 \n", + "15 70 4.0 2.0 \n", + "16 753 3.0 2.0 \n", + "17 86 4.0 2.0 \n", + "18 85 3.0 2.0 \n", + "19 190 4.0 2.0 \n", + "21 300 3.0 2.0 \n", + "22 296 4.0 2.0 \n", + "23 9 3.0 2.0 \n", + "24 19 4.0 2.0 \n", + "25 167 3.0 1.0 \n", + "26 447 3.0 1.0 \n", + "27 278 4.0 2.0 \n", + "28 49 3.0 2.0 \n", + "29 78 3.0 1.0 \n", + "30 283 3.0 2.0 \n", + "31 626 2.0 1.0 \n", "... ... ... ... \n", - "4773 114 3.0 2.0 \n", - "4774 96 1.0 1.0 \n", - "4775 133 3.0 2.0 \n", - "4776 114 3.0 2.0 \n", - "4777 48 4.0 2.0 \n", - "4778 87 3.0 2.0 \n", - "4779 160 3.0 2.0 \n", - "4780 42 2.0 1.0 \n", - "4781 7 3.0 2.0 \n", - "4782 54 3.0 2.0 \n", - "4783 209 3.0 1.0 \n", - "4784 314 3.0 2.0 \n", - "4785 65 3.0 1.0 \n", - "4786 72 3.0 2.0 \n", - "4787 71 3.0 2.0 \n", - "4788 22 3.0 2.0 \n", - "4790 156 3.0 2.0 \n", - "4791 163 3.0 2.0 \n", - "4792 557 3.0 1.0 \n", - "4793 177 3.0 1.0 \n", - "4794 876 3.0 2.0 \n", - "4795 186 3.0 2.0 \n", - "4796 958 3.0 2.0 \n", - "4797 154 3.0 2.0 \n", - "4798 46 3.0 2.0 \n", - "4799 280 3.0 2.0 \n", - "4800 340 3.0 1.0 \n", - "4801 108 3.0 2.0 \n", - "4802 56 3.0 2.0 \n", - "4803 626 2.0 1.0 \n", + "7976 398 3.0 2.0 \n", + "7978 386 3.0 1.0 \n", + "7979 1 3.0 2.0 \n", + "7980 772 3.0 2.0 \n", + "7981 87 3.0 2.0 \n", + "7982 87 3.0 2.0 \n", + "7983 70 3.0 1.0 \n", + "7984 180 3.0 2.0 \n", + "7985 106 3.0 2.0 \n", + "7986 441 3.0 2.0 \n", + "7987 14 3.0 2.0 \n", + "7988 200 2.0 1.0 \n", + "7989 39 1.0 1.0 \n", + "7990 111 3.0 2.0 \n", + "7991 184 3.0 1.0 \n", + "7992 115 3.0 2.0 \n", + "7993 240 3.0 1.0 \n", + "7994 173 3.0 2.0 \n", + "7995 41 3.0 2.0 \n", + "7996 500 1.0 1.0 \n", + "7997 128 3.0 1.0 \n", + "7998 1268 3.0 1.0 \n", + "7999 558 3.0 1.0 \n", + "8000 90 2.0 1.0 \n", + "8001 445 3.0 2.0 \n", + "8002 743 3.0 1.0 \n", + "8003 956 3.0 1.0 \n", + "8004 56 4.0 2.0 \n", + "8005 200 3.0 1.0 \n", + "8006 1034 3.0 2.0 \n", "\n", " heat_fuel_cogeneration heat_fuel_gas heat_type_central \\\n", "0 0 1 0 \n", - "1 1 0 0 \n", + "1 0 1 0 \n", "2 0 1 0 \n", "3 0 1 0 \n", "4 1 0 0 \n", - "5 0 1 0 \n", + "5 1 0 0 \n", "6 0 1 0 \n", - "7 0 1 0 \n", + "7 1 0 0 \n", "8 0 1 0 \n", - "9 0 1 0 \n", - "10 0 1 1 \n", + "10 0 1 0 \n", "11 1 0 0 \n", - "12 0 1 0 \n", + "12 0 1 1 \n", "13 0 1 0 \n", + "14 0 1 0 \n", "15 0 1 0 \n", "16 0 1 0 \n", "17 0 1 0 \n", - "18 0 1 1 \n", + "18 0 1 0 \n", "19 0 1 0 \n", - "20 1 0 0 \n", "21 0 1 0 \n", - "22 1 0 0 \n", - "23 1 0 0 \n", - "25 0 1 1 \n", - "26 0 1 0 \n", + "22 0 1 0 \n", + "23 0 1 0 \n", + "24 0 1 0 \n", + "25 0 1 0 \n", + "26 1 0 0 \n", "27 0 1 0 \n", "28 0 1 0 \n", - "29 0 1 0 \n", + "29 1 0 0 \n", "30 0 1 0 \n", - "31 0 1 1 \n", + "31 1 0 0 \n", "... ... ... ... \n", - "4773 0 1 0 \n", - "4774 0 1 0 \n", - "4775 1 0 0 \n", - "4776 0 1 0 \n", - "4777 0 1 0 \n", - "4778 0 1 0 \n", - "4779 0 1 0 \n", - "4780 0 1 0 \n", - "4781 0 1 0 \n", - "4782 0 1 0 \n", - "4783 0 1 0 \n", - "4784 0 1 0 \n", - "4785 0 1 0 \n", - "4786 0 1 0 \n", - "4787 0 1 0 \n", - "4788 0 1 0 \n", - "4790 0 1 0 \n", - "4791 0 1 0 \n", - "4792 0 1 0 \n", - "4793 0 1 0 \n", - "4794 0 1 0 \n", - "4795 0 1 0 \n", - "4796 0 1 0 \n", - "4797 0 1 0 \n", - "4798 0 1 0 \n", - "4799 0 1 0 \n", - "4800 1 0 0 \n", - "4801 0 1 0 \n", - "4802 1 0 0 \n", - "4803 1 0 0 \n", + "7976 0 1 0 \n", + "7978 1 0 0 \n", + "7979 0 1 0 \n", + "7980 0 1 0 \n", + "7981 0 1 0 \n", + "7982 0 1 0 \n", + "7983 1 0 0 \n", + "7984 0 1 0 \n", + "7985 0 1 0 \n", + "7986 0 1 0 \n", + "7987 0 1 0 \n", + "7988 0 1 0 \n", + "7989 1 0 0 \n", + "7990 0 1 0 \n", + "7991 0 1 0 \n", + "7992 0 1 0 \n", + "7993 0 1 0 \n", + "7994 1 0 0 \n", + "7995 0 1 0 \n", + "7996 1 0 0 \n", + "7997 0 1 0 \n", + "7998 0 1 0 \n", + "7999 0 1 0 \n", + "8000 0 1 0 \n", + "8001 0 1 0 \n", + "8002 1 0 0 \n", + "8003 0 1 0 \n", + "8004 0 1 0 \n", + "8005 0 1 0 \n", + "8006 0 1 0 \n", "\n", " heat_type_district heat_type_individual front_door_structure_corridor \\\n", - "0 0 1 0 \n", - "1 1 0 0 \n", + "0 0 1 1 \n", + "1 0 1 0 \n", "2 0 1 0 \n", "3 0 1 0 \n", "4 1 0 1 \n", - "5 0 1 0 \n", + "5 1 0 1 \n", "6 0 1 0 \n", - "7 0 1 0 \n", + "7 1 0 0 \n", "8 0 1 0 \n", - "9 0 1 0 \n", - "10 0 0 0 \n", + "10 0 1 0 \n", "11 1 0 0 \n", - "12 0 1 0 \n", + "12 0 0 0 \n", "13 0 1 0 \n", - "15 0 1 1 \n", - "16 0 1 0 \n", - "17 1 0 0 \n", - "18 0 0 1 \n", + "14 0 1 0 \n", + "15 0 1 0 \n", + "16 0 1 1 \n", + "17 0 1 0 \n", + "18 0 1 0 \n", "19 0 1 0 \n", - "20 1 0 0 \n", "21 0 1 0 \n", - "22 1 0 0 \n", - "23 1 0 1 \n", - "25 0 0 0 \n", - "26 0 1 0 \n", + "22 0 1 0 \n", + "23 0 1 0 \n", + "24 0 1 0 \n", + "25 0 1 1 \n", + "26 1 0 1 \n", "27 0 1 0 \n", "28 0 1 0 \n", - "29 0 1 0 \n", + "29 1 0 0 \n", "30 0 1 0 \n", - "31 0 0 1 \n", + "31 1 0 1 \n", "... ... ... ... \n", - "4773 0 1 0 \n", - "4774 0 1 1 \n", - "4775 1 0 0 \n", - "4776 0 1 0 \n", - "4777 0 1 0 \n", - "4778 0 1 0 \n", - "4779 0 1 0 \n", - "4780 0 1 1 \n", - "4781 0 1 0 \n", - "4782 0 1 0 \n", - "4783 0 1 1 \n", - "4784 0 1 0 \n", - "4785 0 1 0 \n", - "4786 0 1 0 \n", - "4787 0 1 0 \n", - "4788 0 1 0 \n", - "4790 0 1 0 \n", - 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3918 rows × 25 columns

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" - ], - "text/plain": [ - " key apartment_id city transaction_year_month transaction_date \\\n", - "0 462533 3751 1 200912 21~31 \n", - "1 764018 14029 1 201304 1~10 \n", - "2 813528 12304 1 201309 21~30 \n", - "3 845097 22241 1 201312 1~10 \n", - "4 856338 316 1 201401 1~10 \n", - "5 977181 14140 1 201411 1~10 \n", - "6 1037012 18263 1 201503 1~10 \n", - "7 1158117 1299 1 201510 21~31 \n", - "8 1204038 34895 1 201603 1~10 \n", - "9 1204146 710 1 201603 1~10 \n", - "10 1253422 26888 0 201606 1~10 \n", - "11 1369751 3581 0 201702 1~10 \n", - "12 1379723 11908 1 201703 1~10 \n", - "13 1389544 26553 0 201704 11~20 \n", - "14 1394472 36531 0 201704 1~10 \n", - "15 1395869 9344 0 201704 21~30 \n", - "16 1411847 10434 0 201705 21~31 \n", - "17 1419442 3542 0 201705 21~31 \n", - "18 1435592 3418 0 201706 21~30 \n", - "19 1436429 17385 0 201706 21~30 \n", - "20 1438962 3713 1 201707 11~20 \n", - "21 1444406 6609 1 201707 1~10 \n", - "22 1445883 1297 1 201707 1~10 \n", - "23 1450094 695 1 201707 21~31 \n", - "24 1452779 65 1 201707 21~31 \n", - "25 1458536 9220 0 201708 11~20 \n", - "26 1459610 2874 1 201708 1~10 \n", - "27 1460129 23946 0 201708 1~10 \n", - "28 1462023 23063 0 201708 1~10 \n", - "29 1462947 21727 1 201708 21~31 \n", - "... ... ... ... ... ... \n", - "3888 1605340 22692 0 201810 21~31 \n", - "3889 1605341 5513 0 201810 21~31 \n", - "3890 1605343 17371 0 201810 21~31 \n", - "3891 1605345 11500 0 201810 21~31 \n", - "3892 1605347 16686 1 201810 21~31 \n", - "3893 1605348 912 1 201810 21~31 \n", - "3894 1605349 6492 1 201810 21~31 \n", - "3895 1605350 1022 1 201810 21~31 \n", - "3896 1605351 2779 1 201810 21~31 \n", - "3897 1605352 1392 1 201810 21~31 \n", - "3898 1605353 1603 0 201810 21~31 \n", - "3899 1605354 33495 0 201810 21~31 \n", - "3900 1605355 1510 0 201810 21~31 \n", - "3901 1605357 22243 0 201810 21~31 \n", - "3902 1605358 1559 0 201810 21~31 \n", - "3903 1605359 33502 0 201810 21~31 \n", - "3904 1605360 1545 0 201810 21~31 \n", - "3905 1605361 12357 0 201810 21~31 \n", - "3906 1605362 3534 0 201810 21~31 \n", - "3907 1605363 5768 0 201810 21~31 \n", - "3908 1605364 24 0 201810 21~31 \n", - "3909 1605365 1573 0 201810 21~31 \n", - "3910 1605367 3686 1 201810 21~31 \n", - "3911 1605368 137 1 201810 21~31 \n", - "3912 1605369 5454 1 201810 21~31 \n", - "3913 1605370 2871 1 201810 21~31 \n", - "3914 1605371 6002 1 201810 21~31 \n", - "3915 1605372 7116 1 201810 21~31 \n", - "3916 1605374 2937 1 201810 21~31 \n", - "3917 1605375 20307 0 201810 21~31 \n", - "\n", - " year_of_completion exclusive_use_area floor latitude \\\n", - "0 1984 83.58 14 37.519926399999996 \n", - "1 1968 107.17 10 37.57221524107417 \n", - "2 1968 36.17 6 37.5700674355999 \n", - "3 2007 45.67 8 37.55693760015581 \n", - "4 1988 41.85 4 37.652256472803785 \n", - "5 1972 124.5 7 37.544317400643685 \n", - "6 2008 84.46799999999999 1 37.645003576533256 \n", - "7 1983 143.95 1 37.5101436250961 \n", - "8 2010 84.78 24 37.57379913330078 \n", - "9 1989 59.22 8 37.63370157637949 \n", - "10 1980 64.53 1 35.115673065185554 \n", - "11 1993 84.87 5 35.06984622087218 \n", - "12 2005 181.51 5 37.515753401632686 \n", - "13 1984 64.52 3 35.14624914836931 \n", - "14 2017 84.9972 23 35.183155600000006 \n", - "15 1985 76.5 3 35.187516322813856 \n", - "16 1993 67.96 5 35.123220603206136 \n", - "17 1989 82.345 2 35.191291828307634 \n", - "18 1985 75.36 8 35.22050213980677 \n", - "19 1994 84.96 8 35.17096840902282 \n", - "20 1970 49.59 6 37.52974079522804 \n", - "21 2002 84.78 4 37.51262261669772 \n", - "22 1983 50.64 5 37.520025663266004 \n", - "23 1970 59.5 5 37.52705261213795 \n", - "24 1980 105.47 5 37.47655466102801 \n", - "25 1992 84.51 2 35.23094602349786 \n", - "26 1988 38.52 3 37.6638821 \n", - "27 1986 45.18 1 35.08025404022866 \n", - "28 2013 84.8439 6 35.19160774771905 \n", - "29 2013 59.99 4 37.61307907104492 \n", - "... ... ... ... ... \n", - "3888 2013 84.8644 10 35.11231143208414 \n", - "3889 2001 188.08 19 35.1281521 \n", - "3890 2007 84.6588 5 35.12310179365744 \n", - "3891 1999 84.99 18 35.155571802981946 \n", - "3892 2007 59.99 4 37.502392152907454 \n", - "3893 1993 84.98 7 37.50674226194689 \n", - "3894 2004 59.34 7 37.4482710161534 \n", - "3895 1989 36.16 4 37.64420729333219 \n", - "3896 1996 59.76 6 37.615862125987356 \n", - "3897 1990 71.05 9 37.54360591337897 \n", - "3898 1996 59.88 17 35.155007781594726 \n", - "3899 2015 84.9341 7 35.0968017578125 \n", - "3900 1990 57.15 11 35.22025931680435 \n", - "3901 2014 84.9669 31 35.0648006 \n", - "3902 1996 49.08 16 35.051009195911014 \n", - "3903 2015 84.9197 12 35.18259811401367 \n", - "3904 1998 74.6 25 35.210271221619145 \n", - "3905 1992 81.39 10 35.18730781605497 \n", - "3906 1996 84.7 2 35.155685404054125 \n", - "3907 2002 59.76 11 35.147946156772 \n", - "3908 1992 84.945 13 35.16008237346097 \n", - "3909 1994 57.09 16 35.0709816615306 \n", - "3910 1996 59.34 4 37.55521496969028 \n", - "3911 1998 59.96 1 37.46824862708849 \n", - "3912 1987 63.53 8 37.58943191090732 \n", - "3913 1987 31.98 4 37.65252879999999 \n", - "3914 2004 84.89 25 37.62115003230228 \n", - "3915 1994 57.46 15 37.64343595978893 \n", - "3916 1999 84.88 5 37.60432601611257 \n", - "3917 2011 84.7808 4 35.33871262916821 \n", - "\n", - " longitude ... lowest_building_in_sites \\\n", - "0 127.05251499999999 ... 15.0 \n", - "1 126.9876432269324 ... 8.0 \n", - "2 127.01064037480738 ... 4.0 \n", - "3 126.85925484475214 ... 15.0 \n", - "4 127.08200296079096 ... 5.0 \n", - "5 127.00148913995884 ... 16.0 \n", - "6 127.06778149693005 ... 10.0 \n", - "7 127.01173124262036 ... 14.0 \n", - "8 126.89099884033205 ... 30.0 \n", - "9 127.06786639508353 ... 6.0 \n", - "10 129.02323913574222 ... 2.0 \n", - "11 128.97800977389178 ... 18.0 \n", - "12 127.06276435403801 ... 6.0 \n", - "13 129.0082080460082 ... 5.0 \n", - "14 129.113972 ... 29.0 \n", - "15 129.0683237986119 ... 5.0 \n", - "16 129.11569407311856 ... 6.0 \n", - "17 128.99324490479808 ... 6.0 \n", - "18 129.09139587280137 ... 13.0 \n", - "19 129.15568430871986 ... 7.0 \n", - "20 126.95328450037451 ... 7.0 \n", - "21 127.01651838923875 ... 6.0 \n", - "22 127.01334814084564 ... 8.0 \n", - "23 126.95432245159394 ... 6.0 \n", - "24 126.99971962537808 ... 10.0 \n", - "25 129.094857782031 ... 13.0 \n", - "26 127.06236899999999 ... 5.0 \n", - "27 129.01038633691059 ... 4.0 \n", - "28 129.11318500805552 ... 15.0 \n", - "29 126.93356323242188 ... 8.0 \n", - "... ... ... ... \n", - "3888 129.10958198924874 ... 20.0 \n", - "3889 129.113295 ... 22.0 \n", - "3890 129.09348247513583 ... 9.0 \n", - "3891 129.01747882010844 ... 13.0 \n", - "3892 126.94203293696657 ... 8.0 \n", - "3893 126.90352588985867 ... 14.0 \n", - "3894 126.91877171285057 ... 15.0 \n", - "3895 127.05338160929209 ... 15.0 \n", - "3896 127.08447745598109 ... 10.0 \n", - "3897 127.01887885626742 ... 5.0 \n", - "3898 129.0125973770761 ... 13.0 \n", - "3899 128.9219970703125 ... 16.0 \n", - "3900 129.0943897491455 ... 15.0 \n", - "3901 128.98313100000001 ... 27.0 \n", - "3902 128.96772738215935 ... 18.0 \n", - "3903 129.19599914550778 ... 7.0 \n", - "3904 129.0242557857687 ... 20.0 \n", - "3905 129.04964005039864 ... 10.0 \n", - "3906 129.03910684781255 ... 9.0 \n", - "3907 129.01931372197674 ... 9.0 \n", - "3908 129.02259850234577 ... 15.0 \n", - "3909 129.0625939109519 ... 19.0 \n", - "3910 127.13129423965424 ... 11.0 \n", - "3911 126.94428397298736 ... 7.0 \n", - "3912 126.90754969915828 ... 15.0 \n", - "3913 127.06408200000001 ... 5.0 \n", - "3914 127.01082888758276 ... 5.0 \n", - "3915 127.0178888640008 ... 12.0 \n", - "3916 127.01716830085677 ... 7.0 \n", - "3917 129.16392399759656 ... 18.0 \n", - "\n", - " heat_type heat_fuel room_id supply_area \\\n", - "0 district cogeneration 6648 107.19 \n", - "1 individual gas 46184 107.17 \n", - "2 individual gas 45540 39.66 \n", - "3 individual gas 19069 87.11 \n", - "4 individual gas 704 56.7 \n", - "5 central gas 46215 131.01 \n", - "6 individual gas 15040 116.4 \n", - "7 district cogeneration 26105 155.6 \n", - "8 district cogeneration 145659 118.6 \n", - "9 central gas 1901 85.12 \n", - "10 individual gas 58628 82.65 \n", - "11 individual gas 30471 105.38 \n", - "12 individual gas 45171 205.27 \n", - "13 individual - 58482 71.72 \n", - "14 individual NaN 150241 112.49 \n", - "15 individual gas 40469 90.18 \n", - "16 individual gas 42921 79.09 \n", - "17 individual gas 30295 98.3 \n", - "18 individual gas 29812 92.48 \n", - "19 individual gas 50403 106.01 \n", - "20 individual gas 6579 49.59 \n", - "21 individual gas 34886 107.46 \n", - "22 district cogeneration 3538 55.0 \n", - "23 individual gas 25896 59.5 \n", - "24 central gas 165 114.52 \n", - "25 individual gas 40006 101.51 \n", - "26 individual gas 147153 43.92 \n", - "27 individual gas 57351 54.86 \n", - "28 individual gas 56708 110.72 \n", - "29 individual gas 18759 83.61 \n", - "... ... ... ... ... \n", - "3888 individual gas 56490 114.38 \n", - "3889 individual gas 33501 230.65 \n", - "3890 individual gas 50344 111.48 \n", - "3891 individual gas 44385 108.08 \n", - "3892 individual gas 13885 79.87 \n", - "3893 individual gas 2414 102.9 \n", - "3894 individual gas 10538 76.73 \n", - "3895 central gas 2712 52.55 \n", - "3896 district cogeneration 5752 81.09 \n", - "3897 central gas 3798 92.57 \n", - "3898 individual gas 146958 78.19 \n", - "3899 district cogeneration 92311 113.53 \n", - "3900 individual gas 26221 79.22 \n", - "3901 individual gas 56044 110.8 \n", - "3902 individual gas 26414 68.12 \n", - "3903 individual gas 92348 118.27 \n", - "3904 individual gas 26345 95.44 \n", - "3905 individual gas 45614 98.98 \n", - "3906 individual gas 30252 104.31 \n", - "3907 individual gas 33945 74.85 \n", - "3908 individual gas 25512 103.74 \n", - "3909 individual gas 146937 78.3 \n", - "3910 individual gas 165821 88.47 \n", - "3911 individual gas 25593 85.25 \n", - "3912 individual gas 8736 85.76 \n", - "3913 individual gas 6038 37.38 \n", - "3914 individual gas 9468 102.49 \n", - "3915 individual gas 35853 71.47 \n", - "3916 individual gas 6280 108.75 \n", - "3917 district cogeneration 54538 105.99 \n", - "\n", - " total_household_count_of_area_type room_count bathroom_count \\\n", - "0 2 3.0 1.0 \n", - "1 10 0.0 0.0 \n", - "2 58 2.0 1.0 \n", - "3 1 3.0 2.0 \n", - "4 90 2.0 1.0 \n", - "5 56 3.0 2.0 \n", - "6 74 3.0 2.0 \n", - "7 112 4.0 2.0 \n", - "8 58 2.0 2.0 \n", - "9 106 3.0 1.0 \n", - "10 40 3.0 1.0 \n", - "11 76 3.0 2.0 \n", - "12 48 4.0 2.0 \n", - "13 20 3.0 1.0 \n", - "14 240 3.0 2.0 \n", - "15 15 3.0 1.0 \n", - "16 48 3.0 1.0 \n", - "17 66 3.0 1.0 \n", - "18 52 3.0 1.0 \n", - "19 65 3.0 2.0 \n", - "20 60 2.0 1.0 \n", - "21 92 3.0 2.0 \n", - "22 144 2.0 1.0 \n", - "23 90 3.0 1.0 \n", - "24 180 3.0 1.0 \n", - "25 26 3.0 2.0 \n", - "26 230 2.0 1.0 \n", - "27 5 2.0 1.0 \n", - "28 43 3.0 2.0 \n", - "29 35 3.0 1.0 \n", - "... ... ... ... \n", - "3888 65 3.0 2.0 \n", - "3889 144 5.0 2.0 \n", - "3890 46 3.0 2.0 \n", - "3891 323 3.0 2.0 \n", - "3892 68 3.0 2.0 \n", - "3893 321 3.0 2.0 \n", - "3894 770 3.0 1.0 \n", - "3895 1350 1.0 1.0 \n", - "3896 312 3.0 1.0 \n", - "3897 164 3.0 1.0 \n", - "3898 340 2.0 1.0 \n", - "3899 426 3.0 2.0 \n", - "3900 270 3.0 1.0 \n", - "3901 530 3.0 2.0 \n", - "3902 2960 3.0 1.0 \n", - "3903 71 3.0 2.0 \n", - "3904 340 3.0 1.0 \n", - "3905 9 3.0 1.0 \n", - "3906 152 3.0 2.0 \n", - "3907 284 3.0 1.0 \n", - "3908 370 3.0 2.0 \n", - "3909 600 3.0 1.0 \n", - "3910 53 3.0 1.0 \n", - "3911 60 2.0 1.0 \n", - "3912 315 2.0 1.0 \n", - "3913 840 1.0 1.0 \n", - "3914 648 3.0 2.0 \n", - "3915 29 3.0 1.0 \n", - "3916 0 3.0 2.0 \n", - "3917 430 3.0 2.0 \n", - "\n", - " front_door_structure transaction_real_price \n", - "0 corridor 0 \n", - "1 corridor 0 \n", - "2 stairway 0 \n", - "3 stairway 0 \n", - "4 stairway 0 \n", - "5 corridor 0 \n", - "6 stairway 0 \n", - "7 stairway 0 \n", - "8 stairway 0 \n", - "9 corridor 0 \n", - "10 stairway 0 \n", - "11 stairway 0 \n", - "12 stairway 0 \n", - "13 stairway 0 \n", - "14 stairway 0 \n", - "15 stairway 0 \n", - "16 corridor 0 \n", - "17 stairway 0 \n", - "18 stairway 0 \n", - "19 stairway 0 \n", - "20 stairway 0 \n", - "21 stairway 0 \n", - "22 corridor 0 \n", - "23 stairway 0 \n", - "24 corridor 0 \n", - "25 stairway 0 \n", - "26 stairway 0 \n", - "27 stairway 0 \n", - "28 stairway 0 \n", - "29 stairway 0 \n", - "... ... ... \n", - "3888 stairway 0 \n", - "3889 stairway 0 \n", - "3890 stairway 0 \n", - "3891 stairway 0 \n", - "3892 stairway 0 \n", - "3893 stairway 0 \n", - "3894 corridor 0 \n", - "3895 corridor 0 \n", - "3896 corridor 0 \n", - "3897 corridor 0 \n", - "3898 stairway 0 \n", - "3899 stairway 0 \n", - "3900 corridor 0 \n", - "3901 stairway 0 \n", - "3902 corridor 0 \n", - "3903 stairway 0 \n", - "3904 stairway 0 \n", - "3905 stairway 0 \n", - "3906 stairway 0 \n", - "3907 stairway 0 \n", - "3908 stairway 0 \n", - "3909 corridor 0 \n", - "3910 corridor 0 \n", - "3911 corridor 0 \n", - "3912 corridor 0 \n", - "3913 stairway 0 \n", - "3914 stairway 0 \n", - "3915 stairway 0 \n", - "3916 stairway 0 \n", - "3917 stairway 0 \n", - "\n", - "[3918 rows x 25 columns]" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_test" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "col_n = ['transaction_real_price', 'city', 'exclusive_use_area','floor','total_parking_capacity_in_site',\n", - " 'total_household_count_in_sites','apartment_building_count_in_sites','heat_type','heat_fuel',\n", - " 'front_door_structure','supply_area','total_household_count_of_area_type',\n", - " 'room_count','bathroom_count']\n", - "\n", - "df_test = pd.DataFrame(df_test,columns = col_n)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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transaction_real_pricecityexclusive_use_areafloortotal_parking_capacity_in_sitetotal_household_count_in_sitesapartment_building_count_in_sitesheat_typeheat_fuelfront_door_structuresupply_areatotal_household_count_of_area_typeroom_countbathroom_count
00183.5814375.03754districtcogenerationcorridor107.1923.01.0
101107.1710NaN1491individualgascorridor107.17100.00.0
20136.176NaN1204individualgasstairway39.66582.01.0
30145.678216.04191individualgasstairway87.1113.02.0
40141.854NaN2102individualgasstairway56.7902.01.0
501124.57NaN1221centralgascorridor131.01563.02.0
60184.467999999999991146.02194individualgasstairway116.4743.02.0
701143.951NaN1121districtcogenerationstairway155.61124.02.0
80184.7824318.02402districtcogenerationstairway118.6582.02.0
90159.228540.0188015centralgascorridor85.121063.01.0
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110084.87552.01181individualgasstairway105.38763.02.0
1201181.515240.01124individualgasstairway205.27484.02.0
130064.523NaN1102individual-stairway71.72203.01.0
140084.997223624.05296individualNaNstairway112.492403.02.0
150076.53NaN1054individualgasstairway90.18153.01.0
160067.965NaN1083individualgascorridor79.09483.01.0
170082.345287.01743individualgasstairway98.3663.01.0
180075.368NaN1561individualgasstairway92.48523.01.0
190084.96873.01131individualgasstairway106.01653.02.0
200149.596NaN2286individualgasstairway49.59602.01.0
210184.784132.01071individualgasstairway107.46923.02.0
220150.645182.01821districtcogenerationcorridor55.01442.01.0
230159.55NaN1909individualgasstairway59.5903.01.0
2401105.475630.04507centralgascorridor114.521803.01.0
250084.512NaN1531individualgasstairway101.51263.02.0
260138.523NaN83018individualgasstairway43.922302.01.0
270045.181NaN1764individualgasstairway54.8652.01.0
280084.84396176.01633individualgasstairway110.72433.02.0
290159.994693.05889individualgasstairway83.61353.01.0
.............................................
38880084.864410777.07739individualgasstairway114.38653.02.0
388900188.08194515.0263730individualgasstairway230.651445.02.0
38900084.65885918.071215individualgasstairway111.48463.02.0
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38920159.9941651.0112222individualgasstairway79.87683.02.0
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38940159.3473146.0281025individualgascorridor76.737703.01.0
38950136.1641980.0198011centralgascorridor52.5513501.01.0
38960159.766560.0107012districtcogenerationcorridor81.093123.01.0
38970171.059962.05668centralgascorridor92.571643.01.0
38980059.88171110.0120612individualgasstairway78.193402.01.0
38990084.93417842.073711districtcogenerationstairway113.534263.02.0
39000057.1511NaN99011individualgascorridor79.222703.01.0
39010084.9669311761.013269individualgasstairway110.85303.02.0
39020049.08162500.0296017individualgascorridor68.1229603.01.0
39030084.919712392.04075individualgasstairway118.27713.02.0
39040074.6251282.0116610individualgasstairway95.443403.01.0
39050081.3910131.01602individualgasstairway98.9893.01.0
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39080084.94513471.04503individualgasstairway103.743703.02.0
39090057.0916800.010009individualgascorridor78.36003.01.0
39100159.344111.01071individualgascorridor88.47533.01.0
39110159.961141.01261individualgascorridor85.25602.01.0
39120163.538570.05705individualgascorridor85.763152.01.0
39130131.984NaN84019individualgasstairway37.388401.01.0
39140184.89251875.0207521individualgasstairway102.496483.02.0
39150157.4615130.01461individualgasstairway71.47293.01.0
39160184.885802.08608individualgasstairway108.7503.02.0
39170084.780841128.097813districtcogenerationstairway105.994303.02.0
\n", - "

3918 rows × 14 columns

\n", - "
" - ], - "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 0 1 83.58 14 \n", - "1 0 1 107.17 10 \n", - "2 0 1 36.17 6 \n", - "3 0 1 45.67 8 \n", - "4 0 1 41.85 4 \n", - "5 0 1 124.5 7 \n", - "6 0 1 84.46799999999999 1 \n", - "7 0 1 143.95 1 \n", - "8 0 1 84.78 24 \n", - "9 0 1 59.22 8 \n", - "10 0 0 64.53 1 \n", - "11 0 0 84.87 5 \n", - "12 0 1 181.51 5 \n", - "13 0 0 64.52 3 \n", - "14 0 0 84.9972 23 \n", - "15 0 0 76.5 3 \n", - "16 0 0 67.96 5 \n", - "17 0 0 82.345 2 \n", - "18 0 0 75.36 8 \n", - "19 0 0 84.96 8 \n", - "20 0 1 49.59 6 \n", - "21 0 1 84.78 4 \n", - "22 0 1 50.64 5 \n", - "23 0 1 59.5 5 \n", - "24 0 1 105.47 5 \n", - "25 0 0 84.51 2 \n", - "26 0 1 38.52 3 \n", - "27 0 0 45.18 1 \n", - "28 0 0 84.8439 6 \n", - "29 0 1 59.99 4 \n", - "... ... ... ... ... \n", - "3888 0 0 84.8644 10 \n", - "3889 0 0 188.08 19 \n", - "3890 0 0 84.6588 5 \n", - "3891 0 0 84.99 18 \n", - "3892 0 1 59.99 4 \n", - "3893 0 1 84.98 7 \n", - "3894 0 1 59.34 7 \n", - "3895 0 1 36.16 4 \n", - "3896 0 1 59.76 6 \n", - "3897 0 1 71.05 9 \n", - "3898 0 0 59.88 17 \n", - "3899 0 0 84.9341 7 \n", - "3900 0 0 57.15 11 \n", - "3901 0 0 84.9669 31 \n", - "3902 0 0 49.08 16 \n", - "3903 0 0 84.9197 12 \n", - "3904 0 0 74.6 25 \n", - "3905 0 0 81.39 10 \n", - "3906 0 0 84.7 2 \n", - "3907 0 0 59.76 11 \n", - "3908 0 0 84.945 13 \n", - "3909 0 0 57.09 16 \n", - "3910 0 1 59.34 4 \n", - "3911 0 1 59.96 1 \n", - "3912 0 1 63.53 8 \n", - "3913 0 1 31.98 4 \n", - "3914 0 1 84.89 25 \n", - "3915 0 1 57.46 15 \n", - "3916 0 1 84.88 5 \n", - "3917 0 0 84.7808 4 \n", - "\n", - " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 375.0 375 \n", - "1 NaN 149 \n", - "2 NaN 120 \n", - "3 216.0 419 \n", - "4 NaN 210 \n", - "5 NaN 122 \n", - "6 146.0 219 \n", - "7 NaN 112 \n", - "8 318.0 240 \n", - "9 540.0 1880 \n", - "10 7.0 101 \n", - "11 52.0 118 \n", - "12 240.0 112 \n", - "13 NaN 110 \n", - "14 624.0 529 \n", - "15 NaN 105 \n", - "16 NaN 108 \n", - "17 87.0 174 \n", - "18 NaN 156 \n", - "19 73.0 113 \n", - "20 NaN 228 \n", - "21 132.0 107 \n", - "22 182.0 182 \n", - "23 NaN 190 \n", - "24 630.0 450 \n", - "25 NaN 153 \n", - "26 NaN 830 \n", - "27 NaN 176 \n", - "28 176.0 163 \n", - "29 693.0 588 \n", - "... ... ... \n", - "3888 777.0 773 \n", - "3889 4515.0 2637 \n", - "3890 918.0 712 \n", - "3891 876.0 819 \n", - "3892 1651.0 1122 \n", - "3893 234.0 321 \n", - "3894 3146.0 2810 \n", - "3895 1980.0 1980 \n", - "3896 560.0 1070 \n", - "3897 962.0 566 \n", - "3898 1110.0 1206 \n", - "3899 842.0 737 \n", - "3900 NaN 990 \n", - "3901 1761.0 1326 \n", - "3902 2500.0 2960 \n", - "3903 392.0 407 \n", - "3904 1282.0 1166 \n", - "3905 131.0 160 \n", - "3906 249.0 300 \n", - "3907 1673.0 1424 \n", - "3908 471.0 450 \n", - "3909 800.0 1000 \n", - "3910 111.0 107 \n", - "3911 141.0 126 \n", - "3912 570.0 570 \n", - "3913 NaN 840 \n", - "3914 1875.0 2075 \n", - "3915 130.0 146 \n", - "3916 802.0 860 \n", - "3917 1128.0 978 \n", - "\n", - " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 4 district cogeneration \n", - "1 1 individual gas \n", - "2 4 individual gas \n", - "3 1 individual gas \n", - "4 2 individual gas \n", - "5 1 central gas \n", - "6 4 individual gas \n", - "7 1 district cogeneration \n", - "8 2 district cogeneration \n", - "9 15 central gas \n", - "10 4 individual gas \n", - "11 1 individual gas \n", - "12 4 individual gas \n", - "13 2 individual - \n", - "14 6 individual NaN \n", - "15 4 individual gas \n", - "16 3 individual gas \n", - "17 3 individual gas \n", - "18 1 individual gas \n", - "19 1 individual gas \n", - "20 6 individual gas \n", - "21 1 individual gas \n", - "22 1 district cogeneration \n", - "23 9 individual gas \n", - "24 7 central gas \n", - "25 1 individual gas \n", - "26 18 individual gas \n", - "27 4 individual gas \n", - "28 3 individual gas \n", - "29 9 individual gas \n", - "... ... ... ... \n", - "3888 9 individual gas \n", - "3889 30 individual gas \n", - "3890 15 individual gas \n", - "3891 8 individual gas \n", - "3892 22 individual gas \n", - "3893 3 individual gas \n", - "3894 25 individual gas \n", - "3895 11 central gas \n", - "3896 12 district cogeneration \n", - "3897 8 central gas \n", - "3898 12 individual gas \n", - "3899 11 district cogeneration \n", - "3900 11 individual gas \n", - "3901 9 individual gas \n", - "3902 17 individual gas \n", - "3903 5 individual gas \n", - "3904 10 individual gas \n", - "3905 2 individual gas \n", - "3906 1 individual gas \n", - "3907 18 individual gas \n", - "3908 3 individual gas \n", - "3909 9 individual gas \n", - "3910 1 individual gas \n", - "3911 1 individual gas \n", - "3912 5 individual gas \n", - "3913 19 individual gas \n", - "3914 21 individual gas \n", - "3915 1 individual gas \n", - "3916 8 individual gas \n", - "3917 13 district cogeneration \n", - "\n", - " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 corridor 107.19 2 \n", - "1 corridor 107.17 10 \n", - "2 stairway 39.66 58 \n", - "3 stairway 87.11 1 \n", - "4 stairway 56.7 90 \n", - "5 corridor 131.01 56 \n", - "6 stairway 116.4 74 \n", - "7 stairway 155.6 112 \n", - "8 stairway 118.6 58 \n", - "9 corridor 85.12 106 \n", - "10 stairway 82.65 40 \n", - "11 stairway 105.38 76 \n", - "12 stairway 205.27 48 \n", - "13 stairway 71.72 20 \n", - "14 stairway 112.49 240 \n", - "15 stairway 90.18 15 \n", - "16 corridor 79.09 48 \n", - "17 stairway 98.3 66 \n", - "18 stairway 92.48 52 \n", - "19 stairway 106.01 65 \n", - "20 stairway 49.59 60 \n", - "21 stairway 107.46 92 \n", - "22 corridor 55.0 144 \n", - "23 stairway 59.5 90 \n", - "24 corridor 114.52 180 \n", - "25 stairway 101.51 26 \n", - "26 stairway 43.92 230 \n", - "27 stairway 54.86 5 \n", - "28 stairway 110.72 43 \n", - "29 stairway 83.61 35 \n", - "... ... ... ... \n", - "3888 stairway 114.38 65 \n", - "3889 stairway 230.65 144 \n", - "3890 stairway 111.48 46 \n", - "3891 stairway 108.08 323 \n", - "3892 stairway 79.87 68 \n", - "3893 stairway 102.9 321 \n", - "3894 corridor 76.73 770 \n", - "3895 corridor 52.55 1350 \n", - "3896 corridor 81.09 312 \n", - "3897 corridor 92.57 164 \n", - "3898 stairway 78.19 340 \n", - "3899 stairway 113.53 426 \n", - "3900 corridor 79.22 270 \n", - "3901 stairway 110.8 530 \n", - "3902 corridor 68.12 2960 \n", - "3903 stairway 118.27 71 \n", - "3904 stairway 95.44 340 \n", - "3905 stairway 98.98 9 \n", - "3906 stairway 104.31 152 \n", - "3907 stairway 74.85 284 \n", - "3908 stairway 103.74 370 \n", - "3909 corridor 78.3 600 \n", - "3910 corridor 88.47 53 \n", - "3911 corridor 85.25 60 \n", - "3912 corridor 85.76 315 \n", - "3913 stairway 37.38 840 \n", - "3914 stairway 102.49 648 \n", - "3915 stairway 71.47 29 \n", - "3916 stairway 108.75 0 \n", - "3917 stairway 105.99 430 \n", - "\n", - " room_count bathroom_count \n", - "0 3.0 1.0 \n", - "1 0.0 0.0 \n", - "2 2.0 1.0 \n", - "3 3.0 2.0 \n", - "4 2.0 1.0 \n", - "5 3.0 2.0 \n", - "6 3.0 2.0 \n", - "7 4.0 2.0 \n", - "8 2.0 2.0 \n", - "9 3.0 1.0 \n", - "10 3.0 1.0 \n", - "11 3.0 2.0 \n", - "12 4.0 2.0 \n", - "13 3.0 1.0 \n", - "14 3.0 2.0 \n", - "15 3.0 1.0 \n", - "16 3.0 1.0 \n", - "17 3.0 1.0 \n", - "18 3.0 1.0 \n", - "19 3.0 2.0 \n", - "20 2.0 1.0 \n", - "21 3.0 2.0 \n", - "22 2.0 1.0 \n", - "23 3.0 1.0 \n", - "24 3.0 1.0 \n", - "25 3.0 2.0 \n", - "26 2.0 1.0 \n", - "27 2.0 1.0 \n", - "28 3.0 2.0 \n", - "29 3.0 1.0 \n", - "... ... ... \n", - "3888 3.0 2.0 \n", - "3889 5.0 2.0 \n", - "3890 3.0 2.0 \n", - "3891 3.0 2.0 \n", - "3892 3.0 2.0 \n", - "3893 3.0 2.0 \n", - "3894 3.0 1.0 \n", - "3895 1.0 1.0 \n", - "3896 3.0 1.0 \n", - "3897 3.0 1.0 \n", - "3898 2.0 1.0 \n", - "3899 3.0 2.0 \n", - "3900 3.0 1.0 \n", - "3901 3.0 2.0 \n", - "3902 3.0 1.0 \n", - "3903 3.0 2.0 \n", - "3904 3.0 1.0 \n", - "3905 3.0 1.0 \n", - "3906 3.0 2.0 \n", - "3907 3.0 1.0 \n", - "3908 3.0 2.0 \n", - "3909 3.0 1.0 \n", - "3910 3.0 1.0 \n", - "3911 2.0 1.0 \n", - "3912 2.0 1.0 \n", - "3913 1.0 1.0 \n", - "3914 3.0 2.0 \n", - "3915 3.0 1.0 \n", - "3916 3.0 2.0 \n", - "3917 3.0 2.0 \n", - "\n", - "[3918 rows x 14 columns]" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_test" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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total_missingpercent
total_parking_capacity_in_site3718.31
heat_fuel481.08
front_door_structure451.01
heat_type280.63
bathroom_count50.11
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" - ], - "text/plain": [ - " total_missing percent\n", - "total_parking_capacity_in_site 371 8.31\n", - "heat_fuel 48 1.08\n", - "front_door_structure 45 1.01\n", - "heat_type 28 0.63\n", - "bathroom_count 5 0.11\n", - "room_count 5 0.11" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_test = df_test.replace('-', None)\n", - "\n", - "# Caculuate the percentage of missing data \n", - "total = df_test.isnull().sum()[df_test.isnull().sum() != 0].sort_values(ascending = False)\n", - "percent = pd.Series(round(total/len(df)*100,2))\n", - "pd.concat([total, percent], axis=1, keys=['total_missing', 'percent'])" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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.............................................
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38960159.766560.0107012districtcogenerationcorridor81.093123.01.0
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38990084.93417842.073711districtcogenerationstairway113.534263.02.0
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3455 rows × 14 columns

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" - ], - "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 0 1 83.58 14 \n", - "3 0 1 45.67 8 \n", - "6 0 1 84.46799999999999 1 \n", - "8 0 1 84.78 24 \n", - "9 0 1 59.22 8 \n", - "10 0 0 64.53 1 \n", - "11 0 0 84.87 5 \n", - "12 0 1 181.51 5 \n", - "17 0 0 82.345 2 \n", - "19 0 0 84.96 8 \n", - "21 0 1 84.78 4 \n", - "22 0 1 50.64 5 \n", - "24 0 1 105.47 5 \n", - "28 0 0 84.8439 6 \n", - "29 0 1 59.99 4 \n", - "30 0 0 143.51 2 \n", - "31 0 0 84.72 12 \n", - "32 0 1 59.61 2 \n", - "33 0 1 84.89299999999999 11 \n", - "36 0 0 70.23 20 \n", - "37 0 1 127.15 12 \n", - "38 0 0 84.6869 12 \n", - "41 0 0 58.12 9 \n", - "42 0 0 69.88 11 \n", - "43 0 0 59.58 4 \n", - "44 0 0 59.78 19 \n", - "45 0 0 56.79 3 \n", - "47 0 1 136.224 11 \n", - "48 0 0 83.41 14 \n", - "49 0 0 57.0 5 \n", - "... ... ... ... ... \n", - "3886 0 0 72.2358 5 \n", - "3887 0 0 49.94 10 \n", - "3888 0 0 84.8644 10 \n", - "3889 0 0 188.08 19 \n", - "3890 0 0 84.6588 5 \n", - "3891 0 0 84.99 18 \n", - "3892 0 1 59.99 4 \n", - "3893 0 1 84.98 7 \n", - "3894 0 1 59.34 7 \n", - "3895 0 1 36.16 4 \n", - "3896 0 1 59.76 6 \n", - "3897 0 1 71.05 9 \n", - "3898 0 0 59.88 17 \n", - "3899 0 0 84.9341 7 \n", - "3901 0 0 84.9669 31 \n", - "3902 0 0 49.08 16 \n", - "3903 0 0 84.9197 12 \n", - "3904 0 0 74.6 25 \n", - "3905 0 0 81.39 10 \n", - "3906 0 0 84.7 2 \n", - "3907 0 0 59.76 11 \n", - "3908 0 0 84.945 13 \n", - "3909 0 0 57.09 16 \n", - "3910 0 1 59.34 4 \n", - "3911 0 1 59.96 1 \n", - "3912 0 1 63.53 8 \n", - "3914 0 1 84.89 25 \n", - "3915 0 1 57.46 15 \n", - "3916 0 1 84.88 5 \n", - "3917 0 0 84.7808 4 \n", - "\n", - " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 375.0 375 \n", - "3 216.0 419 \n", - "6 146.0 219 \n", - "8 318.0 240 \n", - "9 540.0 1880 \n", - "10 7.0 101 \n", - "11 52.0 118 \n", - "12 240.0 112 \n", - "17 87.0 174 \n", - "19 73.0 113 \n", - "21 132.0 107 \n", - "22 182.0 182 \n", - "24 630.0 450 \n", - "28 176.0 163 \n", - "29 693.0 588 \n", - "30 505.0 505 \n", - "31 62.0 104 \n", - "32 63.0 101 \n", - "33 195.0 165 \n", - "36 122.0 100 \n", - "37 785.0 786 \n", - "38 139.0 153 \n", - "41 55.0 100 \n", - "42 57.0 142 \n", - "43 220.0 140 \n", - "44 355.0 355 \n", - "45 85.0 134 \n", - "47 118.0 141 \n", - "48 200.0 188 \n", - "49 187.0 181 \n", - "... ... ... \n", - "3886 3400.0 3160 \n", - "3887 1600.0 1320 \n", - "3888 777.0 773 \n", - "3889 4515.0 2637 \n", - "3890 918.0 712 \n", - "3891 876.0 819 \n", - "3892 1651.0 1122 \n", - "3893 234.0 321 \n", - "3894 3146.0 2810 \n", - "3895 1980.0 1980 \n", - "3896 560.0 1070 \n", - "3897 962.0 566 \n", - "3898 1110.0 1206 \n", - "3899 842.0 737 \n", - "3901 1761.0 1326 \n", - "3902 2500.0 2960 \n", - "3903 392.0 407 \n", - "3904 1282.0 1166 \n", - "3905 131.0 160 \n", - "3906 249.0 300 \n", - "3907 1673.0 1424 \n", - "3908 471.0 450 \n", - "3909 800.0 1000 \n", - "3910 111.0 107 \n", - "3911 141.0 126 \n", - "3912 570.0 570 \n", - "3914 1875.0 2075 \n", - "3915 130.0 146 \n", - "3916 802.0 860 \n", - "3917 1128.0 978 \n", - "\n", - " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 4 district cogeneration \n", - "3 1 individual gas \n", - "6 4 individual gas \n", - "8 2 district cogeneration \n", - "9 15 central gas \n", - "10 4 individual gas \n", - "11 1 individual gas \n", - "12 4 individual gas \n", - "17 3 individual gas \n", - "19 1 individual gas \n", - "21 1 individual gas \n", - "22 1 district cogeneration \n", - "24 7 central gas \n", - "28 3 individual gas \n", - "29 9 individual gas \n", - "30 4 individual gas \n", - "31 1 individual gas \n", - "32 2 individual gas \n", - "33 3 individual gas \n", - "36 1 individual gas \n", - "37 11 district cogeneration \n", - "38 4 individual gas \n", - "41 1 individual gas \n", - "42 1 individual gas \n", - "43 3 individual gas \n", - "44 2 individual gas \n", - "45 4 individual gas \n", - "47 2 individual gas \n", - "48 3 individual gas \n", - "49 1 individual gas \n", - "... ... ... ... \n", - "3886 30 individual gas \n", - "3887 10 individual gas \n", - "3888 9 individual gas \n", - "3889 30 individual gas \n", - "3890 15 individual gas \n", - "3891 8 individual gas \n", - "3892 22 individual gas \n", - "3893 3 individual gas \n", - "3894 25 individual gas \n", - "3895 11 central gas \n", - "3896 12 district cogeneration \n", - "3897 8 central gas \n", - "3898 12 individual gas \n", - "3899 11 district cogeneration \n", - "3901 9 individual gas \n", - "3902 17 individual gas \n", - "3903 5 individual gas \n", - "3904 10 individual gas \n", - "3905 2 individual gas \n", - "3906 1 individual gas \n", - "3907 18 individual gas \n", - "3908 3 individual gas \n", - "3909 9 individual gas \n", - "3910 1 individual gas \n", - "3911 1 individual gas \n", - "3912 5 individual gas \n", - "3914 21 individual gas \n", - "3915 1 individual gas \n", - "3916 8 individual gas \n", - "3917 13 district cogeneration \n", - "\n", - " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 corridor 107.19 2 \n", - "3 stairway 87.11 1 \n", - "6 stairway 116.4 74 \n", - "8 stairway 118.6 58 \n", - "9 corridor 85.12 106 \n", - "10 stairway 82.65 40 \n", - "11 stairway 105.38 76 \n", - "12 stairway 205.27 48 \n", - "17 stairway 98.3 66 \n", - "19 stairway 106.01 65 \n", - "21 stairway 107.46 92 \n", - "22 corridor 55.0 144 \n", - "24 corridor 114.52 180 \n", - "28 stairway 110.72 43 \n", - "29 stairway 83.61 35 \n", - "30 stairway 166.14 90 \n", - "31 stairway 102.24 67 \n", - "32 stairway 78.55 13 \n", - "33 stairway 105.96 90 \n", - "36 stairway 87.07 2 \n", - "37 stairway 139.53 192 \n", - "38 stairway 110.27 98 \n", - "41 stairway 78.88 9 \n", - "42 stairway 82.82 30 \n", - "43 corridor 68.68 15 \n", - "44 stairway 78.12 276 \n", - "45 mixed 65.59 15 \n", - "47 stairway 159.91 22 \n", - "48 stairway 103.67 90 \n", - "49 corridor 78.34 111 \n", - "... ... ... ... \n", - "3886 stairway 95.84 49 \n", - "3887 corridor 72.95 180 \n", - "3888 stairway 114.38 65 \n", - "3889 stairway 230.65 144 \n", - "3890 stairway 111.48 46 \n", - "3891 stairway 108.08 323 \n", - "3892 stairway 79.87 68 \n", - "3893 stairway 102.9 321 \n", - "3894 corridor 76.73 770 \n", - "3895 corridor 52.55 1350 \n", - "3896 corridor 81.09 312 \n", - "3897 corridor 92.57 164 \n", - "3898 stairway 78.19 340 \n", - "3899 stairway 113.53 426 \n", - "3901 stairway 110.8 530 \n", - "3902 corridor 68.12 2960 \n", - "3903 stairway 118.27 71 \n", - "3904 stairway 95.44 340 \n", - "3905 stairway 98.98 9 \n", - "3906 stairway 104.31 152 \n", - "3907 stairway 74.85 284 \n", - "3908 stairway 103.74 370 \n", - "3909 corridor 78.3 600 \n", - "3910 corridor 88.47 53 \n", - "3911 corridor 85.25 60 \n", - "3912 corridor 85.76 315 \n", - "3914 stairway 102.49 648 \n", - "3915 stairway 71.47 29 \n", - "3916 stairway 108.75 0 \n", - "3917 stairway 105.99 430 \n", - "\n", - " room_count bathroom_count \n", - "0 3.0 1.0 \n", - "3 3.0 2.0 \n", - "6 3.0 2.0 \n", - "8 2.0 2.0 \n", - "9 3.0 1.0 \n", - "10 3.0 1.0 \n", - "11 3.0 2.0 \n", - "12 4.0 2.0 \n", - "17 3.0 1.0 \n", - "19 3.0 2.0 \n", - "21 3.0 2.0 \n", - "22 2.0 1.0 \n", - "24 3.0 1.0 \n", - "28 3.0 2.0 \n", - "29 3.0 1.0 \n", - "30 4.0 2.0 \n", - "31 3.0 2.0 \n", - "32 1.0 1.0 \n", - "33 3.0 2.0 \n", - "36 3.0 2.0 \n", - "37 4.0 2.0 \n", - "38 3.0 2.0 \n", - "41 3.0 1.0 \n", - "42 2.0 1.0 \n", - "43 3.0 1.0 \n", - "44 2.0 1.0 \n", - "45 2.0 1.0 \n", - "47 4.0 2.0 \n", - "48 3.0 1.0 \n", - "49 3.0 2.0 \n", - "... ... ... \n", - "3886 3.0 2.0 \n", - "3887 2.0 1.0 \n", - "3888 3.0 2.0 \n", - "3889 5.0 2.0 \n", - "3890 3.0 2.0 \n", - "3891 3.0 2.0 \n", - "3892 3.0 2.0 \n", - "3893 3.0 2.0 \n", - "3894 3.0 1.0 \n", - "3895 1.0 1.0 \n", - "3896 3.0 1.0 \n", - "3897 3.0 1.0 \n", - "3898 2.0 1.0 \n", - "3899 3.0 2.0 \n", - "3901 3.0 2.0 \n", - "3902 3.0 1.0 \n", - "3903 3.0 2.0 \n", - "3904 3.0 1.0 \n", - "3905 3.0 1.0 \n", - "3906 3.0 2.0 \n", - "3907 3.0 1.0 \n", - "3908 3.0 2.0 \n", - "3909 3.0 1.0 \n", - "3910 3.0 1.0 \n", - "3911 2.0 1.0 \n", - "3912 2.0 1.0 \n", - 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.............................................
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3455 rows × 14 columns

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"3916 802.0 860 \n", - "3917 1128.0 978 \n", - "\n", - " apartment_building_count_in_sites heat_type heat_fuel \\\n", - "0 4 district cogeneration \n", - "3 1 individual gas \n", - "6 4 individual gas \n", - "8 2 district cogeneration \n", - "9 15 central gas \n", - "10 4 individual gas \n", - "11 1 individual gas \n", - "12 4 individual gas \n", - "17 3 individual gas \n", - "19 1 individual gas \n", - "21 1 individual gas \n", - "22 1 district cogeneration \n", - "24 7 central gas \n", - "28 3 individual gas \n", - "29 9 individual gas \n", - "30 4 individual gas \n", - "31 1 individual gas \n", - "32 2 individual gas \n", - "33 3 individual gas \n", - "36 1 individual gas \n", - "37 11 district cogeneration \n", - "38 4 individual gas \n", - "41 1 individual gas \n", - "42 1 individual gas \n", - "43 3 individual gas \n", - "44 2 individual gas \n", - "45 4 individual gas \n", - "47 2 individual gas \n", - "48 3 individual gas \n", - "49 1 individual gas \n", - "... ... ... ... \n", - "3886 30 individual gas \n", - "3887 10 individual gas \n", - "3888 9 individual gas \n", - "3889 30 individual gas \n", - "3890 15 individual gas \n", - "3891 8 individual gas \n", - "3892 22 individual gas \n", - "3893 3 individual gas \n", - "3894 25 individual gas \n", - "3895 11 central gas \n", - "3896 12 district cogeneration \n", - "3897 8 central gas \n", - "3898 12 individual gas \n", - "3899 11 district cogeneration \n", - "3901 9 individual gas \n", - "3902 17 individual gas \n", - "3903 5 individual gas \n", - "3904 10 individual gas \n", - "3905 2 individual gas \n", - "3906 1 individual gas \n", - "3907 18 individual gas \n", - "3908 3 individual gas \n", - "3909 9 individual gas \n", - "3910 1 individual gas \n", - "3911 1 individual gas \n", - "3912 5 individual gas \n", - "3914 21 individual gas \n", - "3915 1 individual gas \n", - "3916 8 individual gas \n", - "3917 13 district cogeneration \n", - "\n", - " front_door_structure supply_area total_household_count_of_area_type \\\n", - "0 corridor 107.19 2 \n", - "3 stairway 87.11 1 \n", - "6 stairway 116.4 74 \n", - "8 stairway 118.6 58 \n", - "9 corridor 85.12 106 \n", - "10 stairway 82.65 40 \n", - "11 stairway 105.38 76 \n", - "12 stairway 205.27 48 \n", - "17 stairway 98.3 66 \n", - "19 stairway 106.01 65 \n", - "21 stairway 107.46 92 \n", - "22 corridor 55.0 144 \n", - "24 corridor 114.52 180 \n", - "28 stairway 110.72 43 \n", - "29 stairway 83.61 35 \n", - "30 stairway 166.14 90 \n", - "31 stairway 102.24 67 \n", - "32 stairway 78.55 13 \n", - "33 stairway 105.96 90 \n", - "36 stairway 87.07 2 \n", - "37 stairway 139.53 192 \n", - "38 stairway 110.27 98 \n", - "41 stairway 78.88 9 \n", - "42 stairway 82.82 30 \n", - "43 corridor 68.68 15 \n", - "44 stairway 78.12 276 \n", - "45 mixed 65.59 15 \n", - "47 stairway 159.91 22 \n", - "48 stairway 103.67 90 \n", - "49 corridor 78.34 111 \n", - "... ... ... ... \n", - "3886 stairway 95.84 49 \n", - "3887 corridor 72.95 180 \n", - "3888 stairway 114.38 65 \n", - "3889 stairway 230.65 144 \n", - "3890 stairway 111.48 46 \n", - "3891 stairway 108.08 323 \n", - "3892 stairway 79.87 68 \n", - "3893 stairway 102.9 321 \n", - "3894 corridor 76.73 770 \n", - "3895 corridor 52.55 1350 \n", - "3896 corridor 81.09 312 \n", - "3897 corridor 92.57 164 \n", - "3898 stairway 78.19 340 \n", - "3899 stairway 113.53 426 \n", - "3901 stairway 110.8 530 \n", - "3902 corridor 68.12 2960 \n", - "3903 stairway 118.27 71 \n", - "3904 stairway 95.44 340 \n", - "3905 stairway 98.98 9 \n", - "3906 stairway 104.31 152 \n", - "3907 stairway 74.85 284 \n", - "3908 stairway 103.74 370 \n", - "3909 corridor 78.3 600 \n", - "3910 corridor 88.47 53 \n", - "3911 corridor 85.25 60 \n", - "3912 corridor 85.76 315 \n", - "3914 stairway 102.49 648 \n", - "3915 stairway 71.47 29 \n", - "3916 stairway 108.75 0 \n", - "3917 stairway 105.99 430 \n", - "\n", - " room_count bathroom_count \n", - "0 3.0 1.0 \n", - "3 3.0 2.0 \n", - "6 3.0 2.0 \n", - "8 2.0 2.0 \n", - "9 3.0 1.0 \n", - "10 3.0 1.0 \n", - "11 3.0 2.0 \n", - "12 4.0 2.0 \n", - "17 3.0 1.0 \n", - "19 3.0 2.0 \n", - "21 3.0 2.0 \n", - "22 2.0 1.0 \n", - "24 3.0 1.0 \n", - "28 3.0 2.0 \n", - "29 3.0 1.0 \n", - "30 4.0 2.0 \n", - "31 3.0 2.0 \n", - "32 1.0 1.0 \n", - "33 3.0 2.0 \n", - "36 3.0 2.0 \n", - "37 4.0 2.0 \n", - "38 3.0 2.0 \n", - "41 3.0 1.0 \n", - "42 2.0 1.0 \n", - "43 3.0 1.0 \n", - "44 2.0 1.0 \n", - "45 2.0 1.0 \n", - "47 4.0 2.0 \n", - "48 3.0 1.0 \n", - "49 3.0 2.0 \n", - "... ... ... \n", - "3886 3.0 2.0 \n", - "3887 2.0 1.0 \n", - "3888 3.0 2.0 \n", - "3889 5.0 2.0 \n", - "3890 3.0 2.0 \n", - "3891 3.0 2.0 \n", - "3892 3.0 2.0 \n", - "3893 3.0 2.0 \n", - "3894 3.0 1.0 \n", - "3895 1.0 1.0 \n", - "3896 3.0 1.0 \n", - "3897 3.0 1.0 \n", - "3898 2.0 1.0 \n", - "3899 3.0 2.0 \n", - "3901 3.0 2.0 \n", - "3902 3.0 1.0 \n", - "3903 3.0 2.0 \n", - "3904 3.0 1.0 \n", - "3905 3.0 1.0 \n", - "3906 3.0 2.0 \n", - "3907 3.0 1.0 \n", - "3908 3.0 2.0 \n", - "3909 3.0 1.0 \n", - "3910 3.0 1.0 \n", - "3911 2.0 1.0 \n", - "3912 2.0 1.0 \n", - 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transaction_real_pricecityexclusive_use_areafloortotal_parking_capacity_in_sitetotal_household_count_in_sitesapartment_building_count_in_sitesheat_typefront_door_structuresupply_areatotal_household_count_of_area_typeroom_countbathroom_countheat_fuel_cogenerationheat_fuel_gas
00183.5814375.03754districtcorridor107.1923.01.010
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90159.228540.0188015centralcorridor85.121063.01.001
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170082.345287.01743individualstairway98.3663.01.001
190084.96873.01131individualstairway106.01653.02.001
210184.784132.01071individualstairway107.46923.02.001
220150.645182.01821districtcorridor55.01442.01.010
2401105.475630.04507centralcorridor114.521803.01.001
280084.84396176.01633individualstairway110.72433.02.001
290159.994693.05889individualstairway83.61353.01.001
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330184.8929999999999911195.01653individualstairway105.96903.02.001
360070.2320122.01001individualstairway87.0723.02.001
3701127.1512785.078611districtstairway139.531924.02.010
380084.686912139.01534individualstairway110.27983.02.001
410058.12955.01001individualstairway78.8893.01.001
420069.881157.01421individualstairway82.82302.01.001
430059.584220.01403individualcorridor68.68153.01.001
440059.7819355.03552individualstairway78.122762.01.001
450056.79385.01344individualmixed65.59152.01.001
4701136.22411118.01412individualstairway159.91224.02.001
480083.4114200.01883individualstairway103.67903.01.001
490057.05187.01811individualcorridor78.341113.02.001
................................................
38860072.235853400.0316030individualstairway95.84493.02.001
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38920159.9941651.0112222individualstairway79.87683.02.001
38930184.987234.03213individualstairway102.93213.02.001
38940159.3473146.0281025individualcorridor76.737703.01.001
38950136.1641980.0198011centralcorridor52.5513501.01.001
38960159.766560.0107012districtcorridor81.093123.01.010
38970171.059962.05668centralcorridor92.571643.01.001
38980059.88171110.0120612individualstairway78.193402.01.001
38990084.93417842.073711districtstairway113.534263.02.010
39010084.9669311761.013269individualstairway110.85303.02.001
39020049.08162500.0296017individualcorridor68.1229603.01.001
39030084.919712392.04075individualstairway118.27713.02.001
39040074.6251282.0116610individualstairway95.443403.01.001
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39080084.94513471.04503individualstairway103.743703.02.001
39090057.0916800.010009individualcorridor78.36003.01.001
39100159.344111.01071individualcorridor88.47533.01.001
39110159.961141.01261individualcorridor85.25602.01.001
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39140184.89251875.0207521individualstairway102.496483.02.001
39150157.4615130.01461individualstairway71.47293.01.001
39160184.885802.08608individualstairway108.7503.02.001
39170084.780841128.097813districtstairway105.994303.02.010
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3455 rows × 15 columns

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" - ], - "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 0 1 83.58 14 \n", - "3 0 1 45.67 8 \n", - "6 0 1 84.46799999999999 1 \n", - "8 0 1 84.78 24 \n", - "9 0 1 59.22 8 \n", - "10 0 0 64.53 1 \n", - "11 0 0 84.87 5 \n", - "12 0 1 181.51 5 \n", - "17 0 0 82.345 2 \n", - "19 0 0 84.96 8 \n", - "21 0 1 84.78 4 \n", - "22 0 1 50.64 5 \n", - "24 0 1 105.47 5 \n", - "28 0 0 84.8439 6 \n", - "29 0 1 59.99 4 \n", - "30 0 0 143.51 2 \n", - "31 0 0 84.72 12 \n", - "32 0 1 59.61 2 \n", - "33 0 1 84.89299999999999 11 \n", - "36 0 0 70.23 20 \n", - "37 0 1 127.15 12 \n", - "38 0 0 84.6869 12 \n", - "41 0 0 58.12 9 \n", - "42 0 0 69.88 11 \n", - "43 0 0 59.58 4 \n", - "44 0 0 59.78 19 \n", - "45 0 0 56.79 3 \n", - "47 0 1 136.224 11 \n", - "48 0 0 83.41 14 \n", - "49 0 0 57.0 5 \n", - "... ... ... ... ... \n", - "3886 0 0 72.2358 5 \n", - "3887 0 0 49.94 10 \n", - "3888 0 0 84.8644 10 \n", - "3889 0 0 188.08 19 \n", - "3890 0 0 84.6588 5 \n", - "3891 0 0 84.99 18 \n", - "3892 0 1 59.99 4 \n", - "3893 0 1 84.98 7 \n", - "3894 0 1 59.34 7 \n", - "3895 0 1 36.16 4 \n", - "3896 0 1 59.76 6 \n", - "3897 0 1 71.05 9 \n", - "3898 0 0 59.88 17 \n", - "3899 0 0 84.9341 7 \n", - "3901 0 0 84.9669 31 \n", - "3902 0 0 49.08 16 \n", - "3903 0 0 84.9197 12 \n", - "3904 0 0 74.6 25 \n", - "3905 0 0 81.39 10 \n", - "3906 0 0 84.7 2 \n", - "3907 0 0 59.76 11 \n", - "3908 0 0 84.945 13 \n", - "3909 0 0 57.09 16 \n", - "3910 0 1 59.34 4 \n", - "3911 0 1 59.96 1 \n", - "3912 0 1 63.53 8 \n", - "3914 0 1 84.89 25 \n", - "3915 0 1 57.46 15 \n", - "3916 0 1 84.88 5 \n", - "3917 0 0 84.7808 4 \n", - "\n", - " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 375.0 375 \n", - "3 216.0 419 \n", - "6 146.0 219 \n", - "8 318.0 240 \n", - "9 540.0 1880 \n", - "10 7.0 101 \n", - "11 52.0 118 \n", - "12 240.0 112 \n", - "17 87.0 174 \n", - "19 73.0 113 \n", - "21 132.0 107 \n", - "22 182.0 182 \n", - "24 630.0 450 \n", - "28 176.0 163 \n", - "29 693.0 588 \n", - "30 505.0 505 \n", - "31 62.0 104 \n", - "32 63.0 101 \n", - "33 195.0 165 \n", - "36 122.0 100 \n", - "37 785.0 786 \n", - "38 139.0 153 \n", - "41 55.0 100 \n", - "42 57.0 142 \n", - "43 220.0 140 \n", - "44 355.0 355 \n", - "45 85.0 134 \n", - "47 118.0 141 \n", - "48 200.0 188 \n", - "49 187.0 181 \n", - "... ... ... \n", - "3886 3400.0 3160 \n", - "3887 1600.0 1320 \n", - "3888 777.0 773 \n", - "3889 4515.0 2637 \n", - "3890 918.0 712 \n", - "3891 876.0 819 \n", - "3892 1651.0 1122 \n", - "3893 234.0 321 \n", - "3894 3146.0 2810 \n", - "3895 1980.0 1980 \n", - "3896 560.0 1070 \n", - "3897 962.0 566 \n", - "3898 1110.0 1206 \n", - "3899 842.0 737 \n", - "3901 1761.0 1326 \n", - "3902 2500.0 2960 \n", - "3903 392.0 407 \n", - "3904 1282.0 1166 \n", - "3905 131.0 160 \n", - "3906 249.0 300 \n", - "3907 1673.0 1424 \n", - "3908 471.0 450 \n", - "3909 800.0 1000 \n", - "3910 111.0 107 \n", - "3911 141.0 126 \n", - "3912 570.0 570 \n", - "3914 1875.0 2075 \n", - "3915 130.0 146 \n", - "3916 802.0 860 \n", - "3917 1128.0 978 \n", - "\n", - " apartment_building_count_in_sites heat_type front_door_structure \\\n", - "0 4 district corridor \n", - "3 1 individual stairway \n", - "6 4 individual stairway \n", - "8 2 district stairway \n", - "9 15 central corridor \n", - "10 4 individual stairway \n", - "11 1 individual stairway \n", - "12 4 individual stairway \n", - "17 3 individual stairway \n", - "19 1 individual stairway \n", - "21 1 individual stairway \n", - "22 1 district corridor \n", - "24 7 central corridor \n", - "28 3 individual stairway \n", - "29 9 individual stairway \n", - "30 4 individual stairway \n", - "31 1 individual stairway \n", - "32 2 individual stairway \n", - "33 3 individual stairway \n", - "36 1 individual stairway \n", - "37 11 district stairway \n", - "38 4 individual stairway \n", - "41 1 individual stairway \n", - "42 1 individual stairway \n", - "43 3 individual corridor \n", - "44 2 individual stairway \n", - "45 4 individual mixed \n", - "47 2 individual stairway \n", - "48 3 individual stairway \n", - "49 1 individual corridor \n", - "... ... ... ... \n", - "3886 30 individual stairway \n", - "3887 10 individual corridor \n", - "3888 9 individual stairway \n", - "3889 30 individual stairway \n", - "3890 15 individual stairway \n", - "3891 8 individual stairway \n", - "3892 22 individual stairway \n", - "3893 3 individual stairway \n", - "3894 25 individual corridor \n", - "3895 11 central corridor \n", - "3896 12 district corridor \n", - "3897 8 central corridor \n", - "3898 12 individual stairway \n", - "3899 11 district stairway \n", - "3901 9 individual stairway \n", - "3902 17 individual corridor \n", - "3903 5 individual stairway \n", - "3904 10 individual stairway \n", - "3905 2 individual stairway \n", - "3906 1 individual stairway \n", - "3907 18 individual stairway \n", - "3908 3 individual stairway \n", - "3909 9 individual corridor \n", - "3910 1 individual corridor \n", - "3911 1 individual corridor \n", - "3912 5 individual corridor \n", - "3914 21 individual stairway \n", - "3915 1 individual stairway \n", - "3916 8 individual stairway \n", - "3917 13 district stairway \n", - "\n", - " supply_area total_household_count_of_area_type room_count \\\n", - "0 107.19 2 3.0 \n", - "3 87.11 1 3.0 \n", - "6 116.4 74 3.0 \n", - "8 118.6 58 2.0 \n", - "9 85.12 106 3.0 \n", - "10 82.65 40 3.0 \n", - "11 105.38 76 3.0 \n", - "12 205.27 48 4.0 \n", - "17 98.3 66 3.0 \n", - "19 106.01 65 3.0 \n", - "21 107.46 92 3.0 \n", - "22 55.0 144 2.0 \n", - "24 114.52 180 3.0 \n", - "28 110.72 43 3.0 \n", - "29 83.61 35 3.0 \n", - "30 166.14 90 4.0 \n", - "31 102.24 67 3.0 \n", - "32 78.55 13 1.0 \n", - "33 105.96 90 3.0 \n", - "36 87.07 2 3.0 \n", - "37 139.53 192 4.0 \n", - "38 110.27 98 3.0 \n", - "41 78.88 9 3.0 \n", - "42 82.82 30 2.0 \n", - "43 68.68 15 3.0 \n", - "44 78.12 276 2.0 \n", - "45 65.59 15 2.0 \n", - "47 159.91 22 4.0 \n", - "48 103.67 90 3.0 \n", - "49 78.34 111 3.0 \n", - "... ... ... ... \n", - "3886 95.84 49 3.0 \n", - "3887 72.95 180 2.0 \n", - "3888 114.38 65 3.0 \n", - "3889 230.65 144 5.0 \n", - "3890 111.48 46 3.0 \n", - "3891 108.08 323 3.0 \n", - "3892 79.87 68 3.0 \n", - "3893 102.9 321 3.0 \n", - "3894 76.73 770 3.0 \n", - "3895 52.55 1350 1.0 \n", - "3896 81.09 312 3.0 \n", - "3897 92.57 164 3.0 \n", - "3898 78.19 340 2.0 \n", - "3899 113.53 426 3.0 \n", - "3901 110.8 530 3.0 \n", - "3902 68.12 2960 3.0 \n", - "3903 118.27 71 3.0 \n", - "3904 95.44 340 3.0 \n", - "3905 98.98 9 3.0 \n", - "3906 104.31 152 3.0 \n", - "3907 74.85 284 3.0 \n", - "3908 103.74 370 3.0 \n", - "3909 78.3 600 3.0 \n", - "3910 88.47 53 3.0 \n", - "3911 85.25 60 2.0 \n", - "3912 85.76 315 2.0 \n", - "3914 102.49 648 3.0 \n", - "3915 71.47 29 3.0 \n", - "3916 108.75 0 3.0 \n", - "3917 105.99 430 3.0 \n", - "\n", - " bathroom_count heat_fuel_cogeneration heat_fuel_gas \n", - "0 1.0 1 0 \n", - "3 2.0 0 1 \n", - "6 2.0 0 1 \n", - "8 2.0 1 0 \n", - "9 1.0 0 1 \n", - "10 1.0 0 1 \n", - "11 2.0 0 1 \n", - 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60184.467999999999991146.02194stairway116.4743.02.001001
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total_household_count_of_area_typeNaN-0.0448450.0444700.5920410.4661921.0000000.103694-0.1036940.1257240.105670-0.161872
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" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "0 0 1 83.58 14 \n", - "3 0 1 45.67 8 \n", - "6 0 1 84.46799999999999 1 \n", - "8 0 1 84.78 24 \n", - "9 0 1 59.22 8 \n", - "\n", - " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "0 375.0 375 \n", - "3 216.0 419 \n", - "6 146.0 219 \n", - "8 318.0 240 \n", - "9 540.0 1880 \n", + " transaction_real_price city floor \\\n", + "count 7.420000e+03 7420.000000 7420.000000 \n", + "mean 4.019043e+08 0.627763 10.281267 \n", + "std 3.140695e+08 0.483434 7.166873 \n", + "min 2.860000e+07 0.000000 -4.000000 \n", + "25% 2.000000e+08 0.000000 5.000000 \n", + "50% 3.300000e+08 1.000000 9.000000 \n", + "75% 5.002500e+08 1.000000 14.000000 \n", + "max 4.800000e+09 1.000000 67.000000 \n", "\n", - " apartment_building_count_in_sites supply_area \\\n", - "0 4 107.19 \n", - "3 1 87.11 \n", - "6 4 116.4 \n", - "8 2 118.6 \n", - "9 15 85.12 \n", + " total_household_count_in_sites apartment_building_count_in_sites \\\n", + "count 7420.000000 7420.000000 \n", + "mean 1196.597170 12.947035 \n", + "std 1120.177079 14.323069 \n", + "min 100.000000 1.000000 \n", + "25% 419.000000 4.000000 \n", + "50% 840.000000 9.000000 \n", + "75% 1592.000000 16.000000 \n", + "max 6864.000000 124.000000 \n", "\n", - " total_household_count_of_area_type room_count bathroom_count \\\n", - "0 2 3.0 1.0 \n", - "3 1 3.0 2.0 \n", - "6 74 3.0 2.0 \n", - "8 58 2.0 2.0 \n", - "9 106 3.0 1.0 \n", + " total_household_count_of_area_type heat_fuel_cogeneration \\\n", + "count 7420.000000 7420.000000 \n", + "mean 297.885445 0.229650 \n", + "std 326.567191 0.420636 \n", + "min 0.000000 0.000000 \n", + "25% 92.000000 0.000000 \n", + "50% 194.000000 0.000000 \n", + "75% 396.000000 0.000000 \n", + "max 2960.000000 1.000000 \n", "\n", - " heat_fuel_cogeneration heat_fuel_gas heat_type_central \\\n", - "0 1 0 0 \n", - "3 0 1 0 \n", - "6 0 1 0 \n", - "8 1 0 0 \n", - "9 0 1 1 \n", + " heat_fuel_gas heat_type_central heat_type_district \\\n", + "count 7420.000000 7420.000000 7420.000000 \n", + "mean 0.770350 0.085310 0.228706 \n", + "std 0.420636 0.279361 0.420028 \n", + "min 0.000000 0.000000 0.000000 \n", + "25% 1.000000 0.000000 0.000000 \n", + "50% 1.000000 0.000000 0.000000 \n", + "75% 1.000000 0.000000 0.000000 \n", + "max 1.000000 1.000000 1.000000 \n", "\n", - " heat_type_district heat_type_individual front_door_structure_corridor \\\n", - "0 1 0 1 \n", - "3 0 1 0 \n", - "6 0 1 0 \n", - "8 1 0 0 \n", - "9 0 0 1 \n", + " heat_type_individual front_door_structure_corridor \\\n", + "count 7420.000000 7420.000000 \n", + "mean 0.685984 0.260377 \n", + "std 0.464154 0.438870 \n", + "min 0.000000 0.000000 \n", + "25% 0.000000 0.000000 \n", + "50% 1.000000 0.000000 \n", + "75% 1.000000 1.000000 \n", + "max 1.000000 1.000000 \n", "\n", - " front_door_structure_mixed front_door_structure_stairway \n", - "0 0 0 \n", - "3 0 1 \n", - "6 0 1 \n", - "8 0 1 \n", - "9 0 0 " + " front_door_structure_mixed front_door_structure_stairway \n", + "count 7420.000000 7420.000000 \n", + "mean 0.016577 0.723046 \n", + "std 0.127688 0.447524 \n", + "min 0.000000 0.000000 \n", + "25% 0.000000 0.000000 \n", + "50% 0.000000 1.000000 \n", + "75% 0.000000 1.000000 \n", + "max 1.000000 1.000000 " ] }, - "execution_count": 37, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "onehot_encoding_door_structure = pd.get_dummies(df_test['front_door_structure'], prefix = 'front_door_structure')\n", - "df_test = df_test.drop('front_door_structure', 1)\n", - "## Combine the dummy variable with dataset\n", - "df_test = pd.concat([df_test, onehot_encoding_door_structure], axis=1)\n", - "df_test.head()\n" + "df.describe()" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "numpy.uint8" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df['heat_fuel_cogeneration'][0])" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "df['exclusive_use_area']= pd.to_numeric(df['exclusive_use_area'])" + ] + }, + { + "cell_type": "code", + "execution_count": 52, "metadata": {}, "outputs": [ { @@ -20715,32 +10727,30 @@ "numpy.float64" ] }, - "execution_count": 38, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "type(df_test['heat_fuel_cogeneration'][0])\n", - "df_test['exclusive_use_area']= pd.to_numeric(df_test['exclusive_use_area'])\n", - "type(df_test['exclusive_use_area'][0])" + "type(df['exclusive_use_area'][0])" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ - "df_test['total_parking_capacity_in_site']= pd.to_numeric(df_test['total_parking_capacity_in_site'])\n", - "df_test['supply_area']= pd.to_numeric(df_test['supply_area'])\n", - "df_test['room_count']= pd.to_numeric(df_test['room_count'])\n", - "df_test['bathroom_count']= pd.to_numeric(df_test['bathroom_count'])\n" + "df['total_parking_capacity_in_site']= pd.to_numeric(df['total_parking_capacity_in_site'])\n", + "df['supply_area']= pd.to_numeric(df['supply_area'])\n", + "df['room_count']= pd.to_numeric(df['room_count'])\n", + "df['bathroom_count']= pd.to_numeric(df['bathroom_count'])\n" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 54, "metadata": {}, "outputs": [ { @@ -20788,80 +10798,80 @@ " \n", " \n", " count\n", - 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" 0.050651\n", - " 0.178582\n", - " 0.770767\n", - " 0.200868\n", - " 0.017656\n", - " 0.781476\n", + " 4.019043e+08\n", + " 0.627763\n", + " 79.577983\n", + " 10.281267\n", + " 1326.689623\n", + " 1196.597170\n", + " 12.947035\n", + " 102.352199\n", + " 297.885445\n", + " 2.951078\n", + " 1.595013\n", + " 0.229650\n", + " 0.770350\n", + " 0.085310\n", + " 0.228706\n", + " 0.685984\n", + " 0.260377\n", + " 0.016577\n", + " 0.723046\n", " \n", " \n", " std\n", - " 0.0\n", - " 0.45939\n", - " 27.988211\n", - " 6.656944\n", - " 708.010248\n", - " 590.225969\n", - " 7.394184\n", - " 32.458051\n", - " 187.134431\n", - " 0.640265\n", - " 0.495260\n", - " 0.384267\n", - " 0.384267\n", - " 0.219316\n", - " 0.383057\n", - " 0.420400\n", - " 0.400708\n", - " 0.131715\n", - " 0.413305\n", + " 3.140695e+08\n", + " 0.483434\n", + " 27.702214\n", + " 7.166873\n", + " 1435.756776\n", + " 1120.177079\n", + " 14.323069\n", + " 32.722972\n", + " 326.567191\n", + " 0.665443\n", + " 0.508721\n", + " 0.420636\n", + " 0.420636\n", + " 0.279361\n", + " 0.420028\n", + " 0.464154\n", + " 0.438870\n", + " 0.127688\n", + " 0.447524\n", " \n", " \n", " min\n", - " 0.0\n", - " 0.00000\n", - " 16.536000\n", - " -1.000000\n", + " 2.860000e+07\n", " 0.000000\n", - " 99.000000\n", + " 16.396000\n", + " -4.000000\n", + " 0.000000\n", + " 100.000000\n", " 1.000000\n", - " 25.120000\n", + " 24.960000\n", " 0.000000\n", " 0.000000\n", " 0.000000\n", @@ -20876,37 +10886,37 @@ " \n", " \n", " 25%\n", - " 0.0\n", - " 0.00000\n", - " 59.950000\n", + " 2.000000e+08\n", + " 0.000000\n", + " 59.850000\n", + " 5.000000\n", + " 413.000000\n", + " 419.000000\n", " 4.000000\n", - " 195.000000\n", - " 192.000000\n", - " 2.000000\n", - " 82.990000\n", - " 51.000000\n", + " 80.170000\n", + " 92.000000\n", " 3.000000\n", " 1.000000\n", " 0.000000\n", " 1.000000\n", " 0.000000\n", " 0.000000\n", - " 1.000000\n", " 0.000000\n", " 0.000000\n", - " 1.000000\n", + " 0.000000\n", + " 0.000000\n", " \n", " \n", " 50%\n", - " 0.0\n", - " 1.00000\n", - " 84.690000\n", - " 8.000000\n", - " 351.000000\n", - " 335.000000\n", - " 4.000000\n", - " 105.190000\n", - " 104.000000\n", + " 3.300000e+08\n", + " 1.000000\n", + " 84.512000\n", + " 9.000000\n", + " 816.000000\n", + " 840.000000\n", + " 9.000000\n", + " 103.330000\n", + " 194.000000\n", " 3.000000\n", " 2.000000\n", " 0.000000\n", @@ -20920,15 +10930,15 @@ " \n", " \n", " 75%\n", - " 0.0\n", - " 1.00000\n", + " 5.002500e+08\n", + " 1.000000\n", " 84.980000\n", - " 13.000000\n", - " 686.500000\n", - " 633.000000\n", - " 8.000000\n", - " 112.920000\n", - " 201.000000\n", + " 14.000000\n", + " 1625.000000\n", + " 1592.000000\n", + " 16.000000\n", + " 112.092500\n", + " 396.000000\n", " 3.000000\n", " 2.000000\n", " 0.000000\n", @@ -20936,20 +10946,20 @@ " 0.000000\n", " 0.000000\n", " 1.000000\n", - " 0.000000\n", + " 1.000000\n", " 0.000000\n", " 1.000000\n", " \n", " \n", " max\n", - " 0.0\n", - " 1.00000\n", - " 257.260000\n", - " 57.000000\n", + " 4.800000e+09\n", + " 1.000000\n", + " 245.390000\n", + " 67.000000\n", " 9766.000000\n", " 6864.000000\n", " 124.000000\n", - " 324.010000\n", + " 330.940000\n", " 2960.000000\n", " 6.000000\n", " 4.000000\n", @@ -20967,50 +10977,50 @@ "" ], "text/plain": [ - " transaction_real_price city exclusive_use_area floor \\\n", - "count 3455.0 3455.00000 3455.000000 3455.000000 \n", - "mean 0.0 0.69754 82.999469 9.409841 \n", - "std 0.0 0.45939 27.988211 6.656944 \n", - "min 0.0 0.00000 16.536000 -1.000000 \n", - "25% 0.0 0.00000 59.950000 4.000000 \n", - "50% 0.0 1.00000 84.690000 8.000000 \n", - "75% 0.0 1.00000 84.980000 13.000000 \n", - "max 0.0 1.00000 257.260000 57.000000 \n", + " transaction_real_price city exclusive_use_area floor \\\n", + "count 7.420000e+03 7420.000000 7420.000000 7420.000000 \n", + "mean 4.019043e+08 0.627763 79.577983 10.281267 \n", + "std 3.140695e+08 0.483434 27.702214 7.166873 \n", + "min 2.860000e+07 0.000000 16.396000 -4.000000 \n", + "25% 2.000000e+08 0.000000 59.850000 5.000000 \n", + "50% 3.300000e+08 1.000000 84.512000 9.000000 \n", + "75% 5.002500e+08 1.000000 84.980000 14.000000 \n", + "max 4.800000e+09 1.000000 245.390000 67.000000 \n", "\n", " total_parking_capacity_in_site total_household_count_in_sites \\\n", - "count 3455.000000 3455.000000 \n", - "mean 583.170188 530.405499 \n", - "std 708.010248 590.225969 \n", - "min 0.000000 99.000000 \n", - "25% 195.000000 192.000000 \n", - "50% 351.000000 335.000000 \n", - "75% 686.500000 633.000000 \n", + "count 7420.000000 7420.000000 \n", + "mean 1326.689623 1196.597170 \n", + "std 1435.756776 1120.177079 \n", + "min 0.000000 100.000000 \n", + "25% 413.000000 419.000000 \n", + "50% 816.000000 840.000000 \n", + "75% 1625.000000 1592.000000 \n", "max 9766.000000 6864.000000 \n", "\n", " apartment_building_count_in_sites supply_area \\\n", - "count 3455.000000 3455.000000 \n", - "mean 6.222576 105.883375 \n", - "std 7.394184 32.458051 \n", - "min 1.000000 25.120000 \n", - "25% 2.000000 82.990000 \n", - "50% 4.000000 105.190000 \n", - "75% 8.000000 112.920000 \n", - "max 124.000000 324.010000 \n", + "count 7420.000000 7420.000000 \n", + "mean 12.947035 102.352199 \n", + "std 14.323069 32.722972 \n", + "min 1.000000 24.960000 \n", + "25% 4.000000 80.170000 \n", + "50% 9.000000 103.330000 \n", + "75% 16.000000 112.092500 \n", + "max 124.000000 330.940000 \n", "\n", " total_household_count_of_area_type room_count bathroom_count \\\n", - "count 3455.000000 3455.000000 3455.000000 \n", - "mean 161.638205 3.029812 1.668886 \n", - "std 187.134431 0.640265 0.495260 \n", + "count 7420.000000 7420.000000 7420.000000 \n", + "mean 297.885445 2.951078 1.595013 \n", + "std 326.567191 0.665443 0.508721 \n", "min 0.000000 0.000000 0.000000 \n", - "25% 51.000000 3.000000 1.000000 \n", - "50% 104.000000 3.000000 2.000000 \n", - "75% 201.000000 3.000000 2.000000 \n", + "25% 92.000000 3.000000 1.000000 \n", + "50% 194.000000 3.000000 2.000000 \n", + "75% 396.000000 3.000000 2.000000 \n", "max 2960.000000 6.000000 4.000000 \n", "\n", " heat_fuel_cogeneration heat_fuel_gas heat_type_central \\\n", - "count 3455.000000 3455.000000 3455.000000 \n", - "mean 0.180029 0.819971 0.050651 \n", - "std 0.384267 0.384267 0.219316 \n", + "count 7420.000000 7420.000000 7420.000000 \n", + "mean 0.229650 0.770350 0.085310 \n", + "std 0.420636 0.420636 0.279361 \n", "min 0.000000 0.000000 0.000000 \n", "25% 0.000000 1.000000 0.000000 \n", "50% 0.000000 1.000000 0.000000 \n", @@ -21018,52 +11028,54 @@ "max 1.000000 1.000000 1.000000 \n", "\n", " heat_type_district heat_type_individual \\\n", - "count 3455.000000 3455.000000 \n", - "mean 0.178582 0.770767 \n", - "std 0.383057 0.420400 \n", + "count 7420.000000 7420.000000 \n", + "mean 0.228706 0.685984 \n", + "std 0.420028 0.464154 \n", "min 0.000000 0.000000 \n", - "25% 0.000000 1.000000 \n", + "25% 0.000000 0.000000 \n", "50% 0.000000 1.000000 \n", "75% 0.000000 1.000000 \n", "max 1.000000 1.000000 \n", "\n", " front_door_structure_corridor front_door_structure_mixed \\\n", - "count 3455.000000 3455.000000 \n", - "mean 0.200868 0.017656 \n", - "std 0.400708 0.131715 \n", + "count 7420.000000 7420.000000 \n", + "mean 0.260377 0.016577 \n", + "std 0.438870 0.127688 \n", "min 0.000000 0.000000 \n", "25% 0.000000 0.000000 \n", "50% 0.000000 0.000000 \n", - "75% 0.000000 0.000000 \n", + "75% 1.000000 0.000000 \n", "max 1.000000 1.000000 \n", "\n", " front_door_structure_stairway \n", - "count 3455.000000 \n", - "mean 0.781476 \n", - "std 0.413305 \n", + "count 7420.000000 \n", + "mean 0.723046 \n", + "std 0.447524 \n", "min 0.000000 \n", - "25% 1.000000 \n", + "25% 0.000000 \n", "50% 1.000000 \n", "75% 1.000000 \n", "max 1.000000 " ] }, - "execution_count": 40, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df_test.describe()" + "df.describe()" ] }, { "cell_type": "code", - "execution_count": 41, - "metadata": {}, + "execution_count": 55, + "metadata": { + "scrolled": true + }, "outputs": [], "source": [ - "df.to_csv(\"data/testPriceCleaned.csv\",sep=\",\",index=False,header=True)" + "df.to_csv(\"trainPriceCleaned.csv\",sep=\",\",index=False,header=True)" ] }, { @@ -21080,6 +11092,55 @@ "outputs": [], "source": [] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/DS/UnClean.ipynb b/DS/UnClean.ipynb deleted file mode 100644 index cd06358..0000000 --- a/DS/UnClean.ipynb +++ /dev/null @@ -1,1023 +0,0 @@ -{ - 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key apartment_id city transaction_year_month transaction_date year_of_completion exclusive_use_area floor latitude longitude address_by_law total_parking_capacity_in_site total_household_count_in_sites apartment_building_count_in_sites tallest_building_in_sites lowest_building_in_sites heat_type heat_fuel room_id supply_area total_household_count_of_area_type room_count bathroom_count front_door_structure transaction_real_price
type int int int int enum int real int real real int int int int int int enum enum int real int int int enum int
mins 0.0 3.0 0.0 200601.0 1962.0 16.396 -4.0 35.04878639164053 126.806101531203721111011500.0 0.0 99.0 1.0 5.0 1.0 13.0 20.1 0.0 0.0 0.0 7000000.0
mean 800759.74481753477781.1492958291750.6252877065773813201241.55087676362 1998.6448149124114 79.46862932911755 10.13031000500793536.661949473346986127.774490444802441704231534.48906091350.1904348373296 1181.6275163007713 12.747295901609656 20.773567562875865 13.93617030576684 34813.10043660217102.0035307638414 293.1755818760154 2.951266486627974 1.5871728989915466 402175230.25892633
maxs 1605373.0 50264.0 1.0 201810.0 2018.0 295.434 80.0 37.68763299875252 129.237592 2671033029.0 9766.0 6864.0 124.0 80.0 70.0 192252.0 423.4 2960.0 8.0 5.0 8200000000.0
sigma 462350.50613731097384.5264510849990.4840486926815515377.5998216160958 8.444635366614945 28.000543057488933 7.194128872604277 1.157632092872639 1.0055565155109043721639314.9042882 1494.4727041151286 1128.0924817332586 13.991570692148471 8.750387946359558 6.7859730213432705 41577.7528706117433.060492260811195323.7871566888945 0.66534490776498640.5071749594056251 322386136.9694438
zeros 1 0 600086 0 0 0 0 0 0 0 823 0 0 0 0 0 0 16456 3231 3231 0
missing0 0 0 0 0 0 0 0 0 0 0 91813 0 0 9 9 0 0 0 0 0 691 691 0 0
0 0.0 5584.0 1.0 200601.0 11~20 1999.0 47.43 6.0 37.58596505640614 127.000230967873161111017100.0 163.0 136.0 1.0 8.0 4.0 individual gas 91120.0 65.63 46.0 1.0 1.0 corridor 215000000.0
1 1.0 5584.0 1.0 200601.0 11~20 1999.0 44.37 8.0 37.58596505640614 127.000230967873161111017100.0 163.0 136.0 1.0 8.0 4.0 individual gas 91119.0 61.39 10.0 2.0 1.0 corridor 200000000.0
2 2.0 5059.0 1.0 200601.0 11~20 1992.0 54.7 8.0 37.58051141258221 127.0140155572653 1111017400.0 902.0 585.0 5.0 14.0 9.0 individual gas 8430.0 72.36 201.0 2.0 1.0 corridor 168000000.0
3 3.0 2816.0 1.0 200601.0 11~20 1993.0 64.66 11.0 37.58032424937553 127.011787529649151111017400.0 902.0 919.0 7.0 15.0 11.0 individual gas 5839.0 87.3 284.0 2.0 1.0 corridor 165000000.0
4 4.0 2816.0 1.0 200601.0 11~20 1993.0 106.62 7.0 37.58032424937553 127.011787529649151111017400.0 902.0 919.0 7.0 15.0 11.0 individual gas 5836.0 127.74 112.0 4.0 2.0 stairway 280000000.0
5 5.0 2815.0 1.0 200601.0 11~20 2000.0 84.92 9.0 37.57538088268452 126.960804414293881111018700.0 1365.0 964.0 12.0 23.0 10.0 individual gas 5831.0 109.88 454.0 3.0 2.0 stairway 415000000.0
6 6.0 2815.0 1.0 200601.0 11~20 2000.0 60.0 13.0 37.57538088268452 126.960804414293881111018700.0 1365.0 964.0 12.0 23.0 10.0 individual gas 5833.0 84.33 207.0 3.0 1.0 corridor 267000000.0
7 7.0 9867.0 1.0 200601.0 11~20 2005.0 84.76 10.0 37.559200289662186127.019503011217961114016200.0 652.0 461.0 9.0 23.0 6.0 individual gas 11862.0 104.3 82.0 3.0 2.0 stairway 415000000.0
8 8.0 2818.0 1.0 200601.0 11~20 1999.0 84.88 18.0 37.55506002671394 127.014495168752031114016200.0 2091.0 2282.0 19.0 20.0 8.0 individual gas 5843.0 107.65 576.0 3.0 2.0 stairway 310000000.0
9 9.0 2817.0 1.0 200601.0 11~20 2002.0 59.94 12.0 37.549827554484295127.009284045214121114016200.0 4329.0 5150.0 42.0 18.0 11.0 individual gas 5842.0 85.9 864.0 3.0 1.0 corridor 319000000.0
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "hf.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "target = 'transaction_real_price'" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['key', 'apartment_id', 'city', 'transaction_year_month', 'transaction_date', 'year_of_completion', 'exclusive_use_area', 'floor', 'latitude', 'longitude', 'address_by_law', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'tallest_building_in_sites', 'lowest_building_in_sites', 'heat_type', 'heat_fuel', 'room_id', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'front_door_structure']\n", - "target : transaction_real_price\n" - ] - } - ], - "source": [ - "y=target\n", - "X=[name for name in hf.columns if name != y]\n", - "print(X)\n", - "print('target :',y)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# Set up AutoML\n", - "aml = H2OAutoML(max_runtime_secs=300 ,exclude_algos = ['DeepLearning'])" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AutoML progress: |████████████████████████████████████████████████████████| 100%\n" - ] - } - ], - "source": [ - "aml.train(x=X,y=y,training_frame=hf)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "This H2OFrame is empty.\n", - "\n" - ] - } - ], - "source": [ - "print(aml.leaderboard)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/DS/Untitled.ipynb b/DS/Untitled.ipynb new file mode 100644 index 0000000..9e650e4 --- /dev/null +++ b/DS/Untitled.ipynb @@ -0,0 +1,717 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import h2o\n", + "from h2o.automl import H2OAutoML\n", + "import random, os, sys\n", + "from datetime import datetime\n", + "import pandas as pd\n", + "import logging\n", + "import csv\n", + "import optparse\n", + "import time\n", + "import json\n", + "from distutils.util import strtobool\n", + "import psutil\n", + "import numpy as np\n", + "import datetime" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on package h2o:\n", + "\n", + "NAME\n", + " h2o - :mod:`h2o` -- module for using H2O services.\n", + "\n", + "DESCRIPTION\n", + " (please add description).\n", + "\n", + "PACKAGE CONTENTS\n", + " assembly\n", + " astfun\n", + " auth\n", + " automl (package)\n", + " backend (package)\n", + " cross_validation\n", + " demos\n", + " display\n", + " estimators (package)\n", + " exceptions\n", + " expr\n", + " expr_optimizer\n", + " frame\n", + " grid (package)\n", + " group_by\n", + " h2o\n", + " job\n", + " model (package)\n", + " persist (package)\n", + " pipeline (package)\n", + " schemas (package)\n", + " targetencoder\n", + " transforms (package)\n", + " tree (package)\n", + " two_dim_table\n", + " utils (package)\n", + "\n", + "FUNCTIONS\n", + " api(endpoint, data=None, json=None, filename=None, save_to=None)\n", + " Perform a REST API request to a previously connected server.\n", + " \n", + " This function is mostly for internal purposes, but may occasionally be useful for direct access to\n", + " the backend H2O server. It has same parameters as :meth:`H2OConnection.request `.\n", + " \n", + " as_list(data, use_pandas=True, header=True)\n", + " Convert an H2O data object into a python-specific object.\n", + " \n", + " WARNING! This will pull all data local!\n", + " \n", + " If Pandas is available (and use_pandas is True), then pandas will be used to parse the\n", + " data frame. Otherwise, a list-of-lists populated by character data will be returned (so\n", + " the types of data will all be str).\n", + " \n", + " :param data: an H2O data object.\n", + " :param use_pandas: If True, try to use pandas for reading in the data.\n", + " :param header: If True, return column names as first element in list\n", + " \n", + " :returns: List of lists (Rows x Columns).\n", + " \n", + " assign(data, xid)\n", + " (internal) Assign new id to the frame.\n", + " \n", + " :param data: an H2OFrame whose id should be changed\n", + " :param xid: new id for the frame.\n", + " :returns: the passed frame.\n", + " \n", + " cluster()\n", + " Return :class:`H2OCluster` object describing the backend H2O cluster.\n", + " \n", + " cluster_info(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().show_status()``.\n", + " \n", + " cluster_status(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().show_status(True)``.\n", + " \n", + " connect(server=None, url=None, ip=None, port=None, https=None, verify_ssl_certificates=None, auth=None, proxy=None, cookies=None, verbose=True, config=None)\n", + " Connect to an existing H2O server, remote or local.\n", + " \n", + " There are two ways to connect to a server: either pass a `server` parameter containing an instance of\n", + " an H2OLocalServer, or specify `ip` and `port` of the server that you want to connect to.\n", + " \n", + " :param server: An H2OLocalServer instance to connect to (optional).\n", + " :param url: Full URL of the server to connect to (can be used instead of `ip` + `port` + `https`).\n", + " :param ip: The ip address (or host name) of the server where H2O is running.\n", + " :param port: Port number that H2O service is listening to.\n", + " :param https: Set to True to connect via https:// instead of http://.\n", + " :param verify_ssl_certificates: When using https, setting this to False will disable SSL certificates verification.\n", + " :param auth: Either a (username, password) pair for basic authentication, an instance of h2o.auth.SpnegoAuth\n", + " or one of the requests.auth authenticator objects.\n", + " :param proxy: Proxy server address.\n", + " :param cookies: Cookie (or list of) to add to request\n", + " :param verbose: Set to False to disable printing connection status messages.\n", + " :param connection_conf: Connection configuration object encapsulating connection parameters.\n", + " :returns: the new :class:`H2OConnection` object.\n", + " \n", + " connection()\n", + " Return the current :class:`H2OConnection` handler.\n", + " \n", + " create_frame(frame_id=None, rows=10000, cols=10, randomize=True, real_fraction=None, categorical_fraction=None, integer_fraction=None, binary_fraction=None, time_fraction=None, string_fraction=None, value=0, real_range=100, factors=100, integer_range=100, binary_ones_fraction=0.02, missing_fraction=0.01, has_response=False, response_factors=2, positive_response=False, seed=None, seed_for_column_types=None)\n", + " Create a new frame with random data.\n", + " \n", + " Creates a data frame in H2O with real-valued, categorical, integer, and binary columns specified by the user.\n", + " \n", + " :param frame_id: the destination key. If empty, this will be auto-generated.\n", + " :param rows: the number of rows of data to generate.\n", + " :param cols: the number of columns of data to generate. Excludes the response column if has_response is True.\n", + " :param randomize: If True, data values will be randomly generated. This must be True if either\n", + " categorical_fraction or integer_fraction is non-zero.\n", + " :param value: if randomize is False, then all real-valued entries will be set to this value.\n", + " :param real_range: the range of randomly generated real values.\n", + " :param real_fraction: the fraction of columns that are real-valued.\n", + " :param categorical_fraction: the fraction of total columns that are categorical.\n", + " :param factors: the number of (unique) factor levels in each categorical column.\n", + " :param integer_fraction: the fraction of total columns that are integer-valued.\n", + " :param integer_range: the range of randomly generated integer values.\n", + " :param binary_fraction: the fraction of total columns that are binary-valued.\n", + " :param binary_ones_fraction: the fraction of values in a binary column that are set to 1.\n", + " :param time_fraction: the fraction of randomly created date/time columns.\n", + " :param string_fraction: the fraction of randomly created string columns.\n", + " :param missing_fraction: the fraction of total entries in the data frame that are set to NA.\n", + " :param has_response: A logical value indicating whether an additional response column should be prepended to the\n", + " final H2O data frame. If set to True, the total number of columns will be ``cols + 1``.\n", + " :param response_factors: if has_response is True, then this variable controls the type of the \"response\" column:\n", + " setting response_factors to 1 will generate real-valued response, any value greater or equal than 2 will\n", + " create categorical response with that many categories.\n", + " :param positive_reponse: when response variable is present and of real type, this will control whether it\n", + " contains positive values only, or both positive and negative.\n", + " :param seed: a seed used to generate random values when ``randomize`` is True.\n", + " :param seed_for_column_types: a seed used to generate random column types when ``randomize`` is True.\n", + " \n", + " :returns: an :class:`H2OFrame` object\n", + " \n", + " deep_copy(data, xid)\n", + " Create a deep clone of the frame ``data``.\n", + " \n", + " :param data: an H2OFrame to be cloned\n", + " :param xid: (internal) id to be assigned to the new frame.\n", + " :returns: new :class:`H2OFrame` which is the clone of the passed frame.\n", + " \n", + " demo(funcname, interactive=True, echo=True, test=False)\n", + " H2O built-in demo facility.\n", + " \n", + " :param funcname: A string that identifies the h2o python function to demonstrate.\n", + " :param interactive: If True, the user will be prompted to continue the demonstration after every segment.\n", + " :param echo: If True, the python commands that are executed will be displayed.\n", + " :param test: If True, `h2o.init()` will not be called (used for pyunit testing).\n", + " \n", + " :example:\n", + " >>> import h2o\n", + " >>> h2o.demo(\"gbm\")\n", + " \n", + " download_all_logs(dirname='.', filename=None)\n", + " Download H2O log files to disk.\n", + " \n", + " :param dirname: a character string indicating the directory that the log file should be saved in.\n", + " :param filename: a string indicating the name that the CSV file should be. Note that the saved format is .zip, so the file name must include the .zip extension.\n", + " \n", + " :returns: path of logs written in a zip file.\n", + " \n", + " :examples: The following code will save the zip file `'autoh2o_log.zip'` in a directory that is one down from where you are currently working into a directory called `your_directory_name`. (Please note that `your_directory_name` should be replaced with the name of the directory that you've created and that already exists.)\n", + " \n", + " >>> h2o.download_all_logs(dirname='./your_directory_name/', filename = 'autoh2o_log.zip')\n", + " \n", + " download_csv(data, filename)\n", + " Download an H2O data set to a CSV file on the local disk.\n", + " \n", + " Warning: Files located on the H2O server may be very large! Make sure you have enough\n", + " hard drive space to accommodate the entire file.\n", + " \n", + " :param data: an H2OFrame object to be downloaded.\n", + " :param filename: name for the CSV file where the data should be saved to.\n", + " \n", + " download_pojo(model, path='', get_jar=True, jar_name='')\n", + " Download the POJO for this model to the directory specified by path; if path is \"\", then dump to screen.\n", + " \n", + " :param model: the model whose scoring POJO should be retrieved.\n", + " :param path: an absolute path to the directory where POJO should be saved.\n", + " :param get_jar: retrieve the h2o-genmodel.jar also (will be saved to the same folder ``path``).\n", + " :param jar_name: Custom name of genmodel jar.\n", + " :returns: location of the downloaded POJO file.\n", + " \n", + " enable_expr_optimizations(flag)\n", + " Enable expression tree local optimizations.\n", + " \n", + " export_file(frame, path, force=False, parts=1)\n", + " Export a given H2OFrame to a path on the machine this python session is currently connected to.\n", + " \n", + " :param frame: the Frame to save to disk.\n", + " :param path: the path to the save point on disk.\n", + " :param force: if True, overwrite any preexisting file with the same path\n", + " :param parts: enables export to multiple 'part' files instead of just a single file.\n", + " Convenient for large datasets that take too long to store in a single file.\n", + " Use parts=-1 to instruct H2O to determine the optimal number of part files or\n", + " specify your desired maximum number of part files. Path needs to be a directory\n", + " when exporting to multiple files, also that directory must be empty.\n", + " Default is ``parts = 1``, which is to export to a single file.\n", + " \n", + " flow()\n", + " Open H2O Flow in your browser.\n", + " \n", + " frame(frame_id)\n", + " Retrieve metadata for an id that points to a Frame.\n", + " \n", + " :param frame_id: the key of a Frame in H2O.\n", + " \n", + " :returns: dict containing the frame meta-information.\n", + " \n", + " frames()\n", + " Retrieve all the Frames.\n", + " \n", + " :returns: Meta information on the frames\n", + " \n", + " get_frame(frame_id, **kwargs)\n", + " Obtain a handle to the frame in H2O with the frame_id key.\n", + " \n", + " :param str frame_id: id of the frame to retrieve.\n", + " :returns: an :class:`H2OFrame` object\n", + " \n", + " get_grid(grid_id)\n", + " Return the specified grid.\n", + " \n", + " :param grid_id: The grid identification in h2o\n", + " \n", + " :returns: an :class:`H2OGridSearch` instance.\n", + " \n", + " get_model(model_id)\n", + " Load a model from the server.\n", + " \n", + " :param model_id: The model identification in H2O\n", + " \n", + " :returns: Model object, a subclass of H2OEstimator\n", + " \n", + " get_timezone(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().timezone``.\n", + " \n", + " import_file(path=None, destination_frame=None, parse=True, header=0, sep=None, col_names=None, col_types=None, na_strings=None, pattern=None, skipped_columns=None, custom_non_data_line_markers=None)\n", + " Import a dataset that is already on the cluster.\n", + " \n", + " The path to the data must be a valid path for each node in the H2O cluster. If some node in the H2O cluster\n", + " cannot see the file, then an exception will be thrown by the H2O cluster. Does a parallel/distributed\n", + " multi-threaded pull of the data. The main difference between this method and :func:`upload_file` is that\n", + " the latter works with local files, whereas this method imports remote files (i.e. files local to the server).\n", + " If you running H2O server on your own maching, then both methods behave the same.\n", + " \n", + " :param path: path(s) specifying the location of the data to import or a path to a directory of files to import\n", + " :param destination_frame: The unique hex key assigned to the imported file. If none is given, a key will be\n", + " automatically generated.\n", + " :param parse: If True, the file should be parsed after import. If False, then a list is returned containing the file path.\n", + " :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n", + " :param sep: The field separator character. Values on each line of the file are separated by\n", + " this character. If not provided, the parser will automatically detect the separator.\n", + " :param col_names: A list of column names for the file.\n", + " :param col_types: A list of types or a dictionary of column names to types to specify whether columns\n", + " should be forced to a certain type upon import parsing. If a list, the types for elements that are\n", + " one will be guessed. The possible types a column may have are:\n", + " \n", + " - \"unknown\" - this will force the column to be parsed as all NA\n", + " - \"uuid\" - the values in the column must be true UUID or will be parsed as NA\n", + " - \"string\" - force the column to be parsed as a string\n", + " - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n", + " data in the optimal manner.\n", + " - \"enum\" - force the column to be parsed as a categorical column.\n", + " - \"time\" - force the column to be parsed as a time column. H2O will attempt to parse the following\n", + " list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n", + " \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n", + " Times can also contain \"AM\" or \"PM\".\n", + " :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n", + " of column names to strings which are to be interpreted as missing values.\n", + " :param pattern: Character string containing a regular expression to match file(s) in the folder if `path` is a\n", + " directory.\n", + " :param skipped_columns: an integer list of column indices to skip and not parsed into the final frame from the import file.\n", + " :param custom_non_data_line_markers: If a line in imported file starts with any character in given string it will NOT be imported. Empty string means all lines are imported, None means that default behaviour for given format will be used\n", + " \n", + " :returns: a new :class:`H2OFrame` instance.\n", + " \n", + " :examples:\n", + " >>> # Single file import\n", + " >>> iris = import_file(\"h2o-3/smalldata/iris.csv\")\n", + " >>> # Return all files in the folder iris/ matching the regex r\"iris_.*\\.csv\"\n", + " >>> iris_pattern = h2o.import_file(path = \"h2o-3/smalldata/iris\",\n", + " ... pattern = \"iris_.*\\.csv\")\n", + " \n", + " import_hive_table(database=None, table=None, partitions=None, allow_multi_format=False)\n", + " Import Hive table to H2OFrame in memory.\n", + " \n", + " Make sure to start H2O with Hive on classpath. Uses hive-site.xml on classpath to connect to Hive.\n", + " \n", + " :param database: Name of Hive database (default database will be used by default)\n", + " :param table: name of Hive table to import\n", + " :param partitions: a list of lists of strings - partition key column values of partitions you want to import.\n", + " :param allow_multi_format: enable import of partitioned tables with different storage formats used. WARNING:\n", + " this may fail on out-of-memory for tables with a large number of small partitions.\n", + " \n", + " :returns: an :class:`H2OFrame` containing data of the specified Hive table.\n", + " \n", + " :examples:\n", + " >>> my_citibike_data = h2o.import_hive_table(\"default\", \"table\", [[\"2017\", \"01\"], [\"2017\", \"02\"]])\n", + " \n", + " import_sql_select(connection_url, select_query, username, password, optimize=True, use_temp_table=None, temp_table_name=None, fetch_mode=None)\n", + " Import the SQL table that is the result of the specified SQL query to H2OFrame in memory.\n", + " \n", + " Creates a temporary SQL table from the specified sql_query.\n", + " Runs multiple SELECT SQL queries on the temporary table concurrently for parallel ingestion, then drops the table.\n", + " Be sure to start the h2o.jar in the terminal with your downloaded JDBC driver in the classpath::\n", + " \n", + " java -cp : water.H2OApp\n", + " \n", + " Also see h2o.import_sql_table. Currently supported SQL databases are MySQL, PostgreSQL, MariaDB, Hive, Oracle \n", + " and Microsoft SQL Server.\n", + " \n", + " :param connection_url: URL of the SQL database connection as specified by the Java Database Connectivity (JDBC)\n", + " Driver. For example, \"jdbc:mysql://localhost:3306/menagerie?&useSSL=false\"\n", + " :param select_query: SQL query starting with `SELECT` that returns rows from one or more database tables.\n", + " :param username: username for SQL server\n", + " :param password: password for SQL server\n", + " :param optimize: DEPRECATED. Ignored - use fetch_mode instead. Optimize import of SQL table for faster imports.\n", + " :param use_temp_table: whether a temporary table should be created from select_query\n", + " :param temp_table_name: name of temporary table to be created from select_query\n", + " :param fetch_mode: Set to DISTRIBUTED to enable distributed import. Set to SINGLE to force a sequential read by a single node\n", + " from the database.\n", + " \n", + " :returns: an :class:`H2OFrame` containing data of the specified SQL query.\n", + " \n", + " :examples:\n", + " >>> conn_url = \"jdbc:mysql://172.16.2.178:3306/ingestSQL?&useSSL=false\"\n", + " >>> select_query = \"SELECT bikeid from citibike20k\"\n", + " >>> username = \"root\"\n", + " >>> password = \"abc123\"\n", + " >>> my_citibike_data = h2o.import_sql_select(conn_url, select_query,\n", + " ... username, password, fetch_mode)\n", + " \n", + " import_sql_table(connection_url, table, username, password, columns=None, optimize=True, fetch_mode=None)\n", + " Import SQL table to H2OFrame in memory.\n", + " \n", + " Assumes that the SQL table is not being updated and is stable.\n", + " Runs multiple SELECT SQL queries concurrently for parallel ingestion.\n", + " Be sure to start the h2o.jar in the terminal with your downloaded JDBC driver in the classpath::\n", + " \n", + " java -cp : water.H2OApp\n", + " \n", + " Also see :func:`import_sql_select`.\n", + " Currently supported SQL databases are MySQL, PostgreSQL, MariaDB, Hive, Oracle and Microsoft SQL.\n", + " \n", + " :param connection_url: URL of the SQL database connection as specified by the Java Database Connectivity (JDBC)\n", + " Driver. For example, \"jdbc:mysql://localhost:3306/menagerie?&useSSL=false\"\n", + " :param table: name of SQL table\n", + " :param columns: a list of column names to import from SQL table. Default is to import all columns.\n", + " :param username: username for SQL server\n", + " :param password: password for SQL server\n", + " :param optimize: DEPRECATED. Ignored - use fetch_mode instead. Optimize import of SQL table for faster imports.\n", + " :param fetch_mode: Set to DISTRIBUTED to enable distributed import. Set to SINGLE to force a sequential read by a single node\n", + " from the database.\n", + " \n", + " :returns: an :class:`H2OFrame` containing data of the specified SQL table.\n", + " \n", + " :examples:\n", + " >>> conn_url = \"jdbc:mysql://172.16.2.178:3306/ingestSQL?&useSSL=false\"\n", + " >>> table = \"citibike20k\"\n", + " >>> username = \"root\"\n", + " >>> password = \"abc123\"\n", + " >>> my_citibike_data = h2o.import_sql_table(conn_url, table, username, password)\n", + " \n", + " init(url=None, ip=None, port=None, name=None, https=None, insecure=None, username=None, password=None, cookies=None, proxy=None, start_h2o=True, nthreads=-1, ice_root=None, log_dir=None, log_level=None, enable_assertions=True, max_mem_size=None, min_mem_size=None, strict_version_check=None, ignore_config=False, extra_classpath=None, jvm_custom_args=None, bind_to_localhost=True, **kwargs)\n", + " Attempt to connect to a local server, or if not successful start a new server and connect to it.\n", + " \n", + " :param url: Full URL of the server to connect to (can be used instead of `ip` + `port` + `https`).\n", + " :param ip: The ip address (or host name) of the server where H2O is running.\n", + " :param port: Port number that H2O service is listening to.\n", + " :param name: Cluster name. If None while connecting to an existing cluster it will not check the cluster name.\n", + " If set then will connect only if the target cluster name matches. If no instance is found and decides to start a local\n", + " one then this will be used as the cluster name or a random one will be generated if set to None.\n", + " :param https: Set to True to connect via https:// instead of http://.\n", + " :param insecure: When using https, setting this to True will disable SSL certificates verification.\n", + " :param username: Username and\n", + " :param password: Password for basic authentication.\n", + " :param cookies: Cookie (or list of) to add to each request.\n", + " :param proxy: Proxy server address.\n", + " :param start_h2o: If False, do not attempt to start an h2o server when connection to an existing one failed.\n", + " :param nthreads: \"Number of threads\" option when launching a new h2o server.\n", + " :param ice_root: Directory for temporary files for the new h2o server.\n", + " :param log_dir: Directory for H2O logs to be stored if a new instance is started. Ignored if connecting to an existing node.\n", + " :param log_level: The logger level for H2O if a new instance is started. One of TRACE,DEBUG,INFO,WARN,ERRR,FATA. Default is INFO. Ignored if connecting to an existing node.\n", + " :param enable_assertions: Enable assertions in Java for the new h2o server.\n", + " :param max_mem_size: Maximum memory to use for the new h2o server. Integer input will be evaluated as gigabytes. Other units can be specified by passing in a string (e.g. \"160M\" for 160 megabytes).\n", + " :param min_mem_size: Minimum memory to use for the new h2o server. Integer input will be evaluated as gigabytes. Other units can be specified by passing in a string (e.g. \"160M\" for 160 megabytes).\n", + " :param strict_version_check: If True, an error will be raised if the client and server versions don't match.\n", + " :param ignore_config: Indicates whether a processing of a .h2oconfig file should be conducted or not. Default value is False.\n", + " :param extra_classpath: List of paths to libraries that should be included on the Java classpath when starting H2O from Python.\n", + " :param kwargs: (all other deprecated attributes)\n", + " :param jvm_custom_args: Customer, user-defined argument's for the JVM H2O is instantiated in. Ignored if there is an instance of H2O already running and the client connects to it.\n", + " \n", + " interaction(data, factors, pairwise, max_factors, min_occurrence, destination_frame=None)\n", + " Categorical Interaction Feature Creation in H2O.\n", + " \n", + " Creates a frame in H2O with n-th order interaction features between categorical columns, as specified by\n", + " the user.\n", + " \n", + " :param data: the H2OFrame that holds the target categorical columns.\n", + " :param factors: factor columns (either indices or column names).\n", + " :param pairwise: If True, create pairwise interactions between factors (otherwise create one\n", + " higher-order interaction). Only applicable if there are 3 or more factors.\n", + " :param max_factors: Max. number of factor levels in pair-wise interaction terms (if enforced, one extra\n", + " catch-all factor will be made).\n", + " :param min_occurrence: Min. occurrence threshold for factor levels in pair-wise interaction terms\n", + " :param destination_frame: a string indicating the destination key. If empty, this will be auto-generated by H2O.\n", + " \n", + " :returns: :class:`H2OFrame`\n", + " \n", + " is_expr_optimizations_enabled()\n", + " \n", + " lazy_import(path, pattern=None)\n", + " Import a single file or collection of files.\n", + " \n", + " :param path: A path to a data file (remote or local).\n", + " :param pattern: Character string containing a regular expression to match file(s) in the folder.\n", + " :returns: either a :class:`H2OFrame` with the content of the provided file, or a list of such frames if\n", + " importing multiple files.\n", + " \n", + " list_timezones(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().list_timezones()``.\n", + " \n", + " load_dataset(relative_path)\n", + " Imports a data file within the 'h2o_data' folder.\n", + " \n", + " load_model(path)\n", + " Load a saved H2O model from disk. (Note that ensemble binary models can now be loaded using this method.)\n", + " \n", + " :param path: the full path of the H2O Model to be imported.\n", + " \n", + " :returns: an :class:`H2OEstimator` object\n", + " \n", + " :examples:\n", + " >>> path = h2o.save_model(my_model, dir=my_path)\n", + " >>> h2o.load_model(path)\n", + " \n", + " log_and_echo(message='')\n", + " Log a message on the server-side logs.\n", + " \n", + " This is helpful when running several pieces of work one after the other on a single H2O\n", + " cluster and you want to make a notation in the H2O server side log where one piece of\n", + " work ends and the next piece of work begins.\n", + " \n", + " Sends a message to H2O for logging. Generally used for debugging purposes.\n", + " \n", + " :param message: message to write to the log.\n", + " \n", + " ls()\n", + " List keys on an H2O Cluster.\n", + " \n", + " make_metrics(predicted, actual, domain=None, distribution=None)\n", + " Create Model Metrics from predicted and actual values in H2O.\n", + " \n", + " :param H2OFrame predicted: an H2OFrame containing predictions.\n", + " :param H2OFrame actuals: an H2OFrame containing actual values.\n", + " :param domain: list of response factors for classification.\n", + " :param distribution: distribution for regression.\n", + " \n", + " mojo_predict_csv(input_csv_path, mojo_zip_path, output_csv_path=None, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False)\n", + " MOJO scoring function to take a CSV file and use MOJO model as zip file to score.\n", + " \n", + " :param input_csv_path: Path to input CSV file.\n", + " :param mojo_zip_path: Path to MOJO zip downloaded from H2O.\n", + " :param output_csv_path: Optional, name of the output CSV file with computed predictions. If None (default), then\n", + " predictions will be saved as prediction.csv in the same folder as the MOJO zip.\n", + " :param genmodel_jar_path: Optional, path to genmodel jar file. If None (default) then the h2o-genmodel.jar in the same\n", + " folder as the MOJO zip will be used.\n", + " :param classpath: Optional, specifies custom user defined classpath which will be used when scoring. If None\n", + " (default) then the default classpath for this MOJO model will be used.\n", + " :param java_options: Optional, custom user defined options for Java. By default ``-Xmx4g -XX:ReservedCodeCacheSize=256m`` is used.\n", + " :param verbose: Optional, if True, then additional debug information will be printed. False by default.\n", + " :return: List of computed predictions\n", + " \n", + " mojo_predict_pandas(dataframe, mojo_zip_path, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False)\n", + " MOJO scoring function to take a Pandas frame and use MOJO model as zip file to score.\n", + " \n", + " :param dataframe: Pandas frame to score.\n", + " :param mojo_zip_path: Path to MOJO zip downloaded from H2O.\n", + " :param genmodel_jar_path: Optional, path to genmodel jar file. If None (default) then the h2o-genmodel.jar in the same\n", + " folder as the MOJO zip will be used.\n", + " :param classpath: Optional, specifies custom user defined classpath which will be used when scoring. If None\n", + " (default) then the default classpath for this MOJO model will be used.\n", + " :param java_options: Optional, custom user defined options for Java. By default ``-Xmx4g`` is used.\n", + " :param verbose: Optional, if True, then additional debug information will be printed. False by default.\n", + " :return: Pandas frame with predictions\n", + " \n", + " network_test(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().network_test()``.\n", + " \n", + " no_progress()\n", + " Disable the progress bar from flushing to stdout.\n", + " \n", + " The completed progress bar is printed when a job is complete so as to demarcate a log file.\n", + " \n", + " parse_raw(setup, id=None, first_line_is_header=0)\n", + " Parse dataset using the parse setup structure.\n", + " \n", + " :param setup: Result of ``h2o.parse_setup()``\n", + " :param id: an id for the frame.\n", + " :param first_line_is_header: -1, 0, 1 if the first line is to be used as the header\n", + " \n", + " :returns: an :class:`H2OFrame` object.\n", + " \n", + " parse_setup(raw_frames, destination_frame=None, header=0, separator=None, column_names=None, column_types=None, na_strings=None, skipped_columns=None, custom_non_data_line_markers=None)\n", + " Retrieve H2O's best guess as to what the structure of the data file is.\n", + " \n", + " During parse setup, the H2O cluster will make several guesses about the attributes of\n", + " the data. This method allows a user to perform corrective measures by updating the\n", + " returning dictionary from this method. This dictionary is then fed into `parse_raw` to\n", + " produce the H2OFrame instance.\n", + " \n", + " :param raw_frames: a collection of imported file frames\n", + " :param destination_frame: The unique hex key assigned to the imported file. If none is given, a key will\n", + " automatically be generated.\n", + " :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n", + " :param separator: The field separator character. Values on each line of the file are separated by\n", + " this character. If not provided, the parser will automatically detect the separator.\n", + " :param column_names: A list of column names for the file. If skipped_columns are specified, only list column names\n", + " of columns that are not skipped.\n", + " :param column_types: A list of types or a dictionary of column names to types to specify whether columns\n", + " should be forced to a certain type upon import parsing. If a list, the types for elements that are\n", + " one will be guessed. If skipped_columns are specified, only list column types of columns that are not skipped.\n", + " The possible types a column may have are:\n", + " \n", + " - \"unknown\" - this will force the column to be parsed as all NA\n", + " - \"uuid\" - the values in the column must be true UUID or will be parsed as NA\n", + " - \"string\" - force the column to be parsed as a string\n", + " - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n", + " data in the optimal manner.\n", + " - \"enum\" - force the column to be parsed as a categorical column.\n", + " - \"time\" - force the column to be parsed as a time column. H2O will attempt to parse the following\n", + " list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n", + " \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n", + " Times can also contain \"AM\" or \"PM\".\n", + " \n", + " :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n", + " of column names to strings which are to be interpreted as missing values.\n", + " :param skipped_columns: an integer lists of column indices to skip and not parsed into the final frame from the import file.\n", + " :param custom_non_data_line_markers: If a line in imported file starts with any character in given string it will NOT be imported. Empty string means all lines are imported, None means that default behaviour for given format will be used\n", + " \n", + " :returns: a dictionary containing parse parameters guessed by the H2O backend.\n", + " \n", + " rapids(expr)\n", + " Execute a Rapids expression.\n", + " \n", + " :param expr: The rapids expression (ascii string).\n", + " \n", + " :returns: The JSON response (as a python dictionary) of the Rapids execution.\n", + " \n", + " remove(x)\n", + " Remove object(s) from H2O.\n", + " \n", + " :param x: H2OFrame, H2OEstimator, or string, or a list of those things: the object(s) or unique id(s)\n", + " pointing to the object(s) to be removed.\n", + " \n", + " remove_all()\n", + " Remove all objects from H2O.\n", + " \n", + " save_model(model, path='', force=False)\n", + " Save an H2O Model object to disk. (Note that ensemble binary models can now be saved using this method.)\n", + " \n", + " :param model: The model object to save.\n", + " :param path: a path to save the model at (hdfs, s3, local)\n", + " :param force: if True overwrite destination directory in case it exists, or throw exception if set to False.\n", + " \n", + " :returns: the path of the saved model\n", + " \n", + " :examples:\n", + " >>> path = h2o.save_model(my_model, dir=my_path)\n", + " \n", + " set_timezone(*args, **kwargs)\n", + " Deprecated, set ``h2o.cluster().timezone`` instead.\n", + " \n", + " show_progress()\n", + " Enable the progress bar (it is enabled by default).\n", + " \n", + " shutdown(*args, **kwargs)\n", + " Deprecated, use ``h2o.cluster().shutdown()``.\n", + " \n", + " upload_custom_metric(func, func_file='metrics.py', func_name=None, class_name=None, source_provider=None)\n", + " Upload given metrics function into H2O cluster.\n", + " \n", + " The metrics can have different representation:\n", + " - method\n", + " - class: needs to inherit from water.udf.CFunc2 and implement method apply(actual, predict)\n", + " returning double\n", + " - string: the same as in class case, but the class is given as a string\n", + " \n", + " :param func: metrics representation: string, class, function\n", + " :param func_file: internal name of file to save given metrics representation\n", + " :param func_name: name for h2o key under which the given metric is saved\n", + " :param class_name: name of class wrapping the metrics function\n", + " :param source_provider: a function which provides a source code for given function\n", + " :return: reference to uploaded metrics function\n", + " \n", + " upload_file(path, destination_frame=None, header=0, sep=None, col_names=None, col_types=None, na_strings=None, skipped_columns=None)\n", + " Upload a dataset from the provided local path to the H2O cluster.\n", + " \n", + " Does a single-threaded push to H2O. Also see :meth:`import_file`.\n", + " \n", + " :param path: A path specifying the location of the data to upload.\n", + " :param destination_frame: The unique hex key assigned to the imported file. If none is given, a key will\n", + " be automatically generated.\n", + " :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n", + " :param sep: The field separator character. Values on each line of the file are separated by\n", + " this character. If not provided, the parser will automatically detect the separator.\n", + " :param col_names: A list of column names for the file.\n", + " :param col_types: A list of types or a dictionary of column names to types to specify whether columns\n", + " should be forced to a certain type upon import parsing. If a list, the types for elements that are\n", + " one will be guessed. The possible types a column may have are:\n", + " \n", + " - \"unknown\" - this will force the column to be parsed as all NA\n", + " - \"uuid\" - the values in the column must be true UUID or will be parsed as NA\n", + " - \"string\" - force the column to be parsed as a string\n", + " - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n", + " data in the optimal manner.\n", + " - \"enum\" - force the column to be parsed as a categorical column.\n", + " - \"time\" - force the column to be parsed as a time column. H2O will attempt to parse the following\n", + " list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n", + " \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n", + " Times can also contain \"AM\" or \"PM\".\n", + " :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n", + " of column names to strings which are to be interpreted as missing values.\n", + " :param skipped_columns: an integer lists of column indices to skip and not parsed into the final frame from the import file.\n", + " \n", + " :returns: a new :class:`H2OFrame` instance.\n", + " \n", + " :examples:\n", + " >>> frame = h2o.upload_file(\"/path/to/local/data\")\n", + "\n", + "DATA\n", + " __all__ = ('connect', 'init', 'api', 'connection', 'upload_file', 'laz...\n", + " __buildinfo__ = \"versionFromGradle='3.24.0',projectVersion='3.24....il...\n", + "\n", + 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-1604123,12213,0,201810,11~20,1992,80.13,5,35.129799354960824,128.9758566202459,2653010800,78.0,156,3,6.0,6.0,individual,gas,45477,93.99,72,3.0,1.0,stairway,0 -1604124,10307,0,201810,11~20,2004,84.8348,1,35.16827122110962,129.17247821927592,2635010600,132.0,113,3,15.0,11.0,district,gas,147839,106.26,95,3.0,2.0,stairway,0 -1604125,5681,0,201810,11~20,1995,59.12,4,35.205020821394406,129.05835928733143,2626010800,250.0,183,1,22.0,11.0,individual,gas,33824,79.94,69,3.0,1.0,corridor,0 -1604126,3528,0,201810,11~20,1994,56.88,16,35.163103535210155,129.02623762154096,2623011100,384.0,340,3,20.0,20.0,individual,gas,30231,79.86,340,3.0,1.0,corridor,0 -1604130,4473,1,201810,11~20,1991,79.11,10,37.622997796536254,126.9104306585964,1138010400,,123,1,15.0,8.0,individual,gas,31788,103.32,95,3.0,1.0,corridor,0 -1604131,22526,0,201810,11~20,2014,59.998999999999995,18,35.13994235253944,128.98515927658093,2653010700,513.0,511,8,24.0,18.0,individual,gas,56350,82.99,139,3.0,2.0,stairway,0 -1604132,3561,0,201810,11~20,1999,59.85,18,35.12857855043453,128.97909596878358,2653010800,753.0,741,6,25.0,19.0,individual,gas,30372,79.37,441,3.0,1.0,stairway,0 -1604134,10418,0,201810,11~20,1994,59.94,1,35.269152920956905,129.09432495100054,2641010400,104.0,207,1,25.0,6.0,individual,gas,42822,77.49,25,3.0,1.0,stairway,0 -1604135,9331,0,201810,11~20,2001,59.92,20,35.09018547499398,128.97594410562917,2638010400,193.0,176,1,25.0,6.0,individual,gas,40410,82.65,88,3.0,1.0,stairway,0 -1604138,37096,0,201810,11~20,2017,84.9552,20,35.0813789367676,128.985336303711,2638010700,1013.0,946,8,29.0,27.0,,,152743,112.01,309,3.0,2.0,stairway,0 -1604141,13706,0,201810,11~20,1998,26.94,24,35.13679585073797,129.09952003617195,2629010600,115.0,118,1,24.0,20.0,individual,gas,168630,36.78,5,1.0,1.0,stairway,0 -1604142,9255,0,201810,11~20,1993,62.1,20,35.119081859408226,129.11799990770456,2629010700,98.0,218,1,25.0,5.0,individual,gas,40093,85.53,94,3.0,1.0,stairway,0 -1604146,13671,0,201810,11~20,1984,84.3,7,35.170162925408306,129.05183907732814,2623010600,117.0,116,1,15.0,15.0,individual,gas,45925,111.02,72,3.0,1.0,corridor,0 -1604147,13939,0,201810,11~20,1982,66.08,4,35.14752770033376,129.03290831639066,2623011000,,125,3,5.0,5.0,individual,gas,46078,72.57,10,3.0,1.0,stairway,0 -1604149,9417,0,201810,11~20,1975,39.67,3,35.1464681668554,129.01693805335958,2623011100,,629,17,5.0,5.0,individual,gas,40807,39.67,644,2.0,1.0,stairway,0 -1604152,3527,0,201810,11~20,1999,59.8,11,35.14357891484248,129.0207286102875,2623011100,252.0,246,3,15.0,6.0,individual,gas,30225,77.59,128,3.0,1.0,stairway,0 -1604154,9382,0,201810,11~20,1990,116.46,1,35.074604513439326,129.07273053778206,2620012100,120.0,183,2,14.0,8.0,individual,gas,40654,137.72,10,4.0,2.0,stairway,0 -1604155,8453,1,201810,11~20,2002,82.42,13,37.53938406991948,127.1394675155027,1174010500,112.0,102,1,15.0,5.0,individual,gas,38539,103.8,26,3.0,2.0,stairway,0 -1604156,15953,1,201810,11~20,2008,103.01,21,37.55662489972904,127.1430397571237,1174010700,4596.0,3226,40,34.0,22.0,individual,gas,13690,134.57,132,3.0,2.0,stairway,0 -1604157,9030,1,201810,11~20,2005,29.6,20,37.486043031795475,126.9842020581125,1165010100,438.0,412,1,22.0,4.0,individual,gas,166209,39.69,234,1.0,1.0,corridor,0 -1604159,11264,1,201810,11~20,2005,84.44,2,37.52598,126.886765,1156012700,137.0,116,2,15.0,10.0,individual,gas,43944,106.07,96,3.0,2.0,stairway,0 -1604162,6010,1,201810,11~20,2002,114.89,12,37.44934146191788,126.91374372451028,1154510300,794.0,671,8,25.0,11.0,individual,gas,9512,143.83,160,4.0,2.0,stairway,0 -1604164,4153,1,201810,11~20,1993,84.91,4,37.49761865432711,126.87470070466159,1153010200,180.0,256,2,15.0,8.0,central,gas,7446,102.26,13,3.0,2.0,corridor,0 -1604178,17319,0,201810,11~20,2007,59.9616,7,35.18332512342573,129.11169723852242,2647010200,454.0,430,7,15.0,11.0,individual,gas,50282,78.0,120,3.0,2.0,stairway,0 -1604179,16476,0,201810,11~20,1984,41.59,2,35.179448759152926,129.08075917587965,2647010200,,114,1,5.0,5.0,individual,gas,49039,44.81,10,2.0,1.0,corridor,0 -1604180,3606,0,201810,11~20,1993,84.87,15,35.163699874159434,129.14054196682915,2635010500,228.0,299,4,15.0,14.0,individual,gas,30582,96.38,164,3.0,2.0,stairway,0 -1604182,11134,0,201810,11~20,2003,84.994,5,35.23587305588275,129.01897831233285,2632010200,902.0,807,8,24.0,16.0,individual,gas,43787,112.4,807,3.0,2.0,stairway,0 -1604184,1544,0,201810,11~20,1994,134.26,5,35.21170977363486,129.02488444727172,2632010300,338.0,322,2,19.0,12.0,individual,gas,26342,158.16,38,4.0,2.0,stairway,0 -1604197,6211,0,201810,11~20,2002,125.05,32,35.139266517282,129.06800168878564,2629010900,543.0,431,3,33.0,33.0,individual,gas,93463,156.59,88,4.0,2.0,stairway,0 -1604201,3525,0,201810,11~20,1991,85.0,4,35.14657592773437,129.02537536621094,2623011000,1338.0,1772,21,15.0,8.0,individual,gas,30214,104.46,422,3.0,2.0,stairway,0 -1604209,36652,0,201810,11~20,2016,84.9632,15,35.1599273681641,128.98928833007798,2653010400,103.0,108,1,15.0,15.0,individual,gas,150758,108.63,1,3.0,2.0,stairway,0 -1604210,1571,0,201810,11~20,1987,84.93,5,35.1377520631784,129.11231832179644,2650010500,,120,2,6.0,6.0,individual,gas,26478,101.27,24,3.0,2.0,stairway,0 -1604212,15925,0,201810,11~20,1983,72.04,1,35.10909812336299,128.95982780938365,2638010300,,110,3,5.0,5.0,individual,gas,48242,78.28,32,3.0,1.0,stairway,0 -1604218,11047,0,201810,11~20,2005,84.9149,4,35.195950022415545,129.00236094022534,2632010500,1206.0,1176,13,21.0,14.0,individual,gas,43572,113.17,350,3.0,2.0,stairway,0 -1604221,1555,0,201810,11~20,1978,44.76,2,35.161921602503774,129.0388850494458,2623010900,,1074,11,15.0,9.0,individual,cogeneration,26397,52.89,121,2.0,1.0,corridor,0 -1604222,5823,0,201810,11~20,2000,59.7,2,35.082021973417746,129.04006472339958,2620011100,994.0,868,10,25.0,11.0,individual,gas,34034,79.93,336,3.0,1.0,stairway,0 -1604224,33333,1,201810,11~20,2016,125.7332,12,37.487701416015625,127.03900146484376,1168011800,156.0,110,1,20.0,10.0,district,cogeneration,91979,164.97,12,4.0,2.0,stairway,0 -1604225,872,1,201810,11~20,1997,84.96,14,37.50962811315329,126.94780470085456,1159010100,918.0,901,7,18.0,15.0,central,gas,2301,109.55,304,3.0,2.0,stairway,0 -1604227,6694,1,201810,11~20,2003,84.23,11,37.47945755723673,126.896641791156,1153010200,255.0,240,4,15.0,15.0,individual,gas,10716,102.63,165,3.0,2.0,stairway,0 -1604230,4196,1,201810,11~20,1999,114.92,5,37.55139600220708,126.8765572073432,1150010100,297.0,273,5,18.0,15.0,individual,gas,7511,142.01,36,4.0,2.0,stairway,0 -1604231,33198,1,201810,11~20,2016,83.45,10,37.5511255,126.911905,1144012200,533.0,646,2,36.0,36.0,,,95783,111.9,132,3.0,2.0,stairway,0 -1604232,2720,1,201810,11~20,1999,48.6,10,37.62577449458945,127.08735691899423,1135010300,505.0,700,7,15.0,7.0,district,cogeneration,5670,69.23,356,2.0,1.0,corridor,0 -1604234,5548,1,201810,11~20,2001,84.91,18,37.586157907523635,127.04602159836818,1123010700,463.0,390,4,23.0,16.0,individual,gas,8826,109.71,0,3.0,2.0,stairway,0 -1604235,9243,0,201810,11~20,2001,59.92,10,35.24471330571485,129.2094553821239,2671025025,565.0,702,10,15.0,10.0,individual,gas,40047,87.27,244,3.0,2.0,stairway,0 -1604240,3564,0,201810,11~20,1993,84.99,8,35.14515810431087,129.0055261437553,2653010600,606.0,977,8,15.0,9.0,individual,gas,30388,102.24,535,3.0,2.0,stairway,0 -1604243,22917,0,201810,11~20,2013,59.8274,17,35.15835457875655,129.11364106149614,2650010400,139.0,119,1,19.0,19.0,individual,gas,166569,85.9,17,3.0,2.0,corridor,0 -1604244,10134,0,201810,11~20,2004,34.29,19,35.15690124496964,129.11244033862494,2650010400,220.0,448,1,24.0,15.0,individual,gas,166240,52.89,270,1.0,1.0,stairway,0 -1604245,17691,0,201810,11~20,2008,101.96,13,35.082535771173056,128.9011308831017,2644010400,1551.0,1124,21,15.0,13.0,individual,gas,50901,129.74,168,3.0,2.0,stairway,0 -1604246,33535,0,201810,11~20,2016,84.2513,22,35.10430145263672,128.91999816894528,2644010400,740.0,670,6,29.0,26.0,district,cogeneration,92544,111.73,282,3.0,2.0,stairway,0 -1604247,20588,0,201810,11~20,2013,84.9606,9,35.10468133228228,128.97719761631865,2638010200,749.0,542,5,26.0,20.0,individual,gas,91107,109.22,88,3.0,2.0,stairway,0 -1604248,3605,0,201810,11~20,1995,123.98,11,35.1627876973683,129.14279615530592,2635010500,962.0,892,8,19.0,18.0,individual,gas,30578,149.79,112,4.0,2.0,stairway,0 -1604249,3607,0,201810,11~20,1991,191.8007,7,35.16001110179043,129.14652000265542,2635010500,1428.0,714,14,15.0,12.0,individual,gas,30593,220.05,87,5.0,2.0,stairway,0 -1604250,50,0,201810,11~20,1997,84.64,17,35.175009274281,129.17703000866078,2635010700,938.0,938,12,25.0,8.0,district,gas,25534,105.79,162,3.0,2.0,stairway,0 -1604251,247,0,201810,11~20,1996,59.946000000000005,15,35.172581084546394,129.16952876340795,2635010700,344.0,334,6,20.0,16.0,district,cogeneration,25683,74.14,152,2.0,1.0,stairway,0 -1604252,3511,0,201810,11~20,1989,112.37,4,35.206844647672725,129.08803707412554,2626010500,477.0,744,11,13.0,12.0,central,gas,30143,132.88,74,4.0,2.0,stairway,0 -1604253,9621,0,201810,11~20,2006,128.5315,15,35.204564728377825,129.06862002057738,2626010800,1582.0,1149,8,40.0,24.0,individual,gas,93843,154.85,227,4.0,2.0,stairway,0 -1604254,12255,0,201810,11~20,1984,60.12,4,35.199655241752794,129.05316488206392,2626010900,230.0,160,3,5.0,5.0,individual,gas,45500,67.13,5,3.0,2.0,stairway,0 -1604258,20567,0,201810,11~20,2013,59.9408,34,35.147542149573624,129.05660750685746,2623010400,334.0,328,2,36.0,35.0,individual,gas,95454,82.36,62,2.0,2.0,stairway,0 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-1604269,357,1,201810,11~20,1987,70.73,1,37.514179268723076,126.86502239823488,1147010100,1625.0,2280,33,15.0,5.0,district,cogeneration,829,89.26,780,2.0,1.0,corridor,0 -1604271,21870,0,201810,11~20,2013,68.5301,26,35.171345728034694,128.99047939456656,2653010300,577.0,517,4,27.0,24.0,individual,gas,55653,91.93,78,3.0,2.0,stairway,0 -1604275,22536,0,201810,11~20,2012,84.995,7,35.10599658320748,129.00247364648376,2638010100,174.0,165,2,15.0,6.0,individual,gas,56378,110.18,165,3.0,2.0,stairway,0 -1604277,9320,0,201810,11~20,1999,49.98,11,35.08814115661465,128.98523598295506,2638010700,590.0,584,5,20.0,10.0,individual,gas,40358,65.39,72,2.0,1.0,corridor,0 -1604278,37498,0,201810,11~20,2016,59.9278,4,35.0797309875488,128.986679077148,2638010700,1087.0,1068,10,29.0,18.0,individual,gas,154782,85.14,214,3.0,2.0,stairway,0 -1604279,18044,0,201810,11~20,2009,84.0896,14,35.19352167464255,129.12492803050282,2635010400,381.0,373,6,21.0,14.0,individual,gas,51536,107.3,221,3.0,2.0,stairway,0 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-,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2 -0,DeepLearning_1_AutoML_20190421_193027,False,"[10, 10, 10]",10.423572228443449,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38 -1,DeepLearning_1_AutoML_20190421_193852,False,"[10, 10, 10]",10.406606942889137,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38 -2,DeepLearning_1_AutoML_20190421_195113,False,"[10, 10, 10]",10.40599104143337,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38 -3,DeepLearning_grid_1_AutoML_20190421_193027_model_1,False,[500],22.4,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38 -4,DeepLearning_grid_1_AutoML_20190421_193027_model_2,False,[200],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38 -5,DeepLearning_grid_1_AutoML_20190421_193027_model_3,False,"[200, 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b/DS/result/1000/Hyperparameter_GBM_1000.csv deleted file mode 100644 index c060ca3..0000000 --- a/DS/result/1000/Hyperparameter_GBM_1000.csv +++ /dev/null @@ -1,100 +0,0 @@ -,model_id,ntrees,learn_rate,max_depth,sample_rate,col_sample_rate,score_each_iteration,seed,stopping_rounds,stopping_metric,stopping_tolerance -0,GBM_1_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -1,GBM_1_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486 -2,GBM_1_AutoML_20190421_195113,63,0.1,15,0.8,0.8,False,4783233282849044088,0,deviance,0.014965432360392486 -3,GBM_2_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486 -4,GBM_2_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486 -5,GBM_2_AutoML_20190421_195113,63,0.1,15,0.8,0.8,False,4783233282849044088,0,deviance,0.014965432360392486 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-0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -2,GLM_grid_1_AutoML_20190421_195113_model_1,-2989962140256060411,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True diff --git a/DS/result/1000/Hyperparameter_XGBoost_1000.csv b/DS/result/1000/Hyperparameter_XGBoost_1000.csv deleted file mode 100644 index 3e85161..0000000 --- a/DS/result/1000/Hyperparameter_XGBoost_1000.csv +++ /dev/null @@ -1,44 +0,0 @@ -,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha -0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -2,XGBoost_1_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -3,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -4,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -5,XGBoost_2_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -6,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -7,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -8,XGBoost_3_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -9,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01 -10,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01 -11,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1 -12,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5 -13,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5 -14,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1 -15,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001 -16,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5 -17,XGBoost_grid_1_AutoML_20190421_193852_model_1,144,20,20.0,100.0,1.0,1.0,1.0,gbtree,10.0,0.5 -18,XGBoost_grid_1_AutoML_20190421_193852_model_10,78,15,15.0,100.0,1.0,1.0,0.9,gbtree,0.001,0.1 -19,XGBoost_grid_1_AutoML_20190421_193852_model_11,19,5,1.0,100.0,1.0,0.8,0.7,gbtree,0.001,1.0 -20,XGBoost_grid_1_AutoML_20190421_193852_model_2,106,15,5.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.1 -21,XGBoost_grid_1_AutoML_20190421_193852_model_3,263,20,15.0,100.0,0.8,0.8,1.0,gbtree,100.0,1.0 -22,XGBoost_grid_1_AutoML_20190421_193852_model_4,91,10,0.1,100.0,0.8,0.8,0.7,dart,0.1,0.5 -23,XGBoost_grid_1_AutoML_20190421_193852_model_5,186,15,3.0,100.0,0.6,0.8,0.8,gbtree,10.0,0.001 -24,XGBoost_grid_1_AutoML_20190421_193852_model_6,77,15,5.0,100.0,0.8,1.0,0.8,dart,100.0,0.001 -25,XGBoost_grid_1_AutoML_20190421_193852_model_7,189,5,0.01,100.0,1.0,0.8,0.9,gbtree,0.01,0.1 -26,XGBoost_grid_1_AutoML_20190421_193852_model_8,115,20,5.0,100.0,0.6,1.0,0.7,dart,100.0,0.01 -27,XGBoost_grid_1_AutoML_20190421_193852_model_9,126,15,20.0,100.0,0.8,0.6,0.7,dart,0.01,0.001 -28,XGBoost_grid_1_AutoML_20190421_195113_model_1,137,20,15.0,100.0,0.8,0.6,0.8,gbtree,0.001,0.001 -29,XGBoost_grid_1_AutoML_20190421_195113_model_10,176,5,20.0,100.0,0.8,0.6,1.0,gbtree,0.01,1.0 -30,XGBoost_grid_1_AutoML_20190421_195113_model_11,189,5,5.0,100.0,0.6,0.8,1.0,gbtree,10.0,1.0 -31,XGBoost_grid_1_AutoML_20190421_195113_model_12,188,5,0.1,100.0,0.6,0.8,0.7,gbtree,1.0,0.01 -32,XGBoost_grid_1_AutoML_20190421_195113_model_13,174,15,10.0,100.0,0.8,0.6,0.8,gbtree,10.0,0.01 -33,XGBoost_grid_1_AutoML_20190421_195113_model_14,61,5,15.0,100.0,0.6,0.8,0.8,dart,0.01,0.01 -34,XGBoost_grid_1_AutoML_20190421_195113_model_15,44,15,0.1,100.0,1.0,0.8,0.8,dart,0.1,0.001 -35,XGBoost_grid_1_AutoML_20190421_195113_model_2,196,5,0.01,100.0,0.6,0.6,0.8,gbtree,1.0,0.1 -36,XGBoost_grid_1_AutoML_20190421_195113_model_3,285,10,0.1,100.0,0.8,0.6,1.0,gbtree,100.0,0.5 -37,XGBoost_grid_1_AutoML_20190421_195113_model_4,114,15,0.1,100.0,1.0,1.0,0.8,gbtree,1.0,0.001 -38,XGBoost_grid_1_AutoML_20190421_195113_model_5,111,20,0.01,100.0,1.0,1.0,0.9,gbtree,1.0,0.01 -39,XGBoost_grid_1_AutoML_20190421_195113_model_6,169,20,10.0,100.0,1.0,0.6,0.7,gbtree,10.0,0.5 -40,XGBoost_grid_1_AutoML_20190421_195113_model_7,112,15,0.1,100.0,0.6,0.6,0.7,dart,1.0,0.5 -41,XGBoost_grid_1_AutoML_20190421_195113_model_8,79,15,1.0,100.0,0.8,0.8,0.7,dart,10.0,0.01 -42,XGBoost_grid_1_AutoML_20190421_195113_model_9,265,20,0.1,100.0,0.6,0.8,1.0,gbtree,100.0,0.01 diff --git a/DS/result/1000/Hyperparameter_XRT_1000.csv b/DS/result/1000/Hyperparameter_XRT_1000.csv deleted file mode 100644 index 4cdc075..0000000 --- a/DS/result/1000/Hyperparameter_XRT_1000.csv +++ /dev/null @@ -1,4 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378 -1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273 -2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834 diff --git a/DS/result/1000/all_varimp.csv b/DS/result/1000/all_varimp.csv deleted file mode 100644 index dff7f79..0000000 --- a/DS/result/1000/all_varimp.csv +++ /dev/null @@ -1,3837 +0,0 @@ - model_id variable relative_importance scaled_importance percentage -0 GBM_1_AutoML_20190416_015849 supply_area 5.142440512168814e+20 1.0 0.26965304008383767 -1 GBM_1_AutoML_20190416_015849 city 3.556079913049879e+20 0.691516003857497 0.18646939270680088 -2 GBM_1_AutoML_20190416_015849 exclusive_use_area 2.8717862730904633e+20 0.5584481271674047 0.15058723521981623 -3 GBM_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.3659960388754185e+20 0.2656318601339177 0.07162843862823566 -4 GBM_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.1062438055314771e+20 0.21512038941699316 0.05800786699031123 -5 GBM_1_AutoML_20190416_015849 total_household_count_in_sites 8.393671766441984e+19 0.16322350733235744 0.04401371496531675 -6 GBM_1_AutoML_20190416_015849 floor 7.956222709042931e+19 0.1547168643023818 0.041719872811375826 -7 GBM_1_AutoML_20190416_015849 heat_fuel_cogeneration 6.286668838041813e+19 0.12225068667620664 0.03296526931457583 -8 GBM_1_AutoML_20190416_015849 total_household_count_of_area_type 5.228192743433018e+19 0.10166753958672509 0.02741496112740433 -9 GBM_1_AutoML_20190416_015849 heat_fuel_gas 4.359336664931867e+19 0.08477174708421324 0.0228589593144763 -10 GBM_1_AutoML_20190416_015849 bathroom_count 4.257647232525376e+19 0.08279429236858049 0.02232573263877781 -11 GBM_1_AutoML_20190416_015849 heat_type_district 3.5194944992644694e+19 0.06844015970502942 0.01845509712828455 -12 GBM_1_AutoML_20190416_015849 heat_type_individual 3.422536045489973e+19 0.06655470369352945 0.017946678182839237 -13 GBM_1_AutoML_20190416_015849 front_door_structure_stairway 2.4499676530895487e+19 0.047642119481831 0.01284684235431316 -14 GBM_1_AutoML_20190416_015849 room_count 2.002224967831257e+19 0.038935306360730705 0.010499023726766617 -15 GBM_1_AutoML_20190416_015849 front_door_structure_mixed 1.0703568675027288e+19 0.020814180834370175 0.005612607138842666 -16 GBM_1_AutoML_20190416_015849 heat_type_central 7.370545410470838e+18 0.014332777196021126 0.0038648769437513992 -17 GBM_1_AutoML_20190416_015849 front_door_structure_corridor 5.969837415672578e+18 0.01160895765647819 0.003130390724273887 -18 XGBoost_grid_1_AutoML_20190416_021340_model_7 supply_area 7.337369362340837e+20 1.0 0.234053082362835 -19 XGBoost_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 5.1960716987001e+20 0.7081654803108345 0.16574831348970837 -20 XGBoost_grid_1_AutoML_20190416_021340_model_7 city 4.4163047373120576e+20 0.601892111357895 0.14087470391319004 -21 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 2.6192748955614734e+20 0.3569773806134039 0.08355165626637812 -22 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.8685983730164774e+20 0.25466870764433475 0.05960599600551623 -23 XGBoost_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.8281090772259517e+20 0.24915047709179672 0.05831443713550594 -24 XGBoost_grid_1_AutoML_20190416_021340_model_7 floor 1.632299074536719e+20 0.22246380057061316 0.05206833823770303 -25 XGBoost_grid_1_AutoML_20190416_021340_model_7 bathroom_count 1.3853035510200952e+20 0.18880111966697322 0.04418948401160955 -26 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 1.333210537275603e+20 0.18170143432036107 0.042527780772428726 -27 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 9.93133877788672e+19 0.1353528531473347 0.03167975248573784 -28 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_district 8.564809431891365e+19 0.11672861224419727 0.027320691495690535 -29 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 7.432329167858827e+19 0.10129419415636036 0.023708218367755614 -30 XGBoost_grid_1_AutoML_20190416_021340_model_7 room_count 4.331445573372399e+19 0.05903267723720726 0.013816780067498728 -31 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 2.4842623003691844e+19 0.03385766993167469 0.007924492009131938 -32 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 1.605542063250604e+19 0.021881712422589406 0.005121482239884189 -33 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_central 1.41362098920835e+19 0.019266046445253007 0.004509277555457007 -34 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.003650926410675e+19 0.013678620726958753 0.0032015233436168593 -35 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 5.592660946880299e+18 0.00762216084634463 0.001783990240352276 -36 XGBoost_1_AutoML_20190416_015849 exclusive_use_area 6.66503260347023e+20 1.0 0.24313142433565593 -37 XGBoost_1_AutoML_20190416_015849 supply_area 5.901882517332301e+20 0.8854994219022146 0.21529273569548538 -38 XGBoost_1_AutoML_20190416_015849 city 4.536478015712626e+20 0.6806385333134986 0.1654846160622427 -39 XGBoost_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.6651456210221085e+20 0.24983307960941262 0.06074227249159981 -40 XGBoost_1_AutoML_20190416_015849 total_household_count_in_sites 1.5735965885344095e+20 0.23609735798067927 0.05740268692772779 -41 XGBoost_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.5518922290021112e+20 0.2328409058635512 0.05661094108620958 -42 XGBoost_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1600179285743737e+20 0.17404534945116343 0.04231589371105834 -43 XGBoost_1_AutoML_20190416_015849 floor 1.0686420911582819e+20 0.16033561345249542 0.038982626070436364 -44 XGBoost_1_AutoML_20190416_015849 total_household_count_of_area_type 9.142995098036444e+19 0.13717855023358824 0.033352416306592636 -45 XGBoost_1_AutoML_20190416_015849 bathroom_count 6.6195521406161125e+19 0.09931762580080347 0.02414723582258504 -46 XGBoost_1_AutoML_20190416_015849 heat_type_individual 5.476501171794136e+19 0.08216765764870722 0.01997753963845474 -47 XGBoost_1_AutoML_20190416_015849 heat_type_district 3.71797701889664e+19 0.055783328306013534 0.013562680065224583 -48 XGBoost_1_AutoML_20190416_015849 front_door_structure_stairway 2.155443232575796e+19 0.0323395752250865 0.00786276698688537 -49 XGBoost_1_AutoML_20190416_015849 room_count 1.6986735568534634e+19 0.02548635029885718 0.006196532649278616 -50 XGBoost_1_AutoML_20190416_015849 heat_fuel_gas 1.591282496949977e+19 0.023875089465000617 0.005804784507766813 -51 XGBoost_1_AutoML_20190416_015849 front_door_structure_corridor 9.108252619670815e+18 0.013665728529112511 0.003322568041867533 -52 XGBoost_1_AutoML_20190416_015849 front_door_structure_mixed 8.260484624434594e+18 0.012393764765882274 0.003013313680410025 -53 XGBoost_1_AutoML_20190416_015849 heat_type_central 7.667404204121522e+18 0.011503926027502694 0.0027969659205187543 -54 XGBoost_1_AutoML_20190416_021340 supply_area 7.615501823703054e+20 1.0 0.2738273098574499 -55 XGBoost_1_AutoML_20190416_021340 exclusive_use_area 5.0952329364497865e+20 0.6690606941476929 0.18320709000982083 -56 XGBoost_1_AutoML_20190416_021340 city 4.0884272033157664e+20 0.5368559154684517 0.14700581111378466 -57 XGBoost_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.709885540804686e+20 0.22452696885748372 0.0614816158726922 -58 XGBoost_1_AutoML_20190416_021340 total_parking_capacity_in_site 1.6714193464092682e+20 0.21947593016221445 0.06009850353478073 -59 XGBoost_1_AutoML_20190416_021340 total_household_count_in_sites 1.5883821172172993e+20 0.20857221940036844 0.057112769749400716 -60 XGBoost_1_AutoML_20190416_021340 floor 9.200257663611018e+19 0.12080960489006058 0.03308096911198671 -61 XGBoost_1_AutoML_20190416_021340 total_household_count_of_area_type 9.032641074198426e+19 0.11860861284393057 0.032478277380977284 -62 XGBoost_1_AutoML_20190416_021340 heat_type_individual 8.3654776494779e+19 0.10984801583843846 0.030079386670218155 -63 XGBoost_1_AutoML_20190416_021340 heat_fuel_gas 7.268401220055099e+19 0.09544218343474604 0.026134676336857777 -64 XGBoost_1_AutoML_20190416_021340 heat_type_district 6.784202247656964e+19 0.0890841129673334 0.024393663004882077 -65 XGBoost_1_AutoML_20190416_021340 heat_fuel_cogeneration 6.35374740362452e+19 0.08343176261672795 0.02284589511400397 -66 XGBoost_1_AutoML_20190416_021340 bathroom_count 4.664399684495527e+19 0.06124875014772766 0.016771580485083353 -67 XGBoost_1_AutoML_20190416_021340 room_count 3.813859270689869e+19 0.05008020953812039 0.013713329054920911 -68 XGBoost_1_AutoML_20190416_021340 front_door_structure_corridor 1.630003228287225e+19 0.0214037533707087 0.00586093220635349 -69 XGBoost_1_AutoML_20190416_021340 heat_type_central 1.317431973670971e+19 0.017299345521400805 0.004737033246419707 -70 XGBoost_1_AutoML_20190416_021340 front_door_structure_mixed 1.0203622936900796e+19 0.013398490569777401 0.003668872628872557 -71 XGBoost_1_AutoML_20190416_021340 front_door_structure_stairway 9.740319523281568e+18 0.012790121713273147 0.003502284621494944 -72 XGBoost_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 8.074262407120033e+20 1.0 0.21459785185480698 -73 XGBoost_grid_1_AutoML_20190416_022142_model_9 supply_area 7.214671605242895e+20 0.8935394022964704 0.19175163628045075 -74 XGBoost_grid_1_AutoML_20190416_022142_model_9 city 5.850806068058385e+20 0.7246242161883465 0.1555028001959924 -75 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.832041302691477e+20 0.3507492275943535 0.07527003078148105 -76 XGBoost_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.5394788507263277e+20 0.3145152736783695 0.06749430210690482 -77 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.8748393769375944e+20 0.23219946075623288 0.04982950548013213 -78 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.6332483488956757e+20 0.20227833411203572 0.04340849597721179 -79 XGBoost_grid_1_AutoML_20190416_022142_model_9 floor 1.520719227175127e+20 0.18834156613910996 0.04041769550842306 -80 XGBoost_grid_1_AutoML_20190416_022142_model_9 bathroom_count 1.2354014133449287e+20 0.1530048629897796 0.032834514920945766 -81 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 1.1952418830818057e+20 0.14803109223051997 0.03176715440039039 -82 XGBoost_grid_1_AutoML_20190416_022142_model_9 room_count 1.1922649333593696e+20 0.1476623960484624 0.03168803299173377 -83 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 7.90512796389553e+19 0.09790526447251259 0.021010259441077955 -84 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 6.900264056257092e+19 0.08545999260777445 0.018339530833156082 -85 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_district 4.422885358384762e+19 0.054777577633401915 0.011755150489937973 -86 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 1.995450876692529e+19 0.02471372338522097 0.005303511949802329 -87 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 1.237791487740923e+19 0.015330087447361331 0.0032898038349500835 -88 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_central 1.089905744439935e+19 0.013498517752888933 0.0028967529129939416 -89 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 1.0696698926376944e+19 0.013247896076481733 0.002842970039608706 -90 XGBoost_grid_1_AutoML_20190416_022142_model_3 supply_area 8.682182210195523e+20 1.0 0.2483576151322533 -91 XGBoost_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 7.681393004688693e+20 0.8847306839135904 0.21972960269110672 -92 XGBoost_grid_1_AutoML_20190416_022142_model_3 city 6.80907812648935e+20 0.7842588374260817 0.1947766545095352 -93 XGBoost_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 2.086985131743951e+20 0.2403756430374377 0.05969912144065986 -94 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 1.8172949845425888e+20 0.20931315889783236 0.05198451695966403 -95 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.7723939203358445e+20 0.2041415254167915 0.05070010240197461 -96 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.5099232544433897e+20 0.17391056970334953 0.043192014337815395 -97 XGBoost_grid_1_AutoML_20190416_022142_model_3 floor 1.0797120621876609e+20 0.12435952575606517 0.030885635235754372 -98 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 1.0740466745939172e+20 0.12370699538333343 0.030723574348581358 -99 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 6.806801609654272e+19 0.07839966318215502 0.019471153375091945 -100 XGBoost_grid_1_AutoML_20190416_022142_model_3 bathroom_count 4.864621191718188e+19 0.05602993664433399 0.013915461440998037 -101 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_district 4.2829821794525905e+19 0.04933071059512051 0.012251657636183508 -102 XGBoost_grid_1_AutoML_20190416_022142_model_3 room_count 2.521852623801916e+19 0.029046299222337143 0.007213869603277476 -103 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.8724166250560225e+19 0.02156619821750845 0.00535612955676985 -104 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.131859699669821e+19 0.013036580807307562 0.0032377341187818116 -105 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 1.1157702161670865e+19 0.012851264683858315 0.0031917094483164023 -106 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 1.016985473578854e+19 0.011713477659851503 0.0029091313765056462 -107 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.405102839080157e+18 0.00968086436749739 0.0024043163867304615 -108 XGBoost_grid_1_AutoML_20190416_020809_model_4 supply_area 7.233163807525343e+20 1.0 0.23315725739498758 -109 XGBoost_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 6.043663926007505e+20 0.835549157578833 0.19481434999977298 -110 XGBoost_grid_1_AutoML_20190416_020809_model_4 city 4.88769369555916e+20 0.6757338594314747 0.1575522533939727 -111 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.193514614335912e+20 0.3032579757220197 0.07070679790250184 -112 XGBoost_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 1.9567792055641126e+20 0.2705288111307932 0.06307575564958233 -113 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 1.712772946300156e+20 0.2367944362767226 0.05521034132867279 -114 XGBoost_grid_1_AutoML_20190416_020809_model_4 floor 1.3957132873072273e+20 0.19296027636691085 0.04499008882388777 -115 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.2550112472067788e+20 0.17350792552231045 0.040454632051075676 -116 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.1192280702852792e+20 0.15473561778330536 0.03607773226367454 -117 XGBoost_grid_1_AutoML_20190416_020809_model_4 bathroom_count 6.991777728450842e+19 0.09666278705283345 0.02253763032139436 -118 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_district 6.389811824820224e+19 0.08834048273830464 0.02059722467221235 -119 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 5.717170633170118e+19 0.07904107780916016 0.018429000923527596 -120 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 4.410817558562944e+19 0.06098047377240308 0.014218040019420473 -121 XGBoost_grid_1_AutoML_20190416_020809_model_4 room_count 3.844565551821095e+19 0.053151921539800195 0.012392756251493378 -122 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.297043397754277e+19 0.03175710462086378 0.007404399416206285 -123 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.0483746613820916e+19 0.014493998605304202 0.003379380963499503 -124 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_central 8.055134335273009e+18 0.011136391418223507 0.002596530480350069 -125 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.463524511762088e+18 0.010318478483781991 0.002405828143767799 -126 XGBoost_grid_1_AutoML_20190416_022142_model_14 supply_area 9.020846568986808e+20 1.0 0.29859352094822333 -127 XGBoost_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 4.484881893262958e+20 0.49716862591164607 0.1484513305159485 -128 XGBoost_grid_1_AutoML_20190416_022142_model_14 city 4.134986331057197e+20 0.4583811840091661 0.13686965166971235 -129 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.0070212574539416e+20 0.2224870184971302 0.0664331822183306 -130 XGBoost_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.8954809925109495e+20 0.21012229595252319 0.06274115617818851 -131 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 1.784612749074854e+20 0.1978320699090768 0.05907137431062631 -132 XGBoost_grid_1_AutoML_20190416_022142_model_14 floor 1.3768071408871539e+20 0.15262504803269172 0.045572850476973126 -133 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 1.245053542140058e+20 0.13801958969355338 0.04121175524642722 -134 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 8.713397433269014e+19 0.0965917928725804 0.028841683528525286 -135 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_cogeneration 7.0356095395898065e+19 0.07799278577442896 0.02328814051294725 -136 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_individual 6.830226045177063e+19 0.07571602058568447 0.022608313178867686 -137 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_district 5.083975520678104e+19 0.0563580755065333 0.016828156199361604 -138 XGBoost_grid_1_AutoML_20190416_022142_model_14 bathroom_count 4.720515679344656e+19 0.052328965394152015 0.015625090024617583 -139 XGBoost_grid_1_AutoML_20190416_022142_model_14 room_count 4.183973796199268e+19 0.04638116571656976 0.013849115576993589 -140 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_stairway 2.3583251181330235e+19 0.026143057639854115 0.00780614762903639 -141 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 1.8012089535063654e+19 0.019967183121136614 0.005962071511558117 -142 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_central 1.121625005633831e+19 0.012433700064137198 0.003712622280564876 -143 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_mixed 7.655009959297417e+18 0.008485910829716288 0.0025338379930976455 -144 XGBoost_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 1.1278014110477928e+21 1.0 0.2611815752838408 -145 XGBoost_grid_1_AutoML_20190416_022142_model_16 supply_area 8.922921424589171e+20 0.7911784235399439 0.20664122699074833 -146 XGBoost_grid_1_AutoML_20190416_022142_model_16 city 7.00846796311676e+20 0.6214274866534781 0.16230540988883335 -147 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 2.9810012028821045e+20 0.26431969083214585 0.06903543323007762 -148 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 2.7254882465702163e+20 0.24166384434987362 0.06311814355644889 -149 XGBoost_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.797529635756106e+20 0.1593835242754393 0.041628039944549514 -150 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 1.493738795126248e+20 0.13244696987375446 0.03459270823319859 -151 XGBoost_grid_1_AutoML_20190416_022142_model_16 floor 1.370615307126031e+20 0.12152984503296994 0.03174135636971214 -152 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 1.2928157994850661e+20 0.11463151108172186 0.029939638641491163 -153 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_district 1.1174990222799038e+20 0.09908650683826353 0.02587956994539073 -154 XGBoost_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.0502762887325627e+20 0.0931259952722346 0.02432279414507774 -155 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 8.429330247944713e+19 0.07474126353604556 0.019521040949049065 -156 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 4.3171347698299175e+19 0.038279210573243114 0.009997824518141489 -157 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 2.842869776986931e+19 0.025207184076368024 0.006583652045535547 -158 XGBoost_grid_1_AutoML_20190416_022142_model_16 room_count 2.3789460189073113e+19 0.02109366060020383 0.005509275504063923 -159 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.8080087732171833e+19 0.01603126894066783 0.004187072075722532 -160 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.1221026334849368e+19 0.009949470026309316 0.002598618254710824 -161 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 5.253457211664892e+18 0.0046581403075069095 0.0012166204234078089 -162 XGBoost_1_AutoML_20190416_022142 supply_area 6.855376538033602e+20 1.0 0.24506003265809956 -163 XGBoost_1_AutoML_20190416_022142 exclusive_use_area 5.2606705576989164e+20 0.7673787907218133 0.18805387151542052 -164 XGBoost_1_AutoML_20190416_022142 city 3.899278130028531e+20 0.5687912412097791 0.13938800014650946 -165 XGBoost_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.020806494438346e+20 0.2947768781520489 0.07223803138679374 -166 XGBoost_1_AutoML_20190416_022142 apartment_building_count_in_sites 1.6602402158654836e+20 0.24218074771742695 0.05934882194479562 -167 XGBoost_1_AutoML_20190416_022142 total_household_count_in_sites 1.5674847112588585e+20 0.2286504180423146 0.05603307891273773 -168 XGBoost_1_AutoML_20190416_022142 floor 1.0687115802931574e+20 0.15589392856307013 0.038203371224865404 -169 XGBoost_1_AutoML_20190416_022142 heat_type_individual 9.184239978217577e+19 0.133971342453087 0.03283102155680294 -170 XGBoost_1_AutoML_20190416_022142 total_household_count_of_area_type 9.103392448422556e+19 0.13279201219534728 0.03254201484532656 -171 XGBoost_1_AutoML_20190416_022142 heat_fuel_cogeneration 7.878382563452204e+19 0.11492268177747741 0.028162956149544997 -172 XGBoost_1_AutoML_20190416_022142 room_count 7.153336448599038e+19 0.10434636826893981 0.02557112441574047 -173 XGBoost_1_AutoML_20190416_022142 bathroom_count 6.675113981604843e+19 0.0973704937222826 0.023861616371517853 -174 XGBoost_1_AutoML_20190416_022142 heat_fuel_gas 6.2345317558712795e+19 0.09094368079247175 0.022286661385050907 -175 XGBoost_1_AutoML_20190416_022142 heat_type_district 4.567152279065251e+19 0.0666214649731741 0.01632625838205648 -176 XGBoost_1_AutoML_20190416_022142 front_door_structure_stairway 2.1888197876462387e+19 0.031928512978137306 0.007824402433146884 -177 XGBoost_1_AutoML_20190416_022142 front_door_structure_corridor 1.2193234307338207e+19 0.01778638159361516 0.004358731254200752 -178 XGBoost_1_AutoML_20190416_022142 front_door_structure_mixed 1.136549446615774e+19 0.0165789499717514 0.004062838021514397 -179 XGBoost_1_AutoML_20190416_022142 heat_type_central 1.0762171545276121e+19 0.015698877349139956 0.0038471673958757374 -180 GBM_1_AutoML_20190416_020809 supply_area 4.322788194737151e+20 1.0 0.2272757866900139 -181 GBM_1_AutoML_20190416_020809 exclusive_use_area 3.353057641848017e+20 0.7756701209488477 0.17629103695058757 -182 GBM_1_AutoML_20190416_020809 city 3.285587386243031e+20 0.760062079896286 0.1727437071416766 -183 GBM_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.2258064591544438e+20 0.28356847569973975 0.06444824839514644 -184 GBM_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.2114400643040621e+20 0.28024506631598317 0.0636929179129602 -185 GBM_1_AutoML_20190416_020809 total_household_count_in_sites 9.183545966478125e+19 0.21244496729353482 0.048283597069972393 -186 GBM_1_AutoML_20190416_020809 bathroom_count 6.794429025209234e+19 0.15717700519033578 0.03572252750421396 -187 GBM_1_AutoML_20190416_020809 room_count 6.329651826204135e+19 0.1464252131045947 0.033278905499599686 -188 GBM_1_AutoML_20190416_020809 floor 5.995427119443948e+19 0.13869352023176104 0.03152167891948085 -189 GBM_1_AutoML_20190416_020809 heat_type_district 5.830458154031042e+19 0.13487725725561636 0.030654334749361592 -190 GBM_1_AutoML_20190416_020809 heat_fuel_cogeneration 5.444944748272314e+19 0.12595909174780645 0.028627451667742346 -191 GBM_1_AutoML_20190416_020809 heat_type_individual 4.810870026478079e+19 0.11129090322618979 0.025293727582174488 -192 GBM_1_AutoML_20190416_020809 total_household_count_of_area_type 4.632146610406346e+19 0.10715645554981917 0.024354067733998657 -193 GBM_1_AutoML_20190416_020809 heat_fuel_gas 3.559421724710876e+19 0.08234087733107887 0.01871408767216688 -194 GBM_1_AutoML_20190416_020809 front_door_structure_mixed 1.0809522013526295e+19 0.025005902502201065 0.005683236163081533 -195 GBM_1_AutoML_20190416_020809 front_door_structure_stairway 9.75085394418729e+18 0.022556862619497818 0.005126628697104934 -196 GBM_1_AutoML_20190416_020809 front_door_structure_corridor 9.168717512861286e+18 0.021210193744916513 0.004820563469223512 -197 GBM_1_AutoML_20190416_020809 heat_type_central 6.595181905191109e+18 0.015256777820436634 0.0034674961814944913 -198 GBM_grid_1_AutoML_20190416_021340_model_9 supply_area 8.13525733088579e+20 1.0 0.2948675861336144 -199 GBM_grid_1_AutoML_20190416_021340_model_9 city 5.0380333509012514e+20 0.6192838340557687 0.18260672927959434 -200 GBM_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.9525631023384625e+20 0.4858559405776161 0.14326316840679845 -201 GBM_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.681386199412732e+20 0.20667892004218358 0.06094291425754097 -202 GBM_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.6581928372536345e+20 0.2038279515705357 0.06010225606616312 -203 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 1.0646848168685208e+20 0.13087291201304813 0.038590179655564404 -204 GBM_grid_1_AutoML_20190416_021340_model_9 floor 1.031034923207413e+20 0.1267366084774052 0.03737051781649345 -205 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 9.23339870329079e+19 0.11349854500896817 0.03346704199647183 -206 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 8.847224710946095e+19 0.10875162703652036 0.03206732975236187 -207 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 7.707230824253987e+19 0.09473862363263194 0.027935349264175173 -208 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_district 6.657595242937162e+19 0.08183632025580025 0.02413087821188523 -209 GBM_grid_1_AutoML_20190416_021340_model_9 bathroom_count 4.849212195961884e+19 0.05960736088275511 0.01757627861929323 -210 GBM_grid_1_AutoML_20190416_021340_model_9 room_count 4.5236793485215924e+19 0.05560585442512414 0.01639636406923352 -211 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 3.0090981230182924e+19 0.03698835821202786 0.010906667901026108 -212 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 2.3211820760304714e+19 0.028532374350569368 0.008413272351413044 -213 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 1.6706595398940099e+19 0.0205360380371902 0.006055411964774362 -214 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 7.480615870260052e+18 0.009195303314942026 0.0027113968922433777 -215 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_central 7.16405492775125e+18 0.008806181090981184 0.0025966573613531007 -216 XGBoost_1_AutoML_20190416_020809 supply_area 5.659702854745336e+20 1.0 0.20644000549191793 -217 XGBoost_1_AutoML_20190416_020809 exclusive_use_area 5.2959460573114584e+20 0.9357286403951599 0.1931718256621217 -218 XGBoost_1_AutoML_20190416_020809 city 4.649645733786587e+20 0.8215353090291879 0.16959775370779007 -219 XGBoost_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.8159324697334487e+20 0.3208529699065197 0.0662368888696001 -220 XGBoost_1_AutoML_20190416_020809 room_count 1.513616382059694e+20 0.26743742929730197 0.055209784372879434 -221 XGBoost_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.4792046587819327e+20 0.2613573003292398 0.05395460251532111 -222 XGBoost_1_AutoML_20190416_020809 total_household_count_in_sites 1.3036282209107549e+20 0.23033509962766638 0.04755037923211691 -223 XGBoost_1_AutoML_20190416_020809 bathroom_count 1.059118825125928e+20 0.1871332916776572 0.03863179776165623 -224 XGBoost_1_AutoML_20190416_020809 floor 8.555070397697176e+19 0.1511575893162702 0.031204973568595896 -225 XGBoost_1_AutoML_20190416_020809 total_household_count_of_area_type 8.444933637356808e+19 0.14921160799592537 0.030803245174136736 -226 XGBoost_1_AutoML_20190416_020809 heat_type_individual 6.609682044635893e+19 0.1167849658236749 0.024109088986012894 -227 XGBoost_1_AutoML_20190416_020809 heat_type_district 6.446459543492546e+19 0.11390102464633031 0.02351372815352351 -228 XGBoost_1_AutoML_20190416_020809 heat_fuel_cogeneration 6.215418285538673e+19 0.10981880930952764 0.022670995596974775 -229 XGBoost_1_AutoML_20190416_020809 heat_fuel_gas 5.185038671261414e+19 0.09161326670911807 0.018912643282562876 -230 XGBoost_1_AutoML_20190416_020809 front_door_structure_corridor 1.611667552480107e+19 0.028476186715859404 0.005878624142010896 -231 XGBoost_1_AutoML_20190416_020809 front_door_structure_stairway 1.6102225742988837e+19 0.028450655725658892 0.005873353524253688 -232 XGBoost_1_AutoML_20190416_020809 heat_type_central 8.626768231530496e+18 0.015242440200367491 0.0031466494386740954 -233 XGBoost_1_AutoML_20190416_020809 front_door_structure_mixed 8.481495257710592e+18 0.014985760693424647 0.003093660519851152 -234 XGBoost_grid_1_AutoML_20190416_022142_model_6 supply_area 7.929912891126065e+20 1.0 0.21035628421433644 -235 XGBoost_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 7.88531247737882e+20 0.994375674189668 0.2091731719356642 -236 XGBoost_grid_1_AutoML_20190416_022142_model_6 city 5.6481894726667076e+20 0.7122637474350177 0.14982915529100896 -237 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 2.6786889854892795e+20 0.3377955120398428 0.07105740873698048 -238 XGBoost_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 2.5854076504417868e+20 0.3260322888710387 0.06858294082080685 -239 XGBoost_grid_1_AutoML_20190416_022142_model_6 floor 2.3158276303250627e+20 0.2920369570410514 0.061431809136417374 -240 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 1.9954839500022927e+20 0.25164008450021313 0.05293407313484648 -241 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 1.4368701185972083e+20 0.18119620458947683 0.03811576031118304 -242 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 1.2532486860869888e+20 0.15804066239988981 0.03324484649721322 -243 XGBoost_grid_1_AutoML_20190416_022142_model_6 room_count 1.0816312817241765e+20 0.13639888565920708 0.028692362758246943 -244 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 6.215173314348004e+19 0.07837631257340881 0.016486949883363654 -245 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 5.54792324811121e+19 0.06996196962415047 0.014716939966452567 -246 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_district 5.112545670618887e+19 0.06447164982530967 0.013562016694420016 -247 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 3.0810622585678594e+19 0.03885367091504509 0.008173113841775523 -248 XGBoost_grid_1_AutoML_20190416_022142_model_6 bathroom_count 3.0412322299493482e+19 0.0383513951755085 0.008067456983555597 -249 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 2.4640620727436837e+19 0.031073003027575267 0.00653640145626156 -250 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 2.0111470648860082e+19 0.025361527831365884 0.005334956756604606 -251 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_central 1.3964491464592327e+19 0.017609892638567607 0.0037043515808624786 -252 XGBoost_grid_1_AutoML_20190416_021340_model_6 supply_area 8.496624053923674e+20 1.0 0.26991416288264936 -253 XGBoost_grid_1_AutoML_20190416_021340_model_6 city 6.791921522971393e+20 0.7993670756604723 0.2157604950628478 -254 XGBoost_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 4.782635623407954e+20 0.5628865762513491 0.15193105902676346 -255 XGBoost_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 1.8998429750406624e+20 0.2235997453792639 0.06035273809481756 -256 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 1.716381279579726e+20 0.20200744068311635 0.0545246692480498 -257 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 1.4031793231035472e+20 0.16514551122872975 0.04457511241712976 -258 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 1.2961538288260638e+20 0.15254927375861832 0.041175209524913575 -259 XGBoost_grid_1_AutoML_20190416_021340_model_6 room_count 1.018661459153073e+20 0.11989014138888059 0.03236004715086218 -260 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 9.881732331678676e+19 0.11630186611723006 0.03139152083472211 -261 XGBoost_grid_1_AutoML_20190416_021340_model_6 bathroom_count 9.52312529486558e+19 0.11208128351245429 0.030252325814076993 -262 XGBoost_grid_1_AutoML_20190416_021340_model_6 floor 7.94514754831867e+19 0.09350946326323174 0.02523952849830105 -263 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 5.561480666286339e+19 0.06545518115183749 0.017667280426930384 -264 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 2.562928399094697e+19 0.030164079083988153 0.008141712155080695 -265 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_district 2.1026675540518502e+19 0.024747094148302996 0.006679591200817314 -266 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.6611978025323463e+19 0.019551268739084887 0.005277164335003809 -267 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 6.208950958144094e+18 0.007307550526819943 0.0019724113831692683 -268 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_central 5.818966278399853e+18 0.006848562724995112 0.0018485240748663716 -269 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 2.9478429008697754e+18 0.0034694284249383554 0.0009364478689985049 -270 GBM_1_AutoML_20190416_022142 supply_area 5.5743645676187576e+20 1.0 0.2914371316869079 -271 GBM_1_AutoML_20190416_022142 city 3.632090471291987e+20 0.6515703139315004 0.1898917833845346 -272 GBM_1_AutoML_20190416_022142 exclusive_use_area 2.623163472364731e+20 0.47057623170227764 0.13714338720734554 -273 GBM_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.2595080738425222e+20 0.22594648386633162 0.06584919517274589 -274 GBM_1_AutoML_20190416_022142 apartment_building_count_in_sites 9.353987860969449e+19 0.16780366169996055 0.04890421785239674 -275 GBM_1_AutoML_20190416_022142 total_household_count_in_sites 8.813467065145465e+19 0.15810711621451015 0.04607828444884544 -276 GBM_1_AutoML_20190416_022142 heat_fuel_cogeneration 8.481192012403651e+19 0.15214634618034364 0.04434109472744268 -277 GBM_1_AutoML_20190416_022142 floor 7.837336474973372e+19 0.1405960514405556 0.040974909958340466 -278 GBM_1_AutoML_20190416_022142 bathroom_count 5.52323173538857e+19 0.09908271460163878 0.028876382143254112 -279 GBM_1_AutoML_20190416_022142 total_household_count_of_area_type 4.532207600511274e+19 0.08130447059093823 0.023695141702345594 -280 GBM_1_AutoML_20190416_022142 room_count 3.6848700640773276e+19 0.06610385846456075 0.01926511890434891 -281 GBM_1_AutoML_20190416_022142 heat_type_district 3.179837105551442e+19 0.0570439386764005 0.016624721867974028 -282 GBM_1_AutoML_20190416_022142 heat_type_individual 2.5109555839613534e+19 0.04504469618918335 0.013127697055083784 -283 GBM_1_AutoML_20190416_022142 heat_fuel_gas 2.2947214490987397e+19 0.04116561486539071 0.011997188720497404 -284 GBM_1_AutoML_20190416_022142 front_door_structure_mixed 1.1634678002381488e+19 0.02087175652264803 0.006082804854228053 -285 GBM_1_AutoML_20190416_022142 front_door_structure_corridor 1.1276848540191556e+19 0.020229836788390698 0.005895725608102873 -286 GBM_1_AutoML_20190416_022142 heat_type_central 9.700040014309622e+18 0.01740115827848206 0.005071343656710703 -287 GBM_1_AutoML_20190416_022142 front_door_structure_stairway 9.073677926779585e+18 0.016277510766856167 0.004743871048895321 -288 XGBoost_2_AutoML_20190416_021340 supply_area 6.909529508802965e+20 1.0 0.24992205717555535 -289 XGBoost_2_AutoML_20190416_021340 exclusive_use_area 5.3145146096813395e+20 0.7691572346439038 0.19222935837366578 -290 XGBoost_2_AutoML_20190416_021340 city 4.781603313930868e+20 0.6920302327154041 0.17295361938791212 -291 XGBoost_2_AutoML_20190416_021340 total_parking_capacity_in_site 1.8274062693934773e+20 0.2644762233181438 0.06609844180569208 -292 XGBoost_2_AutoML_20190416_021340 apartment_building_count_in_sites 1.4274723728122813e+20 0.2065947284824003 0.05163257954394678 -293 XGBoost_2_AutoML_20190416_021340 total_household_count_in_sites 1.4101679069706217e+20 0.20409029372752832 0.05100666605794722 -294 XGBoost_2_AutoML_20190416_021340 heat_fuel_cogeneration 1.2670297889076727e+20 0.18337424962053286 0.045829269698187375 -295 XGBoost_2_AutoML_20190416_021340 total_household_count_of_area_type 1.0865258676863841e+20 0.15725034046125932 0.0393003285796344 -296 XGBoost_2_AutoML_20190416_021340 floor 9.716033290544926e+19 0.14061787098769002 0.03514350759289033 -297 XGBoost_2_AutoML_20190416_021340 bathroom_count 5.899033814646129e+19 0.08537533282303185 0.021337178811179833 -298 XGBoost_2_AutoML_20190416_021340 heat_type_individual 5.192176700748936e+19 0.0751451556018964 0.018780431874803157 -299 XGBoost_2_AutoML_20190416_021340 room_count 4.1600004844718916e+19 0.06020671131329443 0.015046985147193326 -300 XGBoost_2_AutoML_20190416_021340 heat_type_district 3.583268372698733e+19 0.05185980272800822 0.012960908582502291 -301 XGBoost_2_AutoML_20190416_021340 heat_fuel_gas 3.082228620502604e+19 0.04460837190977685 0.011148616074943687 -302 XGBoost_2_AutoML_20190416_021340 front_door_structure_stairway 2.6446452027826373e+19 0.03827532973718794 0.00956584914699072 -303 XGBoost_2_AutoML_20190416_021340 front_door_structure_corridor 1.1073138722378613e+19 0.016025893960321138 0.004005224386640767 -304 XGBoost_2_AutoML_20190416_021340 heat_type_central 5.91267325638869e+18 0.008557273326433808 0.002138651353555845 -305 XGBoost_2_AutoML_20190416_021340 front_door_structure_mixed 2.489108782697677e+18 0.0036024287609257204 0.000900326406758943 -306 XGBoost_grid_1_AutoML_20190416_020809_model_7 supply_area 9.41807742618228e+20 1.0 0.261706055558107 -307 XGBoost_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 5.296469952611861e+20 0.5623727341514162 0.14717635000819507 -308 XGBoost_grid_1_AutoML_20190416_020809_model_7 city 4.780888367490023e+20 0.5076289088682941 0.13284955942718704 -309 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.4677679986753352e+20 0.26202460300601627 0.06857342531188343 -310 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 2.361051511145722e+20 0.2506935762262893 0.0656080269879378 -311 XGBoost_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.20178786758888e+20 0.2337831563656404 0.061182467708375904 -312 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.5930357781916287e+20 0.1691466003202506 0.04426668958087643 -313 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 1.5163533743644842e+20 0.1610045559987666 0.042135867277321555 -314 XGBoost_grid_1_AutoML_20190416_020809_model_7 floor 1.2080029909556344e+20 0.12826428752829988 0.03356754075800226 -315 XGBoost_grid_1_AutoML_20190416_020809_model_7 room_count 1.1147547292179051e+20 0.11836330057330853 0.030976392515879202 -316 XGBoost_grid_1_AutoML_20190416_020809_model_7 bathroom_count 1.0406494926853374e+20 0.11049489673893836 0.028917183584847902 -317 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 8.451373257058366e+19 0.08973565277307581 0.02348436373017358 -318 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 7.565109710466266e+19 0.08032541428715845 0.021021647334163052 -319 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_district 5.414464526731759e+19 0.05749012544406923 0.015045513963508122 -320 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 3.4288045811822494e+19 0.03640662978253039 0.009527835476550332 -321 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 2.972857560059819e+19 0.03156543979767322 0.00826086674140595 -322 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_central 1.4413953126329483e+19 0.015304560022259592 0.004005296035477853 -323 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 6.099541304843174e+18 0.006476418730521829 0.001694918000107511 -324 XGBoost_grid_1_AutoML_20190416_021340_model_8 supply_area 6.891118934263763e+20 1.0 0.27033462218253407 -325 XGBoost_grid_1_AutoML_20190416_021340_model_8 city 5.807302351189149e+20 0.8427226995480078 0.22781712258695588 -326 XGBoost_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 4.516783915279623e+20 0.6554500014245059 0.17719082849463524 -327 XGBoost_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 1.5158984404333756e+20 0.21997856297271004 0.05946782170948435 -328 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 1.3916457979718979e+20 0.20194772594221366 0.05459346219321027 -329 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 1.1178071494184718e+20 0.16220981818504873 0.043850929913352696 -330 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 8.952164739528943e+19 0.1299087249099319 0.035118826066741195 -331 XGBoost_grid_1_AutoML_20190416_021340_model_8 floor 7.793813406699487e+19 0.1130993889533292 0.03057468058177372 -332 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 6.9611774402405335e+19 0.10101664920668295 0.027308297697434217 -333 XGBoost_grid_1_AutoML_20190416_021340_model_8 bathroom_count 5.5822944214001385e+19 0.08100708280688734 0.02189901912470914 -334 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 4.330740566516669e+19 0.06284524484091435 0.01698924552003743 -335 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_district 4.082442693467177e+19 0.0592420872779979 0.01601518728160227 -336 XGBoost_grid_1_AutoML_20190416_021340_model_8 room_count 1.88087582771548e+19 0.02729420063211302 0.007378567415656556 -337 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 1.376505984652306e+19 0.019975072231130632 0.005399953604671527 -338 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 7.02388698641911e+18 0.010192665448705583 0.002755430363108793 -339 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.567980706101199e+18 0.006628793886270714 0.0017919924907708851 -340 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_central 3.8593806463716557e+18 0.005600513767339275 0.0015140127733217436 -341 XGBoost_grid_1_AutoML_20190416_022142_model_1 city 7.039090329520555e+20 1.0 0.20077745579967754 -342 XGBoost_grid_1_AutoML_20190416_022142_model_1 supply_area 6.958222568711583e+20 0.9885116176915889 0.19847084762854073 -343 XGBoost_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 6.745848995095951e+20 0.9583410184133017 0.1924132714654946 -344 XGBoost_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 2.036990250068046e+20 0.2893825984197576 0.05810150186341872 -345 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 1.9322805032005193e+20 0.2745071327039115 0.055114843703155815 -346 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 1.7773519261287422e+20 0.25249738857233855 0.05069578327361671 -347 XGBoost_grid_1_AutoML_20190416_022142_model_1 room_count 1.757504773677153e+20 0.24967782645245012 0.050129678764716364 -348 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_district 1.2338018438288402e+20 0.17527859227129378 0.035191989812379386 -349 XGBoost_grid_1_AutoML_20190416_022142_model_1 floor 1.1982992290944647e+20 0.1702349555125091 0.03417934125597287 -350 XGBoost_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.0450265165341183e+20 0.1484604498043566 0.029807511398594454 -351 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 9.613865790482678e+19 0.13657824151174794 0.027421831848322656 -352 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 6.520883726358099e+19 0.09263815949357547 0.018599653973084825 -353 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 5.638191393533015e+19 0.08009829579665363 0.01608193204394212 -354 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 3.242967544781131e+19 0.04607083291971358 0.009249984620192123 -355 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 3.046365629837109e+19 0.04327783118595954 0.008689212838044897 -356 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 1.9028335147268178e+19 0.02703237812912714 0.005427492104980993 -357 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_central 1.781387287734308e+19 0.025307066742182888 0.005081088474248114 -358 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 1.601004598665098e+19 0.022744481512771628 0.004566579131617088 -359 GBM_grid_1_AutoML_20190416_022142_model_19 supply_area 5.651336011062612e+20 1.0 0.26566206432280287 -360 GBM_grid_1_AutoML_20190416_022142_model_19 city 2.964809003003103e+20 0.5246209033048868 0.1393718721588698 -361 GBM_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.9075316399513744e+20 0.33753640488149 0.08967061810491403 -362 GBM_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 1.666038600385723e+20 0.29480437849110663 0.0783183397613483 -363 GBM_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 1.635382984750305e+20 0.28937988849875634 0.07687725855208213 -364 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 1.579901979856449e+20 0.2795625630406256 0.07426916760474632 -365 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 1.3877055881025998e+20 0.24555354439837523 0.06523426150665339 -366 GBM_grid_1_AutoML_20190416_022142_model_19 room_count 1.0869348860119168e+20 0.19233237660691532 0.05109541620550388 -367 GBM_grid_1_AutoML_20190416_022142_model_19 floor 8.141844900871982e+19 0.1440693826191567 0.03827376959231691 -368 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 6.329741986157612e+19 0.11200434682643194 0.02975530599103709 -369 GBM_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.9007422397120774e+19 0.06902336424654791 0.018336889432242664 -370 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 3.6764453860829823e+19 0.06505444692876625 0.017282498664474264 -371 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 3.238772248214189e+19 0.05730985101353419 0.01522505332628777 -372 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_district 2.576568060739584e+19 0.045592193698904056 0.012112116295055939 -373 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 2.5127526257657905e+19 0.044462983989043005 0.011812128112480896 -374 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 1.819712524739045e+19 0.03219968731600667 0.008554235402919103 -375 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.0002971960436326e+19 0.017700189726562524 0.0047022689416638674 -376 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 7.33212077761495e+18 0.012974137023992497 0.003446736024600753 -377 XGBoost_2_AutoML_20190416_015849 supply_area 8.073467240310825e+20 1.0 0.29477427704454456 -378 XGBoost_2_AutoML_20190416_015849 city 4.3536174452488274e+20 0.5392500292205576 0.1589570375097394 -379 XGBoost_2_AutoML_20190416_015849 exclusive_use_area 4.014123790807408e+20 0.49719948955324755 0.1465616200799751 -380 XGBoost_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.69564026815522e+20 0.2100262771475541 0.06191034400652741 -381 XGBoost_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.685651952684782e+20 0.20878909921976535 0.061545655777288016 -382 XGBoost_2_AutoML_20190416_015849 total_household_count_in_sites 1.3611887981169213e+20 0.16860027514826656 0.049699024216341564 -383 XGBoost_2_AutoML_20190416_015849 heat_fuel_cogeneration 1.2339958856409101e+20 0.1528458404438143 0.045055022116091165 -384 XGBoost_2_AutoML_20190416_015849 floor 9.686937574046066e+19 0.11998485019768437 0.03536844747332039 -385 XGBoost_2_AutoML_20190416_015849 total_household_count_of_area_type 9.132508395935367e+19 0.11311755066443757 0.033344144218159226 -386 XGBoost_2_AutoML_20190416_015849 bathroom_count 8.644275095472597e+19 0.10707016995513065 0.03156153194156015 -387 XGBoost_2_AutoML_20190416_015849 heat_type_individual 7.938234698812516e+19 0.09832497565825135 0.028983673615083482 -388 XGBoost_2_AutoML_20190416_015849 heat_fuel_gas 5.523275715853681e+19 0.06841268505154716 0.020166299776745934 -389 XGBoost_2_AutoML_20190416_015849 heat_type_district 2.6466043126010085e+19 0.032781508041384154 0.009663145333328937 -390 XGBoost_2_AutoML_20190416_015849 room_count 2.465033821120312e+19 0.0305325301725682 0.009000204507959535 -391 XGBoost_2_AutoML_20190416_015849 front_door_structure_stairway 1.7538176933748015e+19 0.021723227966021698 0.006403448818757878 -392 XGBoost_2_AutoML_20190416_015849 front_door_structure_corridor 1.0135457614025196e+19 0.012554033245368051 0.0037006060738965446 -393 XGBoost_2_AutoML_20190416_015849 heat_type_central 5.893668747658396e+18 0.007300046649389131 0.002151865973465131 -394 XGBoost_2_AutoML_20190416_015849 front_door_structure_mixed 3.1596948771643064e+18 0.00391367770886336 0.0011536515172155465 -395 XGBoost_2_AutoML_20190416_022142 exclusive_use_area 6.126620231143669e+20 1.0 0.2205661368815176 -396 XGBoost_2_AutoML_20190416_022142 supply_area 6.00999529666826e+20 0.9809642298566891 0.21636749059844296 -397 XGBoost_2_AutoML_20190416_022142 city 4.693090340910714e+20 0.7660161987932855 0.16895723375649963 -398 XGBoost_2_AutoML_20190416_022142 total_parking_capacity_in_site 1.906948810827723e+20 0.3112562455126664 0.06865258765297402 -399 XGBoost_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.7237249617221072e+20 0.28135005870934093 0.062056295560907505 -400 XGBoost_2_AutoML_20190416_022142 total_household_count_in_sites 1.1692380812411824e+20 0.19084552936667307 0.04209406115351529 -401 XGBoost_2_AutoML_20190416_022142 total_household_count_of_area_type 1.1054284956692487e+20 0.18043039293507768 0.03979683474570435 -402 XGBoost_2_AutoML_20190416_022142 floor 9.741220023304716e+19 0.1589982674915416 0.035069633631463516 -403 XGBoost_2_AutoML_20190416_022142 room_count 8.486847020607629e+19 0.13852412423845262 0.03055373094817089 -404 XGBoost_2_AutoML_20190416_022142 heat_fuel_gas 6.697488603425433e+19 0.1093178351316742 0.024111812587244024 -405 XGBoost_2_AutoML_20190416_022142 heat_fuel_cogeneration 6.515805741856378e+19 0.10635236877804745 0.023457731129572452 -406 XGBoost_2_AutoML_20190416_022142 bathroom_count 5.100690296443555e+19 0.08325455314685629 0.018363135165399082 -407 XGBoost_2_AutoML_20190416_022142 heat_type_district 4.7125921587502514e+19 0.07691993270277407 0.016965932405437187 -408 XGBoost_2_AutoML_20190416_022142 heat_type_individual 4.491416158925436e+19 0.07330985093696617 0.016169670616526532 -409 XGBoost_2_AutoML_20190416_022142 front_door_structure_stairway 2.2488594996902494e+19 0.036706363620492434 0.008096180822740292 -410 XGBoost_2_AutoML_20190416_022142 front_door_structure_corridor 1.380440806914628e+19 0.022531848798092356 0.004969762846193697 -411 XGBoost_2_AutoML_20190416_022142 heat_type_central 6.477685343867896e+18 0.010573015952481672 0.0023320492838255413 -412 XGBoost_2_AutoML_20190416_022142 front_door_structure_mixed 3.9435276456348877e+18 0.00643670979570206 0.0014197202138654258 -413 GBM_grid_1_AutoML_20190416_022142_model_22 supply_area 6.650399423118484e+20 1.0 0.3203301669042589 -414 GBM_grid_1_AutoML_20190416_022142_model_22 city 3.9383070984555096e+20 0.5921910622037151 0.18969666179492645 -415 GBM_grid_1_AutoML_20190416_022142_model_22 exclusive_use_area 2.849441382064288e+20 0.428461690911211 0.1372492049616692 -416 GBM_grid_1_AutoML_20190416_022142_model_22 apartment_building_count_in_sites 1.2268698188398985e+20 0.18448062150597844 0.05909470827761149 -417 GBM_grid_1_AutoML_20190416_022142_model_22 total_parking_capacity_in_site 1.1706688537321747e+20 0.17602985614106595 0.05638767319780034 -418 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_in_sites 7.646634539423996e+19 0.11498007943466289 0.03683158803597051 -419 GBM_grid_1_AutoML_20190416_022142_model_22 floor 7.42405996080865e+19 0.11163329431012405 0.03575951179843429 -420 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_of_area_type 6.525620422450558e+19 0.09812373674528235 0.03143199296888586 -421 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_district 6.0533674239858835e+19 0.09102261441535127 0.029157289267731475 -422 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_cogeneration 5.6900465609221865e+19 0.08555947092654516 0.0274072796021403 -423 GBM_grid_1_AutoML_20190416_022142_model_22 bathroom_count 4.163863288722594e+19 0.06261072491748305 0.02005610396281399 -424 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_gas 3.657458139685244e+19 0.05499606725832116 0.017616899403935866 -425 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_individual 3.161293622046674e+19 0.04753539480737369 0.015227020952505858 -426 GBM_grid_1_AutoML_20190416_022142_model_22 room_count 1.6876808595012846e+19 0.025377135298587865 0.008129061985748611 -427 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_corridor 1.433670693692008e+19 0.021557662968455744 0.006905569776751191 -428 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_stairway 1.2200488885058273e+19 0.01834549793001344 0.005876616413862942 -429 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_central 3.632723196253307e+18 0.005462413556131734 0.0017497758461357646 -430 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_mixed 2.2689259442384404e+18 0.003411713793236351 0.0010928748488169627 -431 GBM_1_AutoML_20190416_021340 supply_area 4.6325499992323444e+20 1.0 0.24196870679539226 -432 GBM_1_AutoML_20190416_021340 city 3.179318268004527e+20 0.6862998280712284 0.16606308187229515 -433 GBM_1_AutoML_20190416_021340 exclusive_use_area 2.9590672653219267e+20 0.6387556023814683 0.15455886706655567 -434 GBM_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.5552764378314755e+20 0.3357279334468487 0.08123565389122349 -435 GBM_1_AutoML_20190416_021340 total_household_count_in_sites 1.1154557778317751e+20 0.24078655988961076 0.05826281251020038 -436 GBM_1_AutoML_20190416_021340 total_parking_capacity_in_site 8.885751598383366e+19 0.1918112400266768 0.046412317698075564 -437 GBM_1_AutoML_20190416_021340 floor 8.69748969903835e+19 0.1877473465041846 0.045428982637883954 -438 GBM_1_AutoML_20190416_021340 room_count 6.7733122446908195e+19 0.14621131441243415 0.03537856266723119 -439 GBM_1_AutoML_20190416_021340 bathroom_count 5.565279259057979e+19 0.1201342513298334 0.029068729436112415 -440 GBM_1_AutoML_20190416_021340 heat_fuel_gas 5.484702209123392e+19 0.11839488424371582 0.028647857031642077 -441 GBM_1_AutoML_20190416_021340 total_household_count_of_area_type 5.001941397934388e+19 0.10797382432490216 0.026126286639649443 -442 GBM_1_AutoML_20190416_021340 heat_fuel_cogeneration 4.792292678015176e+19 0.10344826669564931 0.02503124331257111 -443 GBM_1_AutoML_20190416_021340 heat_type_individual 3.776785937624518e+19 0.08152714894065613 0.019727018797885895 -444 GBM_1_AutoML_20190416_021340 heat_type_district 3.6573462094015365e+19 0.07894887718443605 0.019103157715266238 -445 GBM_1_AutoML_20190416_021340 heat_type_central 1.493213426480264e+19 0.03223307739209945 0.007799396052602098 -446 GBM_1_AutoML_20190416_021340 front_door_structure_stairway 1.2930086318343455e+19 0.027911379953775108 0.006753680512289798 -447 GBM_1_AutoML_20190416_021340 front_door_structure_mixed 8.853048824038425e+18 0.01911053054042688 0.0046241503610409415 -448 GBM_1_AutoML_20190416_021340 front_door_structure_corridor 7.293371239073055e+18 0.015743750721053485 0.003809495002082336 -449 XGBoost_grid_1_AutoML_20190416_015849_model_3 supply_area 7.296843298881478e+20 1.0 0.23413702836448586 -450 XGBoost_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 6.864965686802692e+20 0.940813089388258 0.22027918099577815 -451 XGBoost_grid_1_AutoML_20190416_015849_model_3 city 4.9219224601020596e+20 0.6745276359239527 0.1579318962249561 -452 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.363516704176126e+20 0.3239094780257136 0.07583920264403232 -453 XGBoost_grid_1_AutoML_20190416_015849_model_3 floor 1.893862863238584e+20 0.25954550285174566 0.06076921276307392 -454 XGBoost_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 1.748343466872663e+20 0.23960271520983104 0.05609986772729204 -455 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 1.3508677264474531e+20 0.18513042847645167 0.04334588838332038 -456 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1561731563143666e+20 0.15844840144663577 0.0370986378638184 -457 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 1.1517658739055893e+20 0.15784440294642776 0.03695721944984309 -458 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_district 6.9340797562716684e+19 0.09502848659686282 0.022249687461763833 -459 XGBoost_grid_1_AutoML_20190416_015849_model_3 room_count 4.599667036921843e+19 0.06303639599368838 0.014759154436769176 -460 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 3.879753002542485e+19 0.05317029355882161 0.012449134531129854 -461 XGBoost_grid_1_AutoML_20190416_015849_model_3 bathroom_count 2.719651467103935e+19 0.03727161672117621 0.008726665581436279 -462 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.7641072530410177e+19 0.02417630721645667 0.0056605687284880385 -463 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.5488660871294484e+19 0.021226522534297423 0.004969914908692193 -464 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.289616418560331e+19 0.017673620848593724 0.004138049065930357 -465 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.1311885577722266e+19 0.015502437306631275 0.0036296946033813906 -466 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 2.9886966297893274e+18 0.004095876130774879 0.0009589962658086583 -467 XGBoost_grid_1_AutoML_20190416_022142_model_20 supply_area 1.1318098258223851e+21 1.0 0.2889449828048675 -468 XGBoost_grid_1_AutoML_20190416_022142_model_20 city 7.342827865826698e+20 0.648768697558472 0.187458460160369 -469 XGBoost_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 6.77972873066773e+20 0.599016599431049 0.17308284102243468 -470 XGBoost_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 2.472549378920347e+20 0.218459790903809 0.06312286052625604 -471 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 2.0921822153451923e+20 0.18485280544591406 0.05341229069100116 -472 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 1.4771066146742757e+20 0.13050837525650516 0.03770974024438208 -473 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 1.4738570740290814e+20 0.130221265128014 0.037626781213242096 -474 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.2488838888075087e+20 0.11034396948268728 0.03188333636479591 -475 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 9.925426044157192e+19 0.08769517473437087 0.025339080755692644 -476 XGBoost_grid_1_AutoML_20190416_022142_model_20 floor 9.555036640740848e+19 0.08442263375649753 0.02439349645911281 -477 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_district 8.541768945828993e+19 0.07547000168179714 0.0218066783382302 -478 XGBoost_grid_1_AutoML_20190416_022142_model_20 bathroom_count 7.90726717371853e+19 0.06986392053959264 0.02018682931899323 -479 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 4.751237353638671e+19 0.041979113851449125 0.012129654329970546 -480 XGBoost_grid_1_AutoML_20190416_022142_model_20 room_count 3.913408173859406e+19 0.03457655239046791 0.009990721335915352 -481 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 2.5235535682900853e+19 0.022296621841539892 0.006442497014610378 -482 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 1.7367726243163668e+19 0.015345092299887123 0.004433887430729991 -483 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_central 5.412361380890149e+18 0.004782041344231544 0.0013817468539811494 -484 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 2.562196894008738e+18 0.0022638051336469167 0.0006541151354151792 -485 XGBoost_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 7.120079828256953e+20 1.0 0.20987652153119812 -486 XGBoost_grid_1_AutoML_20190416_022142_model_2 supply_area 6.785964808776754e+20 0.9530742593426803 0.20002791031176473 -487 XGBoost_grid_1_AutoML_20190416_022142_model_2 city 6.137363427317273e+20 0.8619795810378917 0.18090927609915222 -488 XGBoost_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 2.6682452083221515e+20 0.3747493388673645 0.0786510876875987 -489 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 1.882952893141279e+20 0.26445671095828704 0.05550325459150676 -490 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.7545200833928574e+20 0.24641859722271914 0.051717478025701646 -491 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.3767663270155308e+20 0.19336388920130593 0.04058254045531409 -492 XGBoost_grid_1_AutoML_20190416_022142_model_2 floor 1.096613139203322e+20 0.15401697251360463 0.032324546447921494 -493 XGBoost_grid_1_AutoML_20190416_022142_model_2 room_count 1.048029062887249e+20 0.14719344279371852 0.030892447765747042 -494 XGBoost_grid_1_AutoML_20190416_022142_model_2 bathroom_count 9.471853748248432e+19 0.133030162255459 0.02791990771290662 -495 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 7.181008517442254e+19 0.10085573042234017 0.02116724987752899 -496 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 6.8338293646836105e+19 0.09597967339583299 0.020143879990017908 -497 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 6.4542783905799864e+19 0.09064896105469705 0.019025088626576866 -498 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_district 3.4584522525182525e+19 0.048573222996643094 0.010194379082094652 -499 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 2.1690415525834785e+19 0.030463725195542864 0.006393620676922855 -500 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 1.987043351079577e+19 0.027907599338897013 0.00585714987353407 -501 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 1.8482702501984338e+19 0.025958560785559387 0.00544809244162937 -502 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_central 1.1417722367988728e+19 0.016035947128957777 0.0033655688028838616 -503 GBM_grid_1_AutoML_20190416_021340_model_7 supply_area 4.767797670010652e+21 1.0 0.2195209083265924 -504 GBM_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 3.54407451271196e+21 0.7433357617090413 0.16317774160200818 -505 GBM_grid_1_AutoML_20190416_021340_model_7 city 3.477136948500399e+21 0.729296247273981 0.16009577464075944 -506 GBM_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.5454510260038087e+21 0.3241435843061595 0.07115629405512552 -507 GBM_grid_1_AutoML_20190416_021340_model_7 floor 1.3709373848681322e+21 0.2875410157379999 0.06312126495595674 -508 GBM_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 1.2965857697700124e+21 0.2719464749784811 0.059697937203491105 -509 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.0389720601538163e+21 0.2179144611544506 0.04783678045012493 -510 GBM_grid_1_AutoML_20190416_021340_model_7 room_count 8.373571638355076e+20 0.17562766329252325 0.03855394417325163 -511 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 7.629052029081905e+20 0.1600120759542395 0.03512599625669834 -512 GBM_grid_1_AutoML_20190416_021340_model_7 bathroom_count 6.330662849136107e+20 0.13277960365130098 0.029147899200778517 -513 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 5.468365665357896e+20 0.11469374423654348 0.025177674914183896 -514 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 5.1250840614173934e+20 0.10749374063530559 0.023597123583685417 -515 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_district 4.303824873712433e+20 0.09026861397209454 0.01981584813253672 -516 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 3.916003021300957e+20 0.08213442122203579 0.018030222751540245 -517 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 2.0894997588171398e+20 0.04382526070600793 0.009620561037832579 -518 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.3256694708058037e+20 0.027804650334560903 0.0061037020971461 -519 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 1.2768370807837137e+20 0.02678043761829476 0.00587886599135171 -520 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_central 9.429263945444203e+19 0.019776980060949474 0.004341460626936536 -521 GBM_2_AutoML_20190416_020809 city 3.273964932610927e+20 1.0 0.18074029716129886 -522 GBM_2_AutoML_20190416_020809 exclusive_use_area 3.176598867885781e+20 0.9702605047001838 0.17536517194338305 -523 GBM_2_AutoML_20190416_020809 supply_area 3.129039448445865e+20 0.955733953433189 0.17273963875065754 -524 GBM_2_AutoML_20190416_020809 bathroom_count 1.2881823695246878e+20 0.3934624823538919 0.07111452598246475 -525 GBM_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.1466556077424771e+20 0.35023454170843554 0.06330149514453397 -526 GBM_2_AutoML_20190416_020809 total_household_count_in_sites 1.0941050212389696e+20 0.3341834881433629 0.06040042295343081 -527 GBM_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.0593871059631053e+20 0.32357924650043934 0.05848380916771858 -528 GBM_2_AutoML_20190416_020809 room_count 9.517985737712704e+19 0.29071740026617465 0.05254434931406868 -529 GBM_2_AutoML_20190416_020809 heat_type_individual 6.193978688406343e+19 0.18918891362305335 0.03419406046785396 -530 GBM_2_AutoML_20190416_020809 floor 5.774635948688854e+19 0.17638050704726663 0.03187906525718354 -531 GBM_2_AutoML_20190416_020809 heat_type_district 4.1294727640290165e+19 0.12613063514812414 0.022796888477815323 -532 GBM_2_AutoML_20190416_020809 total_household_count_of_area_type 4.031543221584868e+19 0.12313947475209475 0.022256265258979866 -533 GBM_2_AutoML_20190416_020809 heat_fuel_cogeneration 3.5266164758822257e+19 0.1077169899028153 0.019468800764355466 -534 GBM_2_AutoML_20190416_020809 heat_fuel_gas 2.3648313682392252e+19 0.07223142021723843 0.013055128354446324 -535 GBM_2_AutoML_20190416_020809 front_door_structure_stairway 1.49058284491081e+19 0.04552836928898006 0.00822881099455961 -536 GBM_2_AutoML_20190416_020809 heat_type_central 1.315838561419998e+19 0.04019097908817981 0.007264129503601169 -537 GBM_2_AutoML_20190416_020809 front_door_structure_corridor 5.840671737443779e+18 0.017839750448353002 0.003224361797318736 -538 GBM_2_AutoML_20190416_020809 front_door_structure_mixed 5.33060664405105e+18 0.01628180739187084 0.002942778706329768 -539 GBM_grid_1_AutoML_20190416_015849_model_7 supply_area 4.226008160913517e+21 1.0 0.2035357422064216 -540 GBM_grid_1_AutoML_20190416_015849_model_7 exclusive_use_area 3.56090390156949e+21 0.8426164280761222 0.17150256008379738 -541 GBM_grid_1_AutoML_20190416_015849_model_7 city 2.7547058065496196e+21 0.6518458322035392 0.1326739252617099 -542 GBM_grid_1_AutoML_20190416_015849_model_7 total_parking_capacity_in_site 1.5348527894432108e+21 0.3631921025707221 0.07392257416024273 -543 GBM_grid_1_AutoML_20190416_015849_model_7 apartment_building_count_in_sites 1.5207641224339123e+21 0.3598583023335136 0.07324402665459455 -544 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_in_sites 1.345381990257595e+21 0.3183576413081914 0.06479715881074848 -545 GBM_grid_1_AutoML_20190416_015849_model_7 floor 9.042147187849387e+20 0.213964262338168 0.043549374940648526 -546 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_of_area_type 8.356883690673343e+20 0.1977488772493727 0.040248964501437626 -547 GBM_grid_1_AutoML_20190416_015849_model_7 bathroom_count 8.052332691684506e+20 0.19054228920239163 0.03878216625451941 -548 GBM_grid_1_AutoML_20190416_015849_model_7 room_count 7.135546174539762e+20 0.16884837659653984 0.034366679650926116 -549 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_gas 6.315243649911897e+20 0.14943756399530378 0.03041588550130378 -550 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_cogeneration 5.835587771598803e+20 0.13808747047798767 0.02810573579314455 -551 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_individual 4.749861380807207e+20 0.11239593488575875 0.022876590027957538 -552 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_district 4.363404330189057e+20 0.10325120454206221 0.021015310550175678 -553 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_corridor 1.3883343328318272e+20 0.03285214509693984 0.006686585735378703 -554 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_stairway 1.3698513664470522e+20 0.03241478279944773 0.006597566875545542 -555 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_central 1.0759539314439225e+20 0.025460289958629385 0.005182079013520335 -556 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_mixed 5.1846692353544815e+19 0.012268478994687353 0.0024970739779275834 -557 XGBoost_grid_1_AutoML_20190416_022142_model_5 supply_area 1.0570838490052402e+21 1.0 0.26901221127181585 -558 XGBoost_grid_1_AutoML_20190416_022142_model_5 city 7.828860559737173e+20 0.7406092304886179 0.19923292678206103 -559 XGBoost_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.776896368673701e+20 0.5464936744715191 0.14701347181564323 -560 XGBoost_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 2.6500235738610663e+20 0.25069189888340915 0.06743918206655636 -561 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.1752996649055237e+20 0.20578307642790789 0.05535816043218858 -562 XGBoost_grid_1_AutoML_20190416_022142_model_5 room_count 1.8183220163638618e+20 0.17201303549145874 0.04627360704513465 -563 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 1.7301000181008826e+20 0.16366724548189612 0.04402848761985199 -564 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 1.4220286467626972e+20 0.13452373225651734 0.036188526682863424 -565 XGBoost_grid_1_AutoML_20190416_022142_model_5 bathroom_count 9.618335085347262e+19 0.09098932969601715 0.024477240783665873 -566 XGBoost_grid_1_AutoML_20190416_022142_model_5 floor 8.283047702548185e+19 0.07835752774335619 0.021079131808032905 -567 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 8.151712358024295e+19 0.07711509702560866 0.020744902773299614 -568 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 8.047828740213414e+19 0.07613235929947047 0.020480534324490946 -569 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_district 6.445592248720556e+19 0.0609752221149356 0.01640307933392895 -570 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 6.043343396377775e+19 0.05716995299913827 0.015379415474603964 -571 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 2.265395494865024e+19 0.021430613068176712 0.005765096610380891 -572 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.8750857994836115e+19 0.017738288228016586 0.004771816140395562 -573 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 1.5075146642715836e+19 0.014261069882868967 0.0038364019442924764 -574 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_central 9.885867375008416e+18 0.009352018181255374 0.0025158070907937333 -575 GBM_grid_1_AutoML_20190416_022142_model_30 supply_area 1.0253265754953487e+21 1.0 0.26031422518058844 -576 GBM_grid_1_AutoML_20190416_022142_model_30 city 5.351660510514124e+20 0.5219469229039213 0.1358702088211266 -577 GBM_grid_1_AutoML_20190416_022142_model_30 apartment_building_count_in_sites 3.306640658969825e+20 0.3224963380445244 0.08395038436163749 -578 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_in_sites 2.726185248981296e+20 0.2658845790341716 0.06921353817874731 -579 GBM_grid_1_AutoML_20190416_022142_model_30 exclusive_use_area 2.6816260009493948e+20 0.26153871995894246 0.068082249240835 -580 GBM_grid_1_AutoML_20190416_022142_model_30 floor 2.5192541699622253e+20 0.2457026112626741 0.06395988487569033 -581 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_of_area_type 2.3926433829224238e+20 0.23335427366315034 0.06074543694120198 -582 GBM_grid_1_AutoML_20190416_022142_model_30 total_parking_capacity_in_site 2.3387287862739626e+20 0.22809598835805966 0.05937663047622883 -583 GBM_grid_1_AutoML_20190416_022142_model_30 room_count 1.9847497258435713e+20 0.1935724454313215 0.05038966114876619 -584 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_individual 1.2053141132796756e+20 0.11755416684653594 0.030601021859405622 -585 GBM_grid_1_AutoML_20190416_022142_model_30 bathroom_count 1.065816874040479e+20 0.10394901483223223 0.02705940725433803 -586 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_cogeneration 1.0032708472311854e+20 0.0978489069930224 0.02547146240865609 -587 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_gas 8.694412825699182e+19 0.08479652272251693 0.02207374111052016 -588 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_corridor 5.3624400345519096e+19 0.05229982488224539 0.013614388391302168 -589 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_stairway 4.597845366056944e+19 0.04484274060521316 0.011673203275620176 -590 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_district 4.397003294471566e+19 0.042883929857638926 0.01116329697358998 -591 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_central 1.6599466682511e+19 0.016189443518999376 0.004214342445753222 -592 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_mixed 8.771388645199315e+18 0.00855472671325401 0.0022269170559923997 -593 DRF_1_AutoML_20190416_021340 supply_area 9.973245300184984e+20 1.0 0.2317116818016925 -594 DRF_1_AutoML_20190416_021340 exclusive_use_area 7.764448529754148e+20 0.7785277806823956 0.1803939813912571 -595 DRF_1_AutoML_20190416_021340 city 6.675545693850373e+20 0.669345382864147 0.15509514436964925 -596 DRF_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.4987020986158363e+20 0.25054052351138806 0.0580531660623002 -597 DRF_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.4683844288743316e+20 0.24750062337567771 0.057348785689345566 -598 DRF_1_AutoML_20190416_021340 total_household_count_in_sites 2.2599112188266073e+20 0.2265973763610016 0.05250525916845876 -599 DRF_1_AutoML_20190416_021340 floor 2.2293666098851296e+20 0.22353472142551023 0.0517956062425778 -600 DRF_1_AutoML_20190416_021340 room_count 1.412621753041027e+20 0.1416411319006488 0.03281990488499469 -601 DRF_1_AutoML_20190416_021340 total_household_count_of_area_type 1.4070406320184361e+20 0.14108152258045215 0.032690236868260024 -602 DRF_1_AutoML_20190416_021340 bathroom_count 1.4044575713415345e+20 0.14082252356868075 0.032630223771657495 -603 DRF_1_AutoML_20190416_021340 heat_type_district 1.2819366157133388e+20 0.12853755995448757 0.029783654191740196 -604 DRF_1_AutoML_20190416_021340 heat_fuel_cogeneration 1.2718923570912795e+20 0.12753043957193036 0.029550292634121098 -605 DRF_1_AutoML_20190416_021340 heat_type_individual 7.457215074237258e+19 0.07477220152299816 0.017325592566908975 -606 DRF_1_AutoML_20190416_021340 heat_fuel_gas 5.3038228706519155e+19 0.05318051156882244 0.01232254577468621 -607 DRF_1_AutoML_20190416_021340 front_door_structure_corridor 3.4951766005929476e+19 0.03504552926747043 0.00812045852619601 -608 DRF_1_AutoML_20190416_021340 front_door_structure_stairway 2.8767241798108054e+19 0.028844414162333378 0.006683587716138823 -609 DRF_1_AutoML_20190416_021340 front_door_structure_mixed 2.8151227214507016e+19 0.028226747028858166 0.0065404670258476525 -610 DRF_1_AutoML_20190416_021340 heat_type_central 1.9925734547626394e+19 0.019979188266087078 0.004629411314167677 -611 GBM_2_AutoML_20190416_022142 supply_area 4.8073125346161774e+20 1.0 0.26624414067742364 -612 GBM_2_AutoML_20190416_022142 exclusive_use_area 3.673669251164243e+20 0.764183569241885 0.20345939771261212 -613 GBM_2_AutoML_20190416_022142 city 3.4221949330025716e+20 0.7118727788884657 0.18953195628680913 -614 GBM_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.1133733907696976e+20 0.23159996000937993 0.06166213233362303 -615 GBM_2_AutoML_20190416_022142 total_parking_capacity_in_site 9.841538584613696e+19 0.20472017397969028 0.05450554680055529 -616 GBM_2_AutoML_20190416_022142 total_household_count_in_sites 7.520055242397214e+19 0.1564295058465057 0.04164843936069692 -617 GBM_2_AutoML_20190416_022142 heat_type_district 6.329584975897166e+19 0.13166576814632935 0.03505523929675236 -618 GBM_2_AutoML_20190416_022142 floor 4.913476891386787e+19 0.10220839306798025 0.027212385782404744 -619 GBM_2_AutoML_20190416_022142 bathroom_count 4.489436158386137e+19 0.09338764904629983 0.024863914370216917 -620 GBM_2_AutoML_20190416_022142 heat_fuel_cogeneration 4.157117125179212e+19 0.08647486709559485 0.023023426680061066 -621 GBM_2_AutoML_20190416_022142 heat_type_individual 3.366013891045543e+19 0.07001861990057383 0.018642047286847433 -622 GBM_2_AutoML_20190416_022142 total_household_count_of_area_type 3.349071956177794e+19 0.0696661998166755 0.018548217504452458 -623 GBM_2_AutoML_20190416_022142 heat_fuel_gas 2.432020764594012e+19 0.05059002815152288 0.013469298572048878 -624 GBM_2_AutoML_20190416_022142 room_count 1.7233215289156436e+19 0.03584791952897724 0.009544298530065979 -625 GBM_2_AutoML_20190416_022142 front_door_structure_stairway 1.0220091422061625e+19 0.021259469502907226 0.005660209189059428 -626 GBM_2_AutoML_20190416_022142 front_door_structure_corridor 4.24288892775039e+18 0.008825906152758899 0.002349845799340879 -627 GBM_2_AutoML_20190416_022142 front_door_structure_mixed 4.1529178153948283e+18 0.008638751455185768 0.0023000169577117773 -628 GBM_2_AutoML_20190416_022142 heat_type_central 4.1158486054980813e+18 0.008561641407461969 0.0022794868593179595 -629 GBM_4_AutoML_20190416_015849 supply_area 4.6469530737906287e+20 1.0 0.25392549877188986 -630 GBM_4_AutoML_20190416_015849 exclusive_use_area 3.8462510591660104e+20 0.8276931137650876 0.21017238674285846 -631 GBM_4_AutoML_20190416_015849 city 3.4325954333920304e+20 0.7386765863318654 0.1875688206154359 -632 GBM_4_AutoML_20190416_015849 apartment_building_count_in_sites 1.3456532265820278e+20 0.28957753719779805 0.07353112056608636 -633 GBM_4_AutoML_20190416_015849 total_parking_capacity_in_site 9.112229003472667e+19 0.19609040286777865 0.04979235335258152 -634 GBM_4_AutoML_20190416_015849 floor 6.736081461560371e+19 0.14495695038438577 0.03680826592680725 -635 GBM_4_AutoML_20190416_015849 total_household_count_in_sites 5.467916185004461e+19 0.11766669682644662 0.02987857468049621 -636 GBM_4_AutoML_20190416_015849 heat_type_individual 5.324246958844831e+19 0.11457501021205102 0.02909351661488943 -637 GBM_4_AutoML_20190416_015849 heat_fuel_gas 4.523272529219315e+19 0.09733845936020127 0.024716716842726444 -638 GBM_4_AutoML_20190416_015849 heat_fuel_cogeneration 3.968723724243514e+19 0.08540485908126748 0.021686471439753816 -639 GBM_4_AutoML_20190416_015849 total_household_count_of_area_type 3.965426068969488e+19 0.0853338952642962 0.021668451917134627 -640 GBM_4_AutoML_20190416_015849 bathroom_count 3.8485554596159685e+19 0.08281890086909381 0.02102983071092435 -641 GBM_4_AutoML_20190416_015849 heat_type_district 2.4846572449458815e+19 0.05346852454696919 0.013577021764186188 -642 GBM_4_AutoML_20190416_015849 room_count 2.4258738348877677e+19 0.05220353630360475 0.013255808993549298 -643 GBM_4_AutoML_20190416_015849 front_door_structure_stairway 1.2482513617582817e+19 0.026861716525578207 0.006820874766626563 -644 GBM_4_AutoML_20190416_015849 heat_type_central 5.328988712690778e+18 0.011467705027509127 0.002911942718879164 -645 GBM_4_AutoML_20190416_015849 front_door_structure_corridor 4.245012359581532e+18 0.00913504460271809 0.0023196207570486517 -646 GBM_4_AutoML_20190416_015849 front_door_structure_mixed 2.2742397464965284e+18 0.004894045001925052 0.0012427228181258936 -647 XGBoost_2_AutoML_20190416_020809 supply_area 7.036118657453932e+20 1.0 0.25945025067745703 -648 XGBoost_2_AutoML_20190416_020809 exclusive_use_area 5.725876214395128e+20 0.8137833503318256 0.21113629424073302 -649 XGBoost_2_AutoML_20190416_020809 city 4.098626449096877e+20 0.5825124118330308 0.15113299127280996 -650 XGBoost_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.6520311740915778e+20 0.23479296676463052 0.06091709408438723 -651 XGBoost_2_AutoML_20190416_020809 total_household_count_in_sites 1.448782403494394e+20 0.2059064768556143 0.05342248703630114 -652 XGBoost_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.4278785763880468e+20 0.2029355452775628 0.052651678093630104 -653 XGBoost_2_AutoML_20190416_020809 heat_fuel_cogeneration 1.0328040813969696e+20 0.14678605232201938 0.03808367807090226 -654 XGBoost_2_AutoML_20190416_020809 total_household_count_of_area_type 9.834484997619188e+19 0.13977144895361762 0.03626373746856748 -655 XGBoost_2_AutoML_20190416_020809 floor 8.117021446754009e+19 0.11536220240053782 0.029930752331523074 -656 XGBoost_2_AutoML_20190416_020809 bathroom_count 6.794430784427839e+19 0.09656503983527831 0.025053823791941585 -657 XGBoost_2_AutoML_20190416_020809 heat_type_district 5.700139198055868e+19 0.08101255074795033 0.021018726599575925 -658 XGBoost_2_AutoML_20190416_020809 heat_type_individual 5.5919868363013095e+19 0.07947544816313272 0.020619924948628028 -659 XGBoost_2_AutoML_20190416_020809 heat_fuel_gas 4.727842824832156e+19 0.06719390412530306 0.017433475269306893 -660 XGBoost_2_AutoML_20190416_020809 front_door_structure_stairway 2.429940928398911e+19 0.03453524658548328 0.00896017838381143 -661 XGBoost_2_AutoML_20190416_020809 room_count 2.071312780962562e+19 0.02943828667198857 0.007637770856562278 -662 XGBoost_2_AutoML_20190416_020809 heat_type_central 7.387318460352561e+18 0.010499138544979731 0.0027240041273923427 -663 XGBoost_2_AutoML_20190416_020809 front_door_structure_corridor 6.364506564706959e+18 0.009045479296976496 0.0023468518710983 -664 XGBoost_2_AutoML_20190416_020809 front_door_structure_mixed 3.2984730357989376e+18 0.004687915591509528 0.0012162808753719064 -665 GBM_4_AutoML_20190416_020809 supply_area 6.302385169288313e+20 1.0 0.3381956740020234 -666 GBM_4_AutoML_20190416_020809 city 3.462015197957828e+20 0.5493182509422494 0.18577705611902665 -667 GBM_4_AutoML_20190416_020809 exclusive_use_area 2.2767545055111125e+20 0.3612528343405282 0.12217414579493623 -668 GBM_4_AutoML_20190416_020809 total_parking_capacity_in_site 1.0620772150920872e+20 0.16851988359385223 0.05699269561476538 -669 GBM_4_AutoML_20190416_020809 apartment_building_count_in_sites 9.144734965236236e+19 0.14509958880010648 0.04907205323166845 -670 GBM_4_AutoML_20190416_020809 total_household_count_in_sites 8.762670507551516e+19 0.1390373687449672 0.04702183663417204 -671 GBM_4_AutoML_20190416_020809 floor 6.283909063856095e+19 0.0997068394752791 0.03372042177895357 -672 GBM_4_AutoML_20190416_020809 heat_type_district 6.0825440645405475e+19 0.09651177928922756 0.03263986624585484 -673 GBM_4_AutoML_20190416_020809 total_household_count_of_area_type 5.551274999357322e+19 0.08808212843621221 0.02978899479401758 -674 GBM_4_AutoML_20190416_020809 heat_fuel_cogeneration 4.855643899179722e+19 0.07704454375212422 0.02605613140242803 -675 GBM_4_AutoML_20190416_020809 heat_type_individual 4.293991809283837e+19 0.06813280518316417 0.023042219970568757 -676 GBM_4_AutoML_20190416_020809 bathroom_count 3.5706143132769845e+19 0.056654968196432696 0.019160465154755755 -677 GBM_4_AutoML_20190416_020809 front_door_structure_stairway 2.606345914252316e+19 0.04135491316768622 0.013986052732040793 -678 GBM_4_AutoML_20190416_020809 heat_fuel_gas 1.7641379294154326e+19 0.027991591786743257 0.009466635250707138 -679 GBM_4_AutoML_20190416_020809 room_count 1.421407510653934e+19 0.022553485267458578 0.007627491151122858 -680 GBM_4_AutoML_20190416_020809 heat_type_central 4.333739649408172e+18 0.006876348450625643 0.0023255512989321086 -681 GBM_4_AutoML_20190416_020809 front_door_structure_corridor 4.1719069309623337e+18 0.006619568336273932 0.002238709375088615 -682 GBM_4_AutoML_20190416_020809 front_door_structure_mixed 1.3305609396525466e+18 0.002111202193950958 0.0007139994489377947 -683 XGBoost_grid_1_AutoML_20190416_021340_model_10 supply_area 9.025476832353698e+20 1.0 0.2654082302984743 -684 XGBoost_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 6.09941778570691e+20 0.6758000600968005 0.1793628979858944 -685 XGBoost_grid_1_AutoML_20190416_021340_model_10 city 4.9507870152762956e+20 0.548534676586745 0.14558561777023393 -686 XGBoost_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.6293274225109736e+20 0.29132282663289355 0.07731947586218552 -687 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 2.050794310691518e+20 0.22722282144030542 0.060306806921897695 -688 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.704344354044416e+20 0.1888370427072439 0.05011890531972702 -689 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 1.591014260093265e+20 0.17628035500461797 0.04678625705816246 -690 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 1.0570256188694331e+20 0.11711576446357992 0.031083487786331694 -691 XGBoost_grid_1_AutoML_20190416_021340_model_10 bathroom_count 1.035932060036597e+20 0.11477865150825972 0.030463198772852525 -692 XGBoost_grid_1_AutoML_20190416_021340_model_10 floor 8.952450612552165e+19 0.0991908879590743 0.026326078034952155 -693 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 8.236686135056033e+19 0.0912603986254767 0.024221260895521093 -694 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 6.534308763333244e+19 0.0723984880212606 0.01921515458200807 -695 XGBoost_grid_1_AutoML_20190416_021340_model_10 room_count 5.2015885202826985e+19 0.05763228488534282 0.015296082739476349 -696 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_district 4.2074149442988016e+19 0.046617093173586664 0.012372560200860723 -697 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 3.2184882378026516e+19 0.035660035448379986 0.009464466900735392 -698 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 1.0378764144089235e+19 0.011499408105380535 0.0030520375547289794 -699 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_central 8.493582738790547e+18 0.00941067480040892 0.0024976705446909794 -700 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 3.80803042969754e+18 0.0042192013789751955 0.0011198107712666891 -701 GBM_2_AutoML_20190416_021340 supply_area 6.365543228250092e+20 1.0 0.346712471523297 -702 GBM_2_AutoML_20190416_021340 city 3.10520133266824e+20 0.4878140358685255 0.16913121001973072 -703 GBM_2_AutoML_20190416_021340 exclusive_use_area 2.2010430144317594e+20 0.3457745765771562 0.11988435803498734 -704 GBM_2_AutoML_20190416_021340 apartment_building_count_in_sites 9.231065979421301e+19 0.14501615413518998 0.050278909211015105 -705 GBM_2_AutoML_20190416_021340 total_parking_capacity_in_site 8.698822307131215e+19 0.13665483047112303 0.04737993401824022 -706 GBM_2_AutoML_20190416_021340 total_household_count_in_sites 8.41468211423483e+19 0.1321911078522053 0.04583230571684081 -707 GBM_2_AutoML_20190416_021340 heat_type_individual 7.3229409550346486e+19 0.11504031458832381 0.03988591179573535 -708 GBM_2_AutoML_20190416_021340 floor 6.325840479097612e+19 0.0993762865520058 0.03445499792125331 -709 GBM_2_AutoML_20190416_021340 heat_type_district 6.248964385302118e+19 0.09816859553430413 0.03403627638366948 -710 GBM_2_AutoML_20190416_021340 total_household_count_of_area_type 4.811259253594312e+19 0.07558285414262975 0.026205518164576027 -711 GBM_2_AutoML_20190416_021340 heat_fuel_cogeneration 4.059894348809398e+19 0.06377922831144571 0.02211305387970998 -712 GBM_2_AutoML_20190416_021340 bathroom_count 3.794622655054951e+19 0.059611921857894684 0.020668196759604317 -713 GBM_2_AutoML_20190416_021340 heat_fuel_gas 3.0697669756157166e+19 0.048224744778924473 0.01672012045088112 -714 GBM_2_AutoML_20190416_021340 front_door_structure_stairway 1.605785824978482e+19 0.02522621820950099 0.008746244462602089 -715 GBM_2_AutoML_20190416_021340 front_door_structure_corridor 1.3283248353673478e+19 0.02086742305781982 0.007234995822698946 -716 GBM_2_AutoML_20190416_021340 room_count 1.1773592500457964e+19 0.018495817369061467 0.006412730552870825 -717 GBM_2_AutoML_20190416_021340 heat_type_central 6.743085460580467e+18 0.01059310292742158 0.003672760897067009 -718 GBM_2_AutoML_20190416_021340 front_door_structure_mixed 1.1566702895017492e+18 0.0018170802522689358 0.0006300043852203387 -719 XGBoost_grid_1_AutoML_20190416_022142_model_13 supply_area 7.120002422638358e+20 1.0 0.26401537621127774 -720 XGBoost_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 5.394657924269002e+20 0.7576764169512712 0.2000382242678028 -721 XGBoost_grid_1_AutoML_20190416_022142_model_13 city 4.436620193756149e+20 0.6231206017079042 0.16451342008491007 -722 XGBoost_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 1.740547137783359e+20 0.24445878448709701 0.06454087795451258 -723 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 1.6589948650153994e+20 0.23300481749002683 0.06151685454866953 -724 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 1.3549189430106915e+20 0.1902975396051366 0.05024147651093066 -725 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 1.2170335878178144e+20 0.1709316255213907 0.045128577418435206 -726 XGBoost_grid_1_AutoML_20190416_022142_model_13 floor 7.546413614747563e+19 0.10598891919970999 0.027982704376738148 -727 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 6.718458928995028e+19 0.09436034610934113 0.024912582277484073 -728 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 5.743273479018172e+19 0.08066392591043485 0.02129651674592209 -729 XGBoost_grid_1_AutoML_20190416_022142_model_13 bathroom_count 5.19840081617145e+19 0.07301122257547144 0.019276085395908426 -730 XGBoost_grid_1_AutoML_20190416_022142_model_13 room_count 3.993694512919609e+19 0.056091195983606464 0.014808938209752369 -731 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_district 3.5064377986846294e+19 0.04924770513470273 0.013002151398680615 -732 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 2.7132910122395763e+19 0.03810800686826383 0.010061099769986629 -733 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.7170672868745282e+19 0.024116105373995913 0.006367022633066347 -734 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 1.5450202153578136e+19 0.021699714742306187 0.0057290583513673774 -735 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.2494338865139548e+19 0.017548222772246894 0.004633000637054074 -736 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 5.221120574692e+18 0.007333032019892605 0.0019360332075012917 -737 GBM_3_AutoML_20190416_022142 supply_area 4.3992512240043216e+20 1.0 0.239822469144149 -738 GBM_3_AutoML_20190416_022142 exclusive_use_area 3.6195813714832445e+20 0.8227721462536982 0.1973192476575928 -739 GBM_3_AutoML_20190416_022142 city 3.353472113751223e+20 0.762282475584288 0.1828124654799384 -740 GBM_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.2959970824484081e+20 0.294594924558265 0.0706504822048974 -741 GBM_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.132000701040967e+20 0.2573166758161604 0.06171032054619613 -742 GBM_3_AutoML_20190416_022142 heat_fuel_cogeneration 8.04876992216679e+19 0.1829577242201816 0.043877373171478225 -743 GBM_3_AutoML_20190416_022142 total_household_count_in_sites 6.803093176836109e+19 0.15464207044406397 0.03708664316745885 -744 GBM_3_AutoML_20190416_022142 floor 5.458895351805536e+19 0.12408692011084324 0.029758831569475185 -745 GBM_3_AutoML_20190416_022142 bathroom_count 5.1093887528332165e+19 0.1161422363186276 0.02785351788585653 -746 GBM_3_AutoML_20190416_022142 heat_type_individual 4.845069236148424e+19 0.11013395210783862 0.026412596331105313 -747 GBM_3_AutoML_20190416_022142 heat_type_district 4.020775484311732e+19 0.091396814584549 0.02191900974557651 -748 GBM_3_AutoML_20190416_022142 total_household_count_of_area_type 3.908031561999581e+19 0.08883401658617672 0.021304393201689188 -749 GBM_3_AutoML_20190416_022142 room_count 2.959777989638121e+19 0.06727913090046375 0.01613504729442163 -750 GBM_3_AutoML_20190416_022142 front_door_structure_corridor 1.5848548619251614e+19 0.03602555937877497 0.008639738602516968 -751 GBM_3_AutoML_20190416_022142 front_door_structure_stairway 1.4613789364677771e+19 0.03321881070337213 0.00796661720491479 -752 GBM_3_AutoML_20190416_022142 heat_type_central 5.97196991847465e+18 0.013574969044479336 0.0032555825948024234 -753 GBM_3_AutoML_20190416_022142 heat_fuel_gas 4.765743540397408e+18 0.010833078853040575 0.0025980157189694564 -754 GBM_3_AutoML_20190416_022142 front_door_structure_mixed 1.6099392851279872e+18 0.0036595756940258923 0.0008776484789612023 -755 GBM_4_AutoML_20190416_022142 supply_area 4.9585127996995613e+20 1.0 0.26943997323627566 -756 GBM_4_AutoML_20190416_022142 city 3.392091184243367e+20 0.6840944697065006 0.1843223956088037 -757 GBM_4_AutoML_20190416_022142 exclusive_use_area 2.7594708964303543e+20 0.5565118026109668 0.14994652520117038 -758 GBM_4_AutoML_20190416_022142 apartment_building_count_in_sites 1.1805432597979752e+20 0.23808414084753496 0.0641493845379415 -759 GBM_4_AutoML_20190416_022142 total_parking_capacity_in_site 9.552063561299342e+19 0.19263968748609675 0.05190483224049842 -760 GBM_4_AutoML_20190416_022142 bathroom_count 8.772639119773585e+19 0.17692077189566038 0.04766952804450796 -761 GBM_4_AutoML_20190416_022142 floor 7.684781435642708e+19 0.15498157907565213 0.04175823251825945 -762 GBM_4_AutoML_20190416_022142 total_household_count_in_sites 7.636691435871692e+19 0.15401173183085062 0.04149691690257686 -763 GBM_4_AutoML_20190416_022142 heat_type_district 6.398761849470321e+19 0.12904598834267453 0.03477014764529897 -764 GBM_4_AutoML_20190416_022142 total_household_count_of_area_type 4.530076746976644e+19 0.0913595856251722 0.02461592430572363 -765 GBM_4_AutoML_20190416_022142 heat_fuel_cogeneration 3.868774598841467e+19 0.07802288216490795 0.021022483282329887 -766 GBM_4_AutoML_20190416_022142 room_count 3.719271803789509e+19 0.07500780887396037 0.02021010201551156 -767 GBM_4_AutoML_20190416_022142 heat_type_individual 3.3924465903819293e+19 0.06841661456611504 0.018434170797610627 -768 GBM_4_AutoML_20190416_022142 heat_fuel_gas 2.6186127256787616e+19 0.05281044602400592 0.014229245163303934 -769 GBM_4_AutoML_20190416_022142 front_door_structure_stairway 1.5194500828934177e+19 0.030643262289964883 0.008256519771280313 -770 GBM_4_AutoML_20190416_022142 front_door_structure_corridor 9.45886543729184e+18 0.01907601294861023 0.005139840418328388 -771 GBM_4_AutoML_20190416_022142 heat_type_central 2.583463647913181e+18 0.005210158271790111 0.0014038249053078878 -772 GBM_4_AutoML_20190416_022142 front_door_structure_mixed 2.2634873474106e+18 0.004564851274655872 0.001229953405270857 -773 GBM_4_AutoML_20190416_021340 supply_area 4.738434552283917e+20 1.0 0.2564043808855668 -774 GBM_4_AutoML_20190416_021340 city 3.558599114091439e+20 0.7510073368801096 0.1925615712532628 -775 GBM_4_AutoML_20190416_021340 exclusive_use_area 3.046667203886375e+20 0.6429691431356558 0.1648601050742212 -776 GBM_4_AutoML_20190416_021340 apartment_building_count_in_sites 1.3235059837660614e+20 0.27931291846758416 0.0716170559330217 -777 GBM_4_AutoML_20190416_021340 total_parking_capacity_in_site 9.561616997930762e+19 0.2017885209224232 0.051739460776928155 -778 GBM_4_AutoML_20190416_021340 total_household_count_in_sites 7.738088398185195e+19 0.16330474364060701 0.041872051688846036 -779 GBM_4_AutoML_20190416_021340 room_count 6.957873627701392e+19 0.1468390784114072 0.037650182989884054 -780 GBM_4_AutoML_20190416_021340 floor 5.7883411412267565e+19 0.12215724576034898 0.03132165296986831 -781 GBM_4_AutoML_20190416_021340 bathroom_count 5.1845337755219395e+19 0.10941448527600751 0.02805435335710767 -782 GBM_4_AutoML_20190416_021340 heat_fuel_cogeneration 5.042806286896962e+19 0.10642346604674191 0.027287442923410996 -783 GBM_4_AutoML_20190416_021340 heat_type_district 4.957701887883844e+19 0.10462742142326817 0.02682692921368636 -784 GBM_4_AutoML_20190416_021340 total_household_count_of_area_type 4.012070430852304e+19 0.08467079974584629 0.021709963987919523 -785 GBM_4_AutoML_20190416_021340 heat_type_individual 3.5379924629878473e+19 0.0746658505873536 0.01914465119314463 -786 GBM_4_AutoML_20190416_021340 heat_fuel_gas 2.2747670722732098e+19 0.04800672135857139 0.01230913366829041 -787 GBM_4_AutoML_20190416_021340 front_door_structure_stairway 1.289871945062626e+19 0.027221478545924202 0.006979706353357434 -788 GBM_4_AutoML_20190416_021340 front_door_structure_corridor 7.343379776683377e+18 0.015497480646100473 0.003973621930349445 -789 GBM_4_AutoML_20190416_021340 front_door_structure_mixed 5.996227893762458e+18 0.012654449117319319 0.003244656191374167 -790 GBM_4_AutoML_20190416_021340 heat_type_central 4.514888863008686e+18 0.009528228813105622 0.002443079609760366 -791 XRT_1_AutoML_20190416_020809 supply_area 9.494331108435522e+20 1.0 0.206812255042546 -792 XRT_1_AutoML_20190416_020809 exclusive_use_area 8.231987614007291e+20 0.8670423982468165 0.17931499359892136 -793 XRT_1_AutoML_20190416_020809 city 6.835119487647178e+20 0.7199158539535567 0.14888742119701528 -794 XRT_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.002703979117659e+20 0.31626282513465503 0.0654070280522244 -795 XRT_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.7439720046033633e+20 0.28901161896127675 0.05977114465087869 -796 XRT_1_AutoML_20190416_020809 room_count 2.4799319397938862e+20 0.2612013328238065 0.05401963666141001 -797 XRT_1_AutoML_20190416_020809 floor 2.4391087443122376e+20 0.2569015885853337 0.05313039685934526 -798 XRT_1_AutoML_20190416_020809 total_household_count_in_sites 2.2828718363643373e+20 0.2404457786748191 0.049727133703200255 -799 XRT_1_AutoML_20190416_020809 heat_fuel_gas 1.7674512197448054e+20 0.18615858237495642 0.038499876216488295 -800 XRT_1_AutoML_20190416_020809 total_household_count_of_area_type 1.731447579551885e+20 0.18236646265828338 0.037715619386491844 -801 XRT_1_AutoML_20190416_020809 bathroom_count 1.4676994570698149e+20 0.15458692564090099 0.03197047069188911 -802 XRT_1_AutoML_20190416_020809 heat_type_district 1.030771568182328e+20 0.1085670550573603 0.022452997479740933 -803 XRT_1_AutoML_20190416_020809 heat_fuel_cogeneration 9.588809239899616e+19 0.10099510044873147 0.020887024472050607 -804 XRT_1_AutoML_20190416_020809 front_door_structure_stairway 4.474503031262334e+19 0.04712815447616766 0.009746679903209692 -805 XRT_1_AutoML_20190416_020809 heat_type_individual 4.172101269642543e+19 0.043943077421596505 0.009087966935069561 -806 XRT_1_AutoML_20190416_020809 front_door_structure_corridor 2.5147933193469428e+19 0.026487314278649917 0.005477901195988217 -807 XRT_1_AutoML_20190416_020809 heat_type_central 2.2021658796865094e+19 0.023194534238751473 0.004796913930577735 -808 XRT_1_AutoML_20190416_020809 front_door_structure_mixed 1.0533767795814957e+19 0.011094797174764547 0.0022945400229527242 -809 XGBoost_grid_1_AutoML_20190416_022142_model_11 supply_area 9.833616823237896e+20 1.0 0.22246110815806783 -810 XGBoost_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 8.087503693711944e+20 0.8224342923958865 0.18295964407358528 -811 XGBoost_grid_1_AutoML_20190416_022142_model_11 city 4.435926709782278e+20 0.4510981858983671 0.10035180232304483 -812 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 3.7637933165823446e+20 0.38274760794910123 0.08514645700920676 -813 XGBoost_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 3.4281562211655824e+20 0.34861600597091397 0.07755350300992911 -814 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 2.6465255435879947e+20 0.26913043198245934 0.05987105413787741 -815 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 2.161876651031774e+20 0.2198455247842306 0.04890707906709191 -816 XGBoost_grid_1_AutoML_20190416_022142_model_11 floor 1.8745044217153087e+20 0.19062207277444987 0.04240599754879197 -817 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 1.766968666081607e+20 0.17968654848397894 0.03997326869684433 -818 XGBoost_grid_1_AutoML_20190416_022142_model_11 bathroom_count 1.583944664209456e+20 0.16107447470054193 0.03583280613786122 -819 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 1.2468466257026351e+20 0.12679430652170645 0.028206801936952547 -820 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_district 9.753765890782292e+19 0.09918798002921053 0.022065467953258477 -821 XGBoost_grid_1_AutoML_20190416_022142_model_11 room_count 9.387785089188679e+19 0.09546624866452323 0.021237527469603498 -822 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 7.570300284958671e+19 0.07698388518728161 0.01712592040907613 -823 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.3082795269808456e+19 0.02347335236335559 0.005221907978936885 -824 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_central 1.8885275490354987e+19 0.01920481124068923 0.0042723235905702435 -825 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 1.6021122466789196e+19 0.01629219721977529 0.0036243802478410025 -826 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.230168573625552e+19 0.01250982823246205 0.002782950251460591 -827 GBM_3_AutoML_20190416_020809 supply_area 6.102433790082364e+20 1.0 0.3350493530209352 -828 GBM_3_AutoML_20190416_020809 city 3.591136565868028e+20 0.5884761210689938 0.1971685436324359 -829 GBM_3_AutoML_20190416_020809 exclusive_use_area 2.4261489326970372e+20 0.3975707096798 0.13320580905829105 -830 GBM_3_AutoML_20190416_020809 total_parking_capacity_in_site 9.530626602994919e+19 0.156177468381288 0.052327159737598106 -831 GBM_3_AutoML_20190416_020809 apartment_building_count_in_sites 8.69779844190343e+19 0.1425299928044944 0.047754581875224404 -832 GBM_3_AutoML_20190416_020809 heat_fuel_gas 6.401145590679339e+19 0.10489496176234536 0.03514498907362955 -833 GBM_3_AutoML_20190416_020809 total_household_count_in_sites 6.06160848353839e+19 0.0993309995987122 0.03328078715047129 -834 GBM_3_AutoML_20190416_020809 floor 5.431199533511161e+19 0.08900054831136243 0.02981957613023047 -835 GBM_3_AutoML_20190416_020809 bathroom_count 5.0670892210987205e+19 0.08303390737862197 0.027820456946007547 -836 GBM_3_AutoML_20190416_020809 heat_type_district 4.756010553517172e+19 0.07793629094750049 0.026112503858811406 -837 GBM_3_AutoML_20190416_020809 total_household_count_of_area_type 3.9339910315313725e+19 0.06446593550797503 0.021599269983836364 -838 GBM_3_AutoML_20190416_020809 heat_fuel_cogeneration 3.1947563788287345e+19 0.05235216781902381 0.01754055995700735 -839 GBM_3_AutoML_20190416_020809 room_count 2.9376210711198302e+19 0.04813851607688121 0.016128778666946935 -840 GBM_3_AutoML_20190416_020809 front_door_structure_corridor 1.530392092759556e+19 0.02507838913790002 0.00840249805546065 -841 GBM_3_AutoML_20190416_020809 heat_type_individual 1.437848727926394e+19 0.02356188985226151 0.007894395950950758 -842 GBM_3_AutoML_20190416_020809 front_door_structure_stairway 1.1921631845533352e+19 0.0195358643053339 0.006545478696206904 -843 GBM_3_AutoML_20190416_020809 heat_type_central 4.98625829392928e+18 0.008170933869094843 0.0027376661064170736 -844 GBM_3_AutoML_20190416_020809 front_door_structure_mixed 2.6730043014664684e+18 0.004380226633201032 0.0014675920995390747 -845 DRF_1_AutoML_20190416_020809 supply_area 1.1170797477099072e+21 1.0 0.2156242144548846 -846 DRF_1_AutoML_20190416_020809 city 8.535736409312503e+20 0.7641116425941271 0.1647609726901902 -847 DRF_1_AutoML_20190416_020809 exclusive_use_area 8.532812587991921e+20 0.7638499046719621 0.1647045356563303 -848 DRF_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.478747477948393e+20 0.31141442543203135 0.067148490853701 -849 DRF_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.8327627582411584e+20 0.25358643946849124 0.05467937680680457 -850 DRF_1_AutoML_20190416_020809 total_household_count_in_sites 2.78551524825981e+20 0.24935688378294513 0.0537673821846155 -851 DRF_1_AutoML_20190416_020809 floor 2.66502443090114e+20 0.23857065141182884 0.051441609302665704 -852 DRF_1_AutoML_20190416_020809 heat_fuel_cogeneration 2.517990171394934e+20 0.22540827336248756 0.04860348187541827 -853 DRF_1_AutoML_20190416_020809 room_count 2.208323892469962e+20 0.19768721946639733 0.042626151405212295 -854 DRF_1_AutoML_20190416_020809 bathroom_count 2.0065042231060962e+20 0.1796204995408405 0.0387305291134877 -855 DRF_1_AutoML_20190416_020809 total_household_count_of_area_type 1.8004527533892462e+20 0.16117495255645822 0.0347532225347896 -856 DRF_1_AutoML_20190416_020809 heat_fuel_gas 1.029050964426254e+20 0.09211974046936948 0.019863246674495637 -857 DRF_1_AutoML_20190416_020809 heat_type_individual 5.433164580692322e+19 0.04863721316074967 0.010487360881061423 -858 DRF_1_AutoML_20190416_020809 front_door_structure_mixed 4.485443171958705e+19 0.04015329416860508 0.00865802251288137 -859 DRF_1_AutoML_20190416_020809 heat_type_district 3.921345768202646e+19 0.03510354364799544 0.0075691740236817715 -860 DRF_1_AutoML_20190416_020809 front_door_structure_corridor 3.179746505793313e+19 0.02846481204508469 0.006137702736827323 -861 DRF_1_AutoML_20190416_020809 front_door_structure_stairway 3.11031278630391e+19 0.027843247473425883 0.006003678364330407 -862 DRF_1_AutoML_20190416_020809 heat_type_central 2.3006605711073346e+19 0.0205953118013629 0.0044408479286222905 -863 GBM_3_AutoML_20190416_021340 supply_area 3.9495949487090486e+20 1.0 0.21856462602590887 -864 GBM_3_AutoML_20190416_021340 city 3.359772931104891e+20 0.8506626564840669 0.18592476538864627 -865 GBM_3_AutoML_20190416_021340 exclusive_use_area 3.2979508227513254e+20 0.8350098847045777 0.18250362317839333 -866 GBM_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.1500419276341667e+20 0.29117971401347514 0.06364158529968629 -867 GBM_3_AutoML_20190416_021340 apartment_building_count_in_sites 9.92769103811041e+19 0.2513597259221567 0.05493834449415114 -868 GBM_3_AutoML_20190416_021340 heat_fuel_gas 8.790487272124947e+19 0.22256680460354994 0.04864523041395643 -869 GBM_3_AutoML_20190416_021340 total_household_count_in_sites 8.35578963262324e+19 0.21156067245210514 0.046239679256284166 -870 GBM_3_AutoML_20190416_021340 room_count 7.3197893149047914e+19 0.18533012650568922 0.04050660979105035 -871 GBM_3_AutoML_20190416_021340 total_household_count_of_area_type 5.1183137086182e+19 0.1295908510894555 0.02832397590474609 -872 GBM_3_AutoML_20190416_021340 floor 4.986117226587436e+19 0.12624376148286248 0.027592420516605876 -873 GBM_3_AutoML_20190416_021340 bathroom_count 4.979736100904475e+19 0.12608219742969173 0.027557108329745384 -874 GBM_3_AutoML_20190416_021340 heat_type_district 4.970477333389299e+19 0.12584777421325022 0.02750587170711205 -875 GBM_3_AutoML_20190416_021340 heat_type_individual 2.531103035028721e+19 0.06408512943475454 0.01400674234872909 -876 GBM_3_AutoML_20190416_021340 heat_fuel_cogeneration 2.1285553354255106e+19 0.05389300328433028 0.011779104108252728 -877 GBM_3_AutoML_20190416_021340 front_door_structure_stairway 1.8540422464396067e+19 0.04694259210164355 0.010259990087382508 -878 GBM_3_AutoML_20190416_021340 front_door_structure_corridor 1.299036924235953e+19 0.03289038347237485 0.0071886743634883435 -879 GBM_3_AutoML_20190416_021340 heat_type_central 5.246283448049467e+18 0.013283092358025854 0.0029032141136995284 -880 GBM_3_AutoML_20190416_021340 front_door_structure_mixed 3.4667274519068017e+18 0.008777425272533135 0.001918434672161566 -881 XGBoost_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.413198389263844e+20 1.0 0.2019751738695601 -882 XGBoost_grid_1_AutoML_20190416_015849_model_4 city 7.599362752225907e+20 0.9032667958862731 0.18243746814973047 -883 XGBoost_grid_1_AutoML_20190416_015849_model_4 supply_area 6.49953587247599e+20 0.7725404265719094 0.1560339869781255 -884 XGBoost_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 3.240229804808434e+20 0.38513650277679407 0.0777880121118573 -885 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 2.820988835887212e+20 0.3353051604592019 0.06772331808310805 -886 XGBoost_grid_1_AutoML_20190416_015849_model_4 room_count 2.6598546151882673e+20 0.3161526083329416 0.06385497803736082 -887 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 2.360621030353215e+20 0.28058544695268617 0.05667129443353702 -888 XGBoost_grid_1_AutoML_20190416_015849_model_4 bathroom_count 1.5358242299565834e+20 0.1825493895302008 0.03687044469014436 -889 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 1.4964826483835955e+20 0.17787321529149605 0.03592597358523761 -890 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_district 1.3035554772214612e+20 0.1549417257157444 0.03129438199108717 -891 XGBoost_grid_1_AutoML_20190416_015849_model_4 floor 1.1623613836773504e+20 0.13815927426133798 0.02790474344062598 -892 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 1.010476166830327e+20 0.12010606669156935 0.0242584437028187 -893 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 9.417183391287502e+19 0.11193345212570825 0.022607778454910007 -894 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 2.849239467748963e+19 0.03386630548716054 0.006840152939088887 -895 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 1.5195562957166608e+19 0.018061576886808945 0.0036479901320716646 -896 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.724092602774716e+18 0.010369531537384888 0.0020943879352091996 -897 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_central 5.953183113046655e+18 0.007076004674564151 0.0014291772744469146 -898 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 2.6754518143498977e+18 0.0031800650484648803 0.0006422941910802052 -899 XRT_1_AutoML_20190416_015849 supply_area 1.3856047644295477e+21 1.0 0.24183329156384445 -900 XRT_1_AutoML_20190416_015849 city 1.0793112242286389e+21 0.7789459533743668 0.18837506385486003 -901 XRT_1_AutoML_20190416_015849 exclusive_use_area 8.787476369483445e+20 0.6341979036930666 0.1533701665529843 -902 XRT_1_AutoML_20190416_015849 apartment_building_count_in_sites 3.428062278892105e+20 0.2474054915871652 0.05983088438149519 -903 XRT_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.9779581065401414e+20 0.21492117976125494 0.051975096328448996 -904 XRT_1_AutoML_20190416_015849 floor 2.7349641016611806e+20 0.19738414386783398 0.04773405721406972 -905 XRT_1_AutoML_20190416_015849 total_household_count_in_sites 2.5591331928188702e+20 0.18469431244143153 0.04466523351083249 -906 XRT_1_AutoML_20190416_015849 bathroom_count 2.3628724783231795e+20 0.17053004860992751 0.04123984296588117 -907 XRT_1_AutoML_20190416_015849 total_household_count_of_area_type 1.8613252355401345e+20 0.1343330568227687 0.032486205297283105 -908 XRT_1_AutoML_20190416_015849 room_count 1.4047756380652175e+20 0.10138357445989025 0.024517923522143374 -909 XRT_1_AutoML_20190416_015849 heat_type_district 1.4009579577717188e+20 0.1011080499819508 0.024451292530736867 -910 XRT_1_AutoML_20190416_015849 heat_fuel_gas 1.1994803684654868e+20 0.08656728089119352 0.02093485047964922 -911 XRT_1_AutoML_20190416_015849 heat_type_individual 1.1448061412236277e+20 0.08262140623447865 0.019980606623317514 -912 XRT_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1392588851591722e+20 0.08222105714454613 0.01988378888512454 -913 XRT_1_AutoML_20190416_015849 front_door_structure_stairway 7.2665865860646175e+19 0.052443429559483834 0.012682567191266592 -914 XRT_1_AutoML_20190416_015849 front_door_structure_mixed 4.138696347172104e+19 0.029869241600623403 0.007223377012794472 -915 XRT_1_AutoML_20190416_015849 front_door_structure_corridor 3.109235045006364e+19 0.02243955220727343 0.005426630771503665 -916 XRT_1_AutoML_20190416_015849 heat_type_central 1.9418263751919403e+19 0.014014287660099007 0.0033891213137643107 -917 XGBoost_grid_1_AutoML_20190416_020809_model_2 supply_area 8.618346500227313e+20 1.0 0.23948476962851303 -918 XGBoost_grid_1_AutoML_20190416_020809_model_2 city 7.929333052674041e+20 0.9200527099328045 0.2203386112843468 -919 XGBoost_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 6.259336386350185e+20 0.7262804281755314 0.17393310102731493 -920 XGBoost_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 2.0722319726833828e+20 0.24044426301828623 0.05758273893743188 -921 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 1.7653533515590087e+20 0.20483666460990477 0.04905526143557603 -922 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 1.594452652855646e+20 0.1850067936829404 0.04430630936486882 -923 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 1.49646857463476e+20 0.1736375503810725 0.041583548751870474 -924 XGBoost_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.393663885593983e+20 0.16170896419135902 0.03872683403623308 -925 XGBoost_grid_1_AutoML_20190416_020809_model_2 room_count 1.3442092599515021e+20 0.1559706679136245 0.03735259947409967 -926 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 8.416441332839272e+19 0.09765726328846587 0.023387427201189293 -927 XGBoost_grid_1_AutoML_20190416_020809_model_2 floor 6.99349604522273e+19 0.08114661025799175 0.019433377263769886 -928 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_district 6.962890039551957e+19 0.08079148406679063 0.019348329949681036 -929 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 6.635766858493251e+19 0.07699582348328915 0.01843932704925316 -930 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 2.3231194155186127e+19 0.026955511889169684 0.006455434554996446 -931 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 1.7902913527983636e+19 0.02077302592499784 0.004974823328135236 -932 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.363238177839933e+19 0.015817862252393507 0.003788137097530011 -933 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_central 3.8205604642076754e+18 0.004433055069330186 0.0010616491720290514 -934 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.690824086417834e+18 0.0031222045740988275 0.0007477204431611473 -935 GBM_3_AutoML_20190416_015849 supply_area 4.7151231465564615e+20 1.0 0.2628691120651018 -936 GBM_3_AutoML_20190416_015849 city 3.4413158800142474e+20 0.7298464479188633 0.19185408770830012 -937 GBM_3_AutoML_20190416_015849 exclusive_use_area 3.3681964216266785e+20 0.7143390144723012 0.18777766244779368 -938 GBM_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.0320214930007838e+20 0.21887476974052894 0.05753541637514644 -939 GBM_3_AutoML_20190416_015849 apartment_building_count_in_sites 9.258548492459888e+19 0.19635857229352685 0.051616603545170496 -940 GBM_3_AutoML_20190416_015849 total_household_count_in_sites 8.674992811524751e+19 0.18398231693821726 0.0483632682892293 -941 GBM_3_AutoML_20190416_015849 floor 5.589223543678383e+19 0.11853823049691274 0.031160039396491816 -942 GBM_3_AutoML_20190416_015849 bathroom_count 5.327604427551408e+19 0.11298971971585202 0.02970150729419074 -943 GBM_3_AutoML_20190416_015849 heat_type_individual 4.466693420072567e+19 0.09473121446116783 0.024901910230255918 -944 GBM_3_AutoML_20190416_015849 heat_type_district 4.120463805555671e+19 0.08738825429331404 0.022971672811002777 -945 GBM_3_AutoML_20190416_015849 heat_fuel_gas 4.120133512262687e+19 0.08738124931629186 0.022969831418912918 -946 GBM_3_AutoML_20190416_015849 total_household_count_of_area_type 3.920547522760881e+19 0.0831483590332975 0.021857135308753196 -947 GBM_3_AutoML_20190416_015849 room_count 2.903770186733165e+19 0.061584185534026614 0.01618858016858206 -948 GBM_3_AutoML_20190416_015849 heat_fuel_cogeneration 2.582063199952883e+19 0.054761309931822454 0.014395056917300005 -949 GBM_3_AutoML_20190416_015849 front_door_structure_stairway 1.091785359567618e+19 0.023154970201891088 0.006086726456865 -950 GBM_3_AutoML_20190416_015849 heat_type_central 8.196000466488787e+18 0.017382367780732242 0.004569287584110118 -951 GBM_3_AutoML_20190416_015849 front_door_structure_mixed 4.699382516102988e+18 0.009966616713998299 0.0026199156859019346 -952 GBM_3_AutoML_20190416_015849 front_door_structure_corridor 4.5958324351443927e+18 0.009747004038485848 0.0025621862968917357 -953 GBM_grid_1_AutoML_20190416_021340_model_12 supply_area 5.854372144907077e+21 1.0 0.34272268271486 -954 GBM_grid_1_AutoML_20190416_021340_model_12 city 2.8581802301131074e+21 0.48821293887159845 0.16732164814618017 -955 GBM_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 2.3299002532606887e+21 0.3979761100919337 0.13639544010713198 -956 GBM_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 9.755632773565325e+20 0.1666384119781673 0.05711076359650156 -957 GBM_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 9.082557142880852e+20 0.155141438194736 0.05317048989834156 -958 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 7.258353706878621e+20 0.12398176144632209 0.0424913618905973 -959 GBM_grid_1_AutoML_20190416_021340_model_12 floor 7.182010656320274e+20 0.12267772663834083 0.04204443958285241 -960 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 6.141256226245181e+20 0.10490033899856666 0.03595172559928701 -961 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 3.6215791401304483e+20 0.06186110227517714 0.021201202927447038 -962 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_gas 3.3506267535803993e+20 0.05723289655399216 0.01961501184652626 -963 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_district 3.22875794028887e+20 0.055151224766223306 0.018901575706890276 -964 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 3.204732643651732e+20 0.05474084264423882 0.01876092844510554 -965 GBM_grid_1_AutoML_20190416_021340_model_12 bathroom_count 3.018643907048783e+20 0.05156221422778542 0.017671540386864942 -966 GBM_grid_1_AutoML_20190416_021340_model_12 room_count 2.028574851951839e+20 0.03465059619956971 0.011875545287185863 -967 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.1024548005012308e+20 0.01883130715324093 0.006453916106586265 -968 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 8.422365501489729e+19 0.014386453906618558 0.00493056407762999 -969 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_central 2.958791727708006e+19 0.005053986413012645 0.001732115781872146 -970 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 2.8168955739993276e+19 0.004811610031401649 0.0016490478981397048 -971 XGBoost_grid_1_AutoML_20190416_015849_model_1 supply_area 6.938442618410684e+20 1.0 0.24419937973032768 -972 XGBoost_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 4.4443315525868585e+20 0.6405373362595993 0.15641882020871048 -973 XGBoost_grid_1_AutoML_20190416_015849_model_1 city 4.3576685738511355e+20 0.6280470724494225 0.15336870553359716 -974 XGBoost_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 2.434514017161157e+20 0.3508732652340945 0.08568303373412063 -975 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.9192139070160293e+20 0.2766058628089719 0.06754698012772305 -976 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.6302100024439446e+20 0.2349533017853738 0.057375450561580776 -977 XGBoost_grid_1_AutoML_20190416_015849_model_1 room_count 1.1941409640791461e+20 0.17210504283923522 0.042027944709802714 -978 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 1.0909358768839983e+20 0.15723065490075172 0.038395628401356775 -979 XGBoost_grid_1_AutoML_20190416_015849_model_1 floor 9.076370850658333e+19 0.1308127969030803 0.031944403864521534 -980 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 8.649875567899836e+19 0.12466595234135082 0.03044334823524846 -981 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 8.110919597024503e+19 0.1168982730433301 0.028546485768727696 -982 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_district 6.583434063252973e+19 0.0948834547652564 0.02317048080034622 -983 XGBoost_grid_1_AutoML_20190416_015849_model_1 bathroom_count 4.9632174780134195e+19 0.07153215427398449 0.017468107704481123 -984 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 2.648870845870506e+19 0.03817673491803345 0.009322734987112911 -985 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 1.590147910901275e+19 0.02291793704082709 0.005596546010068677 -986 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 1.4567769305497207e+19 0.020995733634580512 0.00512714513054774 -987 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 4.833372301598654e+18 0.006966076636237693 0.0017011115937231721 -988 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_central 4.72705447499504e+18 0.0068128465348291905 0.0016636928980032007 -989 GBM_2_AutoML_20190416_015849 supply_area 4.6790598688528505e+20 1.0 0.26077123751780273 -990 GBM_2_AutoML_20190416_015849 city 3.45876803225775e+20 0.7392014911546162 0.19276248762339437 -991 GBM_2_AutoML_20190416_015849 exclusive_use_area 2.912707281126519e+20 0.6224983998421498 0.1623296780796894 -992 GBM_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.0844859657536039e+20 0.23177432991886115 0.06044007883780091 -993 GBM_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.0790844609505264e+20 0.23061993032696157 0.060139044627631214 -994 GBM_2_AutoML_20190416_015849 heat_fuel_gas 9.913399146167927e+19 0.2118673285665473 0.05524890545988946 -995 GBM_2_AutoML_20190416_015849 total_household_count_in_sites 7.387021372310736e+19 0.15787405118459805 0.041169011699356564 -996 GBM_2_AutoML_20190416_015849 bathroom_count 6.616611166914137e+19 0.1414089871121121 0.03687539656536449 -997 GBM_2_AutoML_20190416_015849 room_count 5.439700957417125e+19 0.11625628031878033 0.030316294087944916 -998 GBM_2_AutoML_20190416_015849 floor 3.826597772604631e+19 0.08178133812899438 0.02132622074975973 -999 GBM_2_AutoML_20190416_015849 heat_type_individual 3.31444921462843e+19 0.07083579410239567 0.01847193768863799 -1000 GBM_2_AutoML_20190416_015849 total_household_count_of_area_type 3.0238520297467675e+19 0.06462520494502916 0.01685239466835688 -1001 GBM_2_AutoML_20190416_015849 heat_fuel_cogeneration 2.8240811023891694e+19 0.060355737723901785 0.0157390404175618 -1002 GBM_2_AutoML_20190416_015849 heat_type_district 1.9338903201649787e+19 0.041330745371272716 0.010777869617999983 -1003 GBM_2_AutoML_20190416_015849 front_door_structure_stairway 1.6958245023235703e+19 0.03624284685075701 0.009451092024440104 -1004 GBM_2_AutoML_20190416_015849 heat_type_central 6.120979032805736e+18 0.013081642903420248 0.00341131620869088 -1005 GBM_2_AutoML_20190416_015849 front_door_structure_corridor 4.649649955911238e+18 0.00993714567933318 0.0025913217761943997 -1006 GBM_2_AutoML_20190416_015849 front_door_structure_mixed 2.3804693372920136e+18 0.005087494932770812 0.0013266723494841952 -1007 GBM_grid_1_AutoML_20190416_022142_model_40 supply_area 7.255391182748742e+20 1.0 0.22565957460010516 -1008 GBM_grid_1_AutoML_20190416_022142_model_40 city 5.730196855287636e+20 0.7897846871320207 0.17822247652388892 -1009 GBM_grid_1_AutoML_20190416_022142_model_40 exclusive_use_area 5.527184083866238e+20 0.7618037325138735 0.17190830620785297 -1010 GBM_grid_1_AutoML_20190416_022142_model_40 apartment_building_count_in_sites 2.0574886652469995e+20 0.28358066621399036 0.06399269250266347 -1011 GBM_grid_1_AutoML_20190416_022142_model_40 bathroom_count 1.746548536130551e+20 0.24072424106964035 0.0543217298357082 -1012 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_in_sites 1.6001382714633408e+20 0.22054472752179302 0.04976802939286391 -1013 GBM_grid_1_AutoML_20190416_022142_model_40 total_parking_capacity_in_site 1.596485781796799e+20 0.22004131019052267 0.04965442845204313 -1014 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_individual 1.191080011668348e+20 0.16416482332481228 0.03704536419577856 -1015 GBM_grid_1_AutoML_20190416_022142_model_40 room_count 1.0850687948772554e+20 0.14955345170874323 0.033748168292572364 -1016 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_of_area_type 9.170403723893644e+19 0.12639433895305682 0.028522092760008305 -1017 GBM_grid_1_AutoML_20190416_022142_model_40 floor 8.689654139374168e+19 0.11976823744577268 0.027026849512617447 -1018 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_district 7.652817313209306e+19 0.1054776664751796 0.0238020453466008 -1019 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_cogeneration 6.473486418912582e+19 0.08922312051629543 0.02013405142020114 -1020 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_gas 5.761619930039242e+19 0.07941156837606134 0.017919980738069163 -1021 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_stairway 3.5697151326677893e+19 0.049200863781894456 0.011102645990980023 -1022 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_corridor 1.0783124938366648e+19 0.014862224057616431 0.0033538031584531727 -1023 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_central 8.245341050785235e+18 0.011364433485530474 0.002564493225915997 -1024 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_mixed 4.029498184932786e+18 0.005553798662867121 0.0012532678436772274 -1025 XGBoost_grid_1_AutoML_20190416_022142_model_18 supply_area 9.892003881344429e+20 1.0 0.28743555419385614 -1026 XGBoost_grid_1_AutoML_20190416_022142_model_18 city 6.539704462714927e+20 0.6611101796116674 0.1900265708598794 -1027 XGBoost_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 6.40956239617043e+20 0.6479538901373036 0.18624498550368085 -1028 XGBoost_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 1.945623824471488e+20 0.19668652052803853 0.056534699030438014 -1029 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 1.9100274433854957e+20 0.19308802001055247 0.05550036203992753 -1030 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 1.833445139096944e+20 0.1853461807222582 0.05327508217361689 -1031 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 1.2049472282397193e+20 0.12181022598587518 0.03501258981272889 -1032 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 1.1331211473701359e+20 0.11454920165439043 0.032925513259993495 -1033 XGBoost_grid_1_AutoML_20190416_022142_model_18 floor 9.957343547297576e+19 0.10066053012854527 0.02893341526294576 -1034 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_district 7.805872850232934e+19 0.07891093598289241 0.022681808616198583 -1035 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 6.023155923087157e+19 0.060889138291245246 0.017501703209130425 -1036 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 2.8521758235021017e+19 0.028833145009992258 0.008287671015098943 -1037 XGBoost_grid_1_AutoML_20190416_022142_model_18 bathroom_count 2.4878994848338674e+19 0.02515061169280228 0.007229180010235102 -1038 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 2.338236600888905e+19 0.023637643382840176 0.006794299125583402 -1039 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.5811642411953684e+19 0.015984266283774157 0.004594446437658794 -1040 XGBoost_grid_1_AutoML_20190416_022142_model_18 room_count 1.4861277337462243e+19 0.015023525582606664 0.004318295401782121 -1041 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_central 5.001097302857744e+18 0.005055696866728324 0.0014531870307241976 -1042 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 4.304027821568688e+18 0.004351017117659809 0.0012506370165215018 -1043 DRF_1_AutoML_20190416_015849 supply_area 8.104159271771355e+20 1.0 0.19038352571033704 -1044 DRF_1_AutoML_20190416_015849 city 7.944261781751333e+20 0.9802697004515962 0.18662720171899086 -1045 DRF_1_AutoML_20190416_015849 exclusive_use_area 6.67112020352904e+20 0.8231723957802853 0.1567184629760757 -1046 DRF_1_AutoML_20190416_015849 apartment_building_count_in_sites 2.828501930781201e+20 0.34901855157678374 0.0664473823875032 -1047 DRF_1_AutoML_20190416_015849 floor 2.4945389077884253e+20 0.307809709080802 0.05860189766267623 -1048 DRF_1_AutoML_20190416_015849 total_household_count_in_sites 2.2499558007440723e+20 0.2776297608786126 0.05285613271818806 -1049 DRF_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.151912612778077e+20 0.265531875746036 0.05055289469300946 -1050 DRF_1_AutoML_20190416_015849 bathroom_count 1.9397209423661446e+20 0.23934881797333837 0.04556807184036584 -1051 DRF_1_AutoML_20190416_015849 room_count 1.8112803920558634e+20 0.22350009807494384 0.04255073666811392 -1052 DRF_1_AutoML_20190416_015849 heat_type_district 1.6939577514819322e+20 0.2090232551798896 0.03979458427659885 -1053 DRF_1_AutoML_20190416_015849 total_household_count_of_area_type 1.4974030715574393e+20 0.18476969927938577 0.03517710679324818 -1054 DRF_1_AutoML_20190416_015849 heat_fuel_gas 9.44165588129389e+19 0.11650382926433026 0.022180409774098332 -1055 DRF_1_AutoML_20190416_015849 heat_fuel_cogeneration 8.183208528308915e+19 0.10097541588074295 0.0192240556854434 -1056 DRF_1_AutoML_20190416_015849 heat_type_individual 4.053117838745089e+19 0.05001281074106018 0.00952161523956685 -1057 DRF_1_AutoML_20190416_015849 front_door_structure_corridor 3.575069534392733e+19 0.04411400880095632 0.008398580528742901 -1058 DRF_1_AutoML_20190416_015849 front_door_structure_stairway 2.625737121222099e+19 0.03239987064874383 0.006168401606666715 -1059 DRF_1_AutoML_20190416_015849 front_door_structure_mixed 2.1319750364902195e+19 0.026307170984612525 0.005008451963515211 -1060 DRF_1_AutoML_20190416_015849 heat_type_central 1.796558019320873e+19 0.022168345402325648 0.004220487756859297 -1061 XGBoost_grid_1_AutoML_20190416_022142_model_21 supply_area 9.916188211343408e+20 1.0 0.29519532238203056 -1062 XGBoost_grid_1_AutoML_20190416_022142_model_21 city 6.257665128675966e+20 0.6310555019032057 0.1862846323252709 -1063 XGBoost_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 5.80512830883778e+20 0.5854193350421818 0.1728130493364508 -1064 XGBoost_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 2.008125343050089e+20 0.20250980520447742 0.05977994723285793 -1065 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.6701140062047725e+20 0.16842298377256312 0.04971767699128527 -1066 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.4053129913879442e+20 0.14171907203015438 0.041834807155623634 -1067 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 1.3634016312385182e+20 0.13749251246349725 0.04058714654177743 -1068 XGBoost_grid_1_AutoML_20190416_022142_model_21 floor 9.142632699003929e+19 0.09219906383528917 0.027216732372179604 -1069 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 9.105788504161806e+19 0.09182750780935599 0.02710705077132127 -1070 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 8.157047188442264e+19 0.0822599068774349 0.024282739729800207 -1071 XGBoost_grid_1_AutoML_20190416_022142_model_21 room_count 5.090258130119216e+19 0.051332810769932 0.015153205624005846 -1072 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_district 5.063439282299155e+19 0.05106235555822694 0.015073368510596671 -1073 XGBoost_grid_1_AutoML_20190416_022142_model_21 bathroom_count 4.933437865282083e+19 0.04975135364654116 0.014686366878633129 -1074 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 4.928286873208278e+19 0.04969940836309129 0.014671032873938918 -1075 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.577758174074844e+19 0.0159109341255746 0.004696833328598246 -1076 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 1.349256458127645e+19 0.013606603962843227 0.004016605843336121 -1077 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 1.2707663912137392e+19 0.012815069300117493 0.0037829485133962465 -1078 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_central 1.0415298716456976e+19 0.01050332899545273 0.003100533588897198 -1079 GBM_grid_1_AutoML_20190416_022142_model_18 supply_area 3.072990110389658e+21 1.0 0.20706394340982595 -1080 GBM_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 2.4513320766508745e+21 0.7977025595894427 0.16517543765670167 -1081 GBM_grid_1_AutoML_20190416_022142_model_18 city 2.3130107694956308e+21 0.7526905998413184 0.1558550837706507 -1082 GBM_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 9.939877849070819e+20 0.3234594805712028 0.06697679558036722 -1083 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 8.38915901887787e+20 0.2729966162440437 0.056527755897030636 -1084 GBM_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 8.037211855935609e+20 0.2615436941616608 0.05415626868708695 -1085 GBM_grid_1_AutoML_20190416_022142_model_18 bathroom_count 7.038918629784761e+20 0.22905764017874497 0.04742957824355992 -1086 GBM_grid_1_AutoML_20190416_022142_model_18 floor 6.909205108892306e+20 0.22483655529943153 0.04655554376298169 -1087 GBM_grid_1_AutoML_20190416_022142_model_18 room_count 6.862105901039312e+20 0.22330387194670112 0.04623818030396674 -1088 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 4.3056354615001245e+20 0.14011224595038366 0.02901219416649386 -1089 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 4.044120227231742e+20 0.13160212307741348 0.027250054565514492 -1090 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 3.5096425232358756e+20 0.11420936602984542 0.02364864170447601 -1091 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 3.1446454766858666e+20 0.10233177991865136 0.021189221886102387 -1092 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_district 2.984411624068675e+20 0.09711751476122546 0.020109535580621327 -1093 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 1.5140380667591786e+20 0.049269213774566854 0.010201877692863529 -1094 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 1.2043096874174697e+20 0.03919015825484586 0.008114868711103528 -1095 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.1267231331885724e+20 0.03666536801986983 0.007592075688766769 -1096 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_central 1.0244504318537787e+20 0.03333725118054081 0.006902942691886655 -1097 XRT_1_AutoML_20190416_021340 supply_area 9.860220430661703e+20 1.0 0.26502373966124687 -1098 XRT_1_AutoML_20190416_021340 city 5.8192942407281856e+20 0.5901789195941598 0.15641142434007854 -1099 XRT_1_AutoML_20190416_021340 exclusive_use_area 5.5457804318900696e+20 0.5624398025265953 0.1490598997999315 -1100 XRT_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.7811268774510304e+20 0.2820552437958421 0.07475133550183878 -1101 XRT_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.145355125430021e+20 0.21757679156530274 0.05766301496413216 -1102 XRT_1_AutoML_20190416_021340 floor 1.9394063940796704e+20 0.19668996324350124 0.05212750961262588 -1103 XRT_1_AutoML_20190416_021340 total_household_count_in_sites 1.56257789872735e+20 0.15847291748856854 0.04199908522784864 -1104 XRT_1_AutoML_20190416_021340 total_household_count_of_area_type 1.2361198782229827e+20 0.12536432495759414 0.03322452222036938 -1105 XRT_1_AutoML_20190416_021340 heat_fuel_gas 1.2253840707675174e+20 0.12427552501331696 0.03293596438739408 -1106 XRT_1_AutoML_20190416_021340 heat_type_individual 1.0732930253437744e+20 0.10885081453211969 0.028848049932475153 -1107 XRT_1_AutoML_20190416_021340 bathroom_count 9.67953654137718e+19 0.09816754716027785 0.02601673046178865 -1108 XRT_1_AutoML_20190416_021340 room_count 9.568850904832226e+19 0.09704499987724996 0.025719228782894028 -1109 XRT_1_AutoML_20190416_021340 heat_fuel_cogeneration 8.0543976624824e+19 0.08168577689638812 0.021648670070215058 -1110 XRT_1_AutoML_20190416_021340 front_door_structure_stairway 4.087183787606147e+19 0.04145124154523453 0.010985563047919695 -1111 XRT_1_AutoML_20190416_021340 front_door_structure_corridor 3.458817950085651e+19 0.03507850533777099 0.009296636666343075 -1112 XRT_1_AutoML_20190416_021340 heat_type_district 3.2901405518545814e+19 0.03336781946196091 0.008843264298150213 -1113 XRT_1_AutoML_20190416_021340 front_door_structure_mixed 1.212567481536951e+19 0.012297569715239902 0.003259147914677773 -1114 XRT_1_AutoML_20190416_021340 heat_type_central 8.133815937112474e+18 0.008249121806465158 0.0021862131100705367 -1115 XGBoost_3_AutoML_20190416_021340 supply_area 8.3377835024412e+20 1.0 0.26619859842624344 -1116 XGBoost_3_AutoML_20190416_021340 city 6.222853007243834e+20 0.7463437981355427 0.19867567300780065 -1117 XGBoost_3_AutoML_20190416_021340 exclusive_use_area 5.4932909782330665e+20 0.6588430818124144 0.17538310496129156 -1118 XGBoost_3_AutoML_20190416_021340 apartment_building_count_in_sites 1.6588657383698334e+20 0.19895764118655013 0.052962245230051094 -1119 XGBoost_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.6323219443785767e+20 0.19577408599067764 0.05211478729889725 -1120 XGBoost_3_AutoML_20190416_021340 heat_fuel_cogeneration 1.4370573874176511e+20 0.17235484550503122 0.04588061830541104 -1121 XGBoost_3_AutoML_20190416_021340 total_household_count_in_sites 1.297062113391537e+20 0.15556437907170093 0.04141101967393563 -1122 XGBoost_3_AutoML_20190416_021340 bathroom_count 9.981732474420252e+19 0.11971685846121723 0.03186845993036899 -1123 XGBoost_3_AutoML_20190416_021340 heat_type_individual 8.62302285512164e+19 0.1034210453245389 0.02753053731316925 -1124 XGBoost_3_AutoML_20190416_021340 room_count 7.64843422005634e+19 0.09173222377166514 0.02441898939853979 -1125 XGBoost_3_AutoML_20190416_021340 floor 7.085224781890873e+19 0.08497731777056104 0.02262084288854486 -1126 XGBoost_3_AutoML_20190416_021340 heat_type_district 6.3245241437768385e+19 0.0758537822662953 0.02019217052461725 -1127 XGBoost_3_AutoML_20190416_021340 total_household_count_of_area_type 4.9916970281960735e+19 0.059868393401370595 0.015936882413475816 -1128 XGBoost_3_AutoML_20190416_021340 heat_fuel_gas 1.8288666187472568e+19 0.02193468585759977 0.005838982632213004 -1129 XGBoost_3_AutoML_20190416_021340 front_door_structure_stairway 1.6939858989796033e+19 0.020316981107552447 0.005408351895082928 -1130 XGBoost_3_AutoML_20190416_021340 front_door_structure_mixed 1.5969848941051118e+19 0.01915359032334594 0.005098658898905148 -1131 XGBoost_3_AutoML_20190416_021340 heat_type_central 1.492947454617505e+19 0.017905807390901772 0.004766500831148323 -1132 XGBoost_3_AutoML_20190416_021340 front_door_structure_corridor 1.1568896420714906e+19 0.013875266031227216 0.0036935763703039503 -1133 GBM_grid_1_AutoML_20190416_015849_model_8 supply_area 5.779296576168857e+21 1.0 0.23762301109248513 -1134 GBM_grid_1_AutoML_20190416_015849_model_8 exclusive_use_area 4.382943689753613e+21 0.7583870514323219 0.18021021473489973 -1135 GBM_grid_1_AutoML_20190416_015849_model_8 city 3.793231939971582e+21 0.656348379076636 0.15596347816186212 -1136 GBM_grid_1_AutoML_20190416_015849_model_8 apartment_building_count_in_sites 1.6539638516504173e+21 0.286187744451565 0.06800479357434752 -1137 GBM_grid_1_AutoML_20190416_015849_model_8 total_parking_capacity_in_site 1.437249793156419e+21 0.24868939917064847 0.05909432385771046 -1138 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_in_sites 1.19553428280605e+21 0.20686501671083635 0.049155888160526184 -1139 GBM_grid_1_AutoML_20190416_015849_model_8 floor 8.546248092317762e+20 0.14787696010546564 0.03513896853146404 -1140 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_gas 8.0250486185045e+20 0.13885857063636575 0.03299599167061177 -1141 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_cogeneration 7.748274977592354e+20 0.13406951651421822 0.03185800220982219 -1142 GBM_grid_1_AutoML_20190416_015849_model_8 room_count 7.32855778819491e+20 0.12680708961042922 0.030132282461104776 -1143 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_of_area_type 6.827010897255586e+20 0.11812875160978963 0.02807010965411446 -1144 GBM_grid_1_AutoML_20190416_015849_model_8 bathroom_count 6.614504326713458e+20 0.1144517198509696 0.027196362295700948 -1145 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_district 5.2482543446324884e+20 0.09081129987815229 0.021578854518269176 -1146 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_individual 4.557220258590155e+20 0.078854237683216 0.018737581395688294 -1147 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_corridor 2.0854276955134388e+20 0.03608445540090081 0.008574496945994539 -1148 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_stairway 1.8326548980998288e+20 0.03171069132629132 0.007535189956777694 -1149 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_central 1.0623596576390303e+20 0.018382161974862296 0.004368024678856562 -1150 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_mixed 9.150703114351804e+19 0.015833593230160686 0.00376242609976437 -1151 XGBoost_grid_1_AutoML_20190416_020809_model_1 supply_area 9.936604998779116e+20 1.0 0.26723330202346696 -1152 XGBoost_grid_1_AutoML_20190416_020809_model_1 city 7.252614432103491e+20 0.7298885719010266 0.19505053317830404 -1153 XGBoost_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 6.638427588671538e+20 0.6680780396812779 0.17853270055339268 -1154 XGBoost_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.965087115423588e+20 0.1977624264691042 0.0528487062415118 -1155 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.9485905707260183e+20 0.19610224729325926 0.052405051078400156 -1156 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 1.6926956880551058e+20 0.17034949947825065 0.04552305924361778 -1157 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.610068884563553e+20 0.16203410367639431 0.04330090856585564 -1158 XGBoost_grid_1_AutoML_20190416_020809_model_1 bathroom_count 1.073079368244265e+20 0.10799255564411701 0.028859207238730384 -1159 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 1.0565271442778646e+20 0.10632677301831735 0.02841405464718462 -1160 XGBoost_grid_1_AutoML_20190416_020809_model_1 room_count 7.641980526605946e+19 0.07690735948087798 0.02055220762398081 -1161 XGBoost_grid_1_AutoML_20190416_020809_model_1 floor 7.612403663818772e+19 0.07660970386519428 0.020472664130935826 -1162 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 7.118637620845032e+19 0.07164054142958969 0.01914473844497824 -1163 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_district 6.712478465349229e+19 0.06755303714069316 0.018052421176821334 -1164 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 3.829922695767025e+19 0.038543573949428374 0.010300126538291427 -1165 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 3.527826158575105e+19 0.03550333498220529 0.009487673440139986 -1166 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 2.034182053390241e+19 0.020471600246162302 0.005470693331486371 -1167 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_central 1.0963398665833546e+19 0.011033344554986928 0.002948477097791797 -1168 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 5.218579053564396e+18 0.00525187330502278 0.0014034754451101364 -1169 GBM_grid_1_AutoML_20190416_020809_model_9 supply_area 5.161849126606688e+21 1.0 0.31039952214470196 -1170 GBM_grid_1_AutoML_20190416_020809_model_9 city 3.194050809023051e+21 0.6187803499639993 0.19206912494135683 -1171 GBM_grid_1_AutoML_20190416_020809_model_9 exclusive_use_area 2.7288827292362306e+21 0.5286637912701163 0.16409698818545057 -1172 GBM_grid_1_AutoML_20190416_020809_model_9 apartment_building_count_in_sites 9.757618579526019e+20 0.18903339365791405 0.05867587506080785 -1173 GBM_grid_1_AutoML_20190416_020809_model_9 total_parking_capacity_in_site 8.490965703204348e+20 0.1644946509466495 0.05105906104919954 -1174 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_in_sites 5.399238225827526e+20 0.10459891588069126 0.03246745350622044 -1175 GBM_grid_1_AutoML_20190416_020809_model_9 floor 5.247033446921006e+20 0.10165026753446234 0.03155219446857822 -1176 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_gas 4.407400276423816e+20 0.08538413596216761 0.026503195001395086 -1177 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_cogeneration 4.2792376826530365e+20 0.0829012545251615 0.02573250978980644 -1178 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_of_area_type 3.6741671100293e+20 0.0711792812984566 0.02209401490164425 -1179 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_district 3.6620587602186496e+20 0.07094470741778586 0.02202120328117642 -1180 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_individual 3.303614451126465e+20 0.06400060075560954 0.01986575589151505 -1181 GBM_grid_1_AutoML_20190416_020809_model_9 bathroom_count 2.828930476433243e+20 0.05480459438172176 0.01701131990742065 -1182 GBM_grid_1_AutoML_20190416_020809_model_9 room_count 1.566226166269241e+20 0.0303423468577597 0.009418249965397408 -1183 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_stairway 1.4503402795295572e+20 0.028097300869446104 0.00872138876343199 -1184 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_corridor 5.13218822594678e+19 0.009942538226258839 0.0030861591143361757 -1185 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_central 4.594623357182909e+19 0.008901119045692326 0.002762903098336003 -1186 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_mixed 4.096028259139977e+19 0.007935195622101874 0.0024630809292251524 -1187 XGBoost_3_AutoML_20190416_022142 supply_area 9.343426040233963e+20 1.0 0.30631707650558293 -1188 XGBoost_3_AutoML_20190416_022142 city 6.131125941833365e+20 0.6561967650230193 0.2010042746742722 -1189 XGBoost_3_AutoML_20190416_022142 exclusive_use_area 4.944941131853736e+20 0.5292428184865167 0.16211611292036465 -1190 XGBoost_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.755396877945311e+20 0.187875076057364 0.057549344046155776 -1191 XGBoost_3_AutoML_20190416_022142 heat_fuel_cogeneration 1.4261622827175536e+20 0.1526380448217089 0.046755639653313995 -1192 XGBoost_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.4002265626369222e+20 0.14986221934088964 0.04590535690713975 -1193 XGBoost_3_AutoML_20190416_022142 room_count 8.698132693438274e+19 0.09309361101573475 0.0285161627676878 -1194 XGBoost_3_AutoML_20190416_022142 heat_type_individual 7.436779990928065e+19 0.0795937160406082 0.02438091440577463 -1195 XGBoost_3_AutoML_20190416_022142 total_household_count_in_sites 7.193606721673311e+19 0.07699110252167395 0.023583689441380777 -1196 XGBoost_3_AutoML_20190416_022142 floor 6.644806603292174e+19 0.07111745279171477 0.021784490227681877 -1197 XGBoost_3_AutoML_20190416_022142 bathroom_count 6.327441807832305e+19 0.06772078871910098 0.02074403401908727 -1198 XGBoost_3_AutoML_20190416_022142 heat_fuel_gas 4.9812798152298725e+19 0.053313204319056604 0.016330744886158235 -1199 XGBoost_3_AutoML_20190416_022142 total_household_count_of_area_type 4.5199071440290185e+19 0.04837526539585942 0.014818169871241349 -1200 XGBoost_3_AutoML_20190416_022142 heat_type_district 4.380590664501428e+19 0.04688420120882914 0.014361431448588058 -1201 XGBoost_3_AutoML_20190416_022142 front_door_structure_stairway 2.1839309191444955e+19 0.023373984122528668 0.007159850482700895 -1202 XGBoost_3_AutoML_20190416_022142 front_door_structure_mixed 1.4788885491889471e+19 0.01582811853832489 0.004848422997243501 -1203 XGBoost_3_AutoML_20190416_022142 heat_type_central 6.117621124294509e+18 0.006547513832668301 0.0020056152956028184 -1204 XGBoost_3_AutoML_20190416_022142 front_door_structure_corridor 5.547390204874064e+18 0.005937212090068789 0.0018186694500234733 -1205 DRF_1_AutoML_20190416_022142 city 6.907008196699079e+20 1.0 0.18703113875544292 -1206 DRF_1_AutoML_20190416_022142 supply_area 6.894123679640149e+20 0.9981345733649067 0.1866822458876167 -1207 DRF_1_AutoML_20190416_022142 exclusive_use_area 6.538627117241566e+20 0.9466656084708911 0.17705594677292505 -1208 DRF_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.8671213531170655e+20 0.41510322146241097 0.07763722821116753 -1209 DRF_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.930921506828588e+20 0.27955975320130544 0.05228637899143073 -1210 DRF_1_AutoML_20190416_022142 floor 1.8870745664096253e+20 0.2732115718802064 0.05109907140991955 -1211 DRF_1_AutoML_20190416_022142 total_household_count_in_sites 1.8712062386757016e+20 0.27091414768697797 0.05066938154685573 -1212 DRF_1_AutoML_20190416_022142 room_count 1.7962591280799783e+20 0.2600632686288727 0.04863992928012072 -1213 DRF_1_AutoML_20190416_022142 total_household_count_of_area_type 1.3600847125207738e+20 0.1969137249859889 0.03682899822070562 -1214 DRF_1_AutoML_20190416_022142 bathroom_count 1.174380189261035e+20 0.17002733395079533 0.03180040588836923 -1215 DRF_1_AutoML_20190416_022142 heat_fuel_gas 1.0129650213509608e+20 0.14665756757536003 0.027429531870722907 -1216 DRF_1_AutoML_20190416_022142 heat_type_district 1.0004770321654717e+20 0.14484955043829376 0.02709137636668805 -1217 DRF_1_AutoML_20190416_022142 heat_type_individual 5.821088995548437e+19 0.08427800908547332 0.01576261201129764 -1218 DRF_1_AutoML_20190416_022142 heat_fuel_cogeneration 4.5106725657696535e+19 0.06530573639575735 0.01221420624536127 -1219 DRF_1_AutoML_20190416_022142 front_door_structure_corridor 2.1063397029862965e+19 0.030495688480476034 0.005703643343634675 -1220 DRF_1_AutoML_20190416_022142 front_door_structure_stairway 1.9367923711553307e+19 0.028040973978877583 0.005244535295081218 -1221 DRF_1_AutoML_20190416_022142 heat_type_central 1.4095186013739549e+19 0.020407078741380043 0.0038167591756723004 -1222 DRF_1_AutoML_20190416_022142 front_door_structure_mixed 1.1103330212165714e+19 0.01607545538670722 0.0030066107269881705 -1223 XGBoost_3_AutoML_20190416_015849 supply_area 7.189425410894274e+20 1.0 0.23538451872135874 -1224 XGBoost_3_AutoML_20190416_015849 exclusive_use_area 6.47428193756551e+20 0.9005284243932633 0.21197044977071178 -1225 XGBoost_3_AutoML_20190416_015849 city 5.821097439797738e+20 0.8096749193582171 0.1905849412138889 -1226 XGBoost_3_AutoML_20190416_015849 apartment_building_count_in_sites 1.942425916892334e+20 0.27017818613834405 0.0635957623131838 -1227 XGBoost_3_AutoML_20190416_015849 heat_fuel_cogeneration 1.4375684404222414e+20 0.19995595729303572 0.04706653677288978 -1228 XGBoost_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.3955547817109671e+20 0.1941121441494137 0.045690993628580756 -1229 XGBoost_3_AutoML_20190416_015849 total_household_count_in_sites 1.1722167022212927e+20 0.16304734178687078 0.03837882007529946 -1230 XGBoost_3_AutoML_20190416_015849 heat_type_individual 1.0065613776698632e+20 0.14000581689666067 0.03295520182841115 -1231 XGBoost_3_AutoML_20190416_015849 bathroom_count 8.239188623520852e+19 0.11460148972455922 0.02697541650356611 -1232 XGBoost_3_AutoML_20190416_015849 room_count 7.511650575514495e+19 0.10448193209059442 0.024593429300222257 -1233 XGBoost_3_AutoML_20190416_015849 floor 7.289777045513018e+19 0.10139582273802686 0.023867006935546657 -1234 XGBoost_3_AutoML_20190416_015849 total_household_count_of_area_type 4.758216613647142e+19 0.06618354516116023 0.015578581925033015 -1235 XGBoost_3_AutoML_20190416_015849 heat_type_district 3.993024250631317e+19 0.055540241708059324 0.01307331306411948 -1236 XGBoost_3_AutoML_20190416_015849 heat_fuel_gas 2.8084708960049824e+19 0.03906391311535484 0.009195040388030774 -1237 XGBoost_3_AutoML_20190416_015849 front_door_structure_stairway 2.4306268037523177e+19 0.03380835970659272 0.007957964478294903 -1238 XGBoost_3_AutoML_20190416_015849 heat_type_central 1.6046617942414066e+19 0.02231975022384726 0.0052537236644212264 -1239 XGBoost_3_AutoML_20190416_015849 front_door_structure_corridor 1.534276007633512e+19 0.02134073197711453 0.0050232779255946144 -1240 XGBoost_3_AutoML_20190416_015849 front_door_structure_mixed 8.720184388693787e+18 0.012129181249283043 0.002855021490846618 -1241 GBM_grid_1_AutoML_20190416_022142_model_34 city 3.9895869134000987e+20 1.0 0.19327837501244322 -1242 GBM_grid_1_AutoML_20190416_022142_model_34 exclusive_use_area 3.768389099264588e+20 0.944556211222631 0.18256228961302018 -1243 GBM_grid_1_AutoML_20190416_022142_model_34 supply_area 2.9804530303649605e+20 0.7470580526405651 0.14439016645432867 -1244 GBM_grid_1_AutoML_20190416_022142_model_34 room_count 1.8994343085588506e+20 0.4760979895384885 0.09201944576469023 -1245 GBM_grid_1_AutoML_20190416_022142_model_34 apartment_building_count_in_sites 1.5208611961165054e+20 0.381207686191341 0.07367920212931577 -1246 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_in_sites 1.0364171645667718e+20 0.2597805705361842 0.05020996653303907 -1247 GBM_grid_1_AutoML_20190416_022142_model_34 total_parking_capacity_in_site 9.139439717236867e+19 0.22908235653519932 0.04427666561514447 -1248 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_district 7.707526372979533e+19 0.19319108820744665 0.037339659595620876 -1249 GBM_grid_1_AutoML_20190416_022142_model_34 bathroom_count 7.038451997049933e+19 0.17642057059615376 0.03409828120359262 -1250 GBM_grid_1_AutoML_20190416_022142_model_34 floor 6.524578525232077e+19 0.16354020270413283 0.03160878462786036 -1251 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_of_area_type 5.372384017713516e+19 0.1346601574130124 0.026026896403706846 -1252 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_gas 4.528168434595476e+19 0.1134996813676726 0.02193703397917384 -1253 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_individual 4.111756553072987e+19 0.10306221276349561 0.019919697008115116 -1254 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_corridor 3.4866811140497736e+19 0.08739453957849168 0.016891474594691525 -1255 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_cogeneration 2.9559809361827594e+19 0.07409240606475583 0.014320459844958099 -1256 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_stairway 1.7376999524232331e+19 0.04355588661539623 0.008418410987250009 -1257 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_central 1.0127109022235492e+19 0.025383853622090242 0.0049061499796313225 -1258 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_mixed 8.498256212964409e+18 0.021301093064098275 0.00411704065341774 -1259 XGBoost_grid_1_AutoML_20190416_022142_model_12 supply_area 6.338901621704428e+20 1.0 0.27969038090802445 -1260 XGBoost_grid_1_AutoML_20190416_022142_model_12 city 4.91786288725045e+20 0.7758225605539713 0.2169901074783791 -1261 XGBoost_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4533447331848546e+20 0.7025420173641096 0.19649424444045974 -1262 XGBoost_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 1.4415544779361852e+20 0.22741392183786163 0.06360548642261922 -1263 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 1.0960470226564127e+20 0.1729080348720893 0.048360714135432636 -1264 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 9.521712642326213e+19 0.15021076537493225 0.04201250618420069 -1265 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 7.912573856638829e+19 0.12482562956248035 0.03491252787941409 -1266 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 5.968109093344877e+19 0.0941505240105012 0.02633299592318718 -1267 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 4.928988361626799e+19 0.07775776713034827 0.021748099507244573 -1268 XGBoost_grid_1_AutoML_20190416_022142_model_12 floor 4.649545282404273e+19 0.07334938385041676 0.020515117108491958 -1269 XGBoost_grid_1_AutoML_20190416_022142_model_12 room_count 2.619830764660012e+19 0.041329411955056995 0.011559438972414552 -1270 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_district 2.604518086122301e+19 0.041087845206564166 0.011491875076513879 -1271 XGBoost_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.5431835911347765e+19 0.024344652799956838 0.006808965214693532 -1272 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.2569823636921254e+19 0.019829655651827944 0.0055461639425347185 -1273 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 1.2484096914326815e+19 0.01969441657144703 0.00550833887262933 -1274 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 1.2315206430742282e+19 0.019427981637347012 0.00543381958442369 -1275 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 4.0105398556908585e+18 0.0063268687464067145 0.0017695643296375691 -1276 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_central 2.7642233595195556e+18 0.004360729231157086 0.0012196540196990821 -1277 XRT_1_AutoML_20190416_022142 supply_area 1.031970088633162e+21 1.0 0.2345458123006512 -1278 XRT_1_AutoML_20190416_022142 exclusive_use_area 7.63839770199614e+20 0.7401762692669853 0.17360524432089058 -1279 XRT_1_AutoML_20190416_022142 city 7.005793247150568e+20 0.6788756112524247 0.15922743169230105 -1280 XRT_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.7749762973661816e+20 0.26890084586091256 0.06306956732077994 -1281 XRT_1_AutoML_20190416_022142 floor 2.384029896791357e+20 0.23101734469348717 0.05418415076667348 -1282 XRT_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.362810026062722e+20 0.22896109607132598 0.05370186626329659 -1283 XRT_1_AutoML_20190416_022142 total_household_count_in_sites 2.1958524399393545e+20 0.2127825664838549 0.04990725989937307 -1284 XRT_1_AutoML_20190416_022142 room_count 1.9452716289068787e+20 0.18850077636294468 0.04421206771135025 -1285 XRT_1_AutoML_20190416_022142 total_household_count_of_area_type 1.526256015888886e+20 0.1478973114337454 0.0346886950473102 -1286 XRT_1_AutoML_20190416_022142 heat_fuel_cogeneration 1.437955644437079e+20 0.1393408258897932 0.032681807194965155 -1287 XRT_1_AutoML_20190416_022142 bathroom_count 1.0739049695353294e+20 0.10406357522994779 0.02440767578321803 -1288 XRT_1_AutoML_20190416_022142 heat_fuel_gas 1.0064608383266193e+20 0.09752810177470071 0.022874807852887757 -1289 XRT_1_AutoML_20190416_022142 heat_type_district 8.337219321034755e+19 0.08078935051380559 0.018948803841502566 -1290 XRT_1_AutoML_20190416_022142 heat_type_individual 4.260708272897104e+19 0.041287129538225144 0.009683723335105227 -1291 XRT_1_AutoML_20190416_022142 front_door_structure_stairway 3.8776287460776215e+19 0.03757501102782462 0.008813061483727052 -1292 XRT_1_AutoML_20190416_022142 front_door_structure_mixed 3.02973881500188e+19 0.029358785185477135 0.006885980119488059 -1293 XRT_1_AutoML_20190416_022142 front_door_structure_corridor 2.27317300031526e+19 0.02202750860081675 0.005166459897738146 -1294 XRT_1_AutoML_20190416_022142 heat_type_central 1.494011891824355e+19 0.014477279024658209 0.0033955851687416387 -1295 GBM_grid_1_AutoML_20190416_021340_model_14 exclusive_use_area 7.65498924449835e+20 1.0 0.20264853791401577 -1296 GBM_grid_1_AutoML_20190416_021340_model_14 supply_area 6.75052992395865e+20 0.8818470814717687 0.17870502172399588 -1297 GBM_grid_1_AutoML_20190416_021340_model_14 city 6.54089017605432e+20 0.8544610537180396 0.17315528324043 -1298 GBM_grid_1_AutoML_20190416_021340_model_14 apartment_building_count_in_sites 2.7845066882338836e+20 0.36375056832837643 0.07371352083713777 -1299 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_in_sites 1.9984239561340355e+20 0.26106162821460593 0.05290375726314226 -1300 GBM_grid_1_AutoML_20190416_021340_model_14 bathroom_count 1.819686994079048e+20 0.23771254745875173 0.04817210018633212 -1301 GBM_grid_1_AutoML_20190416_021340_model_14 total_parking_capacity_in_site 1.6458390764476642e+20 0.21500214094102493 0.04356986951008185 -1302 GBM_grid_1_AutoML_20190416_021340_model_14 room_count 1.470508489376457e+20 0.1920980477449153 0.038928388511643874 -1303 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_district 1.2541370914822318e+20 0.16383263926642114 0.03320044480993461 -1304 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_individual 1.2219295811549056e+20 0.15962525120895601 0.03234782377165241 -1305 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_cogeneration 1.1697978646011157e+20 0.15281508924938736 0.03096775440758818 -1306 GBM_grid_1_AutoML_20190416_021340_model_14 floor 1.1015358726632007e+20 0.14389776882506738 0.029160672461488943 -1307 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_of_area_type 1.0095728080769463e+20 0.131884288250637 0.026726158187822195 -1308 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_gas 6.789740707628397e+19 0.08869693334328578 0.017974303859473777 -1309 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_stairway 3.137398595547195e+19 0.04098501637741748 0.008305553645265642 -1310 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_corridor 1.5780108418469069e+19 0.020614148386701198 0.004177427030907565 -1311 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_central 1.4619032935630635e+19 0.019097391869149067 0.003870058540254071 -1312 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_mixed 5.565438688244007e+18 0.007270341617062225 0.0014733240988330809 -1313 XGBoost_grid_1_AutoML_20190416_021340_model_12 supply_area 8.449281370215825e+20 1.0 0.2766229284564075 -1314 XGBoost_grid_1_AutoML_20190416_021340_model_12 city 7.002564025480255e+20 0.8287762850654581 0.22925852301002939 -1315 XGBoost_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 6.122282701752558e+20 0.7245921201457365 0.20043879421115068 -1316 XGBoost_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 1.756448890670767e+20 0.20788145331061464 0.05750477638655617 -1317 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 1.4995802805022962e+20 0.17748021574809877 0.0490950970233141 -1318 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_district 1.1544001278438801e+20 0.13662701918215236 0.03779416615243675 -1319 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 1.1098303245003522e+20 0.13135203763157471 0.03633498530836244 -1320 XGBoost_grid_1_AutoML_20190416_021340_model_12 floor 7.086515608541882e+19 0.08387122286544077 0.02320070328225823 -1321 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 5.816776271139648e+19 0.06884344379445216 0.019043675027445448 -1322 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 5.198342761957504e+19 0.06152408156606009 0.01701897161339442 -1323 XGBoost_grid_1_AutoML_20190416_021340_model_12 bathroom_count 5.118968137939052e+19 0.060584657009810236 0.016759105241580724 -1324 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 3.1641283829254062e+19 0.0374484911116717 0.010359111277584373 -1325 XGBoost_grid_1_AutoML_20190416_021340_model_12 room_count 2.70076449616665e+19 0.03196442842685996 0.00884209379787324 -1326 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.968197501877171e+19 0.02329425918771239 0.006443726192727577 -1327 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 1.621753482592859e+19 0.0191939812575023 0.0053094953041876855 -1328 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 1.319639902970708e+19 0.015618368535133771 0.004320398841900115 -1329 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_central 5.050360371584434e+18 0.005977266172466724 0.0016534488727911673 -1330 GBM_grid_1_AutoML_20190416_022142_model_20 supply_area 1.6819621675838262e+20 1.0 0.2991790988893515 -1331 GBM_grid_1_AutoML_20190416_022142_model_20 city 1.1309807060941118e+20 0.6724174466532675 0.2011732457672032 -1332 GBM_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 8.156116561800515e+19 0.4849167667972548 0.1450769613267405 -1333 GBM_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 3.701067409670747e+19 0.22004462888647533 0.06583275378569746 -1334 GBM_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 3.0300699879041663e+19 0.18015090031762873 0.05389738402113356 -1335 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_district 2.904752930226071e+19 0.17270025368042669 0.05166830627407247 -1336 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 2.618917510301981e+19 0.15570608904147415 0.046584007411013366 -1337 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 1.8931648492768068e+19 0.11255692225208475 0.033674678573137516 -1338 GBM_grid_1_AutoML_20190416_022142_model_20 floor 1.7687705017567412e+19 0.10516113476545176 0.03146201353730952 -1339 GBM_grid_1_AutoML_20190416_022142_model_20 bathroom_count 1.129794706881695e+19 0.06717123183006361 0.020096228610206157 -1340 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 9.82818039794552e+18 0.058432826774361436 0.017481880459911028 -1341 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 7.08418200506309e+18 0.042118557370643274 0.01260099204066851 -1342 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 3.570898482057183e+18 0.021230551738193097 0.0063517373379563665 -1343 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 3.0000391917414646e+18 0.01783654382697016 0.0053363211094533585 -1344 GBM_grid_1_AutoML_20190416_022142_model_20 room_count 2.474509467304067e+18 0.014712039991117943 0.00440153486736677 -1345 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.908413261359874e+18 0.01134635069765778 0.00339459097740782 -1346 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_central 6.535104040093614e+17 0.0038854048955699327 0.0011624319354768874 -1347 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 3.518386012873032e+17 0.0020918342164183553 0.0006258330758939563 -1348 XGBoost_grid_1_AutoML_20190416_022142_model_8 supply_area 8.495716297123782e+20 1.0 0.2969625084116821 -1349 XGBoost_grid_1_AutoML_20190416_022142_model_8 city 7.310119769845478e+20 0.8604477261464479 0.25552071511357727 -1350 XGBoost_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 5.153091877131266e+20 0.6065517840886285 0.1801231392845401 -1351 XGBoost_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.574594065483128e+20 0.1853397654081511 0.05503896164403725 -1352 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2567563920623849e+20 0.14792824384776818 0.043929142357968215 -1353 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 8.830277278520207e+19 0.10393799615824849 0.030865688058437247 -1354 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.373431076788581e+19 0.09856062495428902 0.029268810417048693 -1355 XGBoost_grid_1_AutoML_20190416_022142_model_8 bathroom_count 6.221623049556538e+19 0.07323247189484028 0.021747298551079774 -1356 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 5.263508177307881e+19 0.06195484869345081 0.018398267276273375 -1357 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_district 4.87952265290711e+19 0.057435094137489845 0.01705606962593008 -1358 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.641796364256359e+19 0.05463690408103477 0.01622511208775255 -1359 XGBoost_grid_1_AutoML_20190416_022142_model_8 floor 4.322693900619953e+19 0.05088086453738336 0.015109709163176362 -1360 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_central 1.8099362171006747e+19 0.021304103783614185 0.006326520099044876 -1361 XGBoost_grid_1_AutoML_20190416_022142_model_8 room_count 1.632507256068322e+19 0.019215651735228097 0.005706328140058626 -1362 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 9.235728348527722e+18 0.01087104138782797 0.003228291719576608 -1363 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 9.111644613042504e+18 0.010724986916202986 0.0031849190173181092 -1364 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 3.7435050400656916e+18 0.004406344220007738 0.0013085190324988146 -1365 XGBoost_3_AutoML_20190416_020809 supply_area 8.28011490921272e+20 1.0 0.2693616527510137 -1366 XGBoost_3_AutoML_20190416_020809 city 5.786949599310643e+20 0.6988972571952955 0.1882561203012751 -1367 XGBoost_3_AutoML_20190416_020809 exclusive_use_area 5.528853934165574e+20 0.6677267157263717 0.17985997173406176 -1368 XGBoost_3_AutoML_20190416_020809 apartment_building_count_in_sites 1.6580531552964418e+20 0.20024518662798252 0.05393837442554856 -1369 XGBoost_3_AutoML_20190416_020809 total_parking_capacity_in_site 1.4269337880365315e+20 0.17233260693627322 0.04641979582724536 -1370 XGBoost_3_AutoML_20190416_020809 heat_fuel_cogeneration 1.1569833644426422e+20 0.1397303512243949 0.03763799834528264 -1371 XGBoost_3_AutoML_20190416_020809 room_count 1.0444717469472077e+20 0.1261421801991051 0.033977866140047136 -1372 XGBoost_3_AutoML_20190416_020809 bathroom_count 1.0057123787713597e+20 0.12146116204889523 0.03271697935454912 -1373 XGBoost_3_AutoML_20190416_020809 total_household_count_in_sites 1.0006645648687052e+20 0.1208515311490827 0.03255276816780753 -1374 XGBoost_3_AutoML_20190416_020809 heat_type_district 8.756043531068585e+19 0.10574785044741747 0.028484415771383394 -1375 XGBoost_3_AutoML_20190416_020809 floor 7.668573754639988e+19 0.0926143397612476 0.024946751626533578 -1376 XGBoost_3_AutoML_20190416_020809 heat_type_individual 6.510214945131463e+19 0.07862469321395515 0.02117847731115237 -1377 XGBoost_3_AutoML_20190416_020809 heat_fuel_gas 5.770909483879996e+19 0.06969600720708716 0.01877343169144756 -1378 XGBoost_3_AutoML_20190416_020809 total_household_count_of_area_type 4.5264641915724235e+19 0.05466668326711426 0.014725108155246082 -1379 XGBoost_3_AutoML_20190416_020809 front_door_structure_stairway 2.2444238498814755e+19 0.027106192057603666 0.007301368692422524 -1380 XGBoost_3_AutoML_20190416_020809 front_door_structure_corridor 1.1824823145242558e+19 0.014280989182995373 0.0038467508492509824 -1381 XGBoost_3_AutoML_20190416_020809 front_door_structure_mixed 1.1634848426683793e+19 0.014051554301183053 0.0037849498902872824 -1382 XGBoost_3_AutoML_20190416_020809 heat_type_central 6.877159358715658e+18 0.008305632752830411 0.0022372189654453513 -1383 XGBoost_grid_1_AutoML_20190416_022142_model_4 supply_area 1.2621511062816492e+21 1.0 0.2751538337195414 -1384 XGBoost_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 8.487698482412179e+20 0.6724787895973326 0.18503511705278292 -1385 XGBoost_grid_1_AutoML_20190416_022142_model_4 city 8.298262304648698e+20 0.6574697960766149 0.18090533494528568 -1386 XGBoost_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 2.9426458392587665e+20 0.2331452885960641 0.06415081997085591 -1387 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 2.9254690047268592e+20 0.23178437115548037 0.0637763583197035 -1388 XGBoost_grid_1_AutoML_20190416_022142_model_4 floor 2.5173807780703555e+20 0.19945161601820136 0.05487987678896599 -1389 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_district 1.9058800855255246e+20 0.15100252862276756 0.04154892465189927 -1390 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 1.627776651270281e+20 0.12896844467900362 0.03548616198227443 -1391 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.2690779591678938e+20 0.10054881328010332 0.02766639144997076 -1392 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 1.1953000252566825e+20 0.09470340114648294 0.02605800389173439 -1393 XGBoost_grid_1_AutoML_20190416_022142_model_4 bathroom_count 5.37539184172246e+19 0.042589130691004125 0.011718562584412366 -1394 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 3.5016689968526393e+19 0.02774365905496613 0.0076337741503817984 -1395 XGBoost_grid_1_AutoML_20190416_022142_model_4 room_count 2.954546513313163e+19 0.023408817681247234 0.006441025927836962 -1396 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 2.47664202508172e+19 0.019622389211209526 0.005399175618201268 -1397 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 2.2411642377097708e+19 0.017756703033065 0.004885824913767244 -1398 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.6351073811656868e+19 0.012954925706025664 0.0035645974735647977 -1399 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 1.3163683061222605e+19 0.01042956187710628 0.002869733934500969 -1400 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_central 1.2965286083595076e+19 0.010272372316648645 0.0028264826243203614 -1401 XGBoost_grid_1_AutoML_20190416_021340_model_4 supply_area 5.974870738011978e+20 1.0 0.2504935394855415 -1402 XGBoost_grid_1_AutoML_20190416_021340_model_4 city 4.719177089908537e+20 0.7898375206488151 0.19784919616580612 -1403 XGBoost_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 3.791151628787458e+20 0.6345160916483508 0.1589421816575276 -1404 XGBoost_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 1.3955051717463219e+20 0.23356240376350784 0.05850587320947223 -1405 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 1.2662685750175308e+20 0.21193237988590477 0.05308769196921466 -1406 XGBoost_grid_1_AutoML_20190416_021340_model_4 bathroom_count 9.849286183347657e+19 0.1648451759916201 0.041292651601257925 -1407 XGBoost_grid_1_AutoML_20190416_021340_model_4 room_count 8.332246010039999e+19 0.13945483300635206 0.03493253471812624 -1408 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 8.099554165230508e+19 0.135560324572402 0.03395698551594979 -1409 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 7.15585213120339e+19 0.11976580657516216 0.0300005607983531 -1410 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 6.764091300375639e+19 0.11320899810171053 0.028358122636109415 -1411 XGBoost_grid_1_AutoML_20190416_021340_model_4 floor 6.6385860063068684e+19 0.11110844564506392 0.027831947816368954 -1412 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_district 6.286731730106922e+19 0.10521954374863529 0.02635681593664943 -1413 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 5.260035039978062e+19 0.08803596379941495 0.022052440174136444 -1414 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 4.1147129199377514e+19 0.06886697805460544 0.017250733086571227 -1415 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 2.712240099025748e+19 0.045394121780251144 0.011370934236572818 -1416 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 9.468408098709307e+18 0.015847050947013015 0.003969583882124992 -1417 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_central 5.358026265024528e+18 0.008967601978293688 0.0022463263602403296 -1418 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 3.582345222736052e+18 0.005995686567652855 0.0015018807499772812 -1419 GBM_grid_1_AutoML_20190416_015849_model_11 supply_area 7.250339410604227e+20 1.0 0.22929535214592975 -1420 GBM_grid_1_AutoML_20190416_015849_model_11 city 6.507494577442484e+20 0.8975434402318779 0.2058025391942377 -1421 GBM_grid_1_AutoML_20190416_015849_model_11 exclusive_use_area 3.6456888792605996e+20 0.5028300983990452 0.11529660448198159 -1422 GBM_grid_1_AutoML_20190416_015849_model_11 room_count 2.5428357916673232e+20 0.3507195522389219 0.08041836323508639 -1423 GBM_grid_1_AutoML_20190416_015849_model_11 total_parking_capacity_in_site 2.141653729486276e+20 0.29538668580865723 0.06773079414171516 -1424 GBM_grid_1_AutoML_20190416_015849_model_11 apartment_building_count_in_sites 1.5889482337642086e+20 0.21915501382462718 0.050251226069463986 -1425 GBM_grid_1_AutoML_20190416_015849_model_11 bathroom_count 1.5658845260162584e+20 0.2159739616777142 0.04952182559724302 -1426 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_in_sites 1.1984002082423597e+20 0.16528884240779118 0.03789996332568756 -1427 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_individual 9.47844378114067e+19 0.13073103539508307 0.02997601879731758 -1428 GBM_grid_1_AutoML_20190416_015849_model_11 floor 8.186427898355044e+19 0.11291096091834968 0.0258899585449083 -1429 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_gas 7.837225644201293e+19 0.10809460358143641 0.02478559019328014 -1430 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_cogeneration 7.42396496300401e+19 0.10239472309594004 0.023478634090168538 -1431 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_district 6.916833696487676e+19 0.09540013652838417 0.02187480790004562 -1432 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_of_area_type 3.989291628557343e+19 0.055022136242651905 0.012616320105580192 -1433 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_stairway 3.870596269706366e+19 0.05338503552047916 0.012240940518991238 -1434 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_corridor 2.6205634792087618e+19 0.036144011070377874 0.008287653746348678 -1435 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_central 1.1035133003452908e+19 0.015220160572501066 0.0034899120781892276 -1436 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_mixed 3.615743987941376e+18 0.004986999619153068 0.0011434958338253202 -1437 GBM_grid_1_AutoML_20190416_015849_model_6 city 3.13386568876529e+20 1.0 0.1722129584283133 -1438 GBM_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 2.6401988657208413e+20 0.8424735224568771 0.14508485769982085 -1439 GBM_grid_1_AutoML_20190416_015849_model_6 supply_area 2.5835020648494557e+20 0.8243818725579551 0.1419692411478782 -1440 GBM_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 2.038479956382287e+20 0.6504681945017965 0.11201905213867788 -1441 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.3700349409084257e+20 0.43717091827512394 0.07528649717498147 -1442 GBM_grid_1_AutoML_20190416_015849_model_6 bathroom_count 1.1405957153766873e+20 0.3639580724424951 0.06267829639918845 -1443 GBM_grid_1_AutoML_20190416_015849_model_6 room_count 9.973965524281642e+19 0.3182639753847038 0.054809180762155726 -1444 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 7.9341093311851e+19 0.25317324094738264 0.04359971281843295 -1445 GBM_grid_1_AutoML_20190416_015849_model_6 floor 6.44932882903639e+19 0.2057946788261164 0.03544051046945007 -1446 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 6.350695159345814e+19 0.20264733048747602 0.03489849630084837 -1447 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 6.120100303112818e+19 0.19528917033850524 0.033631325773004796 -1448 GBM_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 6.0147604921021104e+19 0.19192783256999957 0.03305245985161361 -1449 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 4.762394757832691e+19 0.15196550301774495 0.026170428853732632 -1450 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.9031822798151483e+19 0.06072954200423892 0.010458414092546504 -1451 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.3096180743858553e+19 0.04178922150622961 0.007196645466003895 -1452 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_district 1.2248977347843195e+19 0.03908584018694548 0.006731088171250139 -1453 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_central 4.5371440778665e+18 0.014477787271266519 0.0024932625774805846 -1454 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 4.1264407507642614e+18 0.013167254632377163 0.0022675718746205838 -1455 GBM_grid_1_AutoML_20190416_020809_model_1 supply_area 6.618927705972466e+20 1.0 0.30478842669730877 -1456 GBM_grid_1_AutoML_20190416_020809_model_1 city 4.3800964999954406e+20 0.6617531864025561 0.20169471254556598 -1457 GBM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 2.824971003120226e+20 0.426801912426263 0.13008428339980324 -1458 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.1627837720642768e+20 0.1756755510435717 0.05354387481175297 -1459 GBM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.1524839869399224e+20 0.17411944020781492 0.05306959023835603 -1460 GBM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.0962663972163866e+20 0.1656259814149641 0.0504808822956646 -1461 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 8.450987988183994e+19 0.127679110025003 0.038915115066633255 -1462 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 7.423613119283121e+19 0.11215733800181202 0.03418425859213056 -1463 GBM_grid_1_AutoML_20190416_020809_model_1 room_count 6.925587128458727e+19 0.10463306801507369 0.03189094818082681 -1464 GBM_grid_1_AutoML_20190416_020809_model_1 floor 5.113443311911803e+19 0.07725485968516899 0.023546387138164003 -1465 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 4.3680865784657084e+19 0.06599387049543157 0.02011416795996853 -1466 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 3.990330007338615e+19 0.06028665343690059 0.01837467425187883 -1467 GBM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 2.323173071686048e+19 0.03509893407038993 0.010697748894066713 -1468 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 1.9975414881015824e+19 0.03017923109054565 0.009198280363021914 -1469 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 1.9898132407722705e+19 0.030062471281818045 0.009162693324618349 -1470 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 1.6666805172642513e+19 0.025180521548231343 0.007674731546103112 -1471 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 3.946716504233345e+18 0.00596277324599285 0.0018173842763989656 -1472 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 1.654448203015127e+18 0.0024995713452531996 0.0007618404177373982 -1473 XGBoost_grid_1_AutoML_20190416_022142_model_17 supply_area 8.151869280323811e+20 1.0 0.302734832980139 -1474 XGBoost_grid_1_AutoML_20190416_022142_model_17 city 6.275493050013377e+20 0.7698225810809493 0.23305211050788066 -1475 XGBoost_grid_1_AutoML_20190416_022142_model_17 exclusive_use_area 4.9336518742253135e+20 0.6052172458326438 0.18322034183384514 -1476 XGBoost_grid_1_AutoML_20190416_022142_model_17 apartment_building_count_in_sites 1.6876898315161672e+20 0.20703102239258775 0.06267550198572747 -1477 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_cogeneration 1.312959468232434e+20 0.16106238006067244 0.048759192727051336 -1478 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_parking_capacity_in_site 9.696870122286744e+19 0.11895271855857778 0.03601113138536452 -1479 XGBoost_grid_1_AutoML_20190416_022142_model_17 bathroom_count 7.080279618393788e+19 0.08685467559549166 0.026293935709945322 -1480 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_individual 6.640892341897291e+19 0.08146465692140613 0.024662189306886205 -1481 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_in_sites 6.377099271379878e+19 0.07822867433328819 0.023682544658545683 -1482 XGBoost_grid_1_AutoML_20190416_022142_model_17 floor 4.067378944361995e+19 0.049895046209578436 0.015104968480793044 -1483 XGBoost_grid_1_AutoML_20190416_022142_model_17 room_count 2.9052430925097337e+19 0.03563898036886002 0.01078916076954929 -1484 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_of_area_type 2.8737112980483736e+19 0.035252175902582956 0.010672061584054933 -1485 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_stairway 1.738404519474312e+19 0.021325225659227676 0.006455888628210065 -1486 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_district 1.466189849595111e+19 0.017985934258465813 0.005444968803728408 -1487 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_gas 1.3499810362903495e+19 0.01656038621164844 0.0050134057538699876 -1488 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_corridor 6.315300670584914e+18 0.0077470583168306835 0.0023453044056331333 -1489 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_central 4.995715743195595e+18 0.006128306982612892 0.0018552519908323335 -1490 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_mixed 3.3045563587575153e+18 0.004053740614724689 0.0012272084879434845 -1491 GBM_grid_1_AutoML_20190416_022142_model_38 supply_area 4.364130746735203e+21 1.0 0.17287070069403654 -1492 GBM_grid_1_AutoML_20190416_022142_model_38 exclusive_use_area 3.424121136636947e+21 0.7846055343778425 0.1356353084963166 -1493 GBM_grid_1_AutoML_20190416_022142_model_38 city 2.923857349378958e+21 0.6699747370232411 0.11581900223651055 -1494 GBM_grid_1_AutoML_20190416_022142_model_38 total_parking_capacity_in_site 2.180451536588631e+21 0.4996302043012396 0.08637142350545993 -1495 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_in_sites 2.1168205996659782e+21 0.48504976649692894 0.08385089300580291 -1496 GBM_grid_1_AutoML_20190416_022142_model_38 apartment_building_count_in_sites 1.9684382509431888e+21 0.4510493303656801 0.0779732137878911 -1497 GBM_grid_1_AutoML_20190416_022142_model_38 room_count 1.4711070107300602e+21 0.3370904989110586 0.058273070744057055 -1498 GBM_grid_1_AutoML_20190416_022142_model_38 bathroom_count 1.2520688133533619e+21 0.28689993174242817 0.04959659222938482 -1499 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_of_area_type 1.2440828053141271e+21 0.2850700122228975 0.049280252759829855 -1500 GBM_grid_1_AutoML_20190416_022142_model_38 floor 1.0779789327951232e+21 0.24700885361914443 0.0427005936027722 -1501 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_gas 7.032871139910133e+20 0.16115170575884805 0.027858408292571267 -1502 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_district 5.133140227094573e+20 0.1176211375182713 0.02033324845921319 -1503 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_individual 5.093687638827645e+20 0.11671711812571661 0.020176969993381262 -1504 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_cogeneration 4.9874994446449456e+20 0.11428391434826016 0.019756340351440988 -1505 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_stairway 3.8386199207036636e+20 0.08795840783586346 0.015205431594517552 -1506 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_corridor 3.325166638249479e+20 0.07619310307641514 0.013171555116872836 -1507 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_central 1.5303873648595567e+20 0.035067404110301605 0.006062126720068776 -1508 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_mixed 1.2786289328932677e+20 0.029298593628291437 0.005064868409872575 -1509 GBM_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 1.5362337760476974e+20 1.0 0.2965614964954262 -1510 GBM_grid_1_AutoML_20190416_022142_model_14 city 9.501268762923998e+19 0.6184780539956699 0.18341677724253488 -1511 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 4.212734381553982e+19 0.2742248248435324 0.08132452443179408 -1512 GBM_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 3.922261001681607e+19 0.2553166752896486 0.07571709530413498 -1513 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 3.685509979844693e+19 0.23990554284820415 0.07114674680461101 -1514 GBM_grid_1_AutoML_20190416_022142_model_14 supply_area 3.1943572561078518e+19 0.20793432001775441 0.0616653131172241 -1515 GBM_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.8919992550508462e+19 0.1882525498489661 0.05582845790228921 -1516 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 2.3446157474509357e+19 0.1526210257844337 0.045261519803298685 -1517 GBM_grid_1_AutoML_20190416_022142_model_14 floor 2.0559145604202103e+19 0.1338282358111867 0.039688301885508315 -1518 GBM_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.99412838410664e+19 0.12980631041956248 0.038495553672575275 -1519 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_district 7.179226538947117e+18 0.04673264350050467 0.013859102691696917 -1520 GBM_grid_1_AutoML_20190416_022142_model_14 heat_fuel_cogeneration 6.122773985538081e+18 0.03985574383926303 0.011819679036910209 -1521 GBM_grid_1_AutoML_20190416_022142_model_14 bathroom_count 3.9588520889470157e+18 0.025769854501780595 0.007642346615517448 -1522 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_individual 3.7044825477622006e+18 0.02411405481067344 0.0071513001812260465 -1523 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_stairway 2.3315418944897024e+18 0.015176999300771214 0.004500913624946748 -1524 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_central 1.8799598245783798e+18 0.012237459258414393 0.0036291592309771804 -1525 GBM_grid_1_AutoML_20190416_022142_model_14 room_count 1.187141742437073e+18 0.007727611259083619 0.0022917119593287424 -1526 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_mixed 0.0 0.0 0.0 -1527 GBM_grid_1_AutoML_20190416_020809_model_4 supply_area 1.4804033903389993e+20 1.0 0.30652195180708497 -1528 GBM_grid_1_AutoML_20190416_020809_model_4 city 8.878568708821431e+19 0.5997398254261169 0.18383342186605375 -1529 GBM_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 8.174683354951791e+19 0.5521929636407994 0.1692592649893165 -1530 GBM_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.6455657139174113e+19 0.17870573190943587 0.05477722974399394 -1531 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 2.5314531195310047e+19 0.1709975224355116 0.05241449433110881 -1532 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_district 2.2009060592634036e+19 0.14866934739722634 0.045570418538083385 -1533 GBM_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 2.1505288554042884e+19 0.14526640977982605 0.044527343457720095 -1534 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.376985591624342e+19 0.09301421495049565 0.028510898712429667 -1535 GBM_grid_1_AutoML_20190416_020809_model_4 floor 1.3402826840263885e+19 0.09053496450852329 0.027750954027937723 -1536 GBM_grid_1_AutoML_20190416_020809_model_4 bathroom_count 1.3291099966207427e+19 0.08978025890067627 0.0275196201919807 -1537 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.0658871328334938e+19 0.07199977653316608 0.022069512032620017 -1538 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 6.227876851793002e+18 0.04206878268744625 0.012895005379504129 -1539 GBM_grid_1_AutoML_20190416_020809_model_4 room_count 5.074132362732765e+18 0.03427533600534942 0.010506142891203359 -1540 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.8940795310505984e+18 0.019549263058549735 0.005992278269096808 -1541 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_central 1.9068949732408689e+18 0.012880914659376772 0.00394828310245266 -1542 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.14657120648115e+18 0.00774499176348546 0.00237400999207336 -1543 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.38540723426558e+17 0.0049887802760127335 0.0015291706673401112 -1544 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.0 0.0 0.0 -1545 GBM_grid_1_AutoML_20190416_015849_model_9 supply_area 7.163329162115988e+20 1.0 0.3747607999901005 -1546 GBM_grid_1_AutoML_20190416_015849_model_9 city 3.756479541156239e+20 0.5244041501014323 0.19652611881014145 -1547 GBM_grid_1_AutoML_20190416_015849_model_9 exclusive_use_area 2.772239480983252e+20 0.3870043408928532 0.1450340563926472 -1548 GBM_grid_1_AutoML_20190416_015849_model_9 apartment_building_count_in_sites 1.0191358324497606e+20 0.14227125535980764 0.05331768947423738 -1549 GBM_grid_1_AutoML_20190416_015849_model_9 total_parking_capacity_in_site 8.53385773976482e+19 0.11913256457482109 0.044646215204932255 -1550 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_district 7.365051370769167e+19 0.102816039917864 0.03853142137143282 -1551 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_in_sites 5.8549055751723155e+19 0.08173442044428998 0.030630856792429335 -1552 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_cogeneration 5.526431314225398e+19 0.07714892320532338 0.028912392178801816 -1553 GBM_grid_1_AutoML_20190416_015849_model_9 floor 4.81876803840272e+19 0.06726995129425682 0.025210140762330777 -1554 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_individual 4.150278602659096e+19 0.05793784577998003 0.021712833434208382 -1555 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_of_area_type 3.408171145975405e+19 0.04757803346521996 0.017830381883381603 -1556 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_stairway 1.3284114768836166e+19 0.01854461028971081 0.006949792987676672 -1557 GBM_grid_1_AutoML_20190416_015849_model_9 bathroom_count 1.2627982304472465e+19 0.017628650057373973 0.006606526998247 -1558 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_corridor 1.0749710779998536e+19 0.015006584978461553 0.005623879791647676 -1559 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_mixed 2.611355784008696e+18 0.0036454499366287995 0.00136617173457487 -1560 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_central 2.3921719893022474e+18 0.0033394695890194438 0.0012515022947235388 -1561 GBM_grid_1_AutoML_20190416_015849_model_9 room_count 2.08197886838571e+18 0.0029064403174385344 0.0010892198984867466 -1562 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_gas 0.0 0.0 0.0 -1563 GBM_grid_1_AutoML_20190416_022142_model_10 supply_area 3.1538570267736995e+21 1.0 0.23678048877278532 -1564 GBM_grid_1_AutoML_20190416_022142_model_10 city 2.659844517273478e+21 0.8433624272418012 0.19969176773491631 -1565 GBM_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 2.5078578814739085e+21 0.7951717088581441 0.18828114588172232 -1566 GBM_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 8.686405742221066e+20 0.2754216715748525 0.06521447801411112 -1567 GBM_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 5.884325515659974e+20 0.18657553166509458 0.04417744558070338 -1568 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 5.7302879828113464e+20 0.1816914316078956 0.04302098598194462 -1569 GBM_grid_1_AutoML_20190416_022142_model_10 bathroom_count 5.324320494182497e+20 0.16881933610126632 0.03997312491635496 -1570 GBM_grid_1_AutoML_20190416_022142_model_10 room_count 4.099946214893929e+20 0.12999784644924284 0.030780953621661212 -1571 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 3.988744599532292e+20 0.1264719537274858 0.02994609101964317 -1572 GBM_grid_1_AutoML_20190416_022142_model_10 floor 3.42327966719407e+20 0.10854263963563314 0.025700779265613514 -1573 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 2.7652112267366472e+20 0.08767712687234192 0.02076023295502663 -1574 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 2.7326336647758768e+20 0.08664418334686777 0.020515652082190177 -1575 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.6568278795793256e+20 0.08424059356606854 0.019946528919083262 -1576 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_district 2.601050798194342e+20 0.08247205805822905 0.019527774217125003 -1577 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 1.0941671216557064e+20 0.034692984252840606 0.008214621768374142 -1578 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 6.2397025391543845e+19 0.019784354478292288 0.004684549123424093 -1579 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_central 2.422907792320679e+19 0.007682364075962063 0.0018190339208367845 -1580 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.2844851077446631e+19 0.00407274361786353 0.0009643462244839686 -1581 XGBoost_grid_1_AutoML_20190416_021340_model_9 supply_area 4.466805922102321e+20 1.0 0.2471254641630362 -1582 XGBoost_grid_1_AutoML_20190416_021340_model_9 city 4.2314646940745413e+20 0.947313307958315 0.2341052409370199 -1583 XGBoost_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.379215463277459e+20 0.7565171897343185 0.1869546616604092 -1584 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.2051537605038807e+20 0.2698021318859249 0.0666749770744859 -1585 XGBoost_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.185503640535989e+20 0.26540298844639004 0.06558783671007108 -1586 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 8.682208246630869e+19 0.19437173671840552 0.04803420565671143 -1587 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 6.8561103081135145e+19 0.153490221596345 0.03793134225648405 -1588 XGBoost_grid_1_AutoML_20190416_021340_model_9 floor 4.3786586026691e+19 0.09802661407344661 0.024224872503231312 -1589 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 4.363233773945356e+19 0.09768129285303226 0.024139534836351072 -1590 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 2.6982785003762483e+19 0.060407336862898495 0.01492819116109668 -1591 XGBoost_grid_1_AutoML_20190416_021340_model_9 room_count 2.1885172020462748e+19 0.048995126276187975 0.012107943322729527 -1592 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_district 1.900404913443386e+19 0.04254505224952672 0.010513965785004919 -1593 XGBoost_grid_1_AutoML_20190416_021340_model_9 bathroom_count 1.863090347526901e+19 0.04170967756418729 0.010307523428140362 -1594 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 1.2860395972840129e+19 0.02879103367622323 0.007114997560970273 -1595 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 7.577715391376392e+18 0.01696450556286965 0.004192361311520573 -1596 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 5.336907395434021e+18 0.011947927643389044 0.002952637164658889 -1597 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_central 4.308044337544954e+18 0.009644574697611565 0.002383419998802333 -1598 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 1.3028940660017725e+18 0.0029168360764341423 0.0007208244692762769 -1599 GBM_grid_1_AutoML_20190416_022142_model_44 supply_area 6.078077760347591e+20 1.0 0.3058106416810628 -1600 GBM_grid_1_AutoML_20190416_022142_model_44 city 3.940894557178922e+20 0.648378436828941 0.19828102581882293 -1601 GBM_grid_1_AutoML_20190416_022142_model_44 exclusive_use_area 3.281963395917881e+20 0.5399673260728722 0.16512775447315275 -1602 GBM_grid_1_AutoML_20190416_022142_model_44 apartment_building_count_in_sites 1.1541483836615845e+20 0.189887071072217 0.05806948705153226 -1603 GBM_grid_1_AutoML_20190416_022142_model_44 total_parking_capacity_in_site 1.1297736182486742e+20 0.18587679572300586 0.05684310217367226 -1604 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_district 7.639983813489905e+19 0.12569736871962942 0.03843959298577102 -1605 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_of_area_type 7.3745062911587385e+19 0.12132958119208083 0.03710387707924485 -1606 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_in_sites 6.401148669311897e+19 0.10531534675439608 0.0322065537698255 -1607 GBM_grid_1_AutoML_20190416_022142_model_44 floor 5.997226360271641e+19 0.09866978667822561 0.030174270778601756 -1608 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_cogeneration 5.2405037552269e+19 0.08621975502543107 0.026366918609911114 -1609 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_individual 3.719031670450002e+19 0.0611876290019251 0.018711828088021524 -1610 GBM_grid_1_AutoML_20190416_022142_model_44 bathroom_count 2.7852215027333333e+19 0.045824051822825854 0.01401348269236465 -1611 GBM_grid_1_AutoML_20190416_022142_model_44 room_count 1.5625802956626985e+19 0.025708461741913255 0.007861921181927547 -1612 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_stairway 1.0224991945386623e+19 0.016822739603782035 0.005144572793066012 -1613 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_corridor 6.308215967411339e+18 0.010378636496829859 0.0031738974868700367 -1614 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_central 3.8849440168395407e+18 0.0063917313499743215 0.001954659465588613 -1615 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_mixed 1.4238939462489866e+18 0.002342671486597693 0.0007164138705643698 -1616 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_gas 0.0 0.0 0.0 -1617 XGBoost_grid_1_AutoML_20190416_020809_model_6 supply_area 4.02468789852708e+20 1.0 0.23586783743966896 -1618 XGBoost_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 3.326278112563765e+20 0.8264685850003641 0.1949373578558591 -1619 XGBoost_grid_1_AutoML_20190416_020809_model_6 city 3.205536958397683e+20 0.7964684564909535 0.18786129242143226 -1620 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 1.1452951160347322e+20 0.28456743601258555 0.06712030573803993 -1621 XGBoost_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 1.103971071016399e+20 0.2742997963694081 0.06469849977979385 -1622 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 9.079971971141625e+19 0.2256068594651683 0.05321340205360456 -1623 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 7.390730684738201e+19 0.1836348773141638 0.04331356139059074 -1624 XGBoost_grid_1_AutoML_20190416_020809_model_6 bathroom_count 5.738292691344346e+19 0.142577333597579 0.03362940734357521 -1625 XGBoost_grid_1_AutoML_20190416_020809_model_6 floor 4.332637443976908e+19 0.10765151368786953 0.025391529730664705 -1626 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 3.81922268841016e+19 0.09489487842791204 0.022382649758891905 -1627 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 3.4066546995383763e+19 0.08464394719364733 0.019964784776923133 -1628 XGBoost_grid_1_AutoML_20190416_020809_model_6 room_count 3.1194893103493284e+19 0.07750885010216498 0.018281844856033118 -1629 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_district 1.786216012950012e+19 0.04438147896147961 0.01046816346501836 -1630 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 1.6769837108746519e+19 0.041667422497242076 0.009828004836109499 -1631 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 6.987595955876921e+18 0.017361833096261155 0.00409509802640359 -1632 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_central 6.431847253861728e+18 0.0159809839073872 0.00376940011439357 -1633 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 6.187235603495518e+18 0.015373205971473883 0.00362604484700615 -1634 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 2.646205904562684e+18 0.006574934432881414 0.0015508155659913554 -1635 GBM_grid_1_AutoML_20190416_022142_model_32 supply_area 4.037022483850262e+21 1.0 0.17886540845789153 -1636 GBM_grid_1_AutoML_20190416_022142_model_32 exclusive_use_area 3.1950407565161424e+21 0.7914349670574315 0.14156033865058543 -1637 GBM_grid_1_AutoML_20190416_022142_model_32 total_parking_capacity_in_site 2.1499098127656645e+21 0.5325483871754941 0.09525448479573613 -1638 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_in_sites 1.982413483536873e+21 0.49105832119274445 0.08783334719678673 -1639 GBM_grid_1_AutoML_20190416_022142_model_32 city 1.7754013045401374e+21 0.4397798901647111 0.07866140968587773 -1640 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_of_area_type 1.75029261071764e+21 0.43356028303521343 0.07754893711621252 -1641 GBM_grid_1_AutoML_20190416_022142_model_32 apartment_building_count_in_sites 1.6366401927337833e+21 0.40540774773512217 0.07251342239063648 -1642 GBM_grid_1_AutoML_20190416_022142_model_32 floor 1.4618297362351653e+21 0.3621059189249208 0.06476822309352612 -1643 GBM_grid_1_AutoML_20190416_022142_model_32 room_count 1.1778126886410912e+21 0.2917528186560325 0.0521844870776524 -1644 GBM_grid_1_AutoML_20190416_022142_model_32 bathroom_count 9.555284514642214e+20 0.23669138710193596 0.0423359016324527 -1645 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_cogeneration 4.9030551924131444e+20 0.12145226369254486 0.021723608753502585 -1646 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_gas 4.5046913984364125e+20 0.11158450111330856 0.019958607369201988 -1647 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_individual 4.3354862346240105e+20 0.10739316543238799 0.019208922400649996 -1648 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_district 3.2470481842755286e+20 0.08043175873468743 0.014386459379066453 -1649 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_corridor 2.884018647812727e+20 0.07143925156102002 0.01277801091038791 -1650 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_stairway 2.1420092675662335e+20 0.05305913643372424 0.00949044411064108 -1651 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_mixed 1.3724838611667386e+20 0.03399742921069264 0.0060809640622887925 -1652 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_central 1.0939812602101472e+20 0.02709871606082252 0.004847022916903446 -1653 GBM_grid_1_AutoML_20190416_022142_model_23 city 4.0621933836426124e+20 1.0 0.24225899348114338 -1654 GBM_grid_1_AutoML_20190416_022142_model_23 supply_area 3.997210311300586e+20 0.9840029594347487 0.23838356653512857 -1655 GBM_grid_1_AutoML_20190416_022142_model_23 exclusive_use_area 2.863508973634705e+20 0.7049169508190587 0.17077247099322182 -1656 GBM_grid_1_AutoML_20190416_022142_model_23 apartment_building_count_in_sites 1.1289979787659759e+20 0.277928171345105 0.0673305990501199 -1657 GBM_grid_1_AutoML_20190416_022142_model_23 total_parking_capacity_in_site 8.128371925189866e+19 0.20009810359892488 0.04847556517536109 -1658 GBM_grid_1_AutoML_20190416_022142_model_23 room_count 6.486166866613397e+19 0.15967154327835525 0.038681867362195164 -1659 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_cogeneration 6.348830827429757e+19 0.15629070868449627 0.03786282977636066 -1660 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_in_sites 5.997628781527407e+19 0.1476450827200469 0.035768349132198715 -1661 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_individual 5.5692317834575086e+19 0.1370991298908453 0.03321349721449672 -1662 GBM_grid_1_AutoML_20190416_022142_model_23 floor 3.4295164050100716e+19 0.08442523733163061 0.020452773020367482 -1663 GBM_grid_1_AutoML_20190416_022142_model_23 bathroom_count 3.137879521933184e+19 0.07724594143076995 0.01871352402152168 -1664 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_gas 2.2481243662159184e+19 0.05534262291077834 0.013407248122971628 -1665 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_of_area_type 2.1889132461345997e+19 0.05388500840331185 0.013054127899509282 -1666 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_stairway 1.4118081144364728e+19 0.03475482285312792 0.008419668403014209 -1667 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_district 9.737019888886612e+18 0.023969858077399854 0.005806913691716743 -1668 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_corridor 8.8855272980113e+18 0.021873718109509478 0.005299104932900025 -1669 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_mixed 2.0045347668833075e+18 0.0049346118649964904 0.0011954541036341576 -1670 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_central 1.5148980497788436e+18 0.003729261280073324 0.0009034470841387638 -1671 XGBoost_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 8.919500799934695e+20 1.0 0.2344245425879374 -1672 XGBoost_grid_1_AutoML_20190416_020809_model_8 supply_area 8.217264361662998e+20 0.9212695358156324 0.21596818953378105 -1673 XGBoost_grid_1_AutoML_20190416_020809_model_8 city 5.816057982183455e+20 0.6520609294890178 0.1528590851349283 -1674 XGBoost_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 2.7776256805844707e+20 0.311410441333758 0.07300225026677393 -1675 XGBoost_grid_1_AutoML_20190416_020809_model_8 floor 2.4548120573410646e+20 0.2752185478092045 0.06451798218188914 -1676 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.4231440113987905e+20 0.27166811974685084 0.06368567470738051 -1677 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.6774045599452994e+20 0.18806036319404565 0.04408596462068553 -1678 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 1.437580139225961e+20 0.16117271262944294 0.037782839435814244 -1679 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 1.4110833163714429e+20 0.1582020505432069 0.03708644333506503 -1680 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_district 7.256588506930925e+19 0.08135644213389223 0.019071946733819685 -1681 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 6.70569799704306e+19 0.07518019390829761 0.017624082568625105 -1682 XGBoost_grid_1_AutoML_20190416_020809_model_8 bathroom_count 4.857790585681792e+19 0.05446258366519076 0.012767366263869616 -1683 XGBoost_grid_1_AutoML_20190416_020809_model_8 room_count 2.890357904092902e+19 0.03240492903049086 0.007596510665567394 -1684 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 2.026429177000467e+19 0.022719087339678288 0.005325911657619482 -1685 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 1.9697423157141963e+19 0.022083548843099134 0.0051769258362618885 -1686 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 1.4714697044316914e+19 0.01649722038751838 0.0038673533433163914 -1687 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_central 1.0503291532516262e+19 0.011775649521319806 0.0027605012527112597 -1688 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 9.118054765832438e+18 0.01022260659015715 0.0023964298739540244 -1689 XGBoost_grid_1_AutoML_20190416_022142_model_7 supply_area 8.01618426780044e+20 1.0 0.3076070107898263 -1690 XGBoost_grid_1_AutoML_20190416_022142_model_7 city 6.984931025564216e+20 0.871353600692716 0.26803447645003825 -1691 XGBoost_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 5.0634663742656637e+20 0.6316554366900835 0.19430164072937892 -1692 XGBoost_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 1.4029362870533436e+20 0.17501297876705313 0.05383521924795655 -1693 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 8.754314219180419e+19 0.10920799630748151 0.03359314529849077 -1694 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 8.595042483217996e+19 0.10722111912699818 0.03298196794819578 -1695 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 5.181748492666457e+19 0.06464108507935132 0.019884050955470096 -1696 XGBoost_grid_1_AutoML_20190416_022142_model_7 floor 4.804464711539307e+19 0.05993455927451633 0.018436290621439626 -1697 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 4.765965971599707e+19 0.059454296612712974 0.018288558459648333 -1698 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_district 4.181808637901852e+19 0.05216707224033534 0.01604695715350648 -1699 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 2.6831718703175827e+19 0.03347193353694972 0.01029620142065684 -1700 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 2.156222786319889e+19 0.02689836852904 0.008274126738341131 -1701 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 1.1763382435482436e+19 0.01467454095676644 0.004513991678423802 -1702 XGBoost_grid_1_AutoML_20190416_022142_model_7 bathroom_count 1.1524361801743466e+19 0.014376368377701522 0.004422271702678149 -1703 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.019384717901824e+19 0.012716582900876017 0.003911710053599489 -1704 XGBoost_grid_1_AutoML_20190416_022142_model_7 room_count 8.699353041393943e+18 0.01085223686328877 0.0033382241418994187 -1705 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 4.3515055582897766e+18 0.0054284001127182 0.0016698139320444013 -1706 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_central 1.4706670334556242e+18 0.0018346222895137619 0.0005643426784057155 -1707 GBM_grid_1_AutoML_20190416_022142_model_8 supply_area 8.113334652324681e+20 1.0 0.2870514655600605 -1708 GBM_grid_1_AutoML_20190416_022142_model_8 city 6.77219927504072e+20 0.8346998571173578 0.23960181728831068 -1709 GBM_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 4.553644119011046e+20 0.5612543194808696 0.16110887495889803 -1710 GBM_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.4455165900771086e+20 0.17816553267193663 0.05114267726576825 -1711 GBM_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2514889397169658e+20 0.15425087135514395 0.044277938686410424 -1712 GBM_grid_1_AutoML_20190416_022142_model_8 room_count 1.0008172650435707e+20 0.1233546140928392 0.035409122758945186 -1713 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.919663175811885e+19 0.10993831214956935 0.03155795362373329 -1714 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_district 7.751929930164942e+19 0.09554554646582725 0.02742648914075257 -1715 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 7.10787516122771e+19 0.08760732135203025 0.025147809987891463 -1716 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 6.246313242865225e+19 0.0769882361634805 0.022099586021611127 -1717 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 5.186779418070509e+19 0.06392907035560726 0.01835093333746928 -1718 GBM_grid_1_AutoML_20190416_022142_model_8 floor 4.780194971477082e+19 0.05891775917448977 0.016912429118551987 -1719 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.6102342232740725e+19 0.05682292695708195 0.016311104460442642 -1720 GBM_grid_1_AutoML_20190416_022142_model_8 bathroom_count 2.318537310761019e+19 0.028576872643811112 0.008203033173529179 -1721 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 1.9921046230045557e+19 0.024553463013309403 0.007048107542545204 -1722 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 1.916535188827511e+19 0.023622040393445058 0.0067807413144573515 -1723 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_central 2.48303975339026e+18 0.003060442912556066 0.0008785046233121187 -1724 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 1.9542314227177882e+18 0.0024086661113600807 0.0006914111373107631 -1725 GBM_grid_1_AutoML_20190416_020809_model_2 supply_area 9.227605420504504e+20 1.0 0.3750408415936733 -1726 GBM_grid_1_AutoML_20190416_020809_model_2 city 5.000138726630417e+20 0.5418674183358224 0.20322241260485788 -1727 GBM_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 3.5065997787376334e+20 0.3800118902944937 0.1425199791516496 -1728 GBM_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 1.4065483146919831e+20 0.15242831163613868 0.05716684227872016 -1729 GBM_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 9.855741636016656e+19 0.10680714212287817 0.04005704046997931 -1730 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 7.791729612262526e+19 0.08443934539017736 0.03166820315875098 -1731 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 6.634194996670182e+19 0.07189508755899392 0.02696359414457591 -1732 GBM_grid_1_AutoML_20190416_020809_model_2 floor 6.3154769222988464e+19 0.06844112458759163 0.025668216964947813 -1733 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_district 5.039330070934585e+19 0.05461146030081408 0.02048152803187679 -1734 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 4.895837206440051e+19 0.05305642128521333 0.01989832489075489 -1735 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 4.354993154197501e+19 0.047195268498589515 0.01770015321695039 -1736 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 4.273192127918873e+19 0.04630878687577479 0.01736768640307263 -1737 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 1.7028642354715689e+19 0.01845402092819946 0.006921011539699186 -1738 GBM_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.470746555634103e+19 0.015938550562272443 0.005977607416657972 -1739 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.110714881604898e+19 0.012036870141161405 0.004514317907894931 -1740 GBM_grid_1_AutoML_20190416_020809_model_2 room_count 7.004443772549333e+18 0.0075907491200099195 0.0028468409382949554 -1741 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.8832754549181645e+18 0.0031246193606320524 0.0011718598746713303 -1742 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_central 2.001654183857488e+18 0.0021692021847939513 0.0008135394129719584 -1743 XGBoost_grid_1_AutoML_20190416_015849_model_6 supply_area 8.201676277452762e+20 1.0 0.246840765793381 -1744 XGBoost_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 7.98374146198477e+20 0.9734280154330015 0.24028171677421317 -1745 XGBoost_grid_1_AutoML_20190416_015849_model_6 city 7.341820185410074e+20 0.8951609326002637 0.22096221011136621 -1746 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.4838437182418452e+20 0.1809195666892001 0.04465832438856881 -1747 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 1.4519613994735501e+20 0.1770322736908233 0.043698782007986235 -1748 XGBoost_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 1.3768471631104049e+20 0.16787387316120939 0.04143811540781383 -1749 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 1.055048345118971e+20 0.12863813559910986 0.031753135901517064 -1750 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 8.880615559667699e+19 0.10827805511028775 0.02672743804204134 -1751 XGBoost_grid_1_AutoML_20190416_015849_model_6 bathroom_count 7.72755067874459e+19 0.09421916224599608 0.02325713016121248 -1752 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 6.181341341561337e+19 0.07536680469277322 0.018603599785764324 -1753 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_district 5.311751229097483e+19 0.06476421464841309 0.01598644833982119 -1754 XGBoost_grid_1_AutoML_20190416_015849_model_6 floor 4.616552896696576e+19 0.05628791896344344 0.013894153021852151 -1755 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 3.356776893860597e+19 0.04092793692782921 0.010102683293608559 -1756 XGBoost_grid_1_AutoML_20190416_015849_model_6 room_count 2.918491547917458e+19 0.03558408609640795 0.008783603062094941 -1757 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_central 1.6313958697149661e+19 0.019891005381422314 0.004909911000750546 -1758 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.3081196599395222e+19 0.015949418334586987 0.0039369666356684424 -1759 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.2826370486006972e+19 0.01563871829624386 0.003860273200271792 -1760 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 1.0125572317296722e+18 0.0012345735157985869 0.00030474307206794987 -1761 XGBoost_grid_1_AutoML_20190416_021340_model_1 city 6.979421152895104e+20 1.0 0.27559463882157853 -1762 XGBoost_grid_1_AutoML_20190416_021340_model_1 supply_area 6.038627634986709e+20 0.8652046498844466 0.23844576299165438 -1763 XGBoost_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 5.196257120341008e+20 0.7445111860294561 0.20518329141241304 -1764 XGBoost_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.5555913379616706e+20 0.22288257204774098 0.061425241943121635 -1765 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.1332631163115143e+20 0.16237207806859888 0.044748874210024665 -1766 XGBoost_grid_1_AutoML_20190416_021340_model_1 bathroom_count 7.860599502189206e+19 0.11262537866666182 0.031038950555782183 -1767 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 7.361560201448653e+19 0.10547522552633229 0.02906840668355409 -1768 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 6.60869468319415e+19 0.0946882920291008 0.02609558564239219 -1769 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 5.8005351649834435e+19 0.08310911518181344 0.022904426581312844 -1770 XGBoost_grid_1_AutoML_20190416_021340_model_1 floor 4.069683520733813e+19 0.05830975709275955 0.016069856445753046 -1771 XGBoost_grid_1_AutoML_20190416_021340_model_1 room_count 3.4860513137893835e+19 0.049947570685619815 0.013765282703118657 -1772 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 3.288500300408265e+19 0.047117092211066476 0.012985218010231876 -1773 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 1.952716817962736e+19 0.02797820585956097 0.007710643538741478 -1774 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_district 1.5964942920167981e+19 0.022874308012700493 0.006304036655053733 -1775 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 1.0854998913962738e+19 0.015552864164759596 0.004286285982127993 -1776 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 5.686477876031914e+18 0.008147492107813454 0.0022454051447545107 -1777 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_central 3.3667667266570813e+18 0.00482384807121222 0.0013294266669159 -1778 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 2.0226178848695255e+18 0.002897973686586504 0.0007986660114692461 -1779 GBM_grid_1_AutoML_20190416_022142_model_43 exclusive_use_area 1.44828973432422e+20 1.0 0.33558676010427274 -1780 GBM_grid_1_AutoML_20190416_022142_model_43 city 9.556208280331407e+19 0.6598271087511633 0.22142924165477254 -1781 GBM_grid_1_AutoML_20190416_022142_model_43 apartment_building_count_in_sites 4.85659343742147e+19 0.3353330015618444 0.11253331555018041 -1782 GBM_grid_1_AutoML_20190416_022142_model_43 supply_area 2.796369451127354e+19 0.19308080316071255 0.06479536117103435 -1783 GBM_grid_1_AutoML_20190416_022142_model_43 total_parking_capacity_in_site 2.5310443211077976e+19 0.1747609101357607 0.058647447625333894 -1784 GBM_grid_1_AutoML_20190416_022142_model_43 bathroom_count 2.4273141951201542e+19 0.16759866051613992 0.05624389148042729 -1785 GBM_grid_1_AutoML_20190416_022142_model_43 room_count 1.295917279894464e+19 0.08947914558678731 0.03002801656436849 -1786 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_district 1.116663349462329e+19 0.07710220703755594 0.025874479856622255 -1787 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_in_sites 8.428780821984313e+18 0.058198167274293555 0.01953053439958669 -1788 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_of_area_type 7.398227264967541e+18 0.05108250849005427 0.017142613522176317 -1789 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_mixed 6.640980412778676e+18 0.04585394935411452 0.015387978301732701 -1790 GBM_grid_1_AutoML_20190416_022142_model_43 floor 6.496816296435384e+18 0.044858539990044424 0.015053932098266965 -1791 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_cogeneration 4.984632116231799e+18 0.03441736827995716 0.011550013112386388 -1792 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_gas 2.1051301852201615e+18 0.014535283481812614 0.004877848690858648 -1793 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_central 1.8668761859636593e+18 0.012890212101342788 0.004325784516146515 -1794 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_individual 1.316900194872197e+18 0.0090927952029341 0.003051421682444328 -1795 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_stairway 9.346563518654054e+17 0.006453517757629631 0.002165715115558319 -1796 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_corridor 7.663138373883658e+17 0.005291163910278851 0.0017756445538311344 -1797 GBM_grid_1_AutoML_20190416_022142_model_24 supply_area 5.9163549051036e+20 1.0 0.3103922260471974 -1798 GBM_grid_1_AutoML_20190416_022142_model_24 city 4.3250769381415295e+20 0.7310374390168187 0.2269083380202727 -1799 GBM_grid_1_AutoML_20190416_022142_model_24 exclusive_use_area 3.6048246939854674e+20 0.6092982506637411 0.18912144035018186 -1800 GBM_grid_1_AutoML_20190416_022142_model_24 apartment_building_count_in_sites 1.18281071665724e+20 0.19992220474078 0.062054298165754265 -1801 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_cogeneration 7.384009590059932e+19 0.12480673841405787 0.038739041362029686 -1802 GBM_grid_1_AutoML_20190416_022142_model_24 total_parking_capacity_in_site 7.046318782844345e+19 0.11909898739789948 0.03696739981840113 -1803 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_gas 6.672980489242306e+19 0.11278871190580574 0.035008739361439084 -1804 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_in_sites 5.5733347210477175e+19 0.09420217026263951 0.02923962132629778 -1805 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_of_area_type 3.0609645054260675e+19 0.051737337508025436 0.016058867358871177 -1806 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_individual 2.769177429060826e+19 0.046805465079048286 0.01452805249706016 -1807 GBM_grid_1_AutoML_20190416_022142_model_24 floor 2.6597272037808407e+19 0.04495550463827806 0.013953839157750236 -1808 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_district 1.899390943820251e+19 0.032104073779985504 0.009964854925753164 -1809 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_stairway 1.3526861647481668e+19 0.022863506102064717 0.007096654554263548 -1810 GBM_grid_1_AutoML_20190416_022142_model_24 room_count 7.25852166827488e+18 0.012268570403059311 0.0038080688778223412 -1811 GBM_grid_1_AutoML_20190416_022142_model_24 bathroom_count 4.4861118949307187e+18 0.0075825604901776315 0.002353567829683763 -1812 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_corridor 2.897473448567636e+18 0.00489739627700191 0.00152011373225388 -1813 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_mixed 2.366095421782098e+18 0.003999245244299059 0.0012413346338866526 -1814 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_central 1.9890848418066596e+18 0.0033620106868349356 0.0010435419810811628 -1815 XGBoost_grid_1_AutoML_20190416_021340_model_11 supply_area 5.833331045973025e+20 1.0 0.22215747515498302 -1816 XGBoost_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 4.694895299198871e+20 0.8048395097411691 0.1788011133890725 -1817 XGBoost_grid_1_AutoML_20190416_021340_model_11 city 4.013980590413007e+20 0.6881112281779402 0.1528690530778056 -1818 XGBoost_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 1.989336536510932e+20 0.34102925426875064 0.07576219808233235 -1819 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 1.9162350221531283e+20 0.32849756117921336 0.07297818878614361 -1820 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 1.5471924765003455e+20 0.26523309997440186 0.058923515817842304 -1821 XGBoost_grid_1_AutoML_20190416_021340_model_11 room_count 1.2481269850029477e+20 0.21396470990011415 0.047533859723677754 -1822 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.0920121668261957e+20 0.18720215914714014 0.04158835901968996 -1823 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 8.284773495999142e+19 0.14202474419343034 0.03155185857954482 -1824 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 8.140171004369856e+19 0.1395458433649044 0.0310011522303199 -1825 XGBoost_grid_1_AutoML_20190416_021340_model_11 floor 7.971951002975941e+19 0.13666207078165551 0.030360500594304167 -1826 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.510540184569669e+19 0.0773235763412308 0.017178010489921413 -1827 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.140972776046251e+19 0.07098813256801062 0.015770544297276458 -1828 XGBoost_grid_1_AutoML_20190416_021340_model_11 bathroom_count 3.2763111145027404e+19 0.05616535541497349 0.012477553550172766 -1829 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.2286682900094517e+19 0.021062893230749336 0.0046792791796022555 -1830 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.085014786866099e+19 0.01860026078264711 0.00413218697269713 -1831 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.019711157056045e+18 0.006890936114162435 0.0015308729685766164 -1832 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.8492680570006405e+18 0.003170175055086685 0.0007042780860373671 -1833 XGBoost_grid_1_AutoML_20190416_021340_model_3 supply_area 3.8940120850579954e+20 1.0 0.2460347170556068 -1834 XGBoost_grid_1_AutoML_20190416_021340_model_3 city 3.768731443205012e+20 0.9678273618272252 0.23811913112583574 -1835 XGBoost_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 3.584030378237247e+20 0.9203952889591168 0.22644919449836978 -1836 XGBoost_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 1.013224506095116e+20 0.26020065782102614 0.06401839522467893 -1837 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 9.173163937884013e+19 0.23557101872084693 0.05795864893748463 -1838 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 6.337633840817137e+19 0.16275331720555633 0.040042966348530475 -1839 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 5.3898640535718986e+19 0.138414158349784 0.034054688286079056 -1840 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 3.829109936771773e+19 0.09833328333686321 0.024193401542933955 -1841 XGBoost_grid_1_AutoML_20190416_021340_model_3 floor 3.4073487112778285e+19 0.08750226339441577 0.021528594615970266 -1842 XGBoost_grid_1_AutoML_20190416_021340_model_3 room_count 2.3667816819645743e+19 0.06078002919010778 0.014953997284419691 -1843 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 2.1376718261360525e+19 0.05489638397216775 0.01350641629796824 -1844 XGBoost_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.1481962434353168e+19 0.029486201335664736 0.0072546292026649285 -1845 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 4.5061496697132155e+18 0.0115719971363317 0.0028471130412056622 -1846 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 4.3261137116358246e+18 0.011109656614153507 0.002733361221648209 -1847 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 3.771517572684448e+18 0.009685428525392665 0.0023829516668072877 -1848 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_central 3.120272712384119e+18 0.008013002127952171 0.0019714767113166876 -1849 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_district 2.2971711610054246e+18 0.005899239937698374 0.0014514178289147552 -1850 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 7.896118015861719e+17 0.0020277589908260694 0.0004988991095648548 -1851 GBM_grid_1_AutoML_20190416_020809_model_7 supply_area 1.6696219527611102e+20 1.0 0.3696646400715778 -1852 GBM_grid_1_AutoML_20190416_020809_model_7 city 6.963670253003027e+19 0.4170806595760777 0.15417997190300703 -1853 GBM_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 6.681896209129616e+19 0.400204141906468 0.14794132007300914 -1854 GBM_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.983806057044561e+19 0.17871147729641074 0.06606331393143762 -1855 GBM_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.655430312339492e+19 0.1590438067700366 0.05879287158525915 -1856 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 1.8172245498277134e+19 0.10884048013518915 0.040234476914392414 -1857 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 1.785933658363999e+19 0.10696634980215373 0.039541677199383646 -1858 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.629967164305834e+19 0.09762492410993412 0.0360884824331139 -1859 GBM_grid_1_AutoML_20190416_020809_model_7 floor 1.6101817824174932e+19 0.09643990244346519 0.035650421825301634 -1860 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_district 7.067212692355809e+18 0.04232822095246484 0.015647246563263134 -1861 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 4.576211100390916e+18 0.027408666332058473 0.010132014774482367 -1862 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 4.313869825026818e+18 0.02583740479629431 0.009551174944405794 -1863 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 2.315139654904447e+18 0.013866250686724754 0.005125862569250374 -1864 GBM_grid_1_AutoML_20190416_020809_model_7 bathroom_count 2.0969580650467164e+18 0.012559478279372802 0.004642795017631146 -1865 GBM_grid_1_AutoML_20190416_020809_model_7 room_count 1.7897447580804055e+18 0.010719461103878301 0.00396260573072645 -1866 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 6.368449688282071e+17 0.003814306392983364 0.0014100141998849135 -1867 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_central 6.192736735047188e+17 0.00370906523168676 0.0013711102638734895 -1868 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 0.0 0.0 0.0 -1869 GBM_grid_1_AutoML_20190416_021340_model_3 supply_area 1.4549672883420293e+20 1.0 0.35852996467509546 -1870 GBM_grid_1_AutoML_20190416_021340_model_3 city 6.571094464156769e+19 0.45163176635020374 0.1619235212356895 -1871 GBM_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 5.560374557588796e+19 0.38216491890515136 0.13701757487512464 -1872 GBM_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 2.404833140573995e+19 0.16528434418029844 0.05925939008030872 -1873 GBM_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 2.18659437611162e+19 0.15028477915838903 0.05388159656286174 -1874 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 1.764710774973504e+19 0.12128869075705714 0.04348563001261627 -1875 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_district 1.594692302410036e+19 0.1096033096542828 0.03929607073862356 -1876 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 1.328268870225494e+19 0.0912920091653118 0.03273092082115773 -1877 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 1.2950930859782832e+19 0.08901183527322276 0.03191341015617397 -1878 GBM_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.0684248056704008e+19 0.07343290905790033 0.0263278982905185 -1879 GBM_grid_1_AutoML_20190416_021340_model_3 floor 1.0611175613433643e+19 0.07293068166175294 0.02614783471991891 -1880 GBM_grid_1_AutoML_20190416_021340_model_3 room_count 4.930154063854567e+18 0.033884982180407634 0.012148781464157786 -1881 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 3.6304081745210245e+18 0.024951819904198418 0.008945975108831602 -1882 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 2.2657337871050998e+18 0.015572403622125131 0.0055831733205468515 -1883 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 5.121100819411763e+17 0.0035197360521055992 0.0012619308424270804 -1884 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_central 4.760054529796342e+17 0.0032715886933929214 0.0011729625786736058 -1885 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 1.5151680829626778e+17 0.0010413760468039447 0.00037336451727410885 -1886 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.0 0.0 0.0 -1887 GBM_grid_1_AutoML_20190416_015849_model_3 supply_area 1.2313319009082042e+20 1.0 0.282753227274686 -1888 GBM_grid_1_AutoML_20190416_015849_model_3 city 5.441833570170359e+19 0.4419469329233311 0.12496192156822104 -1889 GBM_grid_1_AutoML_20190416_015849_model_3 bathroom_count 5.125683515156857e+19 0.41627147898761185 0.11770210410615388 -1890 GBM_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 3.296467801467781e+19 0.2677156174575171 0.07569745482794822 -1891 GBM_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 3.1993270486653993e+19 0.25982653793876725 0.07346679213379508 -1892 GBM_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.5673103927360356e+19 0.20849865018866498 0.05895366622326084 -1893 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 2.336827466786747e+19 0.18978046983621175 0.05366104031989507 -1894 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 2.336039116949632e+19 0.189716445681836 0.05364293728362179 -1895 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 1.968415425081796e+19 0.15986066986731481 0.04520112031927641 -1896 GBM_grid_1_AutoML_20190416_015849_model_3 floor 1.6627149086763516e+19 0.1350338529725388 0.038181257719320794 -1897 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1109054269699916e+19 0.09021982019231463 0.025509945323518843 -1898 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 7.891200450106491e+18 0.06408670517093003 0.01812072271248177 -1899 GBM_grid_1_AutoML_20190416_015849_model_3 room_count 6.535213991256392e+18 0.05307434970568176 0.0150069436647868 -1900 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.9221648532884685e+18 0.015610452810251408 0.0044139059113177765 -1901 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.6144177334268723e+18 0.013111150066331524 0.0037072199945379514 -1902 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_district 1.5314195863757128e+18 0.012437098277452003 0.0035166296758819917 -1903 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.202133720920752e+18 0.009762873194742084 0.002760483903286848 -1904 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.1943574249333064e+18 0.00969971966171244 0.002742627038008918 -1905 GBM_grid_1_AutoML_20190416_022142_model_17 supply_area 1.8852558862163535e+20 1.0 0.42474741493821905 -1906 GBM_grid_1_AutoML_20190416_022142_model_17 city 6.7710059091003965e+19 0.3591558025944999 0.15255049871207516 -1907 GBM_grid_1_AutoML_20190416_022142_model_17 total_household_count_in_sites 4.077886317281673e+19 0.2163041286382538 0.0918746194795623 -1908 GBM_grid_1_AutoML_20190416_022142_model_17 total_parking_capacity_in_site 2.1782919638102835e+19 0.11554357049016002 0.04907683287842736 -1909 GBM_grid_1_AutoML_20190416_022142_model_17 floor 2.1336860964853645e+19 0.11317753266733474 0.04807186442953627 -1910 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_district 1.847774810258958e+19 0.09801188389165467 0.0416302943162052 -1911 GBM_grid_1_AutoML_20190416_022142_model_17 exclusive_use_area 1.6694354535988068e+19 0.08855219420369023 0.03761231557512457 -1912 GBM_grid_1_AutoML_20190416_022142_model_17 total_household_count_of_area_type 1.2793966778824786e+19 0.06786329045497297 0.028824757189951283 -1913 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_individual 1.1290717779864322e+19 0.05988957712538652 0.02543794306575102 -1914 GBM_grid_1_AutoML_20190416_022142_model_17 apartment_building_count_in_sites 9.860230062383563e+18 0.05230181289698938 0.022215059824578647 -1915 GBM_grid_1_AutoML_20190416_022142_model_17 bathroom_count 8.438688521262203e+18 0.04476150204839499 0.01901233228380757 -1916 GBM_grid_1_AutoML_20190416_022142_model_17 heat_fuel_cogeneration 8.28874812058239e+18 0.04396617022221654 0.01867451714662018 -1917 GBM_grid_1_AutoML_20190416_022142_model_17 room_count 5.733274190421688e+18 0.030411119425958567 0.012917044361553357 -1918 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_stairway 3.572558194859311e+18 0.018949990932155727 0.008048959661535838 -1919 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_central 3.1216875089711596e+18 0.01655842865573163 0.007033149766960939 -1920 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_mixed 2.9519264870553354e+18 0.015657961917200293 0.006650678847531905 -1921 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_corridor 1.267047100718252e+18 0.00672082293964441 0.0028546521698714455 -1922 GBM_grid_1_AutoML_20190416_022142_model_17 heat_fuel_gas 1.228171393217069e+18 0.006514613757191172 0.002767065352687909 -1923 GBM_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 8.419353719238925e+19 1.0 0.17703441568926814 -1924 GBM_grid_1_AutoML_20190416_021340_model_8 city 8.405487558198716e+19 0.9983530611134055 0.17674285082580393 -1925 GBM_grid_1_AutoML_20190416_021340_model_8 supply_area 6.876083156734391e+19 0.8166996406175415 0.14458394367036173 -1926 GBM_grid_1_AutoML_20190416_021340_model_8 room_count 5.534113821870994e+19 0.6573086256282454 0.11636624846561233 -1927 GBM_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 3.85428347539203e+19 0.4577885196324121 0.08104432308237913 -1928 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 3.03469959156408e+19 0.3604432944335785 0.0638108680191634 -1929 GBM_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 2.2657673496975376e+19 0.26911416544004685 0.04764246903238373 -1930 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 1.6950898086538904e+19 0.20133253277867028 0.03564278729971232 -1931 GBM_grid_1_AutoML_20190416_021340_model_8 floor 1.5991216850025316e+19 0.18993401849222766 0.03362485798328617 -1932 GBM_grid_1_AutoML_20190416_021340_model_8 bathroom_count 1.5523714401499611e+19 0.18438130667947386 0.032641836892024406 -1933 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 1.3437988122608534e+19 0.15960830926846095 0.028256163770493985 -1934 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_gas 1.1374016780784632e+19 0.1350937038646334 0.023916234926974398 -1935 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_district 7.244579311078867e+18 0.08604673889071081 0.015233234141484012 -1936 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 5.445378615560634e+18 0.0646769193592317 0.011450040627343498 -1937 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 3.123575645313958e+18 0.037099945547795755 0.006567967182157687 -1938 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_central 1.298653936848208e+18 0.015424627354480611 0.0027306898909251766 -1939 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 8.865362254757888e+17 0.010529742009175594 0.0018641267239531414 -1940 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.027862249069609e+17 0.004784051583277239 0.0008469417766728041 -1941 GBM_grid_1_AutoML_20190416_022142_model_45 supply_area 1.3217046318760434e+20 1.0 0.35414021774565685 -1942 GBM_grid_1_AutoML_20190416_022142_model_45 city 8.109362688559573e+19 0.6135533229575693 0.2172839073907649 -1943 GBM_grid_1_AutoML_20190416_022142_model_45 exclusive_use_area 6.5510837923358966e+19 0.49565414498375554 0.17553106683108455 -1944 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_district 2.2525806868432945e+19 0.1704299608639454 0.060356103450741404 -1945 GBM_grid_1_AutoML_20190416_022142_model_45 bathroom_count 1.2082783966281597e+19 0.09141818584028981 0.03237485623939316 -1946 GBM_grid_1_AutoML_20190416_022142_model_45 total_household_count_in_sites 1.1277597307610071e+19 0.08532615408635222 0.030217422787540242 -1947 GBM_grid_1_AutoML_20190416_022142_model_45 apartment_building_count_in_sites 1.0771183142577373e+19 0.08149463112108964 0.028860526410324668 -1948 GBM_grid_1_AutoML_20190416_022142_model_45 heat_fuel_gas 9.291353741288538e+18 0.0702982611788254 0.024895441521010284 -1949 GBM_grid_1_AutoML_20190416_022142_model_45 total_parking_capacity_in_site 8.069358717201547e+18 0.06105266277040887 0.021621203287464752 -1950 GBM_grid_1_AutoML_20190416_022142_model_45 floor 7.6623404033198e+18 0.057973167518099576 0.020530630168265226 -1951 GBM_grid_1_AutoML_20190416_022142_model_45 total_household_count_of_area_type 3.828066555212595e+18 0.028963101610523914 0.010256999110940523 -1952 GBM_grid_1_AutoML_20190416_022142_model_45 room_count 3.310714173628875e+18 0.025048820241551303 0.008870794654614794 -1953 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_individual 3.1193854065005036e+18 0.023601229285795954 0.008358144478336953 -1954 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_stairway 1.3288538104114708e+18 0.01005409059152104 0.003560557831315821 -1955 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_mixed 6.61906274799059e+17 0.005007974238991212 0.0017735250874609883 -1956 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_corridor 4.220790805616394e+17 0.0031934448165059034 0.00113092724267614 -1957 GBM_grid_1_AutoML_20190416_022142_model_45 heat_fuel_cogeneration 8.87041743126528e+16 0.0006711346254930274 0.00023767576240875057 -1958 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_central 0.0 0.0 0.0 -1959 GBM_grid_1_AutoML_20190416_021340_model_17 supply_area 9.12655238542817e+20 1.0 0.39783364222079587 -1960 GBM_grid_1_AutoML_20190416_021340_model_17 city 5.15447567848552e+20 0.5647779644277688 0.22468767463434638 -1961 GBM_grid_1_AutoML_20190416_021340_model_17 exclusive_use_area 2.94736054511867e+20 0.32294347532859696 0.12847777902141747 -1962 GBM_grid_1_AutoML_20190416_021340_model_17 apartment_building_count_in_sites 1.1683838926477958e+20 0.1280202910480507 0.050930778665812367 -1963 GBM_grid_1_AutoML_20190416_021340_model_17 total_parking_capacity_in_site 7.743644890147324e+19 0.08484742718960499 0.03375516099190434 -1964 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_cogeneration 6.623068818606391e+19 0.07256923029534193 0.028870481201555605 -1965 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_individual 5.494863895587298e+19 0.06020744376990181 0.023952546643783806 -1966 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_in_sites 5.34557528540043e+19 0.05857168248916641 0.023301785775665083 -1967 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_district 4.221253837450641e+19 0.04625244735559147 0.01840077959310057 -1968 GBM_grid_1_AutoML_20190416_021340_model_17 floor 4.2195012159159665e+19 0.046233243811244606 0.018393139777109515 -1969 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_gas 3.79120405350187e+19 0.0415403746496329 0.016526158546079875 -1970 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_of_area_type 3.1622304059535393e+19 0.0346486852034344 0.013784412632644105 -1971 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_stairway 2.088606779453525e+19 0.022884948129901505 0.009104402266552708 -1972 GBM_grid_1_AutoML_20190416_021340_model_17 bathroom_count 1.126640537875094e+19 0.012344645494764647 0.004911115279106758 -1973 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_corridor 1.0532548437419753e+19 0.01154055550509572 0.004591221229843487 -1974 GBM_grid_1_AutoML_20190416_021340_model_17 room_count 4.706574421660271e+18 0.005157012443357013 0.0020516330433186865 -1975 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_mixed 6.160255787173151e+17 0.0006749816937454793 0.00026853042565512584 -1976 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_central 3.642008915547259e+17 0.0003990563754788983 0.00015875805130819963 -1977 GBM_grid_1_AutoML_20190416_020809_model_5 supply_area 3.9641258129067596e+21 1.0 0.27325422040645136 -1978 GBM_grid_1_AutoML_20190416_020809_model_5 city 3.317715714140971e+21 0.8369350194029795 0.22869602625781943 -1979 GBM_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 2.7087876676989034e+21 0.6833253523082914 0.18672153642896588 -1980 GBM_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 7.742977618530659e+20 0.1953262329192573 0.053373717501280594 -1981 GBM_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 5.606837983838145e+20 0.14143945597243393 0.03864892827646004 -1982 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.9203071455794613e+20 0.12412086239945967 0.03391654949114078 -1983 GBM_grid_1_AutoML_20190416_020809_model_5 bathroom_count 4.050766906963043e+20 0.1021856292697419 0.02792265446284598 -1984 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 3.705549810713934e+20 0.09347709900248548 0.025543011813780842 -1985 GBM_grid_1_AutoML_20190416_020809_model_5 room_count 3.3157882438692005e+20 0.08364487910735217 0.02285631623147139 -1986 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 3.301669459037394e+20 0.0832887152140207 0.022758992944462174 -1987 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.165123133085288e+20 0.07984416445058311 0.02181775491094859 -1988 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 3.047464833601629e+20 0.07687608762767865 0.021006715392599372 -1989 GBM_grid_1_AutoML_20190416_020809_model_5 floor 2.7754484716396138e+20 0.07001413685214171 0.01913165838296258 -1990 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 1.4485865145027894e+20 0.036542395041710085 0.009985363668907064 -1991 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 1.0121932521491923e+20 0.025533832676389884 0.006977227541975692 -1992 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 6.231621128690231e+19 0.01572003872430273 0.004295566926368569 -1993 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_central 3.2976062358071804e+19 0.008318621535851702 0.002273098442635474 -1994 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 1.1905408551465517e+19 0.0030032872601325647 0.0008206609189241513 -1995 GBM_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 1.0635831062174892e+20 1.0 0.2803815802909958 -1996 GBM_grid_1_AutoML_20190416_022142_model_2 city 9.45463539615746e+19 0.8889418552144722 0.24924292215184335 -1997 GBM_grid_1_AutoML_20190416_022142_model_2 supply_area 7.072291006711018e+19 0.6649495432343605 0.18643960374582585 -1998 GBM_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 2.270298217213277e+19 0.21345752898307413 0.05984955930128536 -1999 GBM_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 1.5746948247286972e+19 0.1480556446904199 0.04151207562930212 -2000 GBM_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.2065174188051137e+19 0.11343894160710712 0.03180618971433869 -2001 GBM_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.2008193097453273e+19 0.11290319512650994 0.031655976269473515 -2002 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_district 9.246517856131088e+18 0.08693742691170851 0.024375653143937782 -2003 GBM_grid_1_AutoML_20190416_022142_model_2 bathroom_count 8.167983810701427e+18 0.07679685548739036 0.02153242370293374 -2004 GBM_grid_1_AutoML_20190416_022142_model_2 floor 7.933620708217717e+18 0.07459333137052848 0.02091459612883869 -2005 GBM_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 6.922281666652144e+18 0.06508453947966926 0.018248506031821373 -2006 GBM_grid_1_AutoML_20190416_022142_model_2 room_count 4.974849211523662e+18 0.046774428650114046 0.013114688222127408 -2007 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 4.530557453460308e+18 0.0425971174887566 0.01194344711733879 -2008 GBM_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 1.4744511401615688e+18 0.013863055284934755 0.0038869453484514484 -2009 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 8.272072652357632e+17 0.007777551753126566 0.002180682251336632 -2010 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_central 7.945705990274417e+17 0.0074706959369939645 0.0020946455326878895 -2011 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 3.11245731501441e+17 0.0029263884475219863 0.0008205054174615285 -2012 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 0.0 0.0 0.0 -2013 GBM_grid_1_AutoML_20190416_022142_model_36 exclusive_use_area 1.3160031803009086e+20 1.0 0.3366393711841253 -2014 GBM_grid_1_AutoML_20190416_022142_model_36 city 9.241419860517742e+19 0.7022338546632281 0.23639956325803352 -2015 GBM_grid_1_AutoML_20190416_022142_model_36 total_parking_capacity_in_site 3.975360816233421e+19 0.30207835936418037 0.1016914689446899 -2016 GBM_grid_1_AutoML_20190416_022142_model_36 supply_area 3.4257448602244743e+19 0.2603143298970726 0.08763205232676746 -2017 GBM_grid_1_AutoML_20190416_022142_model_36 apartment_building_count_in_sites 1.875483602790541e+19 0.1425136071754557 0.04797569110472685 -2018 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_individual 1.6109036118011281e+19 0.12240879322440464 0.04120761917847119 -2019 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_in_sites 1.3595654791496729e+19 0.10331019708013195 0.03477827978196368 -2020 GBM_grid_1_AutoML_20190416_022142_model_36 bathroom_count 1.2778904569035882e+19 0.09710390339720867 0.032688996979160376 -2021 GBM_grid_1_AutoML_20190416_022142_model_36 floor 9.176588916604535e+18 0.06973075030492158 0.02347411593484605 -2022 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_of_area_type 7.803877236628521e+18 0.059299835695261295 0.01996265939977471 -2023 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_gas 7.574003989876834e+18 0.05755308272237619 0.019374633577368666 -2024 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_stairway 2.409613267375751e+18 0.018310086962136252 0.006163896161260199 -2025 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_cogeneration 1.160433780364673e+18 0.008817864559410379 0.0029684403804666943 -2026 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_corridor 1.0416435061724283e+18 0.007915205082819426 0.002664569661873724 -2027 GBM_grid_1_AutoML_20190416_022142_model_36 room_count 9.597913251153183e+17 0.007293229526207214 0.0024551882016038925 -2028 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_district 8.836416923961917e+17 0.006714586299055478 0.002260394109475579 -2029 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_central 6.501295431929037e+17 0.004940182158558685 0.0016630598153922302 -2030 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_mixed 0.0 0.0 0.0 -2031 DeepLearning_grid_1_AutoML_20190416_022142_model_1 city 1.0 1.0 0.178505869673454 -2032 DeepLearning_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.5029036402702332 0.5029036402702332 0.08977125166838384 -2033 DeepLearning_grid_1_AutoML_20190416_022142_model_1 supply_area 0.4551074504852295 0.4551074504852295 0.0812393512437343 -2034 DeepLearning_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.45126479864120483 0.45126479864120483 0.08055341533446438 -2035 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.3303416669368744 0.3303416669368744 0.05896792654594525 -2036 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.2992936670780182 0.2992936670780182 0.05342567632951885 -2037 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.2988487482070923 0.2988487482070923 0.05334625569953009 -2038 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.2968520224094391 0.2968520224094391 0.05298982842452058 -2039 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.27437475323677063 0.27437475323677063 0.04897750394296908 -2040 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.2586391866207123 0.2586391866207123 0.046168612939365014 -2041 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.24984988570213318 0.24984988570213318 0.044599671135072363 -2042 DeepLearning_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.2481069415807724 0.2481069415807724 0.04428854537889663 -2043 DeepLearning_grid_1_AutoML_20190416_022142_model_1 room_count 0.2393413633108139 0.2393413633108139 0.04272383820662695 -2044 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.20646235346794128 0.20646235346794128 0.036854741960622925 -2045 DeepLearning_grid_1_AutoML_20190416_022142_model_1 floor 0.15503717958927155 0.15503717958927155 0.027675046574302392 -2046 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.1292830854654312 0.1292830854654312 0.02307778960507428 -2047 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.11427837610244751 0.11427837610244751 0.020399360911037456 -2048 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.09207156300544739 0.09207156300544739 0.0164353144264816 -2049 GBM_grid_1_AutoML_20190416_015849_model_13 supply_area 5.887218022889397e+19 1.0 0.15785894400040468 -2050 GBM_grid_1_AutoML_20190416_015849_model_13 city 5.384655007284147e+19 0.9146348897473656 0.14438329784144568 -2051 GBM_grid_1_AutoML_20190416_015849_model_13 apartment_building_count_in_sites 5.13968997388077e+19 0.8730252479010882 0.1378148437193573 -2052 GBM_grid_1_AutoML_20190416_015849_model_13 exclusive_use_area 4.813182519333618e+19 0.8175648499206334 0.12905992386032053 -2053 GBM_grid_1_AutoML_20190416_015849_model_13 total_parking_capacity_in_site 3.728260971053554e+19 0.6332806015605577 0.09996900701829066 -2054 GBM_grid_1_AutoML_20190416_015849_model_13 room_count 3.6345638886693667e+19 0.6173652605591042 0.09745662809439488 -2055 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_cogeneration 3.1538127648336118e+19 0.5357051076708295 0.08456584259254023 -2056 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_in_sites 1.5218002889977889e+19 0.2584922595156247 0.04080531511941508 -2057 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_of_area_type 1.3149295951573156e+19 0.22335330372425366 0.03525831666491234 -2058 GBM_grid_1_AutoML_20190416_015849_model_13 floor 1.2506363124300906e+19 0.21243247788134215 0.033534366629738 -2059 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_corridor 5.943842212012884e+18 0.10096181573203733 0.015937725615822858 -2060 GBM_grid_1_AutoML_20190416_015849_model_13 bathroom_count 4.553891564102877e+18 0.0773521813936129 0.012210733670923485 -2061 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_district 1.1428838567984497e+18 0.019412969799231794 0.003064510912418479 -2062 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_individual 8.670292399316009e+17 0.01472731664702423 0.0023248386538588257 -2063 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_mixed 8.405722413882409e+17 0.014277919352062575 0.0022538972714395405 -2064 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_gas 6.605454917207327e+17 0.01121999370759744 0.0017711763583725172 -2065 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_stairway 4.2647643987797606e+17 0.007244108137661004 0.0011435472608359043 -2066 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_central 2.1894836177915085e+17 0.00371904626137309 0.000587084715509009 -2067 GBM_grid_1_AutoML_20190416_021340_model_11 supply_area 4.1106076425867986e+21 1.0 0.23381469056908838 -2068 GBM_grid_1_AutoML_20190416_021340_model_11 city 3.668224680689729e+21 0.8923801538940654 0.20865158955273638 -2069 GBM_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 2.96656864382001e+21 0.7216861597506186 0.16874082613008456 -2070 GBM_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 9.823395059458648e+20 0.23897671375117674 0.055876266378949005 -2071 GBM_grid_1_AutoML_20190416_021340_model_11 room_count 8.620887515579569e+20 0.20972294767968802 0.049036306116963364 -2072 GBM_grid_1_AutoML_20190416_021340_model_11 bathroom_count 8.507928792675815e+20 0.20697496653613454 0.04839378775619372 -2073 GBM_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 7.126995668434734e+20 0.17338058720558713 0.0405389283481612 -2074 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 5.643181680987304e+20 0.13728339388373392 0.03209887426119953 -2075 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 5.627724834484959e+20 0.13690737048655516 0.03201095446694144 -2076 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 4.8593674612778834e+20 0.11821530741425595 0.027640475523593916 -2077 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.46412029898078e+20 0.10860000970979358 0.02539227766609538 -2078 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.271788447394389e+20 0.10392109436905926 0.024298278523502623 -2079 GBM_grid_1_AutoML_20190416_021340_model_11 floor 3.7823527210154826e+20 0.09201444287286087 0.021514328488205024 -2080 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.7966537208129546e+20 0.04370774048584027 0.01021951181717076 -2081 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.6962155326388725e+20 0.04126435019158012 0.009648211271578808 -2082 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.5649285666266048e+20 0.03807049231392461 0.008901440380193141 -2083 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.392744666034864e+19 0.010686363301924183 0.0024986287287482646 -2084 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.2739340842133619e+19 0.003099138120153149 0.0007246240205944748 -2085 GBM_grid_1_AutoML_20190416_022142_model_15 supply_area 1.5642454620425e+20 1.0 0.3513246477359584 -2086 GBM_grid_1_AutoML_20190416_022142_model_15 city 6.582203489839166e+19 0.4207909595751366 0.1478342356432108 -2087 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 4.888866742524602e+19 0.312538336287772 0.109802420900284 -2088 GBM_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 4.205468368912987e+19 0.2688496448263134 0.09445350676254209 -2089 GBM_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 3.1189430729726493e+19 0.19938961938237723 0.0700504877917205 -2090 GBM_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 2.5240927687923466e+19 0.16136168076182456 0.056690335651730185 -2091 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 1.8699196341493432e+19 0.11954131749295355 0.04199781125810426 -2092 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 1.8047171652571103e+19 0.1153730158756936 0.040533384160763186 -2093 GBM_grid_1_AutoML_20190416_022142_model_15 floor 1.4200918350401372e+19 0.09078446250921926 0.03189481931094978 -2094 GBM_grid_1_AutoML_20190416_022142_model_15 bathroom_count 6.746669868487016e+18 0.04313050625493016 0.015152809916686888 -2095 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 6.029074704130638e+18 0.03854302186217133 0.013541113578406686 -2096 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 2.9123822764844646e+18 0.018618447981186063 0.006541119678380459 -2097 GBM_grid_1_AutoML_20190416_022142_model_15 room_count 2.8597236409732956e+18 0.01828180877212989 0.006422850026844689 -2098 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 2.1272148383367168e+18 0.013598983599154088 0.004777658122539886 -2099 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.7464508005419581e+18 0.011164812958840519 0.003922473979802508 -2100 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_district 1.6198873914581975e+18 0.010355710985046064 0.003638216513876703 -2101 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 3.4170560520493466e+17 0.002184475604990763 0.0007674601224111745 -2102 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 2.9147726834827264e+17 0.0018633729515039072 0.0006546488457878232 -2103 GBM_grid_1_AutoML_20190416_022142_model_35 supply_area 1.1541299998271681e+20 1.0 0.27843526478003516 -2104 GBM_grid_1_AutoML_20190416_022142_model_35 exclusive_use_area 8.80727461565783e+19 0.7631094085568114 0.21247657022765182 -2105 GBM_grid_1_AutoML_20190416_022142_model_35 city 5.592035654617583e+19 0.4845238972607067 0.13490853962603944 -2106 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_cogeneration 3.924810549244094e+19 0.34006659127064 0.09468653138328464 -2107 GBM_grid_1_AutoML_20190416_022142_model_35 apartment_building_count_in_sites 2.8124674008696226e+19 0.24368722772051604 0.0678511177738746 -2108 GBM_grid_1_AutoML_20190416_022142_model_35 total_parking_capacity_in_site 2.2710656763294646e+19 0.19677728476597597 0.054789735386510906 -2109 GBM_grid_1_AutoML_20190416_022142_model_35 floor 1.5685395387340816e+19 0.1359066603388675 0.03784120695682288 -2110 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_in_sites 1.2602998101754511e+19 0.1091991205812328 0.03040488605278254 -2111 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_mixed 8.970038510501233e+18 0.07772121435058878 0.021640326896732058 -2112 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_district 7.016822074454835e+18 0.060797501802271926 0.01692816851228025 -2113 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_of_area_type 5.974175538799968e+18 0.05176345420095315 0.014412771076371613 -2114 GBM_grid_1_AutoML_20190416_022142_model_35 bathroom_count 5.450413279304221e+18 0.047225297671149906 0.013149188261382604 -2115 GBM_grid_1_AutoML_20190416_022142_model_35 room_count 5.060962962211078e+18 0.043850891693041176 0.012209634639392565 -2116 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_central 1.6930697858913403e+18 0.014669662742887533 0.004084551430049707 -2117 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_individual 1.673915331262808e+18 0.014503698296669164 0.004038341075522824 -2118 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_corridor 7.733709840517693e+17 0.006700900108025805 0.0018657668958427314 -2119 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_stairway 1.149834728791081e+17 0.0009962783472947324 0.0002773990254236247 -2120 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_gas 0.0 0.0 0.0 -2121 XGBoost_grid_1_AutoML_20190416_015849_model_5 supply_area 1.1865486163870273e+21 1.0 0.29599679028309933 -2122 XGBoost_grid_1_AutoML_20190416_015849_model_5 city 9.36165647078807e+20 0.7889821235722966 0.2335361761681434 -2123 XGBoost_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 8.118613715512889e+20 0.6842209078826963 0.20252719257786628 -2124 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_district 2.35696713331179e+20 0.19864058672021548 0.05879697608913543 -2125 XGBoost_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 1.956698633352029e+20 0.1649067392881098 0.04881186552533237 -2126 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 1.7378611628180976e+20 0.14646354467209152 0.04335273911642443 -2127 XGBoost_grid_1_AutoML_20190416_015849_model_5 floor 1.163797785667877e+20 0.09808260442050615 0.029032136091076747 -2128 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 9.999475073655348e+19 0.08427362297301545 0.024944721905540635 -2129 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 8.639559510003391e+19 0.07281252020090298 0.02155227227189061 -2130 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 7.088789398588123e+19 0.059742932575093985 0.017683716284327435 -2131 XGBoost_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.1397229631283134e+19 0.02646097192956653 0.007832362758922882 -2132 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 1.842518924775863e+19 0.015528389644802148 0.004596353493126752 -2133 XGBoost_grid_1_AutoML_20190416_015849_model_5 room_count 1.6191205920489865e+19 0.013645632127397495 0.004039063311093599 -2134 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 1.063577718610513e+19 0.00896362529037408 0.002653204315251142 -2135 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_central 7.834079171776086e+18 0.006602408922468267 0.0019542918491871034 -2136 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.161861074149704e+18 0.0051930961690488655 0.0015371397976699237 -2137 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 4.621970300437791e+18 0.003895306299805419 0.0011529981619119401 -2138 GBM_grid_1_AutoML_20190416_022142_model_26 exclusive_use_area 3.833177602028963e+20 1.0 0.2555406049518385 -2139 GBM_grid_1_AutoML_20190416_022142_model_26 city 3.299694912075769e+20 0.8608249485568283 0.21997572811184715 -2140 GBM_grid_1_AutoML_20190416_022142_model_26 supply_area 2.7063917526971423e+20 0.7060439232621534 0.1804228912729801 -2141 GBM_grid_1_AutoML_20190416_022142_model_26 apartment_building_count_in_sites 1.0317252405877958e+20 0.2691566495749341 0.06878045305918866 -2142 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_cogeneration 8.207622084492054e+19 0.2141205792329483 0.054716502349825676 -2143 GBM_grid_1_AutoML_20190416_022142_model_26 room_count 6.949965940074427e+19 0.18131082515967165 0.04633227794561951 -2144 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_in_sites 6.0688437098538074e+19 0.15832409400079636 0.04045823475941524 -2145 GBM_grid_1_AutoML_20190416_022142_model_26 total_parking_capacity_in_site 5.959312560518018e+19 0.15546664358478085 0.03972804015148676 -2146 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_individual 4.229169441561326e+19 0.11033064158891981 0.02819395889635704 -2147 GBM_grid_1_AutoML_20190416_022142_model_26 floor 3.264837050959921e+19 0.08517312240454995 0.02176519122489568 -2148 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_of_area_type 2.1555206381943914e+19 0.05623325767774077 0.014369880685382492 -2149 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_gas 1.4444286453116568e+19 0.03768227813256284 0.009629352149958545 -2150 GBM_grid_1_AutoML_20190416_022142_model_26 bathroom_count 1.0591664779598758e+19 0.027631552407048444 0.007060983617855589 -2151 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_corridor 7.834715789008568e+18 0.020439219369490016 0.005223050482422814 -2152 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_district 5.931086227863241e+18 0.015473027455664513 0.003953986796456916 -2153 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_stairway 4.418604629764342e+18 0.011527262987828956 0.0029456837573487485 -2154 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_central 1.3547939010508227e+18 0.003534388545768681 0.0009031797871205774 -2155 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_mixed 0.0 0.0 0.0 -2156 GBM_5_AutoML_20190416_022142 supply_area 4.7630013364075024e+20 1.0 0.3197686003049693 -2157 GBM_5_AutoML_20190416_022142 city 3.275212922288918e+20 0.6876363643347725 0.2198845177421281 -2158 GBM_5_AutoML_20190416_022142 exclusive_use_area 2.4786654783205487e+20 0.5203999124195259 0.16640755159322038 -2159 GBM_5_AutoML_20190416_022142 total_parking_capacity_in_site 7.80893652943257e+19 0.16394991262636233 0.05242603408065388 -2160 GBM_5_AutoML_20190416_022142 heat_fuel_gas 6.867006468344775e+19 0.14417393536832848 0.046102297513189505 -2161 GBM_5_AutoML_20190416_022142 apartment_building_count_in_sites 6.502994672174183e+19 0.13653144756577104 0.04365846988571791 -2162 GBM_5_AutoML_20190416_022142 total_household_count_in_sites 4.153075760240158e+19 0.08719451175658538 0.027882066978678493 -2163 GBM_5_AutoML_20190416_022142 heat_type_district 3.799996628086869e+19 0.07978155704136375 0.025511636825267952 -2164 GBM_5_AutoML_20190416_022142 heat_type_individual 3.5480886185587376e+19 0.07449270676112987 0.02382042857393502 -2165 GBM_5_AutoML_20190416_022142 floor 2.816970560692342e+19 0.059142762341046165 0.01891199833196578 -2166 GBM_5_AutoML_20190416_022142 room_count 2.2868707161740935e+19 0.04801322852239566 0.015353122880729089 -2167 GBM_5_AutoML_20190416_022142 total_household_count_of_area_type 1.744799828857271e+19 0.03663236068233581 0.011713878701257311 -2168 GBM_5_AutoML_20190416_022142 heat_fuel_cogeneration 1.6540450395890123e+19 0.03472694888716066 0.011104587838509573 -2169 GBM_5_AutoML_20190416_022142 bathroom_count 1.3488853729532707e+19 0.028320071267724407 0.00905586954981721 -2170 GBM_5_AutoML_20190416_022142 front_door_structure_stairway 1.0076388550846185e+19 0.02115554424439089 0.006764878771718724 -2171 GBM_5_AutoML_20190416_022142 front_door_structure_corridor 1.5572853225412362e+18 0.0032695462641121574 0.0010454982325074859 -2172 GBM_5_AutoML_20190416_022142 heat_type_central 8.766722317851034e+17 0.0018405878349938363 0.0005885621957343328 -2173 GBM_5_AutoML_20190416_022142 front_door_structure_mixed 0.0 0.0 0.0 -2174 GBM_grid_1_AutoML_20190416_021340_model_2 city 9.068059422361649e+19 1.0 0.23613663539076796 -2175 GBM_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 7.44104785526244e+19 0.820577756351372 0.19376847046131834 -2176 GBM_grid_1_AutoML_20190416_021340_model_2 bathroom_count 6.546431978541102e+19 0.7219220423719032 0.17047224210013262 -2177 GBM_grid_1_AutoML_20190416_021340_model_2 supply_area 3.1454012809788e+19 0.3468659758914134 0.0819077644785336 -2178 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 2.4078260112248013e+19 0.265528256827161 0.06270094916834151 -2179 GBM_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 2.28634251078811e+19 0.25213139926609174 0.05953746029906124 -2180 GBM_grid_1_AutoML_20190416_021340_model_2 floor 1.998969533803738e+19 0.22044071842695692 0.05205412955246527 -2181 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 1.3824367503725298e+19 0.15245122313198223 0.0359993188915935 -2182 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 1.185871229263387e+19 0.13077453223774127 0.03088065803742174 -2183 GBM_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 1.1295708463142797e+19 0.12456588490463363 0.02941456894585384 -2184 GBM_grid_1_AutoML_20190416_021340_model_2 room_count 4.519257772461654e+18 0.04983709922894039 0.011768364929557821 -2185 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 3.904723131511603e+18 0.04306018465078246 0.01016808712274096 -2186 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 2.980058316685705e+18 0.03286324204423432 0.007760215404357915 -2187 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 2.4179813754968474e+18 0.02666481617372461 0.00629653997457666 -2188 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 1.9675623140098048e+18 0.02169772188697657 0.005123627042035272 -2189 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.735726713880445e+18 0.019141104320514028 0.004519915971909874 -2190 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_district 2.924538751919063e+17 0.003225098795346676 0.000761563978335983 -2191 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 2.801362354044928e+17 0.0030892633402212007 0.0007294882509958796 -2192 GBM_grid_1_AutoML_20190416_022142_model_37 supply_area 4.5936592350189307e+21 1.0 0.2261461599960611 -2193 GBM_grid_1_AutoML_20190416_022142_model_37 city 4.084156876075345e+21 0.8890857303781946 0.20106332383232203 -2194 GBM_grid_1_AutoML_20190416_022142_model_37 exclusive_use_area 3.4889248390500644e+21 0.7595088491660149 0.17176000972192185 -2195 GBM_grid_1_AutoML_20190416_022142_model_37 apartment_building_count_in_sites 1.181536954426694e+21 0.2572104054692304 0.05816714550789633 -2196 GBM_grid_1_AutoML_20190416_022142_model_37 total_parking_capacity_in_site 1.0034734212534868e+21 0.2184475099075022 0.049401065526283136 -2197 GBM_grid_1_AutoML_20190416_022142_model_37 room_count 9.495927071553471e+20 0.20671814311264075 0.04674851426643991 -2198 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_cogeneration 8.055912349700823e+20 0.17537026447865423 0.03965931188934129 -2199 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_in_sites 7.933857762924665e+20 0.17271324138373903 0.039058436319405365 -2200 GBM_grid_1_AutoML_20190416_022142_model_37 bathroom_count 6.571631465635774e+20 0.14305874966819762 0.03235218689130068 -2201 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_individual 6.093438553514133e+20 0.13264890236223675 0.02999803989691228 -2202 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_gas 5.400704358612468e+20 0.11756867634937251 0.02658770469223032 -2203 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_district 4.124527424610071e+20 0.08978740506408228 0.0203050768712531 -2204 GBM_grid_1_AutoML_20190416_022142_model_37 floor 4.044935800976761e+20 0.08805476405696191 0.01991324676084112 -2205 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_of_area_type 3.7170821923534904e+20 0.08091767373637528 0.018299221191295394 -2206 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_stairway 2.117851853611902e+20 0.046103808429385475 0.010426199237499557 -2207 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_corridor 1.6393176530809992e+20 0.035686531569080214 0.008070372077925698 -2208 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_central 3.809605040299678e+19 0.008293181634497054 0.0018754711807913661 -2209 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_mixed 3.4229921778887557e+18 0.0007451558774308276 0.00016851414027947725 -2210 GBM_5_AutoML_20190416_021340 city 3.510466893073917e+20 1.0 0.23436357978385883 -2211 GBM_5_AutoML_20190416_021340 supply_area 3.444496195407357e+20 0.9812074291893427 0.2299592856153315 -2212 GBM_5_AutoML_20190416_021340 exclusive_use_area 3.1004577756232234e+20 0.8832038216171092 0.2069908093129704 -2213 GBM_5_AutoML_20190416_021340 apartment_building_count_in_sites 1.0590519748189592e+20 0.30168407994630236 0.07070376094001528 -2214 GBM_5_AutoML_20190416_021340 heat_fuel_cogeneration 6.309072047164726e+19 0.1797217361488981 0.0421202294488259 -2215 GBM_5_AutoML_20190416_021340 total_parking_capacity_in_site 5.874645327328104e+19 0.16734655264570833 0.039219937142536195 -2216 GBM_5_AutoML_20190416_021340 room_count 4.96443353787374e+19 0.14141804179006703 0.033143238519943455 -2217 GBM_5_AutoML_20190416_021340 heat_type_individual 4.813595056096359e+19 0.13712122070125454 0.032136220147878584 -2218 GBM_5_AutoML_20190416_021340 total_household_count_in_sites 3.86131375274003e+19 0.10999430760501765 0.02577865968615886 -2219 GBM_5_AutoML_20190416_021340 heat_fuel_gas 3.7726975135877956e+19 0.10746996420992475 0.02518704553148115 -2220 GBM_5_AutoML_20190416_021340 floor 2.7759264513344406e+19 0.07907570519497818 0.01853246534342817 -2221 GBM_5_AutoML_20190416_021340 bathroom_count 2.5544841497933775e+19 0.07276764680029671 0.017054086196564996 -2222 GBM_5_AutoML_20190416_021340 total_household_count_of_area_type 2.0879862150908084e+19 0.05947887499552737 0.013939682065468443 -2223 GBM_5_AutoML_20190416_021340 front_door_structure_stairway 9.028104269319897e+18 0.025717673871621383 0.006027286112266999 -2224 GBM_5_AutoML_20190416_021340 heat_type_district 4.0336738552171725e+18 0.01149041987313862 0.00269293593468836 -2225 GBM_5_AutoML_20190416_021340 front_door_structure_corridor 2.725493337309053e+18 0.007763905543978775 0.0018195766963906134 -2226 GBM_5_AutoML_20190416_021340 heat_type_central 4.9609755050849075e+17 0.0014131953544050837 0.0003312015221922945 -2227 GBM_5_AutoML_20190416_021340 front_door_structure_mixed 0.0 0.0 0.0 -2228 GBM_grid_1_AutoML_20190416_021340_model_15 supply_area 3.385106030852571e+20 1.0 0.23516244512971154 -2229 GBM_grid_1_AutoML_20190416_021340_model_15 exclusive_use_area 3.315208053573456e+20 0.9793513182033146 0.23030665062969763 -2230 GBM_grid_1_AutoML_20190416_021340_model_15 city 3.033644764088857e+20 0.8961742221483102 0.21074652134261393 -2231 GBM_grid_1_AutoML_20190416_021340_model_15 apartment_building_count_in_sites 9.231277965263136e+19 0.2727027715270163 0.06412945054594223 -2232 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_gas 7.214346149801073e+19 0.21312024155367656 0.050117877110397335 -2233 GBM_grid_1_AutoML_20190416_021340_model_15 total_parking_capacity_in_site 4.562937191289009e+19 0.13479451307289744 0.031698607284291434 -2234 GBM_grid_1_AutoML_20190416_021340_model_15 bathroom_count 4.194995300756095e+19 0.12392507834383981 0.029142524436228435 -2235 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_cogeneration 4.0744813496727765e+19 0.12036495496853254 0.028305317118327733 -2236 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_in_sites 3.9014278951631585e+19 0.11525275307788652 0.02710311922172668 -2237 GBM_grid_1_AutoML_20190416_021340_model_15 room_count 3.4210237771971297e+19 0.10106105232796836 0.023765764172826765 -2238 GBM_grid_1_AutoML_20190416_021340_model_15 floor 3.003428821163154e+19 0.08872480784321878 0.020864742756075135 -2239 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_individual 2.310147597236437e+19 0.06824446785953717 0.01604853592842477 -2240 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_of_area_type 1.9494017904049914e+19 0.05758761387790314 0.013542444088713412 -2241 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_district 1.3719628026063356e+19 0.040529389333804525 0.009530990295351522 -2242 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_stairway 7.113431213385187e+18 0.02101390960446105 0.004941682364319791 -2243 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_mixed 3.022983800389894e+18 0.008930248485092584 0.0021000590693702743 -2244 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_corridor 2.2649928537069322e+18 0.006691054380758857 0.0015734847086751208 -2245 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_central 1.3240063385225134e+18 0.003911269917264748 0.0009197837973062627 -2246 GBM_grid_1_AutoML_20190416_021340_model_4 city 3.7603826842895416e+21 1.0 0.2808971970926132 -2247 GBM_grid_1_AutoML_20190416_021340_model_4 supply_area 3.542755239496117e+21 0.9421262506864932 0.2646406231252086 -2248 GBM_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 2.4054986617681483e+21 0.6396951756580661 0.1796885818360176 -2249 GBM_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 5.749995101462022e+20 0.15290983881733258 0.042951945131671984 -2250 GBM_grid_1_AutoML_20190416_021340_model_4 bathroom_count 5.1755127664011536e+20 0.1376326081923488 0.03866061386977661 -2251 GBM_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 4.44863354576216e+20 0.11830268138261708 0.03323089160891761 -2252 GBM_grid_1_AutoML_20190416_021340_model_4 room_count 3.3335415743377834e+20 0.08864899809971329 0.024901255091277857 -2253 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 2.954714606650817e+20 0.07857483811409101 0.022071451788253996 -2254 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 2.9191560487648205e+20 0.07762922802938989 0.02180583256591894 -2255 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 2.5033131864999382e+20 0.06657070294889136 0.018699523866828546 -2256 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_district 2.4747631796121764e+20 0.06581147152792348 0.018486257888734023 -2257 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 2.40780767137085e+20 0.06403092114614826 0.017986106277211183 -2258 GBM_grid_1_AutoML_20190416_021340_model_4 floor 1.6218927687258656e+20 0.04313105619547585 0.012115392792953157 -2259 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 1.18584466506246e+20 0.03153521236061389 0.008858152761816772 -2260 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 1.0724540539913162e+20 0.028519811520032506 0.00801113511758675 -2261 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 7.583189200064112e+19 0.020166003932913075 0.0056645739813138965 -2262 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_central 1.345452257846703e+19 0.0035779663156833797 0.0010050407093672453 -2263 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 4.356471502556627e+18 0.001158518126561288 0.0003254244945320511 -2264 GBM_grid_1_AutoML_20190416_022142_model_13 supply_area 4.58095915443849e+20 1.0 0.2765751415246082 -2265 GBM_grid_1_AutoML_20190416_022142_model_13 city 3.1975011996563145e+20 0.6979981903043725 0.19304894826735225 -2266 GBM_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 1.7090960034950126e+20 0.3730869335167658 0.1031865714383816 -2267 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 1.3903331570101938e+20 0.3035026312476723 0.08394128319041595 -2268 GBM_grid_1_AutoML_20190416_022142_model_13 room_count 1.0100846527299086e+20 0.2204963237341328 0.06098380194242361 -2269 GBM_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 8.416957663499675e+19 0.18373788937507743 0.050817332757344846 -2270 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 8.14419697614612e+19 0.17778366280029392 0.049170541699754516 -2271 GBM_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 5.4057546354211684e+19 0.11800486433465651 0.032637212053949816 -2272 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 4.408146185112099e+19 0.09622758109163772 0.026614156858990413 -2273 GBM_grid_1_AutoML_20190416_022142_model_13 bathroom_count 4.255359808534951e+19 0.09289233248045736 0.025691710002333456 -2274 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_district 4.12719281671766e+19 0.09009451247166926 0.024917902537442506 -2275 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 3.470204492502899e+19 0.07575279271243052 0.02095133936532478 -2276 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 3.210607158357079e+19 0.07008591541896467 0.019384021975881873 -2277 GBM_grid_1_AutoML_20190416_022142_model_13 floor 3.0340515394106687e+19 0.06623179637982533 0.018318068457179225 -2278 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.4786541333099053e+19 0.03227826495412511 0.008927365697855955 -2279 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 6.553079955696124e+18 0.014305039042635529 0.003956418197731968 -2280 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.454550529454637e+18 0.0031752095585600745 0.0008781840330290414 -2281 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 0.0 0.0 0.0 -2282 GBM_grid_1_AutoML_20190416_015849_model_1 supply_area 5.330900745819295e+21 1.0 0.22625258845673918 -2283 GBM_grid_1_AutoML_20190416_015849_model_1 city 5.036137898408082e+21 0.9447067462956654 0.2137423466819383 -2284 GBM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 3.4335207120092225e+21 0.644078904433163 0.14572451929838387 -2285 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.4081338808279803e+21 0.2641455821386836 0.05976362168828939 -2286 GBM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 1.2781668917189972e+21 0.23976565174682474 0.05424759933073618 -2287 GBM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.1527579676453781e+21 0.21624074853567982 0.048925029086020394 -2288 GBM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 1.1291198398387055e+21 0.21180657710129128 0.047921786321329055 -2289 GBM_grid_1_AutoML_20190416_015849_model_1 room_count 9.056522818597442e+20 0.16988729016761248 0.03843743914632346 -2290 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 6.829400619807859e+20 0.12810969375416992 0.0289851498182811 -2291 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 6.53833930907788e+20 0.12264980386673878 0.02774983559856103 -2292 GBM_grid_1_AutoML_20190416_015849_model_1 floor 6.356077224783312e+20 0.11923083035766521 0.02697628399226811 -2293 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 5.228164420013486e+20 0.09807281488243093 0.02218922822438861 -2294 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 4.6438343310486746e+20 0.08711162620483143 0.019709230913519022 -2295 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 4.045058946279072e+20 0.07587946463740428 0.017167925284924324 -2296 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 2.2603390607912075e+20 0.042400696778379446 0.009593267398477672 -2297 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 2.078297582509637e+20 0.038985861519547534 0.008820652082013613 -2298 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 6.840909779761837e+19 0.012832558897531062 0.0029033996670899623 -2299 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 2.0972218928618013e+19 0.003934085425444333 0.0008900970107167124 -2300 GBM_5_AutoML_20190416_020809 supply_area 5.210785099420208e+20 1.0 0.3477745722857248 -2301 GBM_5_AutoML_20190416_020809 city 3.368282623338296e+20 0.646405975121307 0.2248035615207494 -2302 GBM_5_AutoML_20190416_020809 exclusive_use_area 2.3911980089170146e+20 0.4588939983694737 0.1595916640074298 -2303 GBM_5_AutoML_20190416_020809 heat_fuel_gas 7.820231592482387e+19 0.15007779908928745 0.05219324238785988 -2304 GBM_5_AutoML_20190416_020809 total_parking_capacity_in_site 7.530459261223882e+19 0.14451678811436264 0.050259264174579175 -2305 GBM_5_AutoML_20190416_020809 apartment_building_count_in_sites 4.8376857956655825e+19 0.09283986392384251 0.032287343967179215 -2306 GBM_5_AutoML_20190416_020809 total_household_count_in_sites 4.719060365754132e+19 0.09056332732430687 0.03149562242498291 -2307 GBM_5_AutoML_20190416_020809 heat_type_individual 3.273506700144935e+19 0.06282175598662033 0.021847809318485057 -2308 GBM_5_AutoML_20190416_020809 floor 2.5164362096211657e+19 0.04829284189634234 0.016795022434962587 -2309 GBM_5_AutoML_20190416_020809 front_door_structure_stairway 2.1651695124351025e+19 0.041551694631889846 0.014450622828352537 -2310 GBM_5_AutoML_20190416_020809 heat_fuel_cogeneration 2.122593343575058e+19 0.04073461682024143 0.014166463941882352 -2311 GBM_5_AutoML_20190416_020809 heat_type_district 1.977114321276109e+19 0.03794273384055116 0.013195518032748776 -2312 GBM_5_AutoML_20190416_020809 total_household_count_of_area_type 1.6802796069300732e+19 0.03224618891147582 0.011214404556533183 -2313 GBM_5_AutoML_20190416_020809 bathroom_count 1.0432203707734032e+19 0.02002040673082987 0.006962588387800604 -2314 GBM_5_AutoML_20190416_020809 front_door_structure_corridor 3.3114395764253e+18 0.006354972452795561 0.0022100978266585396 -2315 GBM_5_AutoML_20190416_020809 room_count 6.030973148394947e+17 0.0011574020101243476 0.00040251498903363307 -2316 GBM_5_AutoML_20190416_020809 heat_type_central 5.239438163532841e+17 0.0010054987998096144 0.00034968691503759825 -2317 GBM_5_AutoML_20190416_020809 front_door_structure_mixed 0.0 0.0 0.0 -2318 GBM_5_AutoML_20190416_015849 supply_area 3.5811737590673546e+20 1.0 0.2425989195567782 -2319 GBM_5_AutoML_20190416_015849 city 3.464669155144489e+20 0.9674674808425919 0.23470656555873082 -2320 GBM_5_AutoML_20190416_015849 exclusive_use_area 3.261974098603053e+20 0.9108673072184493 0.22097542459078776 -2321 GBM_5_AutoML_20190416_015849 total_parking_capacity_in_site 7.203043610072187e+19 0.2011363897614417 0.04879547083967678 -2322 GBM_5_AutoML_20190416_015849 apartment_building_count_in_sites 6.176827626426991e+19 0.1724805340926999 0.04184359121546504 -2323 GBM_5_AutoML_20190416_015849 total_household_count_in_sites 5.3229372205938246e+19 0.14863666436503986 0.03605909418148214 -2324 GBM_5_AutoML_20190416_015849 heat_fuel_cogeneration 5.229796271190966e+19 0.14603581459708234 0.035428130837846156 -2325 GBM_5_AutoML_20190416_015849 heat_type_individual 3.7780275061546025e+19 0.1054969057725508 0.025593435357004063 -2326 GBM_5_AutoML_20190416_015849 heat_fuel_gas 3.3768698091512267e+19 0.09429505621170041 0.022875878756504188 -2327 GBM_5_AutoML_20190416_015849 room_count 3.266148768331858e+19 0.09120330338795014 0.022125822861925753 -2328 GBM_5_AutoML_20190416_015849 floor 2.749247241491107e+19 0.07676944561905574 0.01862418456215576 -2329 GBM_5_AutoML_20190416_015849 total_household_count_of_area_type 2.0945566766760722e+19 0.05848799353487829 0.014189124038605302 -2330 GBM_5_AutoML_20190416_015849 heat_type_district 1.8176799675439383e+19 0.05075654212370072 0.012313482279647894 -2331 GBM_5_AutoML_20190416_015849 front_door_structure_stairway 1.2777031001222152e+19 0.035678333029419036 0.00865552504452397 -2332 GBM_5_AutoML_20190416_015849 bathroom_count 1.2704203749044781e+19 0.03547497162593233 0.008606189787758546 -2333 GBM_5_AutoML_20190416_015849 front_door_structure_corridor 8.993240954626376e+18 0.025112551246238568 0.006092277799651701 -2334 GBM_5_AutoML_20190416_015849 heat_type_central 7.630070561678295e+17 0.0021306060735978905 0.0005168827314559577 -2335 GBM_5_AutoML_20190416_015849 front_door_structure_mixed 0.0 0.0 0.0 -2336 DeepLearning_1_AutoML_20190416_021340 city 1.0 1.0 0.07917597694267801 -2337 DeepLearning_1_AutoML_20190416_021340 heat_type_central 0.9536337852478027 0.9536337852478027 0.07550488659253878 -2338 DeepLearning_1_AutoML_20190416_021340 front_door_structure_stairway 0.9485752582550049 0.9485752582550049 0.0751043727759931 -2339 DeepLearning_1_AutoML_20190416_021340 front_door_structure_corridor 0.8994131684303284 0.8994131684303284 0.07121191628558066 -2340 DeepLearning_1_AutoML_20190416_021340 total_household_count_of_area_type 0.8682571649551392 0.8682571649551392 0.06874510927280307 -2341 DeepLearning_1_AutoML_20190416_021340 supply_area 0.8248660564422607 0.8248660564422607 0.06530957586567017 -2342 DeepLearning_1_AutoML_20190416_021340 floor 0.816993236541748 0.816993236541748 0.06468623765875332 -2343 DeepLearning_1_AutoML_20190416_021340 front_door_structure_mixed 0.753852903842926 0.753852903842926 0.05968704013283837 -2344 DeepLearning_1_AutoML_20190416_021340 exclusive_use_area 0.7090346217155457 0.7090346217155457 0.056138508860510465 -2345 DeepLearning_1_AutoML_20190416_021340 room_count 0.6656375527381897 0.6656375527381897 0.052702503527779526 -2346 DeepLearning_1_AutoML_20190416_021340 apartment_building_count_in_sites 0.6462345719337463 0.6462345719337463 0.051166253566987695 -2347 DeepLearning_1_AutoML_20190416_021340 total_parking_capacity_in_site 0.590965211391449 0.590965211391449 0.0467902479510542 -2348 DeepLearning_1_AutoML_20190416_021340 heat_type_individual 0.5707792043685913 0.5707792043685913 0.045192001124447684 -2349 DeepLearning_1_AutoML_20190416_021340 heat_fuel_gas 0.5197930335998535 0.5197930335998535 0.04115512124326666 -2350 DeepLearning_1_AutoML_20190416_021340 total_household_count_in_sites 0.49679240584373474 0.49679240584373474 0.03933402407038108 -2351 DeepLearning_1_AutoML_20190416_021340 bathroom_count 0.49193498492240906 0.49193498492240906 0.038949433023513315 -2352 DeepLearning_1_AutoML_20190416_021340 heat_fuel_cogeneration 0.4918498992919922 0.4918498992919922 0.03894269628560127 -2353 DeepLearning_1_AutoML_20190416_021340 heat_type_district 0.38148054480552673 0.38148054480552673 0.03020409481960263 -2354 GBM_grid_1_AutoML_20190416_022142_model_9 city 9.911826404735556e+19 1.0 0.23742786730368545 -2355 GBM_grid_1_AutoML_20190416_022142_model_9 supply_area 7.340296526176767e+19 0.7405594313748076 0.1758294464029506 -2356 GBM_grid_1_AutoML_20190416_022142_model_9 room_count 5.195400468841575e+19 0.5241617696572428 0.12445061109184478 -2357 GBM_grid_1_AutoML_20190416_022142_model_9 bathroom_count 4.594704721043364e+19 0.463557828136312 0.11006154650633292 -2358 GBM_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.3288296192063046e+19 0.23495464146685052 0.05578477943657638 -2359 GBM_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.308472161418032e+19 0.23290078610689924 0.05529713693871291 -2360 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_district 1.67945651252552e+19 0.16943966166751356 0.040229697506375776 -2361 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.6312942748405596e+19 0.1645805937502274 0.039076019373690755 -2362 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.5809333437535355e+19 0.1594997005797252 0.03786967374422056 -2363 GBM_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 1.4974417083960394e+19 0.15107626458032086 0.0358697152995129 -2364 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 1.310534297425281e+19 0.13221925444529067 0.03139253559942869 -2365 GBM_grid_1_AutoML_20190416_022142_model_9 floor 1.0087998294123872e+19 0.10177739078747532 0.02416478883440403 -2366 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 4.412864629311537e+18 0.04452120577094864 0.010570574935984869 -2367 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 3.307285621495562e+18 0.033367065628948527 0.007922271230463355 -2368 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 2.4951525232376545e+18 0.025173488934850087 0.005976887790394381 -2369 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 2.1149662788032922e+18 0.021337805894106745 0.005066189746377774 -2370 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_central 7.022231671663493e+17 0.007084700018866849 0.0016821052159659363 -2371 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 5.544598682290094e+17 0.005593922306428875 0.0013281530430779209 -2372 DeepLearning_grid_1_AutoML_20190416_015849_model_3 city 1.0 1.0 0.10588649944601221 -2373 DeepLearning_grid_1_AutoML_20190416_015849_model_3 supply_area 0.6622630953788757 0.6622630953788757 0.07012472088194965 -2374 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 0.6041501760482788 0.6041501760482788 0.06397134728144425 -2375 DeepLearning_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 0.6031635403633118 0.6031635403633118 0.06386687588253458 -2376 DeepLearning_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 0.5966374278068542 0.5966374278068542 0.06317584866894062 -2377 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 0.571448028087616 0.571448028087616 0.06050863130952412 -2378 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 0.5541250109672546 0.5541250109672546 0.05867435766680572 -2379 DeepLearning_grid_1_AutoML_20190416_015849_model_3 room_count 0.5160220861434937 0.5160220861434937 0.054639772338563104 -2380 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 0.49915698170661926 0.49915698170661926 0.05285398546695107 -2381 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_district 0.4731612205505371 0.4731612205505371 0.05010138531769891 -2382 DeepLearning_grid_1_AutoML_20190416_015849_model_3 bathroom_count 0.46317997574806213 0.46317997574806213 0.04904450624545113 -2383 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 0.462480366230011 0.462480366230011 0.04897042704260558 -2384 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 0.4621308445930481 0.4621308445930481 0.04893341741998694 -2385 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 0.4467972218990326 0.4467972218990326 0.04730979378909171 -2386 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_central 0.41894832253456116 0.41894832253456116 0.04436097132196355 -2387 DeepLearning_grid_1_AutoML_20190416_015849_model_3 floor 0.3929085433483124 0.3929085433483124 0.041603710257584546 -2388 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 0.3895597457885742 0.3895597457885742 0.04124911780663052 -2389 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 0.32794201374053955 0.32794201374053955 0.03472463185626177 -2390 GBM_grid_1_AutoML_20190416_022142_model_33 exclusive_use_area 2.836111079010992e+20 1.0 0.18629248248108676 -2391 GBM_grid_1_AutoML_20190416_022142_model_33 city 2.7316242251406482e+20 0.9631584056620305 0.17942917041330525 -2392 GBM_grid_1_AutoML_20190416_022142_model_33 supply_area 2.094410089785857e+20 0.7384795698891382 0.13757319233621276 -2393 GBM_grid_1_AutoML_20190416_022142_model_33 apartment_building_count_in_sites 1.2795030886178148e+20 0.451147029496462 0.08404530008886398 -2394 GBM_grid_1_AutoML_20190416_022142_model_33 total_parking_capacity_in_site 1.106753539122114e+20 0.3902363159584218 0.07269809205416812 -2395 GBM_grid_1_AutoML_20190416_022142_model_33 room_count 8.140466553095402e+19 0.2870291863157258 0.053471379663282935 -2396 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_cogeneration 7.388967068087248e+19 0.26053165275402146 0.04853508835644711 -2397 GBM_grid_1_AutoML_20190416_022142_model_33 bathroom_count 7.122421260258535e+19 0.2511333675528063 0.04678425847524748 -2398 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_in_sites 6.548460797396674e+19 0.23089577999463448 0.0430141480496073 -2399 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_of_area_type 3.971571899164105e+19 0.140035837402711 0.02608762378606885 -2400 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_individual 3.873859620217605e+19 0.13659054643122429 0.025445791978120916 -2401 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_gas 3.828268150669548e+19 0.13498301173748598 0.025146320349349934 -2402 GBM_grid_1_AutoML_20190416_022142_model_33 floor 3.4830527256781128e+19 0.12281087124742385 0.022878742080347708 -2403 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_district 2.9552315090572673e+19 0.10420013274260805 0.019411701403479226 -2404 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_corridor 1.9350448073741435e+19 0.06822880886770245 0.012710514180691876 -2405 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_stairway 1.741563636283238e+19 0.061406749868575514 0.01143961587411208 -2406 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_mixed 4.2164767343058616e+18 0.014867107164844299 0.002769630301051196 -2407 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_central 3.451194926019117e+18 0.01216875795719051 0.002266948128556498 -2408 GBM_grid_1_AutoML_20190416_021340_model_16 exclusive_use_area 1.4002208451764578e+20 1.0 0.3222670832494813 -2409 GBM_grid_1_AutoML_20190416_021340_model_16 city 7.2501937473037795e+19 0.5177893024717897 0.1668664482453671 -2410 GBM_grid_1_AutoML_20190416_021340_model_16 apartment_building_count_in_sites 5.840061288588037e+19 0.41708144173871836 0.1344116197066252 -2411 GBM_grid_1_AutoML_20190416_021340_model_16 supply_area 2.8369508859922874e+19 0.20260738838199277 0.06529369209865965 -2412 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_of_area_type 2.765691537396125e+19 0.1975182377068232 0.06365362635435563 -2413 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_in_sites 2.3945300569147572e+19 0.17101088483031368 0.05511117905817816 -2414 GBM_grid_1_AutoML_20190416_021340_model_16 bathroom_count 2.3058289354648584e+19 0.16467608973313597 0.05306968311922758 -2415 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_gas 1.7899563316053803e+19 0.12783385833538333 0.041196644666271376 -2416 GBM_grid_1_AutoML_20190416_021340_model_16 total_parking_capacity_in_site 1.6668209248991183e+19 0.11903985936511774 0.03836262826802494 -2417 GBM_grid_1_AutoML_20190416_021340_model_16 floor 1.2103352530302403e+19 0.08643888263766793 0.02785640658698547 -2418 GBM_grid_1_AutoML_20190416_021340_model_16 room_count 5.340218024945254e+18 0.03813839826297025 0.012290750368014504 -2419 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_individual 3.374144724557365e+18 0.0240972324914371 0.007765744829400064 -2420 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_district 1.4072911832306156e+18 0.010050494449347145 0.0032389435314062057 -2421 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_cogeneration 1.23718175356774e+18 0.008835618737070212 0.0028474290791000827 -2422 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_central 9.237517391385068e+17 0.006597186024766645 0.0021260558978557866 -2423 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_corridor 6.286921588277248e+17 0.004489950003197503 0.0014469630914664587 -2424 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_stairway 5.7345441263517696e+17 0.00409545690317808 0.001319830950761153 -2425 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_mixed 3.802971576698143e+17 0.0027159798326091104 0.0008752708988193523 -2426 GBM_grid_1_AutoML_20190416_022142_model_1 supply_area 4.740829552492004e+20 1.0 0.2835997702157541 -2427 GBM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 3.5226639075022314e+20 0.7430479979290866 0.21072824147196512 -2428 GBM_grid_1_AutoML_20190416_022142_model_1 city 3.406374280092828e+20 0.7185186141742381 0.203771713875556 -2429 GBM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 8.511279048586114e+19 0.179531429138012 0.050915072050046147 -2430 GBM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 6.146869013202652e+19 0.1296580892677647 0.0367710043229518 -2431 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 6.062647302124313e+19 0.12788157083052057 0.03626718410236531 -2432 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 5.571186715131694e+19 0.11751501827782894 0.03332723218049243 -2433 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 5.246874765402885e+19 0.1106741912424352 0.031387175205169045 -2434 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 5.093699601514155e+19 0.10744321315742444 0.03047087056268786 -2435 GBM_grid_1_AutoML_20190416_022142_model_1 floor 3.436244316660433e+19 0.07248192069791205 0.020555856054724368 -2436 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 2.6060558630849085e+19 0.054970461060238764 0.015589610125337772 -2437 GBM_grid_1_AutoML_20190416_022142_model_1 room_count 2.558089008616204e+19 0.053958679178236886 0.015302669016093576 -2438 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 2.118918995617356e+19 0.04469511025773015 0.012675522998860066 -2439 GBM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.5464996082529862e+19 0.03262086500114886 0.009251269818564951 -2440 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 9.91659102842336e+18 0.02091741733935727 0.005932174750948752 -2441 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 5.031426781354131e+18 0.01061296704647265 0.003009835015687014 -2442 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 7.43552297425961e+17 0.001568401245379334 0.0004447982327956817 -2443 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0 0.0 0.0 -2444 DeepLearning_grid_1_AutoML_20190416_021340_model_2 city 1.0 1.0 0.09779695506860485 -2445 DeepLearning_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 0.6388648748397827 0.6388648748397827 0.06247903945961609 -2446 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 0.6313660144805908 0.6313660144805908 0.06174567375000246 -2447 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 0.6248090863227844 0.6248090863227844 0.061104426141565395 -2448 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 0.6158559322357178 0.6158559322357178 0.06022883493359024 -2449 DeepLearning_grid_1_AutoML_20190416_021340_model_2 supply_area 0.5926145315170288 0.5926145315170288 0.057955896711773175 -2450 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 0.5540794730186462 0.5540794730186462 0.0541872853272408 -2451 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_district 0.5533953309059143 0.5533953309059143 0.05412037831178141 -2452 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 0.5470019578933716 0.5470019578933716 0.05349512589853694 -2453 DeepLearning_grid_1_AutoML_20190416_021340_model_2 room_count 0.5402866005897522 0.5402866005897522 0.052838384402045246 -2454 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_central 0.5360711216926575 0.5360711216926575 0.05242612340175342 -2455 DeepLearning_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 0.5242023468017578 0.5242023468017578 0.051265393357028725 -2456 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 0.5206319689750671 0.5206319689750671 0.05091622127713391 -2457 DeepLearning_grid_1_AutoML_20190416_021340_model_2 floor 0.4796963334083557 0.4796963334083557 0.04691284076491145 -2458 DeepLearning_grid_1_AutoML_20190416_021340_model_2 bathroom_count 0.4788256883621216 0.4788256883621216 0.04682769433044419 -2459 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 0.4677640497684479 0.4677640497684479 0.04574589975791354 -2460 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 0.46310484409332275 0.46310484409332275 0.04529024362984794 -2461 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 0.4566970765590668 0.4566970765590668 0.04466358347621024 -2462 GBM_grid_1_AutoML_20190416_022142_model_29 supply_area 1.3104308553713399e+20 1.0 0.35416761280155173 -2463 GBM_grid_1_AutoML_20190416_022142_model_29 exclusive_use_area 4.9797378601230795e+19 0.38000767760554294 0.13458641202381683 -2464 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_in_sites 4.649200915362454e+19 0.35478414571099204 0.12565305394629994 -2465 GBM_grid_1_AutoML_20190416_022142_model_29 city 3.4976826074949747e+19 0.26691088607676505 0.0945311913525548 -2466 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_gas 3.4539053321327477e+19 0.26357020807129933 0.09334803139822036 -2467 GBM_grid_1_AutoML_20190416_022142_model_29 apartment_building_count_in_sites 1.8687572304564584e+19 0.14260632087504566 0.05050654023472702 -2468 GBM_grid_1_AutoML_20190416_022142_model_29 total_parking_capacity_in_site 1.649005428043101e+19 0.1258368895454479 0.044567350772683825 -2469 GBM_grid_1_AutoML_20190416_022142_model_29 floor 1.1355618652717056e+19 0.08665561106235695 0.0306906109058147 -2470 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_of_area_type 7.248772298671391e+18 0.05531594642295941 0.01959111669447807 -2471 GBM_grid_1_AutoML_20190416_022142_model_29 room_count 3.664808869697159e+18 0.02796644214134178 0.009904808051751734 -2472 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_stairway 3.4811654139690353e+18 0.02656504461643319 0.009408478435768856 -2473 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_individual 3.083256828801319e+18 0.023528573187691075 0.008333058598511144 -2474 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_central 2.484291272500576e+18 0.01895782034067411 0.006714245973977251 -2475 GBM_grid_1_AutoML_20190416_022142_model_29 bathroom_count 1.9547585011043533e+18 0.01491691448726174 0.005283087994318374 -2476 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_cogeneration 1.543549810970198e+18 0.011778948920832597 0.004171722220602695 -2477 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_mixed 1.4927850842378732e+18 0.011391559334237892 0.004034521375494269 -2478 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_corridor 8.435676546596864e+17 0.0064373305253152225 0.0022798939849654515 -2479 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_district 8.244641211634156e+17 0.0062915499721638134 0.0022282632344629272 -2480 GBM_grid_1_AutoML_20190416_015849_model_5 supply_area 4.3020933803931976e+21 1.0 0.3216625664438349 -2481 GBM_grid_1_AutoML_20190416_015849_model_5 city 3.263800026776975e+21 0.7586539245409578 0.24403056841053195 -2482 GBM_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 2.6559255411727354e+21 0.6173565532717452 0.19858049333630964 -2483 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 8.746523167746928e+20 0.20330853829461795 0.0653967462077915 -2484 GBM_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 7.308864391449349e+20 0.16989088207056402 0.05464753714222452 -2485 GBM_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.293945433832733e+20 0.076566107301271 0.024628450577140876 -2486 GBM_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 2.5499873671380992e+20 0.059273175676745504 0.01906596180945825 -2487 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 2.490584712131222e+20 0.05789239079472493 0.018621815000600662 -2488 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 2.1792496384380764e+20 0.05065556336759245 0.016293998517478096 -2489 GBM_grid_1_AutoML_20190416_015849_model_5 floor 1.8856012208284054e+20 0.04382985337840499 0.014098423124554737 -2490 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_district 1.7203664374843677e+20 0.039989053824934215 0.012862981682988993 -2491 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 5.385988055181663e+19 0.012519458735434051 0.004027041227327405 -2492 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 2.9869680325837193e+19 0.006943057178156184 0.0022333215908920084 -2493 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 2.0449931114215113e+19 0.004753483782433857 0.001529017793006822 -2494 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_central 1.922962274096513e+19 0.0044698292297894295 0.0014377767416197378 -2495 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.928612104849064e+18 0.0016105210864148678 0.0005180443459681196 -2496 GBM_grid_1_AutoML_20190416_015849_model_5 room_count 4.885136759278535e+18 0.0011355255052209138 0.0003652560482717914 -2497 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.0 0.0 0.0 -2498 DeepLearning_1_AutoML_20190416_020809 city 1.0 1.0 0.07558075189856184 -2499 DeepLearning_1_AutoML_20190416_020809 front_door_structure_mixed 0.917976975440979 0.917976975440979 0.06938139002939683 -2500 DeepLearning_1_AutoML_20190416_020809 supply_area 0.8936480283737183 0.8936480283737183 0.06754258991715295 -2501 DeepLearning_1_AutoML_20190416_020809 heat_type_individual 0.8894039392471313 0.8894039392471313 0.067221818469841 -2502 DeepLearning_1_AutoML_20190416_020809 total_household_count_in_sites 0.867792546749115 0.867792546749115 0.06558841317526598 -2503 DeepLearning_1_AutoML_20190416_020809 heat_fuel_cogeneration 0.8673058152198792 0.8673058152198792 0.0655516256403136 -2504 DeepLearning_1_AutoML_20190416_020809 apartment_building_count_in_sites 0.8541399240493774 0.8541399240493774 0.06455653768623244 -2505 DeepLearning_1_AutoML_20190416_020809 heat_type_district 0.8024343252182007 0.8024343252182007 0.060648589649206705 -2506 DeepLearning_1_AutoML_20190416_020809 front_door_structure_corridor 0.8009785413742065 0.8009785413742065 0.06053856041167585 -2507 DeepLearning_1_AutoML_20190416_020809 total_parking_capacity_in_site 0.7319377064704895 0.7319377064704895 0.05532040219794845 -2508 DeepLearning_1_AutoML_20190416_020809 room_count 0.6987099051475525 0.6987099051475525 0.05280901999002484 -2509 DeepLearning_1_AutoML_20190416_020809 exclusive_use_area 0.6873521208763123 0.6873521208763123 0.05195059011490284 -2510 DeepLearning_1_AutoML_20190416_020809 bathroom_count 0.6764413118362427 0.6764413118362427 0.05112594296383276 -2511 DeepLearning_1_AutoML_20190416_020809 heat_fuel_gas 0.6638084053993225 0.6638084053993225 0.05017113839666615 -2512 DeepLearning_1_AutoML_20190416_020809 total_household_count_of_area_type 0.6400241851806641 0.6400241851806641 0.048373509149218966 -2513 DeepLearning_1_AutoML_20190416_020809 front_door_structure_stairway 0.5167799592018127 0.5167799592018127 0.039058617882581116 -2514 DeepLearning_1_AutoML_20190416_020809 heat_type_central 0.4085588753223419 0.4085588753223419 0.030879186991693383 -2515 DeepLearning_1_AutoML_20190416_020809 floor 0.31358930468559265 0.31358930468559265 0.02370131543548429 -2516 DeepLearning_grid_1_AutoML_20190416_021340_model_6 city 1.0 1.0 0.09140162674495823 -2517 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.6922146677970886 0.6922146677970886 0.06326954669337476 -2518 DeepLearning_grid_1_AutoML_20190416_021340_model_6 supply_area 0.6662620902061462 0.6662620902061462 0.06089743888333787 -2519 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_district 0.6578097939491272 0.6578097939491272 0.06012488525571601 -2520 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 0.6386852860450745 0.6386852860450745 0.058376874122588775 -2521 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 0.6231026649475098 0.6231026649475098 0.05695259720532106 -2522 DeepLearning_grid_1_AutoML_20190416_021340_model_6 bathroom_count 0.596828043460846 0.596828043460846 0.05455105405933195 -2523 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 0.5961317420005798 0.5961317420005798 0.05448741097315874 -2524 DeepLearning_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 0.5918883085250854 0.5918883085250854 0.05409955425051454 -2525 DeepLearning_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 0.5912916660308838 0.5912916660308838 0.05404502015595934 -2526 DeepLearning_grid_1_AutoML_20190416_021340_model_6 floor 0.5746373534202576 0.5746373534202576 0.05252278889102903 -2527 DeepLearning_grid_1_AutoML_20190416_021340_model_6 room_count 0.5734550952911377 0.5734550952911377 0.052414728574795025 -2528 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 0.5524595379829407 0.5524595379829407 0.05049570048240882 -2529 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 0.5348172783851624 0.5348172783851624 0.04888316925571503 -2530 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 0.531967043876648 0.531967043876648 0.04862265318503219 -2531 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_central 0.5157274603843689 0.5157274603843689 0.04713832883617732 -2532 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 0.5024674534797668 0.5024674534797668 0.045926342634447316 -2533 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 0.5009788274765015 0.5009788274765015 0.04579027979613401 -2534 GBM_grid_1_AutoML_20190416_022142_model_11 supply_area 4.326630117063019e+21 1.0 0.34668590170469554 -2535 GBM_grid_1_AutoML_20190416_022142_model_11 city 2.9373855997096257e+21 0.6789084160731463 0.23536797640122537 -2536 GBM_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 2.2088747389993846e+21 0.5105300613260654 0.1769935746581805 -2537 GBM_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 5.564288115296237e+20 0.12860558829265856 0.04458574434150317 -2538 GBM_grid_1_AutoML_20190416_022142_model_11 bathroom_count 5.5267893152114016e+20 0.12773889067649416 0.044285272496937915 -2539 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 3.071106268739278e+20 0.07098148410301343 0.024608279820590724 -2540 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_district 3.009499488742896e+20 0.06955758655851517 0.024114634616441245 -2541 GBM_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 2.7561839723898156e+20 0.06370278710722686 0.0220848581893712 -2542 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 2.5754684171704127e+20 0.059525967034100874 0.020636813556061243 -2543 GBM_grid_1_AutoML_20190416_022142_model_11 room_count 1.7914432671503195e+20 0.04140504777807024 0.014354546324066284 -2544 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 1.7184492410492473e+20 0.039717960503999734 0.013769656951200632 -2545 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 1.4469186873048485e+20 0.03344216279544225 0.01159392636369312 -2546 GBM_grid_1_AutoML_20190416_022142_model_11 floor 1.1315905392233415e+20 0.02615408548007524 0.00906725270792157 -2547 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 8.499642697127035e+19 0.019644948764182133 0.006810626776253027 -2548 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 3.6790782766268547e+19 0.008503334412890067 0.002947986158429361 -2549 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.408881762289792e+19 0.0055675703656520945 0.001930198152520438 -2550 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.3577458148934943e+18 0.0003138113908880088 0.00010879398501521401 -2551 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_central 6.733792663180411e+17 0.00015563596797018114 5.3956795893425366e-05 -2552 GBM_grid_1_AutoML_20190416_022142_model_16 city 5.6677671128280963e+20 1.0 0.23729297173351396 -2553 GBM_grid_1_AutoML_20190416_022142_model_16 supply_area 4.7932574334978517e+20 0.845704726055005 0.20067978765466948 -2554 GBM_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 4.075030401799223e+20 0.7189833881099374 0.17060970479163748 -2555 GBM_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.4789997098145153e+20 0.26094927338616875 0.06192142855350515 -2556 GBM_grid_1_AutoML_20190416_022142_model_16 room_count 1.3725885346737029e+20 0.2421744767118369 0.05746630125696045 -2557 GBM_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 1.0418994175037932e+20 0.18382890418091072 0.043621306963603695 -2558 GBM_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.022657084408411e+20 0.18043385764630096 0.042815686282232576 -2559 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 8.99667472943992e+19 0.1587340225937895 0.03766646793649506 -2560 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_district 7.98331379594203e+19 0.14085465469943284 0.03342381959612639 -2561 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 5.841232488373944e+19 0.10306055933655489 0.02445554639348926 -2562 GBM_grid_1_AutoML_20190416_022142_model_16 floor 5.6226777242697466e+19 0.09920445939889984 0.023540520979981674 -2563 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 5.375513667610817e+19 0.09484358761749738 0.02250571675562386 -2564 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 4.462653374547467e+19 0.07873741608837376 0.018683835450228403 -2565 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 3.0378142881032438e+19 0.05359807888414523 0.012718447417626127 -2566 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.6336604238635336e+19 0.02882370413854869 0.006839662411403804 -2567 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 1.1975788290759459e+19 0.021129640742743563 0.005013915243507153 -2568 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.7791549492764344e+18 0.003139075607481468 0.0007448805793954633 -2569 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 0.0 0.0 0.0 -2570 GBM_grid_1_AutoML_20190416_021340_model_6 supply_area 8.870111370933694e+21 1.0 0.3642780780398368 -2571 GBM_grid_1_AutoML_20190416_021340_model_6 city 5.739973958972425e+21 0.6471140799631492 0.23572947332149324 -2572 GBM_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 3.838601765567666e+21 0.4327568848962043 0.1576438462884962 -2573 GBM_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 9.956891604038095e+20 0.11225215995219237 0.04089100108320498 -2574 GBM_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 7.90052197774538e+20 0.08906902796772605 0.03244589432095972 -2575 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_district 6.907707662016205e+20 0.07787622244126434 0.02836860063590658 -2576 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 6.792183294699734e+20 0.07657382202614632 0.027894164715849105 -2577 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 6.226802101167084e+20 0.07019981870319665 0.025572255035945464 -2578 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 4.4170140542533684e+20 0.049796601976468985 0.018139810460902864 -2579 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 4.260140661014381e+20 0.048028040267615556 0.017495562200706888 -2580 GBM_grid_1_AutoML_20190416_021340_model_6 floor 2.9783198018852146e+20 0.03357702826195414 0.012231375321553937 -2581 GBM_grid_1_AutoML_20190416_021340_model_6 room_count 2.8485895684160173e+20 0.03211447353130772 0.011698598695245987 -2582 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 1.9459037161514546e+20 0.021937759682792157 0.007991444933747347 -2583 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.8535948771484972e+20 0.020897086853075016 0.007612350635469709 -2584 GBM_grid_1_AutoML_20190416_021340_model_6 bathroom_count 1.835242884588823e+20 0.020690189872955785 0.007536982601199629 -2585 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 9.66976496163881e+19 0.010901514713023204 0.003971182827383096 -2586 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_central 1.2159793760691028e+19 0.0013708727266421067 0.0004993788820984172 -2587 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.0 0.0 0.0 -2588 DeepLearning_grid_1_AutoML_20190416_022142_model_5 city 1.0 1.0 0.07562582846674598 -2589 DeepLearning_grid_1_AutoML_20190416_022142_model_5 room_count 0.7684967517852783 0.7684967517852783 0.05811820352776492 -2590 DeepLearning_grid_1_AutoML_20190416_022142_model_5 bathroom_count 0.7611314654350281 0.7611314654350281 0.05756119764563243 -2591 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_district 0.7591797709465027 0.7591797709465027 0.05741359913302372 -2592 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 0.7557488679885864 0.7557488679885864 0.05715413425444229 -2593 DeepLearning_grid_1_AutoML_20190416_022142_model_5 supply_area 0.7386886477470398 0.7386886477470398 0.05586394096485018 -2594 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 0.737084150314331 0.737084150314331 0.05574259951722881 -2595 DeepLearning_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 0.7325300574302673 0.7325300574302673 0.05539819246995698 -2596 DeepLearning_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 0.7313550114631653 0.7313550114631653 0.05530932864520838 -2597 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 0.7272319793701172 0.7272319793701172 0.054997520927376635 -2598 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_central 0.7266594767570496 0.7266594767570496 0.05495422494296402 -2599 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 0.7248222827911377 0.7248222827911377 0.05481528562723783 -2600 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 0.7131882905960083 0.7131882905960083 0.053935455329105514 -2601 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 0.6978984475135803 0.6978984475135803 0.05277914827887035 -2602 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 0.6951311230659485 0.6951311230659485 0.05256986707488191 -2603 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 0.6714439988136292 0.6714439988136292 0.050778508679305515 -2604 DeepLearning_grid_1_AutoML_20190416_022142_model_5 floor 0.6642676591873169 0.6642676591873169 0.05023579204970691 -2605 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 0.6181376576423645 0.6181376576423645 0.046747172465697616 -2606 DeepLearning_grid_1_AutoML_20190416_020809_model_1 city 1.0 1.0 0.117216195630159 -2607 DeepLearning_grid_1_AutoML_20190416_020809_model_1 supply_area 0.700688898563385 0.700688898563385 0.08213208700988638 -2608 DeepLearning_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.6795383095741272 0.6795383095741272 0.07965289543322844 -2609 DeepLearning_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.6287859082221985 0.6287859082221985 0.07370389202766042 -2610 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.5363758206367493 0.5363758206367493 0.06287193312304427 -2611 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.4726800322532654 0.4726800322532654 0.05540575513106862 -2612 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.4637191891670227 0.4637191891670227 0.054355399194860446 -2613 DeepLearning_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.4558580815792084 0.4558580815792084 0.05343395006997747 -2614 DeepLearning_grid_1_AutoML_20190416_020809_model_1 room_count 0.4473789930343628 0.4473789930343628 0.05244006356833941 -2615 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.43798118829727173 0.43798118829727173 0.051338488649782514 -2616 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.42868953943252563 0.42868953943252563 0.05024935691872569 -2617 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.4058772921562195 0.4058772921562195 0.04757539207922262 -2618 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.37632983922958374 0.37632983922958374 0.04411195205660117 -2619 DeepLearning_grid_1_AutoML_20190416_020809_model_1 floor 0.35347601771354675 0.35347601771354675 0.041433114042880644 -2620 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.3185288608074188 0.3185288608074188 0.03733674126225409 -2621 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.297958642244339 0.297958642244339 0.034925578499009 -2622 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.2943436801433563 0.2943436801433563 0.034501846394184604 -2623 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.23303399980068207 0.23303399980068207 0.027315358909115184 -2624 DeepLearning_1_AutoML_20190416_015849 city 1.0 1.0 0.10113582441701437 -2625 DeepLearning_1_AutoML_20190416_015849 exclusive_use_area 0.7808131575584412 0.7808131575584412 0.07896818240532508 -2626 DeepLearning_1_AutoML_20190416_015849 heat_type_individual 0.757499098777771 0.757499098777771 0.07661029585003527 -2627 DeepLearning_1_AutoML_20190416_015849 supply_area 0.6812328100204468 0.6812328100204468 0.06889704186133722 -2628 DeepLearning_1_AutoML_20190416_015849 bathroom_count 0.6282981038093567 0.6282981038093567 0.06354344670840616 -2629 DeepLearning_1_AutoML_20190416_015849 apartment_building_count_in_sites 0.568518877029419 0.568518877029419 0.0574976253250055 -2630 DeepLearning_1_AutoML_20190416_015849 total_household_count_in_sites 0.5374017953872681 0.5374017953872681 0.054350573619675026 -2631 DeepLearning_1_AutoML_20190416_015849 front_door_structure_corridor 0.5108906030654907 0.5108906030654907 0.05166934232793405 -2632 DeepLearning_1_AutoML_20190416_015849 floor 0.5063374042510986 0.5063374042510986 0.05120885081210593 -2633 DeepLearning_1_AutoML_20190416_015849 total_parking_capacity_in_site 0.5059372782707214 0.5059372782707214 0.05116838374120982 -2634 DeepLearning_1_AutoML_20190416_015849 heat_fuel_cogeneration 0.4903944432735443 0.4903944432735443 0.04959644630999269 -2635 DeepLearning_1_AutoML_20190416_015849 heat_type_district 0.48135486245155334 0.48135486245155334 0.0486822208511764 -2636 DeepLearning_1_AutoML_20190416_015849 total_household_count_of_area_type 0.4433438181877136 0.4433438181877136 0.044837942552601345 -2637 DeepLearning_1_AutoML_20190416_015849 heat_type_central 0.4407172203063965 0.4407172203063965 0.044572299410462354 -2638 DeepLearning_1_AutoML_20190416_015849 room_count 0.4216771721839905 0.4216771721839905 0.0426466684466632 -2639 DeepLearning_1_AutoML_20190416_015849 front_door_structure_mixed 0.4205125868320465 0.4205125868320465 0.042528887146990366 -2640 DeepLearning_1_AutoML_20190416_015849 heat_fuel_gas 0.3948497474193573 0.3948497474193573 0.03993345472610659 -2641 DeepLearning_1_AutoML_20190416_015849 front_door_structure_stairway 0.3179141879081726 0.3179141879081726 0.03215251348795865 -2642 GBM_grid_1_AutoML_20190416_020809_model_11 supply_area 6.623709262139338e+20 1.0 0.24497434277084765 -2643 GBM_grid_1_AutoML_20190416_020809_model_11 city 6.435682570321736e+20 0.9716130819792546 0.2380202761854256 -2644 GBM_grid_1_AutoML_20190416_020809_model_11 exclusive_use_area 4.093460679586795e+20 0.618001261466099 0.15139445285921238 -2645 GBM_grid_1_AutoML_20190416_020809_model_11 room_count 1.8274198153767315e+20 0.2758907045969146 0.06758614403521523 -2646 GBM_grid_1_AutoML_20190416_020809_model_11 apartment_building_count_in_sites 1.4728570462133866e+20 0.22236136701109982 0.05447282974117142 -2647 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_cogeneration 1.446871364324389e+20 0.21843823559627007 0.05351176320121984 -2648 GBM_grid_1_AutoML_20190416_020809_model_11 total_parking_capacity_in_site 1.1429969608108199e+20 0.17256146300745884 0.04227313098782817 -2649 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_in_sites 8.928639588741048e+19 0.1347981808286262 0.03302209575519858 -2650 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_gas 5.75739692577928e+19 0.08692103922326665 0.021293424456678818 -2651 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_district 4.9671176656594665e+19 0.07498997116390911 0.01837061890028345 -2652 GBM_grid_1_AutoML_20190416_020809_model_11 floor 4.846136202232018e+19 0.07316348001462256 0.017923175431410206 -2653 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_of_area_type 4.774080367412694e+19 0.07207563282858753 0.017656680781976162 -2654 GBM_grid_1_AutoML_20190416_020809_model_11 bathroom_count 3.4857293767847707e+19 0.05262503589505291 0.012891783581682852 -2655 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_individual 2.804398744740351e+19 0.042338795888432174 0.01037191869647774 -2656 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_corridor 2.262390529586312e+19 0.03415594555935568 0.00836733031512001 -2657 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_stairway 1.9659239317332558e+19 0.029680106024132735 0.0072708644666309935 -2658 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_central 1.6200527305192243e+18 0.002445839130922206 0.0005991678336208885 -2659 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_mixed 0.0 0.0 0.0 -2660 GBM_grid_1_AutoML_20190416_021340_model_5 supply_area 5.009513180361021e+21 1.0 0.18980105693063345 -2661 GBM_grid_1_AutoML_20190416_021340_model_5 city 4.915845063511156e+21 0.9813019522102315 0.1862521476975959 -2662 GBM_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.3114296238957134e+21 0.8606484240420745 0.16335198052886976 -2663 GBM_grid_1_AutoML_20190416_021340_model_5 room_count 1.979770855718025e+21 0.3952022450962687 0.07500980382063106 -2664 GBM_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.552931082772406e+21 0.3099964062097728 0.05883764554331287 -2665 GBM_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2987325794173846e+21 0.25925325129572546 0.04920654110863181 -2666 GBM_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 1.2115517570932581e+21 0.24185019850690265 0.045903423295493635 -2667 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.1655495979619938e+21 0.2326672385115865 0.0441604877826309 -2668 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 9.634628792139739e+20 0.19232664822423723 0.03650380110888637 -2669 GBM_grid_1_AutoML_20190416_021340_model_5 floor 8.952148378795922e+20 0.1787029608763454 0.033918010850964 -2670 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.433803393049349e+20 0.14839372860006364 0.028165286530169645 -2671 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 5.942269602521909e+20 0.11861970192667837 0.02251414479848025 -2672 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_district 5.5368587306595045e+20 0.11052688218020577 0.020978119057050652 -2673 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 4.8620478067436107e+20 0.09705629333014784 0.018421387055831653 -2674 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 2.8579102604260698e+20 0.05704966046661062 0.010828085854096472 -2675 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 1.8640335525816723e+20 0.03720987420273315 0.007062473451934663 -2676 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.4018173360599885e+20 0.02798310505610774 0.005311222915850202 -2677 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_central 9.96191223801331e+19 0.019885988676639002 0.003774381668936692 -2678 XGBoost_grid_1_AutoML_20190416_021340_model_5 supply_area 5.06417006170744e+20 1.0 0.24043082919084116 -2679 XGBoost_grid_1_AutoML_20190416_021340_model_5 city 4.703938034669422e+20 0.9288665225202642 0.22332814821716027 -2680 XGBoost_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.433381120461651e+20 0.8754408059840882 0.21048295889025265 -2681 XGBoost_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.3337058452736836e+20 0.26336118831365035 0.06332014888293623 -2682 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.0324426499346871e+20 0.20387203378920252 0.04901712213276115 -2683 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 9.523684726381792e+19 0.18806012851730294 0.0452154526371513 -2684 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.639207118476044e+19 0.15084815528292905 0.0362685470565834 -2685 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 5.587984174171554e+19 0.11034353321632931 0.02652998718704918 -2686 XGBoost_grid_1_AutoML_20190416_021340_model_5 floor 5.390160042102096e+19 0.10643718470000876 0.02559078057416182 -2687 XGBoost_grid_1_AutoML_20190416_021340_model_5 room_count 4.513046631276347e+19 0.08911720136339032 0.021426522618967096 -2688 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 4.11925522237442e+19 0.08134117085684062 0.019556925156464074 -2689 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_district 2.888579773888463e+19 0.05703954919939135 0.013714066110681444 -2690 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 2.198051727077697e+19 0.04340398723372651 0.010435656640793548 -2691 XGBoost_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2357648679086064e+19 0.02440212024577932 0.005867022004707335 -2692 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 9.54269770135162e+18 0.018843556960119533 0.004530572024826386 -2693 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_central 4.182091157414609e+18 0.00825819651878865 0.0019855250366332734 -2694 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 3.680914790898729e+18 0.007268544985745736 0.001747582297933778 -2695 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.1629949552626237e+18 0.0022965163908229957 0.0005521533400959307 -2696 GBM_grid_1_AutoML_20190416_022142_model_21 room_count 1.0000877170883088e+20 1.0 0.22643361457863287 -2697 GBM_grid_1_AutoML_20190416_022142_model_21 city 8.521806212715092e+19 0.8521058770250458 0.19294541373847715 -2698 GBM_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 5.708225006566533e+19 0.5707724341606418 0.12924206536883887 -2699 GBM_grid_1_AutoML_20190416_022142_model_21 supply_area 3.5920156474046677e+19 0.3591700593886495 0.08132817479579414 -2700 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 3.4851055138871706e+19 0.3484799837392096 0.07890758232637243 -2701 GBM_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 3.0852531570882904e+19 0.30849825514013984 0.06985437500258317 -2702 GBM_grid_1_AutoML_20190416_022142_model_21 floor 2.1752076137920463e+19 0.21750168276489024 0.04924969220538923 -2703 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 2.166930270355823e+19 0.21667402102134617 0.04906228176515009 -2704 GBM_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.8615558690991768e+19 0.18613925931607053 0.04214818530192731 -2705 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_district 1.1349360232531755e+19 0.11348364787015572 0.025696512582808133 -2706 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 9.37980285467335e+18 0.093789801578426 0.021237163782015765 -2707 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 6.457271261230793e+18 0.06456704897877082 0.014620150282938702 -2708 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 3.356922249297789e+18 0.03356627815679261 0.007600533690994362 -2709 GBM_grid_1_AutoML_20190416_022142_model_21 bathroom_count 2.1083844647604716e+18 0.021081995396352807 0.004773672420126264 -2710 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.5398260399648276e+18 0.015396909827549252 0.003486377945593252 -2711 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_central 6.78772989327573e+17 0.00678713454559543 0.0015368354077906802 -2712 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 6.366309763776512e+17 0.006365751378600684 0.001441420094165468 -2713 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.9254515340620595e+17 0.0019252826538734905 0.00043594871040211736 -2714 XGBoost_grid_1_AutoML_20190416_020809_model_5 supply_area 5.802215042828825e+20 1.0 0.24278697890305997 -2715 XGBoost_grid_1_AutoML_20190416_020809_model_5 city 4.539904621710357e+20 0.7824433579588532 0.18996705904159553 -2716 XGBoost_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 3.962916807513043e+20 0.683000677889552 0.16582367117354632 -2717 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 1.4486755309641741e+20 0.24967629091145915 0.060618152374114706 -2718 XGBoost_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 1.3447171463626044e+20 0.2317592740766461 0.05626813398583517 -2719 XGBoost_grid_1_AutoML_20190416_020809_model_5 bathroom_count 1.031102301279963e+20 0.1777083913072717 0.04314528345121531 -2720 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 9.41485330624592e+19 0.16226308809222936 0.03939536494539345 -2721 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 9.39887960131759e+19 0.161987784526084 0.03932852482428779 -2722 XGBoost_grid_1_AutoML_20190416_020809_model_5 room_count 8.892377695256995e+19 0.15325832685652385 0.03720912616923313 -2723 XGBoost_grid_1_AutoML_20190416_020809_model_5 floor 6.1380214630362644e+19 0.10578755557539142 0.025683841023688845 -2724 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 4.7878968305273274e+19 0.08251843124023589 0.02003440062463676 -2725 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.466908044742309e+19 0.0769862545901867 0.01869126016901326 -2726 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.7830228073819144e+19 0.06519963116598883 0.015829621476384222 -2727 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 3.334731245919037e+19 0.05747341698478681 0.013953797276972204 -2728 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 3.302315883913596e+19 0.0569147447920782 0.013818158943107332 -2729 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 2.0635033896751202e+19 0.03556406259408605 0.008634491314737475 -2730 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 1.1899703185628987e+19 0.02050889720183032 0.004979293192265804 -2731 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_central 9.159868643280945e+18 0.01578684791181942 0.003832841110912718 -2732 DeepLearning_grid_1_AutoML_20190416_015849_model_1 city 1.0 1.0 0.11758106587815784 -2733 DeepLearning_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.58933025598526 0.58933025598526 0.06929407965299447 -2734 DeepLearning_grid_1_AutoML_20190416_015849_model_1 supply_area 0.5573058724403381 0.5573058724403381 0.06552861850169163 -2735 DeepLearning_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.5437310934066772 0.5437310934066772 0.0639324815138533 -2736 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.5327525734901428 0.5327525734901428 0.06264161544030261 -2737 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.4413248300552368 0.4413248300552368 0.05189144391639161 -2738 DeepLearning_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.43260762095451355 0.43260762095451355 0.05086646517884579 -2739 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.4302734434604645 0.4302734434604645 0.050592010101146695 -2740 DeepLearning_grid_1_AutoML_20190416_015849_model_1 floor 0.4301404356956482 0.4301404356956482 0.05057637090638952 -2741 DeepLearning_grid_1_AutoML_20190416_015849_model_1 room_count 0.42886799573898315 0.42886799573898315 0.05042675606001889 -2742 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.4197019636631012 0.4197019636631012 0.049349004238663306 -2743 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.40755409002304077 0.40755409002304077 0.047920644307911826 -2744 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.4042295813560486 0.4042295813560486 0.04752974503532571 -2745 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.4011259377002716 0.4011259377002716 0.04716481530617347 -2746 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.38356807827949524 0.38356807827949524 0.045100343480939734 -2747 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.3733125627040863 0.3733125627040863 0.043894489028453096 -2748 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.3719974756240845 0.3719974756240845 0.04373985968786389 -2749 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.3569468557834625 0.3569468557834625 0.04197019176487661 -2750 DeepLearning_1_AutoML_20190416_022142 front_door_structure_corridor 1.0 1.0 0.08844959273340779 -2751 DeepLearning_1_AutoML_20190416_022142 city 0.991906464099884 0.991906464099884 0.08773372277926932 -2752 DeepLearning_1_AutoML_20190416_022142 total_household_count_in_sites 0.8195791840553284 0.8195791840553284 0.07249144504247246 -2753 DeepLearning_1_AutoML_20190416_022142 total_parking_capacity_in_site 0.681094765663147 0.681094765663147 0.06024255463576116 -2754 DeepLearning_1_AutoML_20190416_022142 supply_area 0.6678781509399414 0.6678781509399414 0.05907355044617927 -2755 DeepLearning_1_AutoML_20190416_022142 heat_type_individual 0.6545435786247253 0.6545435786247253 0.05789411295562424 -2756 DeepLearning_1_AutoML_20190416_022142 exclusive_use_area 0.6408418416976929 0.6408418416976929 0.05668219990468792 -2757 DeepLearning_1_AutoML_20190416_022142 front_door_structure_stairway 0.6393377184867859 0.6393377184867859 0.05654916081926233 -2758 DeepLearning_1_AutoML_20190416_022142 heat_type_district 0.6225718855857849 0.6225718855857849 0.055066229727332425 -2759 DeepLearning_1_AutoML_20190416_022142 heat_fuel_gas 0.5659670233726501 0.5659670233726501 0.050059552717849995 -2760 DeepLearning_1_AutoML_20190416_022142 heat_fuel_cogeneration 0.5513453483581543 0.5513453483581543 0.04876627151773759 -2761 DeepLearning_1_AutoML_20190416_022142 front_door_structure_mixed 0.5324188470840454 0.5324188470840454 0.047092230188174336 -2762 DeepLearning_1_AutoML_20190416_022142 room_count 0.5246550440788269 0.5246550440788269 0.04640552497430035 -2763 DeepLearning_1_AutoML_20190416_022142 heat_type_central 0.5175450444221497 0.5175450444221497 0.04577664840033258 -2764 DeepLearning_1_AutoML_20190416_022142 apartment_building_count_in_sites 0.5026760697364807 0.5026760697364807 0.04446149364502181 -2765 DeepLearning_1_AutoML_20190416_022142 bathroom_count 0.4976527690887451 0.4976527690887451 0.04401718474855214 -2766 DeepLearning_1_AutoML_20190416_022142 floor 0.45715445280075073 0.45715445280075073 0.040435125166490296 -2767 DeepLearning_1_AutoML_20190416_022142 total_household_count_of_area_type 0.4387063682079315 0.4387063682079315 0.03880339959754398 -2768 DeepLearning_grid_1_AutoML_20190416_021340_model_1 city 1.0 1.0 0.08918527340714033 -2769 DeepLearning_grid_1_AutoML_20190416_021340_model_1 supply_area 0.7942850589752197 0.7942850589752197 0.07083853014791155 -2770 DeepLearning_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.7561497092247009 0.7561497092247009 0.06743741855393462 -2771 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.6545669436454773 0.6545669436454773 0.058377731832298115 -2772 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.6474379897117615 0.6474379897117615 0.05774193412661276 -2773 DeepLearning_grid_1_AutoML_20190416_021340_model_1 room_count 0.6446866989135742 0.6446866989135742 0.05749655950455388 -2774 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.6326169967651367 0.6326169967651367 0.05642011981850273 -2775 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.6300554275512695 0.6300554275512695 0.056191665567812674 -2776 DeepLearning_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.5991654992103577 0.5991654992103577 0.05343673886320147 -2777 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.5937755107879639 0.5937755107879639 0.05295603127208896 -2778 DeepLearning_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.5841841101646423 0.5841841101646423 0.05210061958514062 -2779 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.5584558844566345 0.5584558844566345 0.04980604074109132 -2780 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.5520678758621216 0.5520678758621216 0.04923632444806252 -2781 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.5382525324821472 0.5382525324821472 0.04800419927150598 -2782 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.5320796370506287 0.5320796370506287 0.047453667904732315 -2783 DeepLearning_grid_1_AutoML_20190416_021340_model_1 floor 0.5130593776702881 0.5130593776702881 0.045757340871621914 -2784 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.5111504197120667 0.5111504197120667 0.0455870899341952 -2785 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.47062382102012634 0.47062382102012634 0.04197271414959305 -2786 DeepLearning_grid_1_AutoML_20190416_020809_model_3 city 1.0 1.0 0.1144964082068361 -2787 DeepLearning_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 0.5743646025657654 0.5743646025657654 0.06576268399492705 -2788 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 0.5626169443130493 0.5626169443130493 0.06441761932014967 -2789 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 0.49234214425086975 0.49234214425086975 0.05637140712557656 -2790 DeepLearning_grid_1_AutoML_20190416_020809_model_3 supply_area 0.48573926091194153 0.48573926091194153 0.05561540069946052 -2791 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 0.4781739413738251 0.4781739413738251 0.05474919878540919 -2792 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 0.47582191228866577 0.47582191228866577 0.054479899903160434 -2793 DeepLearning_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 0.4524413049221039 0.4524413049221039 0.0518029043379948 -2794 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 0.4489237070083618 0.4489237070083618 0.05140015201135548 -2795 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 0.44274869561195374 0.44274869561195374 0.05069313538583047 -2796 DeepLearning_grid_1_AutoML_20190416_020809_model_3 room_count 0.44213664531707764 0.44213664531707764 0.05062305782542523 -2797 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 0.43108484148979187 0.43108484148979187 0.049357665982994445 -2798 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_district 0.4309975504875183 0.4309975504875183 0.049347671476765345 -2799 DeepLearning_grid_1_AutoML_20190416_020809_model_3 floor 0.4294818341732025 0.4294818341732025 0.049174127402915685 -2800 DeepLearning_grid_1_AutoML_20190416_020809_model_3 bathroom_count 0.42389464378356934 0.42389464378356934 0.04853441417133493 -2801 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_central 0.4101783037185669 0.4101783037185669 0.04696394250014863 -2802 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 0.40423399209976196 0.40423399209976196 0.0462833401705333 -2803 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.3487181067466736 0.3487181067466736 0.039926970699182183 -2804 DeepLearning_grid_1_AutoML_20190416_022142_model_3 city 1.0 1.0 0.1236076967076471 -2805 DeepLearning_grid_1_AutoML_20190416_022142_model_3 supply_area 0.6165990829467773 0.6165990829467773 0.07621639243509859 -2806 DeepLearning_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 0.5657739043235779 0.5657739043235779 0.06993400917073016 -2807 DeepLearning_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 0.5511902570724487 0.5511902570724487 0.06813135812442128 -2808 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 0.49708834290504456 0.49708834290504456 0.061443945126713626 -2809 DeepLearning_grid_1_AutoML_20190416_022142_model_3 room_count 0.4505871534347534 0.4505871534347534 0.05569604020212505 -2810 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 0.4303859770298004 0.4303859770298004 0.05319901931592394 -2811 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 0.42149829864501953 0.42149829864501953 0.052100433861702836 -2812 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_district 0.407175749540329 0.407175749540329 0.05033005655588986 -2813 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 0.4013204276561737 0.4013204276561737 0.049606293704307546 -2814 DeepLearning_grid_1_AutoML_20190416_022142_model_3 bathroom_count 0.3815307915210724 0.3815307915210724 0.04716014236296525 -2815 DeepLearning_grid_1_AutoML_20190416_022142_model_3 floor 0.3796623647212982 0.3796623647212982 0.04692919042977833 -2816 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 0.3742296099662781 0.3742296099662781 0.04625766012773277 -2817 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 0.3414705991744995 0.3414705991744995 0.04220839425734006 -2818 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 0.34087449312210083 0.34087449312210083 0.042134710961209576 -2819 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_central 0.3328966200351715 0.3328966200351715 0.041148584444308314 -2820 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 0.32656076550483704 0.32656076550483704 0.04036542405913896 -2821 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 0.2712666690349579 0.2712666690349579 0.03353064815296676 -2822 DeepLearning_grid_1_AutoML_20190416_015849_model_4 city 1.0 1.0 0.11456030938983702 -2823 DeepLearning_grid_1_AutoML_20190416_015849_model_4 supply_area 0.5479498505592346 0.5479498505592346 0.06277330441018088 -2824 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 0.517829418182373 0.517829418182373 0.059322698358131955 -2825 DeepLearning_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 0.5146306157112122 0.5146306157112122 0.05895624255735879 -2826 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 0.5035648345947266 0.5035648345947266 0.057688543249013985 -2827 DeepLearning_grid_1_AutoML_20190416_015849_model_4 bathroom_count 0.49091455340385437 0.49091455340385437 0.056239323121919226 -2828 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 0.4849349558353424 0.4849349558353424 0.05555429857444378 -2829 DeepLearning_grid_1_AutoML_20190416_015849_model_4 floor 0.47748738527297974 0.47748738527297974 0.05470110258661687 -2830 DeepLearning_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 0.4491879343986511 0.4491879343986511 0.05145910873889129 -2831 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_district 0.43740376830101013 0.43740376830101013 0.05010911102484431 -2832 DeepLearning_grid_1_AutoML_20190416_015849_model_4 room_count 0.42859286069869995 0.42859286069869995 0.04909973072391839 -2833 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 0.421460896730423 0.421460896730423 0.04828269072515541 -2834 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_central 0.41904228925704956 0.41904228925704956 0.04800561430471318 -2835 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 0.4162117838859558 0.4162117838859558 0.04768135073367108 -2836 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 0.41460445523262024 0.41460445523262024 0.04749721466585381 -2837 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 0.41138172149658203 0.41138172149658203 0.047128017291972205 -2838 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 0.39901843667030334 0.39901843667030334 0.045711675557199044 -2839 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 0.3948109447956085 0.3948109447956085 0.04522966398627878 -2840 DeepLearning_grid_1_AutoML_20190416_015849_model_2 city 1.0 1.0 0.10054497828916853 -2841 DeepLearning_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 0.6759928464889526 0.6759928464889526 0.06796768607386497 -2842 DeepLearning_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 0.6548359394073486 0.6548359394073486 0.06584046531067915 -2843 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 0.5983142256736755 0.5983142256736755 0.06015749083046038 -2844 DeepLearning_grid_1_AutoML_20190416_015849_model_2 room_count 0.5966219305992126 0.5966219305992126 0.059987339058939645 -2845 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 0.5670989751815796 0.5670989751815796 0.05701895414744164 -2846 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_district 0.5425782203674316 0.5425782203674316 0.05455351538701911 -2847 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 0.541207492351532 0.541207492351532 0.054415695568420124 -2848 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 0.5209740400314331 0.5209740400314331 0.052381323544180854 -2849 DeepLearning_grid_1_AutoML_20190416_015849_model_2 supply_area 0.5028508305549622 0.5028508305549622 0.050559125840839034 -2850 DeepLearning_grid_1_AutoML_20190416_015849_model_2 floor 0.4965813457965851 0.4965813457965851 0.04992876063192374 -2851 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 0.49326959252357483 0.49326959252357483 0.049595780470989836 -2852 DeepLearning_grid_1_AutoML_20190416_015849_model_2 bathroom_count 0.48635435104370117 0.48635435104370117 0.04890048766653158 -2853 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 0.4859231412410736 0.4859231412410736 0.048857131686288316 -2854 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 0.4746173620223999 0.4746173620223999 0.04772039236020464 -2855 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 0.4688268303871155 0.4688268303871155 0.04713818348265222 -2856 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_central 0.4391572177410126 0.4391572177410126 0.04415505292330176 -2857 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 0.40059322118759155 0.40059322118759155 0.04027763672709448 -2858 DeepLearning_grid_1_AutoML_20190416_022142_model_7 city 1.0 1.0 0.12187252039885602 -2859 DeepLearning_grid_1_AutoML_20190416_022142_model_7 supply_area 0.5234265923500061 0.5234265923500061 0.0637913180534798 -2860 DeepLearning_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 0.4799592196941376 0.4799592196941376 0.058493839792792796 -2861 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 0.45837950706481934 0.45837950706481934 0.05586386582517476 -2862 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 0.4406982362270355 0.4406982362270355 0.05370900478431925 -2863 DeepLearning_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 0.43895435333251953 0.43895435333251953 0.05349647338068414 -2864 DeepLearning_grid_1_AutoML_20190416_022142_model_7 room_count 0.42479783296585083 0.42479783296585083 0.051771182563520486 -2865 DeepLearning_grid_1_AutoML_20190416_022142_model_7 floor 0.42001962661743164 0.42001962661743164 0.051188850512852824 -2866 DeepLearning_grid_1_AutoML_20190416_022142_model_7 bathroom_count 0.4179809093475342 0.4179809093475342 0.050940386900789746 -2867 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 0.41634052991867065 0.41634052991867065 0.050740469725383715 -2868 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 0.4120415449142456 0.4120415449142456 0.05021654158773754 -2869 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 0.41193222999572754 0.41193222999572754 0.05020321910310055 -2870 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 0.41166141629219055 0.41166141629219055 0.05017021435449195 -2871 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_district 0.4002711772918701 0.4002711772918701 0.048782057219577554 -2872 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 0.3998446464538574 0.3998446464538574 0.04873007483132111 -2873 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 0.3922102153301239 0.3922102153301239 0.04779964746846024 -2874 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_central 0.3897724449634552 0.3897724449634552 0.04750255024972068 -2875 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 0.3670046627521515 0.3670046627521515 0.04472778324773685 -2876 DeepLearning_grid_1_AutoML_20190416_020809_model_2 city 1.0 1.0 0.07829448261353092 -2877 DeepLearning_grid_1_AutoML_20190416_020809_model_2 supply_area 0.8004454970359802 0.8004454970359802 0.06267046605076267 -2878 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 0.7461232542991638 0.7461232542991638 0.058417334161276986 -2879 DeepLearning_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 0.7327424883842468 0.7327424883842468 0.05736969401699579 -2880 DeepLearning_grid_1_AutoML_20190416_020809_model_2 bathroom_count 0.7218878865242004 0.7218878865242004 0.05651983858038759 -2881 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 0.7135211229324341 0.7135211229324341 0.055864767153820515 -2882 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 0.7049736380577087 0.7049736380577087 0.055195546247906915 -2883 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 0.6997419595718384 0.6997419595718384 0.05478593468765535 -2884 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_district 0.6938195824623108 0.6938195824623108 0.05432224523602267 -2885 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_central 0.6920918822288513 0.6920918822288513 0.054186975840132684 -2886 DeepLearning_grid_1_AutoML_20190416_020809_model_2 room_count 0.6832367777824402 0.6832367777824402 0.053493670019012146 -2887 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 0.6743483543395996 0.6743483543395996 0.05279775550430497 -2888 DeepLearning_grid_1_AutoML_20190416_020809_model_2 floor 0.6739465594291687 0.6739465594291687 0.05276629717967603 -2889 DeepLearning_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 0.6666306853294373 0.6666306853294373 0.05219350460217183 -2890 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 0.6602783203125 0.6602783203125 0.051696149469798426 -2891 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 0.6555473208427429 0.6555473208427429 0.051325738314068906 -2892 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 0.6424811482429504 0.6424811482429504 0.050302729090629064 -2893 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 0.6104755997657776 0.6104755997657776 0.04779687123184653 -2894 GBM_grid_1_AutoML_20190416_022142_model_27 supply_area 1.6457111812551213e+20 1.0 0.4069848624448651 -2895 GBM_grid_1_AutoML_20190416_022142_model_27 city 6.7456779990476e+19 0.40989440163509905 0.16682081666638107 -2896 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_in_sites 2.6331665212909814e+19 0.1600017397513679 0.06511828604364955 -2897 GBM_grid_1_AutoML_20190416_022142_model_27 exclusive_use_area 2.406948161141185e+19 0.1462558065204064 0.0595238992984704 -2898 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_gas 1.9101929858561737e+19 0.11607097330403639 0.04723912910398485 -2899 GBM_grid_1_AutoML_20190416_022142_model_27 apartment_building_count_in_sites 1.8803990794736763e+19 0.11426057627192929 0.046502324916902156 -2900 GBM_grid_1_AutoML_20190416_022142_model_27 total_parking_capacity_in_site 1.7499940317380477e+19 0.10633664349314281 0.043277404224905384 -2901 GBM_grid_1_AutoML_20190416_022142_model_27 floor 1.7259071404595216e+19 0.10487302754686505 0.04268173469033742 -2902 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_of_area_type 1.1880487020910346e+19 0.0721905955080742 0.02938047958266648 -2903 GBM_grid_1_AutoML_20190416_022142_model_27 bathroom_count 1.0834442444569838e+19 0.0658344098768705 0.026793608247877007 -2904 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_corridor 9.022657288715895e+18 0.054825277919268056 0.022313058192474807 -2905 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_individual 4.926272238052704e+18 0.02993400235815147 0.012182685832156544 -2906 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_district 3.305204795739996e+18 0.02008374758211974 0.008173781247086393 -2907 GBM_grid_1_AutoML_20190416_022142_model_27 room_count 3.2217686307441213e+18 0.01957675603982347 0.007967443363984236 -2908 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_stairway 2.6599319328459325e+18 0.016162811331313334 0.006578019546396864 -2909 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_cogeneration 1.3686187479416177e+18 0.008316275440857272 0.0033845982163509068 -2910 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_central 1.0915508887129948e+18 0.006632700203692549 0.0026994085800378406 -2911 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_mixed 9.617698962895012e+17 0.005844098935731821 0.0023784598014729976 -2912 DeepLearning_grid_1_AutoML_20190416_022142_model_8 city 1.0 1.0 0.08653073932057859 -2913 DeepLearning_grid_1_AutoML_20190416_022142_model_8 supply_area 0.7816334962844849 0.7816334962844849 0.0676353243112252 -2914 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 0.720283567905426 0.720283567905426 0.06232666965132068 -2915 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 0.7091841101646423 0.7091841101646423 0.06136622536695315 -2916 DeepLearning_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 0.6902735829353333 0.6902735829353333 0.0597298834648591 -2917 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 0.6834458708763123 0.6834458708763123 0.059139076492523986 -2918 DeepLearning_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 0.6667314767837524 0.6667314767837524 0.057692767614399273 -2919 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_central 0.634003221988678 0.634003221988678 0.05486076753030921 -2920 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_district 0.6183121800422668 0.6183121800422668 0.05350301006997604 -2921 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 0.6107695698738098 0.6107695698738098 0.052850342435692546 -2922 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 0.6034960150718689 0.6034960150718689 0.05222095636119185 -2923 DeepLearning_grid_1_AutoML_20190416_022142_model_8 room_count 0.590370237827301 0.590370237827301 0.051085173152062166 -2924 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 0.5893405675888062 0.5893405675888062 0.05099607502506881 -2925 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 0.5600786805152893 0.5600786805152893 0.04846402230268212 -2926 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 0.5449427962303162 0.5449427962303162 0.04715430304523266 -2927 DeepLearning_grid_1_AutoML_20190416_022142_model_8 bathroom_count 0.531575083732605 0.531575083732605 0.04599758499978077 -2928 DeepLearning_grid_1_AutoML_20190416_022142_model_8 floor 0.5182660222053528 0.5182660222053528 0.044845942066164574 -2929 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 0.5038803219795227 0.5038803219795227 0.04360113678997928 -2930 GBM_grid_1_AutoML_20190416_021340_model_1 supply_area 6.259222670459594e+21 1.0 0.2339894731212298 -2931 GBM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 4.643045427057699e+21 0.7417926588505239 0.17357167340963026 -2932 GBM_grid_1_AutoML_20190416_021340_model_1 city 4.574851640025078e+21 0.7308977297797846 0.17102237469667478 -2933 GBM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.7031393596691175e+21 0.27210077821757084 0.063668717731006 -2934 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 1.518162589961664e+21 0.24254810379675953 0.05675370301395712 -2935 GBM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.5083780975587366e+21 0.2409848917306502 0.05638792784623145 -2936 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 9.827165416771688e+20 0.15700296880555156 0.03673704194927989 -2937 GBM_grid_1_AutoML_20190416_021340_model_1 room_count 9.027959441648286e+20 0.14423451468272167 0.033749358096506324 -2938 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 8.203741600094376e+20 0.13106646035796013 0.03066817200302364 -2939 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 7.951506243964423e+20 0.1270366411709806 0.02972523673468848 -2940 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 6.972286465922931e+20 0.11139221007152601 0.02606460454444572 -2941 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 6.794996637091957e+20 0.10855975246193028 0.025401839280738196 -2942 GBM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 5.551550668912638e+20 0.08869393151825682 0.02075344630500735 -2943 GBM_grid_1_AutoML_20190416_021340_model_1 floor 4.867414830862041e+20 0.0777638867815617 0.018195930895876587 -2944 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 2.7777384464970154e+20 0.04437832927092615 0.01038406188410446 -2945 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 2.6088457199087623e+20 0.04168002733344528 0.009752687635431318 -2946 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 7.203409527541911e+19 0.011508473027391096 0.002692861540109127 -2947 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 1.2863797861816467e+19 0.002055174985629952 0.00048088931205948353 -2948 DeepLearning_grid_1_AutoML_20190416_022142_model_2 city 1.0 1.0 0.08891953877244116 -2949 DeepLearning_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 0.7617546319961548 0.7617546319961548 0.06773487053486874 -2950 DeepLearning_grid_1_AutoML_20190416_022142_model_2 supply_area 0.716713011264801 0.716713011264801 0.06372979039387353 -2951 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 0.6997832655906677 0.6997832655906677 0.06222440521699487 -2952 DeepLearning_grid_1_AutoML_20190416_022142_model_2 room_count 0.6537584066390991 0.6537584066390991 0.05813189598695473 -2953 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_district 0.6507220268249512 0.6507220268249512 0.05786190249434274 -2954 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_central 0.6184461712837219 0.6184461712837219 0.054991948306130696 -2955 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 0.6150886416435242 0.6150886416435242 0.054693398319109514 -2956 DeepLearning_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 0.6088087558746338 0.6088087558746338 0.054134993772996166 -2957 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 0.6078846454620361 0.6078846454620361 0.05405282230133317 -2958 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 0.5862647294998169 0.5862647294998169 0.0521303893456737 -2959 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 0.5768054723739624 0.5768054723739624 0.051289276564912785 -2960 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 0.575649619102478 0.575649619102478 0.05118649862512378 -2961 DeepLearning_grid_1_AutoML_20190416_022142_model_2 bathroom_count 0.5557887554168701 0.5557887554168701 0.049420479786577196 -2962 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 0.5514543652534485 0.5514543652534485 0.04903506781238594 -2963 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 0.5187876224517822 0.5187876224517822 0.04613035610926382 -2964 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 0.4748464822769165 0.4748464822769165 0.04222313019177957 -2965 DeepLearning_grid_1_AutoML_20190416_022142_model_2 floor 0.47356560826301575 0.47356560826301575 0.04210923546523791 -2966 DeepLearning_grid_1_AutoML_20190416_021340_model_3 city 1.0 1.0 0.1335516535514905 -2967 DeepLearning_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 0.4591478109359741 0.4591478109359741 0.061319949375046486 -2968 DeepLearning_grid_1_AutoML_20190416_021340_model_3 supply_area 0.4443511366844177 0.4443511366844177 0.05934382906168837 -2969 DeepLearning_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 0.4417937099933624 0.4417937099933624 0.059002280498261214 -2970 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 0.43354275822639465 0.43354275822639465 0.057900352246409076 -2971 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 0.3886672854423523 0.3886672854423523 0.051907158652195313 -2972 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 0.3877770006656647 0.3877770006656647 0.05178825964813696 -2973 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 0.37823286652565 0.37823286652565 0.05051362475202077 -2974 DeepLearning_grid_1_AutoML_20190416_021340_model_3 room_count 0.3764110505580902 0.3764110505580902 0.05027031821708665 -2975 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 0.37468039989471436 0.37468039989471436 0.05003918695927282 -2976 DeepLearning_grid_1_AutoML_20190416_021340_model_3 bathroom_count 0.37269484996795654 0.37269484996795654 0.04977401348334527 -2977 DeepLearning_grid_1_AutoML_20190416_021340_model_3 floor 0.3716200590133667 0.3716200590133667 0.04963047337413761 -2978 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 0.36979037523269653 0.36979037523269653 0.04938611607975277 -2979 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_district 0.36421439051628113 0.36421439051628113 0.048641434100697656 -2980 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_central 0.3620169758796692 0.3620169758796692 0.04834796574243988 -2981 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 0.34027203917503357 0.34027203917503357 0.04544389348916329 -2982 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.33903953433036804 0.33903953433036804 0.04527929042914799 -2983 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 0.28348731994628906 0.28348731994628906 0.03786020033970735 -2984 GBM_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 8.726815873174392e+19 1.0 0.2509238849098573 -2985 GBM_grid_1_AutoML_20190416_015849_model_2 supply_area 4.946622768917722e+19 0.5668301979560824 0.14223123535536364 -2986 GBM_grid_1_AutoML_20190416_015849_model_2 city 4.7952033051962245e+19 0.5494791427806259 0.13787744118345283 -2987 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_district 4.0288955975851835e+19 0.46166845458143796 0.11584364216390441 -2988 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 2.5822868406179725e+19 0.29590252368630093 0.0742490107979977 -2989 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.074752273236571e+19 0.23774447672423238 0.059655767715505535 -2990 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.8137000653048775e+19 0.20783067864191587 0.05214968128828164 -2991 GBM_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 1.691448885849673e+19 0.19382199767146066 0.04863456863671223 -2992 GBM_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 1.2190242536199029e+19 0.1396871747193723 0.03505084855266691 -2993 GBM_grid_1_AutoML_20190416_015849_model_2 floor 7.946243101704585e+18 0.09105546876645775 0.02284799196516775 -2994 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_central 5.38582246873052e+18 0.06171577981020721 0.01548596323021853 -2995 GBM_grid_1_AutoML_20190416_015849_model_2 bathroom_count 3.8853725514964664e+18 0.04452222446264535 0.011171689526995656 -2996 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 3.5024912666234716e+18 0.040134813401871805 0.010070783298929879 -2997 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 2.571031469937918e+18 0.029461277828045907 0.007392538287021922 -2998 GBM_grid_1_AutoML_20190416_015849_model_2 room_count 2.2370435430067732e+18 0.025634132489070673 0.006432216110451603 -2999 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 1.424085948466987e+18 0.01631850573179303 0.004094702854145281 -3000 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 1.0965776497167565e+18 0.01256561001920022 0.0031530116822799455 -3001 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 9.512062696061665e+17 0.01089980908764337 0.002735022441047242 -3002 GBM_grid_1_AutoML_20190416_021340_model_19 city 5.584904222199828e+19 1.0 0.18242653092121383 -3003 GBM_grid_1_AutoML_20190416_021340_model_19 exclusive_use_area 4.62542683514203e+19 0.8282016398340541 0.1510859520581871 -3004 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_in_sites 3.0608908381470065e+19 0.5480650547201967 0.09998160665175072 -3005 GBM_grid_1_AutoML_20190416_021340_model_19 bathroom_count 2.8969211089014227e+19 0.5187056023962323 0.09462566361454311 -3006 GBM_grid_1_AutoML_20190416_021340_model_19 supply_area 2.7364214383531e+19 0.4899674783098171 0.08938306733227501 -3007 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_gas 2.483239534653027e+19 0.4446342203653599 0.08111307835011113 -3008 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_of_area_type 2.36451844722996e+19 0.4233767228865036 0.07723514682897692 -3009 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_corridor 1.8122271595283087e+19 0.32448670333946994 0.059194983620280556 -3010 GBM_grid_1_AutoML_20190416_021340_model_19 floor 1.2443681065913025e+19 0.22280921159667813 0.04064631152887268 -3011 GBM_grid_1_AutoML_20190416_021340_model_19 room_count 1.074507633848746e+19 0.19239499749657482 0.03509795195989576 -3012 GBM_grid_1_AutoML_20190416_021340_model_19 apartment_building_count_in_sites 9.934373429979382e+18 0.17787902951836745 0.03244985427866797 -3013 GBM_grid_1_AutoML_20190416_021340_model_19 total_parking_capacity_in_site 8.77645134648941e+18 0.1571459598466036 0.028667592303100255 -3014 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_district 2.3858346791576535e+18 0.04271934816131728 0.0077931424882846465 -3015 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_cogeneration 2.029723203886121e+18 0.03634302618508715 0.006629932190124284 -3016 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_individual 1.600172323338453e+18 0.028651741546037904 0.005226837815094911 -3017 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_central 1.303279719705215e+18 0.023335757747191384 0.004257061332237964 -3018 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_stairway 6.779120717230244e+17 0.01213829359916942 0.002214346792599652 -3019 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_mixed 6.033941829789942e+17 0.010804020247661908 0.0019709399337835155 -3020 DeepLearning_grid_1_AutoML_20190416_022142_model_4 city 1.0 1.0 0.08407427732719723 -3021 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 0.7049055099487305 0.7049055099487305 0.05926442133289895 -3022 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 0.6995337009429932 0.6995337009429932 0.058812790372801856 -3023 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_central 0.69917231798172 0.69917231798172 0.05878240736149445 -3024 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 0.6943297386169434 0.6943297386169434 0.058375271001001254 -3025 DeepLearning_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 0.6884556412696838 0.6884556412696838 0.05788141051158081 -3026 DeepLearning_grid_1_AutoML_20190416_022142_model_4 supply_area 0.6818214058876038 0.6818214058876038 0.0573236419662139 -3027 DeepLearning_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 0.6562599539756775 0.6562599539756775 0.0551745813692848 -3028 DeepLearning_grid_1_AutoML_20190416_022142_model_4 room_count 0.6464897394180298 0.6464897394180298 0.054353157641018904 -3029 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 0.6446853280067444 0.6446853280067444 0.054201453055614135 -3030 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 0.6345584392547607 0.6345584392547607 0.05335004220221819 -3031 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 0.6274207234382629 0.6274207234382629 0.05274994390317923 -3032 DeepLearning_grid_1_AutoML_20190416_022142_model_4 floor 0.6248463988304138 0.6248463988304138 0.052533509422168695 -3033 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_district 0.6225252151489258 0.6225252151489258 0.052338357581603906 -3034 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 0.6115177273750305 0.6115177273750305 0.051412911001825705 -3035 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 0.5813051462173462 0.5813051462173462 0.048872810074804096 -3036 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 0.5590167045593262 0.5590167045593262 0.04699892544965666 -3037 DeepLearning_grid_1_AutoML_20190416_022142_model_4 bathroom_count 0.5174006819725037 0.5174006819725037 0.04350008842543725 -3038 DeepLearning_grid_1_AutoML_20190416_020809_model_4 city 1.0 1.0 0.10099911289943586 -3039 DeepLearning_grid_1_AutoML_20190416_020809_model_4 supply_area 0.6357630491256714 0.6357630491256714 0.06421150397593328 -3040 DeepLearning_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 0.5851655602455139 0.5851655602455139 0.0591012024840983 -3041 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 0.5831006765365601 0.5831006765365601 0.058892651061253465 -3042 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 0.5815253853797913 0.5815253853797913 0.05873354805186149 -3043 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_district 0.5506886839866638 0.5506886839866638 0.05561906856641082 -3044 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 0.5315724015235901 0.5315724015235901 0.05368834099570533 -3045 DeepLearning_grid_1_AutoML_20190416_020809_model_4 room_count 0.5235360264778137 0.5235360264778137 0.052876674245154756 -3046 DeepLearning_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 0.5208905339241028 0.5208905339241028 0.05260948184404789 -3047 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.509010910987854 0.509010910987854 0.05140965046590697 -3048 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 0.5082725882530212 0.5082725882530212 0.05133508052465537 -3049 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 0.5052271485328674 0.5052271485328674 0.05102749381453113 -3050 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 0.49917349219322205 0.49917349219322205 0.0504160798944289 -3051 DeepLearning_grid_1_AutoML_20190416_020809_model_4 bathroom_count 0.4991607964038849 0.4991607964038849 0.05041479763096829 -3052 DeepLearning_grid_1_AutoML_20190416_020809_model_4 floor 0.49660634994506836 0.49660634994506836 0.050156800804678714 -3053 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_central 0.4784940779209137 0.4784940779209137 0.04832747739764583 -3054 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 0.47503191232681274 0.47503191232681274 0.04797780174393068 -3055 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 0.41785746812820435 0.41785746812820435 0.042203233599352935 -3056 DeepLearning_grid_1_AutoML_20190416_021340_model_4 city 1.0 1.0 0.09986155302774685 -3057 DeepLearning_grid_1_AutoML_20190416_021340_model_4 supply_area 0.7093148827552795 0.7093148827552795 0.07083328577763638 -3058 DeepLearning_grid_1_AutoML_20190416_021340_model_4 room_count 0.6242623925209045 0.6242623925209045 0.06233981201395443 -3059 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 0.6130431294441223 0.6130431294441223 0.061219438979280096 -3060 DeepLearning_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 0.6047936081886292 0.6047936081886292 0.06039562897497114 -3061 DeepLearning_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 0.6030193567276001 0.6030193567276001 0.06021844946861103 -3062 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 0.5589218735694885 0.5589218735694885 0.055814806315827095 -3063 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 0.556253969669342 0.556253969669342 0.05554838528902969 -3064 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 0.5511273145675659 0.5511273145675659 0.0550364295487287 -3065 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_central 0.5313650369644165 0.5313650369644165 0.053062937815912745 -3066 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 0.5224857330322266 0.5224857330322266 0.05217623673543888 -3067 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_district 0.5093684792518616 0.5093684792518616 0.050866327401472546 -3068 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 0.5021281242370605 0.5021281242370605 0.050143294305222276 -3069 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 0.4478154480457306 0.4478154480457306 0.04471954611166294 -3070 DeepLearning_grid_1_AutoML_20190416_021340_model_4 bathroom_count 0.43615829944610596 0.43615829944610596 0.0435554451486292 -3071 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 0.43472594022750854 0.43472594022750854 0.04341240753256645 -3072 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 0.41862189769744873 0.41862189769744873 0.04180423283548979 -3073 DeepLearning_grid_1_AutoML_20190416_021340_model_4 floor 0.3904584050178528 0.3904584050178528 0.038991782717819765 -3074 GBM_grid_1_AutoML_20190416_021340_model_13 supply_area 1.219382936303116e+20 1.0 0.27318524758905416 -3075 GBM_grid_1_AutoML_20190416_021340_model_13 city 8.082047301288408e+19 0.6627981301584625 0.1810666712889017 -3076 GBM_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 7.0005285215939854e+19 0.5741041893548184 0.15683679511080928 -3077 GBM_grid_1_AutoML_20190416_021340_model_13 apartment_building_count_in_sites 3.5433785306476708e+19 0.2905878395666554 0.0793843108983851 -3078 GBM_grid_1_AutoML_20190416_021340_model_13 floor 2.845633069609858e+19 0.23336664675964322 0.06375232517406047 -3079 GBM_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 2.783400931380062e+19 0.2282630704853623 0.06235810342598141 -3080 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_district 2.4575056849072554e+19 0.20153682750046004 0.05505688811902567 -3081 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 1.7755494307466314e+19 0.14561048690165226 0.039778636915790595 -3082 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 1.6762011884491637e+19 0.13746306747009385 0.03755288212116844 -3083 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_individual 5.752700911617049e+18 0.04717714788643749 0.012888100825901846 -3084 GBM_grid_1_AutoML_20190416_021340_model_13 bathroom_count 4.388868612669047e+18 0.03599253755325682 0.009832630282844793 -3085 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_stairway 3.1640277776114647e+18 0.025947778039309435 0.007088550168054569 -3086 GBM_grid_1_AutoML_20190416_021340_model_13 room_count 2.8944319245273006e+18 0.023736857703639366 0.006484559348754867 -3087 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_mixed 2.56484204410726e+18 0.021033934195300957 0.005746160520915164 -3088 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_cogeneration 1.409814699855315e+18 0.011561705989830754 0.003158487513383765 -3089 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_gas 1.149436327624704e+18 0.009426377009256226 0.0025751471371414296 -3090 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_corridor 1.095290327759061e+18 0.008982332745115536 0.002453840794901656 -3091 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_central 3.573818578782126e+17 0.0029308418810723305 0.0008006627649251138 -3092 GBM_grid_1_AutoML_20190416_021340_model_10 supply_area 6.7788414687645794e+19 1.0 0.1780259206942399 -3093 GBM_grid_1_AutoML_20190416_021340_model_10 room_count 5.549179769999432e+19 0.8186029715503512 0.14573254769329194 -3094 GBM_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 4.28488301515469e+19 0.6320966547010274 0.11252958892089944 -3095 GBM_grid_1_AutoML_20190416_021340_model_10 city 3.8593610200891e+19 0.5693245723287957 0.10135453116268824 -3096 GBM_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 3.1071376166252184e+19 0.45835820633101243 0.08159964168983885 -3097 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 2.4810537055370084e+19 0.36599966483493707 0.06515742730602288 -3098 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_district 2.296646034251999e+19 0.3387962448796659 0.06031451342245368 -3099 GBM_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.0179787704340316e+19 0.29768785414623383 0.05299615431387587 -3100 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 1.986570780981959e+19 0.29305461562062535 0.0521713177595584 -3101 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.8607818129132225e+19 0.27449849970489776 0.04886784813915196 -3102 GBM_grid_1_AutoML_20190416_021340_model_10 floor 1.6178569233351836e+19 0.2386627465459865 0.04248815518926526 -3103 GBM_grid_1_AutoML_20190416_021340_model_10 bathroom_count 8.344884786250121e+18 0.12310193157195853 0.021915334707337236 -3104 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 4.801151113346679e+18 0.07082554055098256 0.012608782065255892 -3105 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 3.8188422024113684e+18 0.05633473241715062 0.01002904260562688 -3106 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_central 1.7491138177044316e+18 0.025802547909756644 0.004593522347891662 -3107 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 1.6815261507502735e+18 0.024805509296807998 0.004416023630853771 -3108 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 1.123964835097215e+18 0.016580485622450375 0.0029517562184943353 -3109 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 8.559486366247813e+17 0.012626768756413697 0.002247892133253811 -3110 DeepLearning_grid_1_AutoML_20190416_021340_model_7 city 1.0 1.0 0.11043662754183926 -3111 DeepLearning_grid_1_AutoML_20190416_021340_model_7 supply_area 0.5974629521369934 0.5974629521369934 0.06598179351520088 -3112 DeepLearning_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 0.5553152561187744 0.5553152561187744 0.06132714410829017 -3113 DeepLearning_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 0.5236496925354004 0.5236496925354004 0.05783010605693066 -3114 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 0.5180709362030029 0.5180709362030029 0.057214007021703005 -3115 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 0.5120643973350525 0.5120643973350525 0.05655066512592758 -3116 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 0.4818808436393738 0.4818808436393738 0.053217295248548804 -3117 DeepLearning_grid_1_AutoML_20190416_021340_model_7 bathroom_count 0.48013532161712646 0.48013532161712646 0.0530245256831118 -3118 DeepLearning_grid_1_AutoML_20190416_021340_model_7 floor 0.4776095151901245 0.4776095151901245 0.0527455841394902 -3119 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 0.4589800536632538 0.4589800536632538 0.05068820923554216 -3120 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 0.4482848048210144 0.4482848048210144 0.04950706202268448 -3121 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_district 0.44772404432296753 0.44772404432296753 0.0494451335244215 -3122 DeepLearning_grid_1_AutoML_20190416_021340_model_7 room_count 0.4409758150577545 0.4409758150577545 0.04869988184249223 -3123 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 0.43091046810150146 0.43091046810150146 0.047588298869605125 -3124 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 0.42951688170433044 0.42951688170433044 0.04743439588771338 -3125 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_central 0.42851996421813965 0.42851996421813965 0.047324299682600976 -3126 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 0.41270434856414795 0.41270434856414795 0.04557767642727621 -3127 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 0.41116154193878174 0.41116154193878174 0.04540729406662156 -3128 GBM_grid_1_AutoML_20190416_022142_model_12 supply_area 7.05545458097907e+21 1.0 0.30481502853151443 -3129 GBM_grid_1_AutoML_20190416_022142_model_12 city 6.335465797401209e+21 0.8979528852019129 0.2737095343227768 -3130 GBM_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4168073812517186e+21 0.6260131548658922 0.19081821766155027 -3131 GBM_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 9.195974669996644e+20 0.13033851418714026 0.03972913792070836 -3132 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 8.930198256424583e+20 0.12657155047811758 0.03858091077026543 -3133 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 7.194664363898301e+20 0.10197308027883177 0.03108292737463852 -3134 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 6.168031533404783e+20 0.08742217050100913 0.02664759139555202 -3135 GBM_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 5.2908731745436906e+20 0.07498982686115581 0.022858026214256536 -3136 GBM_grid_1_AutoML_20190416_022142_model_12 room_count 4.1576394371828705e+20 0.05892801646532496 0.01796214502018358 -3137 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 3.7904155717233594e+20 0.05372319427782882 0.016375636996600485 -3138 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_district 3.292788571678452e+20 0.04667011223565298 0.014225751592679546 -3139 GBM_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.803690243387e+20 0.02556447954820093 0.007792437562878184 -3140 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.016979734128157e+20 0.01441409228074193 0.004393631949810233 -3141 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 9.720269488944421e+19 0.013776957072545651 0.004199423563145452 -3142 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 9.261288475436306e+19 0.013126423491413273 0.004001131151051878 -3143 GBM_grid_1_AutoML_20190416_022142_model_12 floor 6.438667084684172e+19 0.00912580048639572 0.00278168113563362 -3144 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_central 6.200262204944548e+17 8.787898970620474e-05 2.6786836754617462e-05 -3145 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 0.0 0.0 0.0 -3146 XGBoost_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 6.099160939790661e+20 1.0 0.24722591208239844 -3147 XGBoost_grid_1_AutoML_20190416_022142_model_15 city 4.772963439520734e+20 0.7825606647599882 0.19346927410509615 -3148 XGBoost_grid_1_AutoML_20190416_022142_model_15 supply_area 4.5036647184588603e+20 0.738407260099852 0.18255340836645073 -3149 XGBoost_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 1.8255253128616083e+20 0.2993076147494257 0.0739965980496339 -3150 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 1.2498497877822774e+20 0.20492159497354984 0.050661928222715695 -3151 XGBoost_grid_1_AutoML_20190416_022142_model_15 floor 1.0386239283841833e+20 0.17028964125347898 0.042100011877075766 -3152 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 9.84974270057551e+19 0.16149340536853546 0.03992535443752868 -3153 XGBoost_grid_1_AutoML_20190416_022142_model_15 room_count 7.617532665660021e+19 0.12489476406440711 0.03087722196013901 -3154 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 7.14632640226499e+19 0.11716900853759517 0.028967215003497297 -3155 XGBoost_grid_1_AutoML_20190416_022142_model_15 bathroom_count 5.9041804086734225e+19 0.09680315812220672 0.02393224905921919 -3156 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_district 4.748014025350683e+19 0.07784700341935308 0.019245796423231154 -3157 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 4.330693507419e+19 0.07100474229439895 0.017554212175908433 -3158 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 4.078792314862961e+19 0.0668746464493681 0.016533145463632954 -3159 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 3.206489927115709e+19 0.0525726400527769 0.012997318887627401 -3160 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 1.610697013566269e+19 0.02640850158680273 0.006528865891526772 -3161 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 1.591435768870889e+19 0.02609270003826971 0.006450791565653662 -3162 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.0014194675621036e+19 0.01641897102647163 0.004059195087473924 -3163 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 7.207459248769335e+18 0.01181713242185197 0.0029215013411908355 -3164 DeepLearning_grid_1_AutoML_20190416_021340_model_5 supply_area 1.0 1.0 0.0665087077774199 -3165 DeepLearning_grid_1_AutoML_20190416_021340_model_5 room_count 0.9186531901359558 0.9186531901359558 0.06109843657154686 -3166 DeepLearning_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 0.9114259481430054 0.9114259481430054 0.060617762045801014 -3167 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 0.8867244124412537 0.8867244124412537 0.05897489482615971 -3168 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 0.8809428215026855 0.8809428215026855 0.0585903686839379 -3169 DeepLearning_grid_1_AutoML_20190416_021340_model_5 city 0.8709022402763367 0.8709022402763367 0.05792258260123922 -3170 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_central 0.8575815558433533 0.8575815558433533 0.057036641092890694 -3171 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 0.8467792868614197 0.8467792868614197 0.05631819614183819 -3172 DeepLearning_grid_1_AutoML_20190416_021340_model_5 floor 0.845142662525177 0.845142662525177 0.05620934637211761 -3173 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_district 0.823436975479126 0.823436975479126 0.05476572917526367 -3174 DeepLearning_grid_1_AutoML_20190416_021340_model_5 bathroom_count 0.812926709651947 0.812926709651947 0.054066704976700825 -3175 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 0.8029020428657532 0.8029020428657532 0.05339997734285185 -3176 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 0.7853900194168091 0.7853900194168091 0.052235275292694706 -3177 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 0.7751805186271667 0.7751805186271667 0.051556254588123046 -3178 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 0.774206280708313 0.774206280708313 0.05149145928307232 -3179 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 0.7656461000442505 0.7656461000442505 0.050922132728764266 -3180 DeepLearning_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 0.7428159117698669 0.7428159117698669 0.04940372640831981 -3181 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 0.7349684834480286 0.7349684834480286 0.04888180409125841 -3182 DeepLearning_grid_1_AutoML_20190416_022142_model_6 city 1.0 1.0 0.12702490707017725 -3183 DeepLearning_grid_1_AutoML_20190416_022142_model_6 supply_area 0.6145082116127014 0.6145082116127014 0.0780578484739642 -3184 DeepLearning_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 0.5621442794799805 0.5621442794799805 0.07140632486097626 -3185 DeepLearning_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 0.48283886909484863 0.48283886909484863 0.06133256247664262 -3186 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 0.463399738073349 0.463399738073349 0.05886330866511163 -3187 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 0.4178721308708191 0.4178721308708191 0.053080168591082735 -3188 DeepLearning_grid_1_AutoML_20190416_022142_model_6 room_count 0.3930974304676056 0.3930974304676056 0.049933164574673054 -3189 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_district 0.3909040093421936 0.3909040093421936 0.04965454546005184 -3190 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 0.3756101727485657 0.3756101727485657 0.04771184728799977 -3191 DeepLearning_grid_1_AutoML_20190416_022142_model_6 bathroom_count 0.37515878677368164 0.37515878677368164 0.047654510026487344 -3192 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 0.37384381890296936 0.37384381890296936 0.04748747635490985 -3193 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 0.3726748824119568 0.3726748824119568 0.04733899230576804 -3194 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 0.3706105351448059 0.3706105351448059 0.047076768785997626 -3195 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 0.3529074192047119 0.3529074192047119 0.04482803212885461 -3196 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 0.3523550033569336 0.3523550033569336 0.04475786155712648 -3197 DeepLearning_grid_1_AutoML_20190416_022142_model_6 floor 0.3486396074295044 0.3486396074295044 0.04428591373471587 -3198 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 0.32672083377838135 0.32672083377838135 0.04150168354858971 -3199 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_central 0.2991860806941986 0.2991860806941986 0.03800408409687112 -3200 GBM_grid_1_AutoML_20190416_022142_model_42 supply_area 6.335561498893291e+21 1.0 0.28873369189332454 -3201 GBM_grid_1_AutoML_20190416_022142_model_42 city 4.761041707619643e+21 0.7514790454565569 0.2169773191751431 -3202 GBM_grid_1_AutoML_20190416_022142_model_42 exclusive_use_area 3.395841345726827e+21 0.5359969035609582 0.1547603648085457 -3203 GBM_grid_1_AutoML_20190416_022142_model_42 apartment_building_count_in_sites 1.0754945642819307e+21 0.16975520866931848 0.049014048117214014 -3204 GBM_grid_1_AutoML_20190416_022142_model_42 total_parking_capacity_in_site 8.978916649081105e+20 0.1417225079521296 0.04092006294539942 -3205 GBM_grid_1_AutoML_20190416_022142_model_42 room_count 8.878274567470768e+20 0.14013398132149207 0.04046140178666459 -3206 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_in_sites 6.803338148026778e+20 0.10738334951393336 0.031005190953029213 -3207 GBM_grid_1_AutoML_20190416_022142_model_42 bathroom_count 6.694448145911377e+20 0.1056646383604796 0.030508941136394276 -3208 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_cogeneration 6.450115903440017e+20 0.10180811763198473 0.029395433668592822 -3209 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_gas 6.090013003047565e+20 0.0961242820247484 0.02775431882960074 -3210 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_individual 5.8511262458443937e+20 0.09235371240365169 0.026665628342360668 -3211 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_district 5.500866173543792e+20 0.08682523521403264 0.025069370712853933 -3212 GBM_grid_1_AutoML_20190416_022142_model_42 floor 2.6454747623155617e+20 0.0417559637417722 0.012056353569725684 -3213 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_of_area_type 2.416173987287993e+20 0.038136698502730264 0.011011349755315931 -3214 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_stairway 1.496638163308228e+20 0.02362281801809775 0.00682070345928951 -3215 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_corridor 1.4945248139987124e+20 0.02358946108028119 0.006811072187483479 -3216 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_central 4.365437195247419e+19 0.0068903714311825135 0.0019894823818416172 -3217 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_mixed 9.93258809797378e+17 0.00015677518243187798 4.52662772208056e-05 -3218 GBM_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 1.4074094521988573e+20 1.0 0.31697497307922845 -3219 GBM_grid_1_AutoML_20190416_022142_model_3 city 7.374965887019149e+19 0.5240099727550442 0.16609804700727737 -3220 GBM_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 6.745009056173261e+19 0.47924994717317254 0.15191023910343804 -3221 GBM_grid_1_AutoML_20190416_022142_model_3 supply_area 3.7604353201101865e+19 0.26718843718401164 0.08469204768348322 -3222 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 3.114892692038248e+19 0.2213210013029055 0.07015321842985635 -3223 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 2.018866076317647e+19 0.1434455391189454 0.045468645900563126 -3224 GBM_grid_1_AutoML_20190416_022142_model_3 floor 1.437103259042762e+19 0.10210982005254496 0.0323662574622803 -3225 GBM_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.291491085885689e+19 0.09176370699144702 0.029086798553264126 -3226 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_district 1.1221904844639961e+19 0.07973447120955092 0.025273831865133916 -3227 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.1148293640671986e+19 0.07921144499388234 0.025108045644502638 -3228 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.0348761770302112e+19 0.07353056890540126 0.023307350099289918 -3229 GBM_grid_1_AutoML_20190416_022142_model_3 room_count 5.113326103972282e+18 0.03633147479565033 0.01151616824527993 -3230 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 4.341809515000234e+18 0.030849654364739666 0.009778568361766857 -3231 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.4690519883133747e+18 0.010437985804473677 0.0033085802693744127 -3232 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.603365813728051e+17 0.006112908933705566 0.0019376391446970969 -3233 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 5.147528955774894e+17 0.003657449470538005 0.0011593199474624226 -3234 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 5.061138952790999e+17 0.0035960671891777907 0.001139863300480727 -3235 GBM_grid_1_AutoML_20190416_022142_model_3 bathroom_count 3.198694417162568e+17 0.0022727532575293617 0.0007204059026210982 -3236 XGBoost_grid_1_AutoML_20190416_022142_model_10 supply_area 7.505464107370115e+20 1.0 0.23939299000041214 -3237 XGBoost_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 6.73700012551561e+20 0.8976127297577908 0.21488219523914948 -3238 XGBoost_grid_1_AutoML_20190416_022142_model_10 city 6.444489922343013e+20 0.8586397629980989 0.20555234019736013 -3239 XGBoost_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 1.9530670783868803e+20 0.26021936158072273 0.062294691024807586 -3240 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 1.5294922744336168e+20 0.20378383702237765 0.04878442205854367 -3241 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 1.1759538982636382e+20 0.15667970447142512 0.0375080229257954 -3242 XGBoost_grid_1_AutoML_20190416_022142_model_10 floor 1.0501493611102523e+20 0.13991797790079905 0.033495383084483875 -3243 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 1.0112559404767458e+20 0.13473596382717043 0.0322548452411737 -3244 XGBoost_grid_1_AutoML_20190416_022142_model_10 bathroom_count 7.46621875505479e+19 0.09947710958637739 0.02381412270048154 -3245 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 6.6917654255005336e+19 0.08915858273080599 0.021343939704126756 -3246 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_district 5.727894829782794e+19 0.07631633098022803 0.01826959465921787 -3247 XGBoost_grid_1_AutoML_20190416_022142_model_10 room_count 5.48265755730038e+19 0.07304888117333867 0.01748739008027036 -3248 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 4.747480542308886e+19 0.06325365726080841 0.015142482140126205 -3249 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.907656960337353e+19 0.03874053514535005 0.0092742125426614 -3250 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 2.453187902744979e+19 0.03268535919499009 0.007824645866926142 -3251 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.6412731125207663e+19 0.02186770983168237 0.005234976441067852 -3252 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_central 1.5556118108681798e+19 0.020726390648389364 0.004961752629234511 -3253 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 7.781561548631179e+18 0.010367861916746688 0.002481993464161394 -3254 GBM_grid_1_AutoML_20190416_022142_model_5 supply_area 6.757654759306638e+19 1.0 0.17261283780291298 -3255 GBM_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 6.086835238521432e+19 0.9007319040882705 0.1554778900642976 -3256 GBM_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.423910651028308e+19 0.802632103032269 0.13854460501611995 -3257 GBM_grid_1_AutoML_20190416_022142_model_5 room_count 3.804024359081738e+19 0.5629207905069193 0.0971673551076584 -3258 GBM_grid_1_AutoML_20190416_022142_model_5 city 3.0460735995487715e+19 0.4507589848909817 0.07780678754719272 -3259 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 2.7998058647688053e+19 0.41431620354871107 0.07151629564227234 -3260 GBM_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.599378968774076e+19 0.3846569647841528 0.06639673027204777 -3261 GBM_grid_1_AutoML_20190416_022142_model_5 floor 2.543594146827233e+19 0.37640190826916636 0.06497180154077255 -3262 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 2.108500903041853e+19 0.3120166652695637 0.05385808203398098 -3263 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 1.2558506363736556e+19 0.18584119507497757 0.032078576062576615 -3264 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_district 1.1211537549501661e+19 0.16590870573938596 0.028637972513883846 -3265 GBM_grid_1_AutoML_20190416_022142_model_5 bathroom_count 5.072979524791042e+18 0.0750701198193728 0.012958066416226639 -3266 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 3.92498218300919e+18 0.058082016954235594 0.010025701771787509 -3267 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 2.9533882877644636e+18 0.043704338161061854 0.007543929834279029 -3268 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 1.2239026767611822e+18 0.018111352538032876 0.003126251958038845 -3269 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_central 1.1878880359544259e+18 0.017578406684929666 0.0030342586619394054 -3270 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.0760923737017549e+18 0.01592405075473501 0.002748695590092428 -3271 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 5.849525554826445e+17 0.008656147381264901 0.0014941621639203882 -3272 GBM_grid_1_AutoML_20190416_020809_model_3 supply_area 4.166770063214899e+21 1.0 0.1931465378744332 -3273 GBM_grid_1_AutoML_20190416_020809_model_3 city 4.0054573170119756e+21 0.9612859016082923 0.1856690438031447 -3274 GBM_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 3.541830312722646e+21 0.8500181817064134 0.1641780689269146 -3275 GBM_grid_1_AutoML_20190416_020809_model_3 room_count 1.5117816929771219e+21 0.36281860290862716 0.07007715702824009 -3276 GBM_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 1.3418605975614563e+21 0.32203855197282827 0.062200631375647505 -3277 GBM_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 1.1507237479886902e+21 0.2761668463896089 0.05334067025585338 -3278 GBM_grid_1_AutoML_20190416_020809_model_3 bathroom_count 9.322823479313627e+20 0.22374221130216482 0.04321503348938301 -3279 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 8.080280342122107e+20 0.19392191600531258 0.03745534669440276 -3280 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 7.546584083030333e+20 0.18111352362956443 0.03498145005128972 -3281 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 7.501489680698961e+20 0.180031284829553 0.03477241937391413 -3282 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_district 6.813875163779941e+20 0.16352894593186768 0.03158504974899562 -3283 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 6.653582905105082e+20 0.15968202718561977 0.030842030711673584 -3284 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 4.054497154091901e+20 0.09730551704510489 0.018794223733343655 -3285 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 3.031111489298461e+20 0.07274487056671869 0.014050419898085472 -3286 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 2.6222066333657753e+20 0.06293139754735097 0.012154981559870435 -3287 GBM_grid_1_AutoML_20190416_020809_model_3 floor 2.5410542309866052e+20 0.06098378822051049 0.011778807561259243 -3288 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_central 3.7928273724691186e+19 0.009102559812342363 0.0017581279135488776 -3289 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.0 0.0 0.0 -3290 DeepLearning_grid_1_AutoML_20190416_015849_model_5 city 1.0 1.0 0.12292167047630163 -3291 DeepLearning_grid_1_AutoML_20190416_015849_model_5 supply_area 0.5566843152046204 0.5566843152046204 0.06842856595290799 -3292 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 0.5210067629814148 0.5210067629814148 0.06404302163512605 -3293 DeepLearning_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 0.5073556303977966 0.5073556303977966 0.06236500161405425 -3294 DeepLearning_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 0.470718115568161 0.470718115568161 0.05786145708909516 -3295 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 0.45125481486320496 0.45125481486320496 0.055468995653459384 -3296 DeepLearning_grid_1_AutoML_20190416_015849_model_5 floor 0.43693533539772034 0.43693533539772034 0.053708821317210914 -3297 DeepLearning_grid_1_AutoML_20190416_015849_model_5 bathroom_count 0.43297556042671204 0.43297556042671204 0.053222079163064324 -3298 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_central 0.39531174302101135 0.39531174302101135 0.04859237981104119 -3299 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_district 0.39332646131515503 0.39332646131515503 0.04834834566739129 -3300 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 0.39085933566093445 0.39085933566093445 0.04804508246069956 -3301 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 0.387646347284317 0.387646347284317 0.047650136562224804 -3302 DeepLearning_grid_1_AutoML_20190416_015849_model_5 room_count 0.38671767711639404 0.38671767711639404 0.0475359828738622 -3303 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.3857880234718323 0.3857880234718323 0.04742170829490829 -3304 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 0.36729907989501953 0.36729907989501953 0.04514901646510438 -3305 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 0.36065393686294556 0.36065393686294556 0.04433218438304789 -3306 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 0.3498469293117523 0.3498469293117523 0.04300376896200521 -3307 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 0.34088197350502014 0.34088197350502014 0.04190178161849547 -3308 GBM_grid_1_AutoML_20190416_022142_model_31 supply_area 3.596274047142951e+22 1.0 0.30453304088325084 -3309 GBM_grid_1_AutoML_20190416_022142_model_31 city 2.3533875104798443e+22 0.6543960442473747 0.19928521729662343 -3310 GBM_grid_1_AutoML_20190416_022142_model_31 exclusive_use_area 1.9625309074594646e+22 0.5457122793571839 0.16618741987997332 -3311 GBM_grid_1_AutoML_20190416_022142_model_31 apartment_building_count_in_sites 6.57041070866178e+21 0.18270050120016917 0.055638339201381545 -3312 GBM_grid_1_AutoML_20190416_022142_model_31 total_parking_capacity_in_site 5.895800757879258e+21 0.16394192101581243 0.04992573173518709 -3313 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_in_sites 4.007370220953701e+21 0.11143116927191198 0.03393447282755162 -3314 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_district 3.309272872214535e+21 0.09201948541278651 0.02802297371326782 -3315 GBM_grid_1_AutoML_20190416_022142_model_31 floor 3.2985906153733887e+21 0.09172244862690439 0.02793251619760895 -3316 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_cogeneration 3.2522080428111e+21 0.09043270896985191 0.02753974785789904 -3317 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_of_area_type 3.246614290598929e+21 0.09027716597899962 0.027492379877906717 -3318 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_gas 3.2163810633504375e+21 0.08943648401616339 0.027236364443348496 -3319 GBM_grid_1_AutoML_20190416_022142_model_31 bathroom_count 2.148673856142928e+21 0.05974722248572617 0.018195003347906333 -3320 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_individual 1.5928674561555557e+21 0.04429216003215896 0.013488426181880954 -3321 GBM_grid_1_AutoML_20190416_022142_model_31 room_count 9.958776079007173e+20 0.02769192766863496 0.008433106940848437 -3322 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_stairway 7.250369669164224e+20 0.02016078189292681 0.006139624216436984 -3323 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_corridor 3.9994733701133396e+20 0.011121158503731686 0.0033867602172860346 -3324 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_central 2.8551934991352306e+20 0.007939310135175962 0.002417782257980349 -3325 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_mixed 2.4928263964379316e+19 0.0006931691978308355 0.000211092923662028 -3326 GBM_grid_1_AutoML_20190416_020809_model_10 supply_area 4.46438087444047e+21 1.0 0.28898098981018877 -3327 GBM_grid_1_AutoML_20190416_020809_model_10 city 4.3319671640964297e+21 0.9703399611126065 0.2804098024147011 -3328 GBM_grid_1_AutoML_20190416_020809_model_10 exclusive_use_area 2.812839959389578e+21 0.6300627205652827 0.18207614863145574 -3329 GBM_grid_1_AutoML_20190416_020809_model_10 room_count 6.804704005351266e+20 0.1524221207090471 0.044047095311468505 -3330 GBM_grid_1_AutoML_20190416_020809_model_10 apartment_building_count_in_sites 5.918318193066157e+20 0.1325675017324303 0.03830948786730162 -3331 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_gas 4.38730085202435e+20 0.09827344430092379 0.02839915720613741 -3332 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_cogeneration 4.2738062711336835e+20 0.09573121987871001 0.02766450267628644 -3333 GBM_grid_1_AutoML_20190416_020809_model_10 total_parking_capacity_in_site 3.983471517687339e+20 0.08922786002631541 0.025785155309049602 -3334 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_individual 3.853681998551172e+20 0.08632063676767188 0.02494502305416759 -3335 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_district 3.024497531033202e+20 0.06774730060217518 0.019577681984984982 -3336 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_in_sites 1.91960234248389e+20 0.04299817592791022 0.012425655439680126 -3337 GBM_grid_1_AutoML_20190416_020809_model_10 bathroom_count 1.6582538821392086e+20 0.03714409520104041 0.01073393739680054 -3338 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_stairway 7.571551968995731e+19 0.0169599148951302 0.0049010929934912885 -3339 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_corridor 7.3433333772926845e+19 0.016448716146363833 0.004753366273083054 -3340 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_of_area_type 6.5887719723035e+19 0.01475853462688549 0.004264935944625314 -3341 GBM_grid_1_AutoML_20190416_020809_model_10 floor 4.1677247735593435e+19 0.009335504498329105 0.0026977833303046144 -3342 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_central 4.3541168984057446e+17 9.753013958405721e-05 2.8184356273326724e-05 -3343 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_mixed 0.0 0.0 0.0 -3344 GBM_grid_1_AutoML_20190416_022142_model_39 supply_area 1.586146502214775e+20 1.0 0.3581172884811309 -3345 GBM_grid_1_AutoML_20190416_022142_model_39 city 4.941535548518328e+19 0.3115434508488555 0.11156909586204661 -3346 GBM_grid_1_AutoML_20190416_022142_model_39 exclusive_use_area 4.5379136260547805e+19 0.28609675207922985 0.10245619309787214 -3347 GBM_grid_1_AutoML_20190416_022142_model_39 apartment_building_count_in_sites 3.124926835153332e+19 0.19701375823670264 0.07055403289320501 -3348 GBM_grid_1_AutoML_20190416_022142_model_39 floor 3.0054316915443106e+19 0.18948008190591178 0.06785609315332772 -3349 GBM_grid_1_AutoML_20190416_022142_model_39 total_parking_capacity_in_site 2.87729042829911e+19 0.18140130336519858 0.06496294288808796 -3350 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_of_area_type 2.718357561820368e+19 0.17138124114163852 0.061374585374174416 -3351 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_in_sites 2.361493910644274e+19 0.14888245867244057 0.05331738240217845 -3352 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_district 2.1176418029105316e+19 0.13350858826430073 0.04781173361815511 -3353 GBM_grid_1_AutoML_20190416_022142_model_39 room_count 6.886774038144745e+18 0.0434182720734092 0.015548833865465314 -3354 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_individual 4.912524494414807e+18 0.030971442345050282 0.011091408952959085 -3355 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_stairway 4.907410116078207e+18 0.03093919829742001 0.011079861802052076 -3356 GBM_grid_1_AutoML_20190416_022142_model_39 bathroom_count 3.642533588752138e+18 0.022964673084522647 0.008224046455884858 -3357 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_cogeneration 1.985161509440848e+18 0.012515625175032184 0.004482061751328705 -3358 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_gas 1.7262129146432061e+18 0.0108830610049756 0.003897412297476593 -3359 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_mixed 1.5267430885448745e+18 0.009625485958661738 0.0034470529318291403 -3360 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_corridor 9.800212395547689e+17 0.006178630020533043 0.0022126742294814074 -3361 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_central 8.846292599963648e+17 0.005577222903187917 0.001997299943344518 -3362 GBM_grid_1_AutoML_20190416_020809_model_13 exclusive_use_area 4.8956573263377465e+20 1.0 0.219737746189344 -3363 GBM_grid_1_AutoML_20190416_020809_model_13 city 4.525570860365088e+20 0.924405153117711 0.20312670491190124 -3364 GBM_grid_1_AutoML_20190416_020809_model_13 supply_area 3.751294772085229e+20 0.7662494578417376 0.16837392888495017 -3365 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_cogeneration 1.904124033514571e+20 0.3889414447516026 0.0854651164693444 -3366 GBM_grid_1_AutoML_20190416_020809_model_13 apartment_building_count_in_sites 1.4466692301067387e+20 0.2955005086495579 0.0649326157684586 -3367 GBM_grid_1_AutoML_20190416_020809_model_13 room_count 1.3022546230244069e+20 0.2660019965079079 0.058450679194513425 -3368 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_in_sites 1.0731561581363488e+20 0.21920573410294952 0.04816777396356275 -3369 GBM_grid_1_AutoML_20190416_020809_model_13 total_parking_capacity_in_site 7.956420621135931e+19 0.16251996597743543 0.03571177103465053 -3370 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_gas 6.449809975324705e+19 0.13174553579610035 0.02894946710634263 -3371 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_corridor 5.364028169147069e+19 0.10956706753737792 0.02407602047723906 -3372 GBM_grid_1_AutoML_20190416_020809_model_13 bathroom_count 4.259775447232099e+19 0.0870113074359858 0.019119668588971628 -3373 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_individual 3.9607658988863226e+19 0.0809036587911928 0.017777587641248413 -3374 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_of_area_type 2.3513841211291992e+19 0.0480299981062641 0.010554003533348932 -3375 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_district 2.261638463632913e+19 0.04619682941176682 0.01015118717603524 -3376 GBM_grid_1_AutoML_20190416_020809_model_13 floor 6.950336805346476e+18 0.01419694300897027 0.003119604259569691 -3377 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_stairway 4.573295195554054e+18 0.009341534528878394 0.0020526877433256737 -3378 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_central 5.200871762396447e+17 0.0010623439133324757 0.000233437057193646 -3379 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_mixed 0.0 0.0 0.0 -3380 GBM_grid_1_AutoML_20190416_015849_model_10 supply_area 2.780485818191572e+21 1.0 0.19815624551150918 -3381 GBM_grid_1_AutoML_20190416_015849_model_10 city 2.7194651394654454e+21 0.9780539507423871 0.19380749878680995 -3382 GBM_grid_1_AutoML_20190416_015849_model_10 exclusive_use_area 2.1080283065559558e+21 0.7581510730117723 0.15023237015853488 -3383 GBM_grid_1_AutoML_20190416_015849_model_10 room_count 9.633253786878508e+20 0.3464593749715284 0.0686530889666222 -3384 GBM_grid_1_AutoML_20190416_015849_model_10 total_parking_capacity_in_site 7.816191371035426e+20 0.2811088378835565 0.05570347189510906 -3385 GBM_grid_1_AutoML_20190416_015849_model_10 bathroom_count 7.333752408890105e+20 0.2637579505318239 0.05226528520119659 -3386 GBM_grid_1_AutoML_20190416_015849_model_10 apartment_building_count_in_sites 7.076966306074182e+20 0.25452265427043397 0.05043525356785309 -3387 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_cogeneration 6.104074085509146e+20 0.21953264589852273 0.04350176487845887 -3388 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_gas 5.972630900884803e+20 0.21480529991587596 0.04256501174730368 -3389 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_in_sites 4.695897350115961e+20 0.16888765694802835 0.033466144014057043 -3390 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_individual 4.458504521351682e+20 0.16034983858509638 0.031774321982399226 -3391 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_district 4.290968855994895e+20 0.15432442877143468 0.03058034939605582 -3392 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_corridor 2.1844847211611737e+20 0.07856485751047501 0.015568117193422422 -3393 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_of_area_type 1.9657019623258404e+20 0.07069634915830403 0.01400892312058027 -3394 GBM_grid_1_AutoML_20190416_015849_model_10 floor 1.4193584168039455e+20 0.05104713742892227 0.010115309097025271 -3395 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_stairway 1.1938677574298763e+20 0.04293737984991299 0.008508309983160286 -3396 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_central 9.240414467085304e+18 0.0033233093319984166 0.0006585344999021678 -3397 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_mixed 0.0 0.0 0.0 -3398 DeepLearning_grid_1_AutoML_20190416_022142_model_9 city 1.0 1.0 0.14313807997536115 -3399 DeepLearning_grid_1_AutoML_20190416_022142_model_9 supply_area 0.5418451428413391 0.5418451428413391 0.07755867339028458 -3400 DeepLearning_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 0.46861523389816284 0.46861523389816284 0.06707668482738781 -3401 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 0.40148860216140747 0.40148860216140747 0.0574683076453755 -3402 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 0.3762429356575012 0.3762429356575012 0.05385469141430807 -3403 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 0.37205055356025696 0.37205055356025696 0.053254601890385445 -3404 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 0.3478339910507202 0.3478339910507202 0.049788289629167044 -3405 DeepLearning_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 0.3417264521121979 0.3417264521121979 0.0489140682321322 -3406 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 0.3324684798717499 0.3324684798717499 0.047588899861169286 -3407 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 0.3296869397163391 0.3296869397163391 0.04719075554394942 -3408 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_district 0.3286779224872589 0.3286779224872589 0.047046326755116816 -3409 DeepLearning_grid_1_AutoML_20190416_022142_model_9 floor 0.3285304605960846 0.3285304605960846 0.04702521934314459 -3410 DeepLearning_grid_1_AutoML_20190416_022142_model_9 room_count 0.3236302137374878 0.3236302137374878 0.04632380741639975 -3411 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 0.32168859243392944 0.32168859243392944 0.04604588747096915 -3412 DeepLearning_grid_1_AutoML_20190416_022142_model_9 bathroom_count 0.3161783516407013 0.3161783516407013 0.045257162183624564 -3413 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 0.3031919598579407 0.3031919598579407 0.0433983149980324 -3414 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_central 0.27992966771125793 0.27992966771125793 0.04006859516433031 -3415 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 0.27247560024261475 0.27247560024261475 0.039001634258861925 -3416 GBM_grid_1_AutoML_20190416_015849_model_12 supply_area 3.3029771214104476e+21 1.0 0.3337044246384953 -3417 GBM_grid_1_AutoML_20190416_015849_model_12 city 1.9971874013769735e+21 0.6046628020614713 0.20177865246222362 -3418 GBM_grid_1_AutoML_20190416_015849_model_12 exclusive_use_area 1.6638645932187263e+21 0.5037469325576853 0.16810258029256928 -3419 GBM_grid_1_AutoML_20190416_015849_model_12 apartment_building_count_in_sites 5.121714805946167e+20 0.155063587111953 0.05174540511957547 -3420 GBM_grid_1_AutoML_20190416_015849_model_12 total_parking_capacity_in_site 4.6628289661645514e+20 0.1411704893727334 0.04710921693206281 -3421 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_district 4.481366974491284e+20 0.1356765974987328 0.04527588090522334 -3422 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_cogeneration 3.0826822790002246e+20 0.09333041573366539 0.03114477268367438 -3423 GBM_grid_1_AutoML_20190416_015849_model_12 floor 2.8676723403839767e+20 0.0868208357180329 0.02897249702991949 -3424 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_in_sites 2.7898446852453407e+20 0.08446454767007325 0.028186193282592552 -3425 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_of_area_type 2.6672545923259905e+20 0.08075304473156662 0.026947648329954114 -3426 GBM_grid_1_AutoML_20190416_015849_model_12 bathroom_count 1.4026016836747788e+20 0.042464771390115945 0.014170682104143876 -3427 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_individual 1.1090518702678868e+20 0.03357734036602397 0.011204907047734951 -3428 GBM_grid_1_AutoML_20190416_015849_model_12 room_count 4.126709031601439e+19 0.012493907405084412 0.0041692721821003295 -3429 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_stairway 3.555022138883493e+19 0.010763084357561086 0.003591688872875511 -3430 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_corridor 2.5001632176277553e+19 0.007569423358767099 0.002525950066782561 -3431 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_central 1.2702462122626384e+19 0.003845761461769417 0.001283347615896662 -3432 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_mixed 8.599349160312832e+17 0.00026035146003798874 8.688043417576923e-05 -3433 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_gas 0.0 0.0 0.0 -3434 GBM_grid_1_AutoML_20190416_021340_model_18 supply_area 2.2251566590272125e+21 1.0 0.23450783334238412 -3435 GBM_grid_1_AutoML_20190416_021340_model_18 city 1.4712522518180429e+21 0.6611904136499048 0.15505433133179392 -3436 GBM_grid_1_AutoML_20190416_021340_model_18 exclusive_use_area 1.2854040355826932e+21 0.5776690060755733 0.13546790700383124 -3437 GBM_grid_1_AutoML_20190416_021340_model_18 room_count 6.178871838445352e+20 0.27768255387225693 0.06511873406556283 -3438 GBM_grid_1_AutoML_20190416_021340_model_18 total_parking_capacity_in_site 5.203702485318726e+20 0.23385780341388032 0.05484148678879828 -3439 GBM_grid_1_AutoML_20190416_021340_model_18 bathroom_count 4.984615733508545e+20 0.22401190106262922 0.0525325455611057 -3440 GBM_grid_1_AutoML_20190416_021340_model_18 apartment_building_count_in_sites 4.9555893302227e+20 0.22270743545711386 0.052226638158286626 -3441 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_in_sites 4.0556811082126905e+20 0.18226496960379146 0.04274256311600064 -3442 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_cogeneration 3.814376832803296e+20 0.17142059716689134 0.04019947283186532 -3443 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_gas 3.7203416725838e+20 0.1671945953778485 0.039208442308615844 -3444 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_district 3.5500658483287346e+20 0.15954228813178223 0.03741391631627062 -3445 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_individual 2.7775795890570343e+20 0.12482624887504902 0.029272733167944962 -3446 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_of_area_type 1.7276348250704786e+20 0.07764104239859503 0.018207432631338703 -3447 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_corridor 1.495066125563299e+20 0.06718925247343743 0.015756406021440236 -3448 GBM_grid_1_AutoML_20190416_021340_model_18 floor 1.2135734687056685e+20 0.05453878780994301 0.012789772962429766 -3449 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_stairway 1.167175573349335e+20 0.05245363595476453 0.012300788518682007 -3450 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_central 1.8828595665943134e+19 0.008461694411293524 0.001984333622797805 -3451 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_mixed 3.555029230733492e+18 0.0015976534579312134 0.00037466225085141673 -3452 GBM_grid_1_AutoML_20190416_022142_model_25 supply_area 2.492982885969671e+22 1.0 0.2505504995980587 -3453 GBM_grid_1_AutoML_20190416_022142_model_25 city 2.079769063319136e+22 0.834249234129896 0.20902156240054331 -3454 GBM_grid_1_AutoML_20190416_022142_model_25 exclusive_use_area 1.6750528576255051e+22 0.6719070824964674 0.16834665520296394 -3455 GBM_grid_1_AutoML_20190416_022142_model_25 apartment_building_count_in_sites 5.862788809660679e+21 0.23517164288034362 0.05892237261496634 -3456 GBM_grid_1_AutoML_20190416_022142_model_25 total_parking_capacity_in_site 4.4783673660332227e+21 0.17963891333699694 0.045008619483836956 -3457 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_in_sites 3.607983687649091e+21 0.1447255698366228 0.03626106382717958 -3458 GBM_grid_1_AutoML_20190416_022142_model_25 bathroom_count 3.48657283414467e+21 0.1398554660670497 0.03504085689461865 -3459 GBM_grid_1_AutoML_20190416_022142_model_25 room_count 3.3525248800858476e+21 0.1344784554660851 0.033693644202202916 -3460 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_cogeneration 3.1997917726480416e+21 0.12835193497140474 0.032158641431463006 -3461 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_district 3.125536421991957e+21 0.1253733605466067 0.03141235812123985 -3462 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_gas 2.904147345609771e+21 0.11649287132912561 0.029187347111124792 -3463 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_individual 1.9267920578140103e+21 0.07728861953517041 0.019364702237781226 -3464 GBM_grid_1_AutoML_20190416_022142_model_25 floor 1.8041521438237823e+21 0.07236921496643323 0.018132142965359154 -3465 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_of_area_type 1.7100678662208503e+21 0.06859525092791409 0.017186574390043077 -3466 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_stairway 7.079759945218036e+20 0.028398750689635363 0.0071153211732488545 -3467 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_corridor 5.993560676465566e+20 0.024041724113698877 0.006023665987885949 -3468 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_central 2.453232630877997e+20 0.00984055143212019 0.0024655550776381055 -3469 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_mixed 1.0787542776087052e+19 0.00043271627883201963 0.0001084172798455754 -3470 GBM_grid_1_AutoML_20190416_020809_model_6 supply_area 2.863895072860259e+22 1.0 0.3147257805033109 -3471 GBM_grid_1_AutoML_20190416_020809_model_6 city 2.2950782802043716e+22 0.8013835080599538 0.2522160500566503 -3472 GBM_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 1.7706559460552701e+22 0.6182684424561903 0.19458501811259088 -3473 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_district 7.191432890428175e+21 0.2511067168129827 0.07902975743858984 -3474 GBM_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 4.3974936942497403e+21 0.1535493997640713 0.04832595468656225 -3475 GBM_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 3.467063522033878e+21 0.12106112248627936 0.038101056263101195 -3476 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 2.041514221446856e+21 0.07128453276075976 0.022435080210943953 -3477 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 1.1754871423835077e+21 0.041045049224150275 0.012917935152867512 -3478 GBM_grid_1_AutoML_20190416_020809_model_6 floor 1.02696131179134e+21 0.0358589014494055 0.011285720746655452 -3479 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 9.333736264160699e+20 0.03259105528205966 0.01025724531107278 -3480 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 5.617773638527075e+20 0.019615850076924898 0.00617361372569612 -3481 GBM_grid_1_AutoML_20190416_020809_model_6 bathroom_count 4.7476359692725885e+20 0.016577548578031457 0.005217381915052503 -3482 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 3.325317227362019e+20 0.011611169902397727 0.0036543345100886774 -3483 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_central 5.331170363662611e+19 0.0018615103654402426 0.0005858653026781839 -3484 GBM_grid_1_AutoML_20190416_020809_model_6 room_count 2.7328288940605047e+19 0.0009542349927405495 0.00030032235287384066 -3485 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 1.7187760378952548e+19 0.0006001532857063303 0.00018888371126555138 -3486 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 0.0 0.0 0.0 -3487 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 0.0 0.0 0.0 -3488 GBM_grid_1_AutoML_20190416_022142_model_41 supply_area 1.2536818901498953e+22 1.0 0.2686405672781128 -3489 GBM_grid_1_AutoML_20190416_022142_model_41 exclusive_use_area 8.94727098039948e+21 0.7136795267362207 0.19172327291719343 -3490 GBM_grid_1_AutoML_20190416_022142_model_41 city 8.403990498350708e+21 0.6703447313373804 0.180081788898368 -3491 GBM_grid_1_AutoML_20190416_022142_model_41 apartment_building_count_in_sites 2.724779949975696e+21 0.2173422118787973 0.058386935092599894 -3492 GBM_grid_1_AutoML_20190416_022142_model_41 total_parking_capacity_in_site 2.053158137545934e+21 0.16377026370704376 0.04399533654554637 -3493 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_cogeneration 1.9060306042693207e+21 0.15203462850065003 0.04084266884633177 -3494 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_in_sites 1.8075319546066355e+21 0.1441778786794567 0.03873202711740417 -3495 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_gas 1.5063572479634424e+21 0.1201546628214703 0.03227841678147016 -3496 GBM_grid_1_AutoML_20190416_022142_model_41 room_count 1.2905539017565914e+21 0.1029410978890576 0.02765415493314818 -3497 GBM_grid_1_AutoML_20190416_022142_model_41 bathroom_count 1.2535298092199785e+21 0.09998786925685761 0.026860797918092007 -3498 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_district 1.2148649990441193e+21 0.09690376869836295 0.026032283394515257 -3499 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_individual 8.000748180077627e+20 0.06381800872246009 0.017144106065761232 -3500 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_of_area_type 7.900861858779759e+20 0.06302126497045514 0.01693006837224733 -3501 GBM_grid_1_AutoML_20190416_022142_model_41 floor 7.471215639578846e+20 0.0595941897085676 0.016009416929789074 -3502 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_stairway 2.6528298793788716e+20 0.02116031108227693 0.005684517972924212 -3503 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_corridor 2.554093383360866e+20 0.020372738917489572 0.005472944139803285 -3504 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_central 1.639649441709797e+20 0.013078672146358864 0.003513461904642299 -3505 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_mixed 8.043115848547697e+17 6.415595464640579e-05 1.723489205047933e-05 -3506 GBM_grid_1_AutoML_20190416_020809_model_8 supply_area 1.4834911215753942e+22 1.0 0.4045771451299066 -3507 GBM_grid_1_AutoML_20190416_020809_model_8 city 1.0623079542042458e+22 0.716086492702516 0.2897122288836716 -3508 GBM_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 6.187742100123923e+21 0.4171067834604124 0.1687518716667318 -3509 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_district 2.6053951533536384e+21 0.17562593502998775 0.0710542394052029 -3510 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 9.852116062394762e+20 0.06641169548714455 0.026868654163425643 -3511 GBM_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 6.556736513555688e+20 0.044198016544869906 0.017881507354127843 -3512 GBM_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.7182045537822468e+20 0.018323025424618975 0.00741307731643504 -3513 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 1.2765249074423556e+20 0.008604870557545025 0.0034813339643839534 -3514 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.2456443757083597e+20 0.008396709340501796 0.003397116693465837 -3515 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 9.837129982790966e+19 0.006631067648281184 0.0026827784183048853 -3516 GBM_grid_1_AutoML_20190416_020809_model_8 bathroom_count 6.110387657197696e+19 0.004118924318676586 0.001666422641856319 -3517 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 5.86184261393428e+19 0.003951383684527409 0.0015986395303989908 -3518 GBM_grid_1_AutoML_20190416_020809_model_8 floor 3.323936900464509e+19 0.002240617993678757 0.0009065028312092506 -3519 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_central 3.110154181751603e+17 2.0965101418664194e-05 8.482000879322114e-06 -3520 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 0.0 0.0 0.0 -3521 GBM_grid_1_AutoML_20190416_020809_model_8 room_count 0.0 0.0 0.0 -3522 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 0.0 0.0 0.0 -3523 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 0.0 0.0 0.0 -3524 GBM_grid_1_AutoML_20190416_022142_model_4 supply_area 6.018760849655494e+21 1.0 0.23752867722012636 -3525 GBM_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 4.4714098675588887e+21 0.7429120344289516 0.17646291282882184 -3526 GBM_grid_1_AutoML_20190416_022142_model_4 city 4.3653441853598026e+21 0.725289522943858 0.17227706098647105 -3527 GBM_grid_1_AutoML_20190416_022142_model_4 bathroom_count 1.6431245317722666e+21 0.27300046850446247 0.06484544016433974 -3528 GBM_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 1.3674268289585969e+21 0.22719407916612377 0.05396510909657405 -3529 GBM_grid_1_AutoML_20190416_022142_model_4 room_count 1.3083087803375461e+21 0.2173717834979989 0.051632032199259374 -3530 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.1666897827239045e+21 0.1938421897574954 0.046043078922550607 -3531 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 9.448308542368446e+20 0.15698095967559925 0.03728747970049108 -3532 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 7.6943950375504e+20 0.1278401855423582 0.03036571016745187 -3533 GBM_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 7.55258724059613e+20 0.125484089320951 0.029806069748577673 -3534 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 7.317197458134868e+20 0.12157315502166353 0.0288771106977731 -3535 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_district 5.7709509134781304e+20 0.09588270837856021 0.02277489288944253 -3536 GBM_grid_1_AutoML_20190416_022142_model_4 floor 5.409138052602161e+20 0.08987129058154508 0.021347008771900003 -3537 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 2.06857508497033e+20 0.03436878680914415 0.008163572468436537 -3538 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.715631500610513e+20 0.028504729519344726 0.0067706906972474406 -3539 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 1.6934243564010655e+20 0.02813576413321016 0.006683050837138884 -3540 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 7.643539194289481e+19 0.012699523016813315 0.003016500903510215 -3541 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_central 5.457031019889479e+19 0.00906670186140031 0.002153601699887673 -3542 GBM_grid_1_AutoML_20190416_021340_model_20 exclusive_use_area 9.775805381458736e+19 1.0 0.3021158959528529 -3543 GBM_grid_1_AutoML_20190416_021340_model_20 supply_area 7.807519478846692e+19 0.7986574173883217 0.2412871012136644 -3544 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_in_sites 3.147409868820421e+19 0.3219591374834395 0.09726897328101707 -3545 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_gas 2.9761266280315224e+19 0.304437998906585 0.09197555880175656 -3546 GBM_grid_1_AutoML_20190416_021340_model_20 total_parking_capacity_in_site 2.9058390278119883e+19 0.29724804396406485 0.08980335912243645 -3547 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_individual 2.4350145148541207e+19 0.24908582156028664 0.07525278614983844 -3548 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_of_area_type 1.256085711959674e+19 0.12848923060007178 0.0388186390230334 -3549 GBM_grid_1_AutoML_20190416_021340_model_20 floor 1.0351691968790135e+19 0.10589093752238207 0.03199133546286202 -3550 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_district 3.9023951905176945e+18 0.03991891243988107 0.012060137997238153 -3551 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_stairway 3.5316684569339494e+18 0.03612662403889793 0.01091442738926352 -3552 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_cogeneration 2.078244377141969e+18 0.021259060466605313 0.0064227000999843385 -3553 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_corridor 6.759820852188938e+17 0.00691484802368298 0.0020890855060527974 -3554 GBM_grid_1_AutoML_20190416_021340_model_20 city 0.0 0.0 0.0 -3555 GBM_grid_1_AutoML_20190416_021340_model_20 apartment_building_count_in_sites 0.0 0.0 0.0 -3556 GBM_grid_1_AutoML_20190416_021340_model_20 room_count 0.0 0.0 0.0 -3557 GBM_grid_1_AutoML_20190416_021340_model_20 bathroom_count 0.0 0.0 0.0 -3558 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_central 0.0 0.0 0.0 -3559 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_mixed 0.0 0.0 0.0 -3560 GBM_grid_1_AutoML_20190416_022142_model_28 supply_area 3.876492519557571e+21 1.0 0.2116685011661419 -3561 GBM_grid_1_AutoML_20190416_022142_model_28 exclusive_use_area 3.1096556038059417e+21 0.8021827949150411 0.16979682986093333 -3562 GBM_grid_1_AutoML_20190416_022142_model_28 city 2.2895046534530356e+21 0.5906124265433484 0.12501404709652864 -3563 GBM_grid_1_AutoML_20190416_022142_model_28 apartment_building_count_in_sites 1.506534154986305e+21 0.3886333192662133 0.08226143219230207 -3564 GBM_grid_1_AutoML_20190416_022142_model_28 total_parking_capacity_in_site 1.2201443437073043e+21 0.31475472674111105 0.06662366124424954 -3565 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_in_sites 1.1453650273820727e+21 0.2954642686922545 0.06254047890223974 -3566 GBM_grid_1_AutoML_20190416_022142_model_28 bathroom_count 8.584736276945736e+20 0.2214562838347879 0.046875319673133256 -3567 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_gas 8.45247188907684e+20 0.21804432348141178 0.046153115139095834 -3568 GBM_grid_1_AutoML_20190416_022142_model_28 room_count 7.238518165269822e+20 0.18672854723052484 0.03952455171721633 -3569 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_cogeneration 5.5908322611312145e+20 0.1442239919959733 0.030527676217985314 -3570 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_of_area_type 5.2851240481443755e+20 0.13633778529121407 0.02885841466490255 -3571 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_district 4.1109026283623914e+20 0.10604696404345375 0.0224468019322976 -3572 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_individual 3.7039281630043596e+20 0.09554844087322252 0.02022459526839674 -3573 GBM_grid_1_AutoML_20190416_022142_model_28 floor 3.4449761102426486e+20 0.08886838018807343 0.01881063683547236 -3574 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_corridor 2.6178940848788472e+20 0.06753254576582109 0.01429451274218523 -3575 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_stairway 1.7470706722123494e+20 0.04506833596087385 0.009539547122890301 -3576 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_central 7.82275958961697e+19 0.020179994028493034 0.004271469089552814 -3577 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_mixed 1.0409833044155302e+19 0.0026853742117741502 0.0005684091344764442 -3578 XGBoost_grid_1_AutoML_20190416_020809_model_3 supply_area 5.3662736357737785e+20 1.0 0.291060801385347 -3579 XGBoost_grid_1_AutoML_20190416_020809_model_3 city 5.128557110786282e+20 0.9557017511364346 0.27816731757115015 -3580 XGBoost_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 4.08678092654573e+20 0.7615677477386866 0.22166251896605593 -3581 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 8.646950866969952e+19 0.16113510890174954 0.04690011392825839 -3582 XGBoost_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 8.639504974226653e+19 0.16099635539701468 0.046859728221975226 -3583 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 5.575758924284638e+19 0.10390373847346034 0.030242305387018876 -3584 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 3.4796094950645694e+19 0.06484219276236804 0.01887302058899799 -3585 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 3.39466694416306e+19 0.06325929638646861 0.018412301501318742 -3586 XGBoost_grid_1_AutoML_20190416_020809_model_3 floor 2.367616870997033e+19 0.04412031572921531 0.012841694453519941 -3587 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 1.872829601623415e+19 0.03490000191451971 0.010158022525590253 -3588 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_district 1.6272789683270844e+19 0.030324189163202116 0.008826182799202465 -3589 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 9.603395141251367e+18 0.017895835719653207 0.005208776286022781 -3590 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 6.304931726179172e+18 0.011749180444597372 0.003419725875825559 -3591 XGBoost_grid_1_AutoML_20190416_020809_model_3 bathroom_count 5.766836782859551e+18 0.010746445623673481 0.003127869075270459 -3592 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 4.674793038059405e+18 0.008711432467579215 0.0025355565152279376 -3593 XGBoost_grid_1_AutoML_20190416_020809_model_3 room_count 2.311766902986244e+18 0.0043079556874905875 0.001253877034733574 -3594 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 7.435439823692759e+17 0.0013855871556987089 0.0004032901079269098 -3595 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_central 8.64651992713134e+16 0.00016112707837874865 4.6897776557798204e-05 -3596 GBM_grid_1_AutoML_20190416_022142_model_6 supply_area 1.5789162896723804e+21 1.0 0.20603528815014263 -3597 GBM_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 9.731450554628671e+20 0.6163373332887656 0.1269872400618413 -3598 GBM_grid_1_AutoML_20190416_022142_model_6 city 8.589531906861443e+20 0.5440143953827813 0.11208616271051697 -3599 GBM_grid_1_AutoML_20190416_022142_model_6 room_count 7.12417810391786e+20 0.45120682777907767 0.09296452877677405 -3600 GBM_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 6.031780052490781e+20 0.3820202560417154 0.0787096535327461 -3601 GBM_grid_1_AutoML_20190416_022142_model_6 bathroom_count 5.389839776355157e+20 0.34136323829260956 0.07033287316548362 -3602 GBM_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 5.2841153121965887e+20 0.33466722376352354 0.06895325788252583 -3603 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 3.414597219693709e+20 0.216262080645341 0.04455762010171222 -3604 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 3.086488876216515e+20 0.19548147652950942 0.04027608234477282 -3605 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 2.6609984591248753e+20 0.16853321968557453 0.03472379048078864 -3606 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 2.5835757761089818e+20 0.16362968657730834 0.03371348962387325 -3607 GBM_grid_1_AutoML_20190416_022142_model_6 floor 1.8240730779036418e+20 0.11552690220721774 0.023802618585357458 -3608 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_district 1.5136681030866646e+20 0.09586753350937594 0.019752094890847727 -3609 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 1.3987241899487291e+20 0.08858760905170973 0.018252173557501198 -3610 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 9.181296805492346e+19 0.05814935766732404 0.011980819662732815 -3611 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 7.689470632832847e+19 0.04870093926530066 0.010034112054708819 -3612 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_central 3.80503898841185e+19 0.024099054606633908 0.00496525566002384 -3613 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 1.4352946723662332e+19 0.009090378519459394 0.001872938757650683 -3614 GBM_grid_1_AutoML_20190416_022142_model_7 supply_area 1.1177721057838713e+21 1.0 0.20363928519757266 -3615 GBM_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 8.639229128749477e+20 0.7728971839649691 0.15739223007384312 -3616 GBM_grid_1_AutoML_20190416_022142_model_7 city 6.090143185224293e+20 0.5448465884692477 0.11095216981821364 -3617 GBM_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 4.0260572742887775e+20 0.36018587809233116 0.07334799475298236 -3618 GBM_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 3.761079897806854e+20 0.33648002829425444 0.068520552445101 -3619 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 3.3432003881636096e+20 0.2990949918023844 0.060907490336811414 -3620 GBM_grid_1_AutoML_20190416_022142_model_7 bathroom_count 3.1440916746691884e+20 0.2812819946391755 0.05728006432726917 -3621 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_district 2.8662190498948474e+20 0.25642248854338917 0.05221769227555854 -3622 GBM_grid_1_AutoML_20190416_022142_model_7 room_count 2.3297302071903833e+20 0.20842622526857477 0.042443767530120816 -3623 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 2.097474120829213e+20 0.18764774232385198 0.03821245211576752 -3624 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 1.671316256199048e+20 0.14952209377482964 0.030448572297550734 -3625 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 1.4869102121912474e+20 0.13302445145099653 0.027089004207280137 -3626 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.2745850170872378e+20 0.11402905927710522 0.023220796122941346 -3627 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 1.1943906851600466e+20 0.10685457965713362 0.021759790221465777 -3628 GBM_grid_1_AutoML_20190416_022142_model_7 floor 7.982032205188694e+19 0.0714101932217306 0.014541920703493767 -3629 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 7.573020036921138e+19 0.06775102006692438 0.01379676929783488 -3630 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_central 2.139024665242868e+19 0.019136500671063112 0.0038969433178381615 -3631 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 1.82511329836689e+18 0.0016328134231681998 0.0003325049583549739 -3632 GBM_grid_1_AutoML_20190416_020809_model_12 supply_area 1.295473802874517e+21 1.0 0.35971452031320317 -3633 GBM_grid_1_AutoML_20190416_020809_model_12 exclusive_use_area 5.5630264037131315e+20 0.42942021609154696 0.15446868704416286 -3634 GBM_grid_1_AutoML_20190416_020809_model_12 city 5.0762858002362296e+20 0.39184781575455235 0.1409533490799252 -3635 GBM_grid_1_AutoML_20190416_020809_model_12 apartment_building_count_in_sites 2.087310763107633e+20 0.16112334795779854 0.057958407821896825 -3636 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_gas 1.971062301413574e+20 0.15214991588714483 0.05473053400903851 -3637 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_cogeneration 1.880856432330366e+20 0.14518675932751 0.05222578548732373 -3638 GBM_grid_1_AutoML_20190416_020809_model_12 room_count 1.657565675821151e+20 0.12795053610062906 0.04602566571725497 -3639 GBM_grid_1_AutoML_20190416_020809_model_12 bathroom_count 1.471723229822824e+20 0.11360501667862588 0.040865374079725354 -3640 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_individual 1.3394676380469507e+20 0.10339596486434663 0.03719302990349926 -3641 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_district 6.366503497725326e+19 0.049144208733505376 0.017677885470744815 -3642 GBM_grid_1_AutoML_20190416_020809_model_12 total_parking_capacity_in_site 6.343840364053607e+19 0.04896926784607537 0.01761495669333977 -3643 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_in_sites 2.8739571488483443e+19 0.022184602594597765 0.007980123680654778 -3644 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_corridor 2.3950466074774864e+19 0.018487804247088097 0.006650331636385696 -3645 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_of_area_type 1.202526081645124e+19 0.009282519484198353 0.0033390570435563724 -3646 GBM_grid_1_AutoML_20190416_020809_model_12 floor 5.712883197528769e+18 0.004409879369889608 0.0015862976421789309 -3647 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_stairway 3.6589963014769213e+18 0.002824446386610059 0.0010159943771097973 -3648 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_central 0.0 0.0 0.0 -3649 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_mixed 0.0 0.0 0.0 -3650 GBM_grid_1_AutoML_20190416_015849_model_14 supply_area 9.754002505684589e+19 1.0 0.39374702786906185 -3651 GBM_grid_1_AutoML_20190416_015849_model_14 city 5.797444657700091e+19 0.5943657133901048 0.23402973311462844 -3652 GBM_grid_1_AutoML_20190416_015849_model_14 exclusive_use_area 5.290487553825597e+19 0.5423914491248413 0.2135650210344997 -3653 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_individual 1.7658876922198753e+19 0.18104236606364657 0.07128489355594354 -3654 GBM_grid_1_AutoML_20190416_015849_model_14 apartment_building_count_in_sites 1.5402566911816368e+19 0.15791022098712626 0.06217668018382772 -3655 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_of_area_type 6.241777427547161e+18 0.06399196046863306 0.025196644242038765 -3656 GBM_grid_1_AutoML_20190416_015849_model_14 floor 0.0 0.0 0.0 -3657 GBM_grid_1_AutoML_20190416_015849_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -3658 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_in_sites 0.0 0.0 0.0 -3659 GBM_grid_1_AutoML_20190416_015849_model_14 room_count 0.0 0.0 0.0 -3660 GBM_grid_1_AutoML_20190416_015849_model_14 bathroom_count 0.0 0.0 0.0 -3661 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_cogeneration 0.0 0.0 0.0 -3662 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_gas 0.0 0.0 0.0 -3663 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_central 0.0 0.0 0.0 -3664 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_district 0.0 0.0 0.0 -3665 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_corridor 0.0 0.0 0.0 -3666 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_mixed 0.0 0.0 0.0 -3667 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_stairway 0.0 0.0 0.0 -3668 GBM_grid_1_AutoML_20190416_020809_model_14 supply_area 9.722319858227898e+19 1.0 0.31571231746720185 -3669 GBM_grid_1_AutoML_20190416_020809_model_14 city 8.526192824305268e+19 0.8769710263224512 0.2768705550718515 -3670 GBM_grid_1_AutoML_20190416_020809_model_14 exclusive_use_area 6.72710988648237e+19 0.6919243539173715 0.21844904128724973 -3671 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_district 2.6720617451235574e+19 0.27483787656525405 0.08676970293818112 -3672 GBM_grid_1_AutoML_20190416_020809_model_14 apartment_building_count_in_sites 1.6793802064185524e+19 0.17273451510621823 0.05453441407075754 -3673 GBM_grid_1_AutoML_20190416_020809_model_14 floor 9.535666324491993e+18 0.09808015436173968 0.03096511283108572 -3674 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_in_sites 4.624045078879404e+18 0.04756112889009841 0.015015634223249256 -3675 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_cogeneration 5.18346065217323e+17 0.005331505985977741 0.0016832221104232914 -3676 GBM_grid_1_AutoML_20190416_020809_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -3677 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_of_area_type 0.0 0.0 0.0 -3678 GBM_grid_1_AutoML_20190416_020809_model_14 room_count 0.0 0.0 0.0 -3679 GBM_grid_1_AutoML_20190416_020809_model_14 bathroom_count 0.0 0.0 0.0 -3680 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_gas 0.0 0.0 0.0 -3681 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_central 0.0 0.0 0.0 -3682 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_individual 0.0 0.0 0.0 -3683 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_corridor 0.0 0.0 0.0 -3684 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_mixed 0.0 0.0 0.0 -3685 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_stairway 0.0 0.0 0.0 -3686 GLM_grid_1_AutoML_20190416_020809_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -3687 GLM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -3688 GLM_grid_1_AutoML_20190416_020809_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -3689 GLM_grid_1_AutoML_20190416_020809_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -3690 GLM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -3691 GLM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -3692 GLM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -3693 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -3694 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -3695 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -3696 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -3697 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -3698 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -3699 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -3700 GLM_grid_1_AutoML_20190416_020809_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -3701 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -3702 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -3703 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -3704 GLM_grid_1_AutoML_20190416_022142_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -3705 GLM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -3706 GLM_grid_1_AutoML_20190416_022142_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -3707 GLM_grid_1_AutoML_20190416_022142_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -3708 GLM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -3709 GLM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -3710 GLM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -3711 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -3712 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -3713 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -3714 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -3715 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -3716 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -3717 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -3718 GLM_grid_1_AutoML_20190416_022142_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -3719 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -3720 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -3721 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -3722 GLM_grid_1_AutoML_20190416_021340_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -3723 GLM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -3724 GLM_grid_1_AutoML_20190416_021340_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -3725 GLM_grid_1_AutoML_20190416_021340_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -3726 GLM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -3727 GLM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -3728 GLM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -3729 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -3730 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -3731 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -3732 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -3733 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -3734 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -3735 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -3736 GLM_grid_1_AutoML_20190416_021340_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -3737 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -3738 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -3739 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -3740 GLM_grid_1_AutoML_20190416_015849_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -3741 GLM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -3742 GLM_grid_1_AutoML_20190416_015849_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -3743 GLM_grid_1_AutoML_20190416_015849_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -3744 GLM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -3745 GLM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -3746 GLM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -3747 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -3748 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -3749 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -3750 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -3751 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -3752 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -3753 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -3754 GLM_grid_1_AutoML_20190416_015849_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -3755 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -3756 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -3757 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -3758 XGBoost_grid_1_AutoML_20190416_015849_model_2 supply_area 4.933924201265281e+20 1.0 0.2917664813628233 -3759 XGBoost_grid_1_AutoML_20190416_015849_model_2 city 4.318859155905991e+20 0.8753395836114467 0.2553947503079107 -3760 XGBoost_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 4.080034675041417e+20 0.8269350133095097 0.24127191914903512 -3761 XGBoost_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 8.116474329768028e+19 0.16450342564416773 0.04799658567232965 -3762 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 6.831497080618772e+19 0.13845970878245084 0.04039790204197689 -3763 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 6.3661424181067645e+19 0.1290279736456875 0.037646037867977336 -3764 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 3.721253123742761e+19 0.07542177325684216 0.022005545401293524 -3765 XGBoost_grid_1_AutoML_20190416_015849_model_2 bathroom_count 2.4492344987361477e+19 0.04964069975189431 0.014483492298998578 -3766 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.866385803777671e+19 0.037827614037910136 0.011036829846191983 -3767 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 1.7386246417021927e+19 0.035238170891566 0.010281317130694075 -3768 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 1.1003572621689225e+19 0.022301867991541928 0.006506937551710364 -3769 XGBoost_grid_1_AutoML_20190416_015849_model_2 floor 1.058001105585596e+19 0.021443400069143272 0.006256465386629255 -3770 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_district 1.0114161173306802e+19 0.02049922285128149 0.005980986121990783 -3771 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 5.191425514404839e+18 0.010521899613037271 0.003069937627348737 -3772 XGBoost_grid_1_AutoML_20190416_015849_model_2 room_count 3.9228153204687503e+18 0.007950700417048895 0.0023197478850522876 -3773 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_central 3.12812047662737e+18 0.006340025401738394 0.0018498069032161315 -3774 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.1244616612207657e+18 0.004305825494189712 0.0012562955538020718 -3775 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 8.099496743235748e+17 0.0016415932658954654 0.00047896189101922555 -3776 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 1.3056054067002868e+20 1.0 0.19320784828412976 -3777 GBM_grid_1_AutoML_20190416_015849_model_4 supply_area 1.0296593022196698e+20 0.7886450967003671 0.15237242219330738 -3778 GBM_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.673413912827265e+19 0.6643212312323339 0.12835207565586304 -3779 GBM_grid_1_AutoML_20190416_015849_model_4 floor 8.23772231481405e+19 0.6309503830589674 0.12190456588487054 -3780 GBM_grid_1_AutoML_20190416_015849_model_4 city 5.286245637965637e+19 0.40488846100337433 0.07822762834553473 -3781 GBM_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 4.382566706798867e+19 0.3356731432259551 0.0648546857294573 -3782 GBM_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 3.908273014753041e+19 0.2993456518099591 0.057835929279412515 -3783 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 2.9949073861455643e+19 0.2293884025583751 0.044319639679637424 -3784 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 1.8354990927883272e+19 0.14058605175565747 0.027162328558471883 -3785 GBM_grid_1_AutoML_20190416_015849_model_4 room_count 1.7989867305554674e+19 0.13778946696476424 0.02662200642847928 -3786 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 1.7588279479602512e+19 0.13471359255515136 0.026027723352205757 -3787 GBM_grid_1_AutoML_20190416_015849_model_4 bathroom_count 9.255008284920775e+18 0.07088671843287904 0.013695870340339518 -3788 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 8.828955775494783e+18 0.06762346211332401 0.013065383608438704 -3789 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_central 8.757136775480082e+18 0.06707338013873866 0.012959103453749182 -3790 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.315631729637327e+18 0.06369176848504161 0.012305749542405839 -3791 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 6.827814926128513e+18 0.05229616001196522 0.010104028549434351 -3792 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 5.869667508335673e+18 0.04495743873465061 0.008686130002287434 -3793 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_district 5.606631891378635e+18 0.04294277476644738 0.008296881111975322 -3794 XGBoost_grid_1_AutoML_20190416_021340_model_2 supply_area 4.975218339567339e+20 1.0 0.27265847257280296 -3795 XGBoost_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 4.535151916728598e+20 0.9115483195302319 0.24854137247941835 -3796 XGBoost_grid_1_AutoML_20190416_021340_model_2 city 4.4973164022028724e+20 0.9039435247366397 0.24646786074676794 -3797 XGBoost_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 1.1001703671824332e+20 0.22113006748526087 0.06029298644045207 -3798 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 8.64608269258866e+19 0.17378298001169837 0.04738340188913963 -3799 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 6.948710297795507e+19 0.13966643920997826 0.03808123798467491 -3800 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 4.795363394089229e+19 0.09638498386999934 0.026280182480948273 -3801 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 3.7283027524954096e+19 0.0749374700371368 0.02043233611879591 -3802 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 3.041983416293445e+19 0.061142711910769844 0.016671078438549432 -3803 XGBoost_grid_1_AutoML_20190416_021340_model_2 floor 1.9605022398966923e+19 0.039405350802497324 0.010744202761004396 -3804 XGBoost_grid_1_AutoML_20190416_021340_model_2 bathroom_count 9.058068709955863e+18 0.01820637425682022 0.004964122195953402 -3805 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 6.729286589651878e+18 0.013525610597096083 0.0036878723260187355 -3806 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 3.1249772477614653e+18 0.006281085641827779 0.001712591217199726 -3807 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.8678899356844687e+18 0.0037543878644065833 0.0010236656605549666 -3808 XGBoost_grid_1_AutoML_20190416_021340_model_2 room_count 9.728950298172457e+17 0.0019554820782033294 0.0005331787565864102 -3809 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_district 8.698297647670231e+17 0.0017483248078770074 0.000476695571676884 -3810 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 8.894052636295168e+16 0.00017876708174919263 4.874235945603226e-05 -3811 XGBoost_grid_1_AutoML_20190416_021340_model_13 city 1.5938508241710665e+20 1.0 0.5436907761741018 -3812 XGBoost_grid_1_AutoML_20190416_021340_model_13 supply_area 8.691876032471577e+19 0.545338114499647 0.29649530274963426 -3813 XGBoost_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 4.409797651577019e+19 0.2766756828620066 0.150426016763744 -3814 XGBoost_grid_1_AutoML_20190416_021340_model_13 bathroom_count 1.9094499633859133e+18 0.011980104627288343 0.0065134723834573485 -3815 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 3.9575271774355456e+17 0.0024829972274813014 0.0013499826898474517 -3816 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 3.4796306331756134e+17 0.0021831595406585857 0.001186963705172562 -3817 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 9.89352073185198e+16 0.0006207306594704323 0.0003374855340425414 -3818 XGBoost_grid_1_AutoML_20190416_022142_model_19 city 6.601075859262034e+20 1.0 0.28864495123773165 -3819 XGBoost_grid_1_AutoML_20190416_022142_model_19 supply_area 5.70130450445945e+20 0.8636932260761545 0.24930068912511072 -3820 XGBoost_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 5.6597169284941716e+20 0.8573931051789031 0.24748219103593178 -3821 XGBoost_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.3204327168250321e+20 0.2000329559873668 0.05773850282691281 -3822 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 8.161887678432385e+19 0.12364480961054797 0.03568945004083523 -3823 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 6.161707142521815e+19 0.09334398322170867 0.02694326948536574 -3824 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 6.1484149265513054e+19 0.09314261883423751 0.02688514667156311 -3825 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 3.967835758652922e+19 0.06010892532140216 0.017350137818348578 -3826 XGBoost_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.126072306367149e+19 0.04735701229642629 0.013669362505066623 -3827 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 3.0431176724886585e+19 0.04610032875502908 0.013306627145538766 -3828 XGBoost_grid_1_AutoML_20190416_022142_model_19 floor 1.785504079171027e+19 0.027048682930461535 0.0078074657655079335 -3829 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 1.3534768235597005e+19 0.02050388228247103 0.00591834210160804 -3830 XGBoost_grid_1_AutoML_20190416_022142_model_19 room_count 6.916839084094652e+18 0.01047835115300117 0.0030245231576098517 -3831 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_district 4.417273121183105e+18 0.006691747247511458 0.0019315390579531695 -3832 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 4.331478228867744e+18 0.006561776172879765 0.001894023563453789 -3833 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 4.198788615871922e+18 0.0063607640714817126 0.0018360024352475541 -3834 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.1670129830673777e+18 0.0017679133037532516 0.0005102992493543943 -3835 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 1.5431391433772237e+17 0.00023377085436944797 6.747677686027217e-05 diff --git a/DS/result/1000/leaderboard.csv b/DS/result/1000/leaderboard.csv deleted file mode 100644 index bd8051b..0000000 --- a/DS/result/1000/leaderboard.csv +++ /dev/null @@ -1,217 +0,0 @@ - model_id mean_residual_deviance rmse mse mae rmsle system_date runtime -0 GBM_1_AutoML_20190416_015849 25146739460939084 158577235.00218776 25146739460939084 96028946.2887346 0.3325625379269681 2019-04-16 1000 -1 XGBoost_grid_1_AutoML_20190416_021340_model_7 25287291314391604 159019782.77683443 25287291314391604 94756821.10638298 0.3265109694820456 2019-04-16 1000 -2 XGBoost_1_AutoML_20190416_015849 25430683883193010 159470009.35346118 25430683883193010 94624321.24165732 0.3254745865205184 2019-04-16 1000 -3 XGBoost_1_AutoML_20190416_021340 25444619375119092 159513696.5126164 25444619375119092 94909111.0844345 0.3247477245623427 2019-04-16 1000 -4 XGBoost_grid_1_AutoML_20190416_022142_model_9 25445077879451860 159515133.70038548 25445077879451860 93976353.33303472 0.32974511411594026 2019-04-16 1000 -5 XGBoost_grid_1_AutoML_20190416_022142_model_3 25605051932525788 160015786.51034963 25605051932525788 93655971.06203808 0.3230117653534213 2019-04-16 1000 -6 XGBoost_grid_1_AutoML_20190416_020809_model_4 25650591781436650 160158021.2834707 25650591781436650 94959937.13863382 0.3256110044640297 2019-04-16 1000 -7 XGBoost_grid_1_AutoML_20190416_022142_model_14 25668110357786624 160212703.48441982 25668110357786624 95048095.65778276 0.32606671705433715 2019-04-16 1000 -8 XGBoost_grid_1_AutoML_20190416_022142_model_16 25781216032985580 160565301.4601398 25781216032985580 93900215.69540872 0.3268410911874458 2019-04-16 1000 -9 XGBoost_1_AutoML_20190416_022142 25937422774155144 161050994.32836527 25937422774155144 94928749.03740202 0.3254774090437719 2019-04-16 1000 -10 GBM_1_AutoML_20190416_020809 25964562050560844 161135229.07967967 25964562050560844 97608203.53054428 0.334991125349722 2019-04-16 1000 -11 GBM_grid_1_AutoML_20190416_021340_model_9 25998652512830424 161240976.53149593 25998652512830424 95539592.52258098 0.32993690143952065 2019-04-16 1000 -12 XGBoost_1_AutoML_20190416_020809 26088676862485030 161519896.18150768 26088676862485030 95505214.75117579 0.3253468369950239 2019-04-16 1000 -13 XGBoost_grid_1_AutoML_20190416_022142_model_6 26096871388238400 161545261.11352938 26096871388238400 95137034.78701007 0.3340204303048377 2019-04-16 1000 -14 XGBoost_grid_1_AutoML_20190416_021340_model_6 26163254415399372 161750593.24589622 26163254415399372 94258641.51847704 0.32168225280342155 2019-04-16 1000 -15 GBM_1_AutoML_20190416_022142 26185054804729228 161817968.1145738 26185054804729228 96979410.08741993 0.3323503737004983 2019-04-16 1000 -16 XGBoost_2_AutoML_20190416_021340 26203618972139588 161875319.21864924 26203618972139588 95122340.0206047 0.325948763409034 2019-04-16 1000 -17 XGBoost_grid_1_AutoML_20190416_020809_model_7 26209289749989464 161892834.15268713 26209289749989464 94906747.54580069 0.3272081282103748 2019-04-16 1000 -18 XGBoost_grid_1_AutoML_20190416_021340_model_8 26235333407713864 161973249.04969296 26235333407713864 95147860.00985442 0.32372215750963346 2019-04-16 1000 -19 XGBoost_grid_1_AutoML_20190416_022142_model_1 26278270712274140 162105739.2946781 26278270712274140 93395943.42665172 0.3224053100418281 2019-04-16 1000 -20 GBM_grid_1_AutoML_20190416_022142_model_19 26309762802019320 162202844.61753228 26309762802019320 96519483.71982668 0.33907219338637506 2019-04-16 1000 -21 XGBoost_2_AutoML_20190416_015849 26397458426429430 162472946.7524653 26397458426429430 94996162.43673012 0.3265386957777082 2019-04-16 1000 -22 XGBoost_2_AutoML_20190416_022142 26421353457477156 162546465.5336349 26421353457477156 95198321.3912654 0.3256217615277969 2019-04-16 1000 -23 GBM_grid_1_AutoML_20190416_022142_model_22 26421406078199136 162546627.39718452 26421406078199136 95522427.40957417 0.3279514930585443 2019-04-16 1000 -24 GBM_1_AutoML_20190416_021340 26478298633983372 162721537.09322983 26478298633983372 97863201.38082694 0.3335275140291422 2019-04-16 1000 -25 XGBoost_grid_1_AutoML_20190416_015849_model_3 26628202489753070 163181501.67758927 26628202489753070 95208478.14199328 0.32646039058643644 2019-04-16 1000 -26 XGBoost_grid_1_AutoML_20190416_022142_model_20 26664820967957708 163293664.81268558 26664820967957708 94962004.59932809 0.3231620456822121 2019-04-16 1000 -27 XGBoost_grid_1_AutoML_20190416_022142_model_2 26722293557990950 163469549.32950342 26722293557990950 98778375.09070548 0.33505927413311354 2019-04-16 1000 -28 GBM_grid_1_AutoML_20190416_021340_model_7 26741315355422980 163527720.44954023 26741315355422980 98155567.38730218 0.3585041456238243 2019-04-16 1000 -29 GBM_2_AutoML_20190416_020809 26790696006005864 163678636.37630248 26790696006005864 99095111.83379896 0.3348152369491441 2019-04-16 1000 -30 GBM_grid_1_AutoML_20190416_015849_model_7 26802014565231010 163713208.27969566 26802014565231010 97371084.02584428 0.3566645052432887 2019-04-16 1000 -31 XGBoost_grid_1_AutoML_20190416_022142_model_5 26804418077306000 163720548.7326072 26804418077306000 98964168.75162372 0.3355735316611883 2019-04-16 1000 -32 GBM_grid_1_AutoML_20190416_022142_model_30 26835445213947980 163815277.71837392 26835445213947980 97936298.37825678 0.3452055646248053 2019-04-16 1000 -33 DRF_1_AutoML_20190416_021340 26864263925279030 163903215.11574757 26864263925279030 98306040.955153 0.3352818522137272 2019-04-16 1000 -34 GBM_2_AutoML_20190416_022142 26888807261380156 163978069.4525343 26888807261380156 99314990.16468146 0.3343451611924603 2019-04-16 1000 -35 GBM_4_AutoML_20190416_015849 26926564934872772 164093159.3177265 26926564934872772 97925160.3329406 0.33285590174880264 2019-04-16 1000 -36 XGBoost_2_AutoML_20190416_020809 26952706603932320 164172794.9568147 26952706603932320 95513126.26830909 0.32517140178330245 2019-04-16 1000 -37 GBM_4_AutoML_20190416_020809 26988357514766430 164281336.47729567 26988357514766430 97566053.13398948 0.33274044796307234 2019-04-16 1000 -38 XGBoost_grid_1_AutoML_20190416_021340_model_10 27011332400653532 164351247.0310266 27011332400653532 97007786.637402 0.32867362308250625 2019-04-16 1000 -39 GBM_2_AutoML_20190416_021340 27020692200376308 164379719.55316237 27020692200376308 100566446.39001158 0.3368220511385198 2019-04-16 1000 -40 XGBoost_grid_1_AutoML_20190416_022142_model_13 27049739934073976 164468051.40839353 27049739934073976 99937757.9968645 0.3385009694416158 2019-04-16 1000 -41 GBM_3_AutoML_20190416_022142 27073451248343420 164540120.48234138 27073451248343420 99066591.52557604 0.33361146474665543 2019-04-16 1000 -42 GBM_4_AutoML_20190416_022142 27124563009725240 164695364.26300904 27124563009725240 97975315.7403629 0.3293218141042152 2019-04-16 1000 -43 GBM_4_AutoML_20190416_021340 27128481211098464 164707259.13297948 27128481211098464 97611897.45148912 0.33089964101772645 2019-04-16 1000 -44 XRT_1_AutoML_20190416_020809 27150302443024316 164773488.28930068 27150302443024316 97653895.54037158 0.3372920493951284 2019-04-16 1000 -45 XGBoost_grid_1_AutoML_20190416_022142_model_11 27197638491367028 164917065.49465105 27197638491367028 97257622.09272116 0.34629795863866764 2019-04-16 1000 -46 GBM_3_AutoML_20190416_020809 27200167268118450 164924732.1298975 27200167268118450 99454011.3965044 0.3355094937763093 2019-04-16 1000 -47 DRF_1_AutoML_20190416_020809 27225306112403404 165000927.6107362 27225306112403404 98470437.44886236 0.3374464430076179 2019-04-16 1000 -48 GBM_3_AutoML_20190416_021340 27251200422210460 165079376.126185 27251200422210460 99760053.14954758 0.3359700656642713 2019-04-16 1000 -49 XGBoost_grid_1_AutoML_20190416_015849_model_4 27252377961065530 165082942.67145085 27252377961065530 96535857.85979845 0.3277680598860774 2019-04-16 1000 -50 XRT_1_AutoML_20190416_015849 27417804068506330 165583223.99478254 27417804068506330 98496229.87690364 0.3367189463546034 2019-04-16 1000 -51 XGBoost_grid_1_AutoML_20190416_020809_model_2 27482846588458908 165779511.96833372 27482846588458908 96750344.31086226 0.3266704325440277 2019-04-16 1000 -52 GBM_3_AutoML_20190416_015849 27591064593120148 166105582.66692948 27591064593120148 100130390.09782983 0.33506538389333784 2019-04-16 1000 -53 GBM_grid_1_AutoML_20190416_021340_model_12 27598287152839470 166127322.11421296 27598287152839470 98954473.64990582 0.3549969220882689 2019-04-16 1000 -54 XGBoost_grid_1_AutoML_20190416_015849_model_1 27627708837558150 166215850.13938397 27627708837558150 98098056.7525196 0.3345603557609977 2019-04-16 1000 -55 GBM_2_AutoML_20190416_015849 27654699672556740 166297022.4404416 27654699672556740 100149145.66231434 0.334040042814968 2019-04-16 1000 -56 GBM_grid_1_AutoML_20190416_022142_model_40 27691336549880270 166407140.92213792 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GBM_grid_1_AutoML_20190416_015849_model_8 28130022164919252 167720070.84698972 28130022164919252 101269518.36952232 0.3655934411225064 2019-04-16 1000 -64 XGBoost_grid_1_AutoML_20190416_020809_model_1 28391573749881816 168497993.31114247 28391573749881816 103181590.63157897 0.3434223244899615 2019-04-16 1000 -65 GBM_grid_1_AutoML_20190416_020809_model_9 28431104171210812 168615254.85913432 28431104171210812 101660845.05689228 0.3656319179543465 2019-04-16 1000 -66 XGBoost_3_AutoML_20190416_022142 28634653651051844 169217769.90331674 28634653651051844 103440505.21657334 0.3471177234819573 2019-04-16 1000 -67 DRF_1_AutoML_20190416_022142 28638175729316896 169228176.52305096 28638175729316896 100314403.38066442 0.3422193437289053 2019-04-16 1000 -68 XGBoost_3_AutoML_20190416_015849 28664642725816670 169306357.60601747 28664642725816670 103296865.01052631 0.3474103924403393 2019-04-16 1000 -69 GBM_grid_1_AutoML_20190416_022142_model_34 28780440164101428 169647988.97747484 28780440164101428 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2.1680413143117208 2019-04-16 1000 -102 XGBoost_grid_1_AutoML_20190416_021340_model_3 31864613114687650 178506619.24614352 31864613114687650 106656095.85890256 0.3506573501920822 2019-04-16 1000 -103 GBM_grid_1_AutoML_20190416_020809_model_7 32012409254671496 178920119.75926992 32012409254671496 112712050.01559491 2019-04-16 1000 -104 GBM_grid_1_AutoML_20190416_021340_model_3 32152436247443828 179311004.2564143 32152436247443828 110644817.16134046 2019-04-16 1000 -105 GBM_grid_1_AutoML_20190416_015849_model_3 32558287322821108 180439151.30265132 32558287322821108 112373045.5310324 2019-04-16 1000 -106 GBM_grid_1_AutoML_20190416_022142_model_17 32561468382781344 180447965.85936165 32561468382781344 112799806.88835292 2019-04-16 1000 -107 GBM_grid_1_AutoML_20190416_021340_model_8 32745711624916960 180957761.99134693 32745711624916960 112167299.67828412 2019-04-16 1000 -108 GBM_grid_1_AutoML_20190416_022142_model_45 32787705320082620 181073756.57472456 32787705320082620 110587180.96718544 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35801345015597870 113768651.68717888 0.36793247728290257 2019-04-16 1000 -136 DeepLearning_grid_1_AutoML_20190416_021340_model_2 35808317806942350 189230858.4954958 35808317806942350 118441684.36023596 2019-04-16 1000 -137 GBM_grid_1_AutoML_20190416_022142_model_29 35832142424052240 189293799.2224052 35832142424052240 125409827.39207949 2019-04-16 1000 -138 GBM_grid_1_AutoML_20190416_015849_model_5 36129171968493640 190076752.83551547 36129171968493640 120382051.66094068 0.4149424823328258 2019-04-16 1000 -139 DeepLearning_1_AutoML_20190416_020809 36166709522931960 190175470.350232 36166709522931960 118219966.64228489 0.3982522032421204 2019-04-16 1000 -140 DeepLearning_grid_1_AutoML_20190416_021340_model_6 36402500461789700 190794393.16130257 36402500461789700 118021989.91975611 0.4115798415963096 2019-04-16 1000 -141 GBM_grid_1_AutoML_20190416_022142_model_11 36598894822229580 191308376.2469108 36598894822229580 120222202.693552 0.41692264825433145 2019-04-16 1000 -142 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DeepLearning_grid_1_AutoML_20190416_020809_model_3 38689752618325064 196697108.82045284 38689752618325064 125689464.10320136 2019-04-16 1000 -156 DeepLearning_grid_1_AutoML_20190416_022142_model_3 38715653009740290 196762936.06708628 38715653009740290 122491723.14614023 2019-04-16 1000 -157 DeepLearning_grid_1_AutoML_20190416_015849_model_4 39126230843777730 197803515.751813 39126230843777730 125113580.41558827 2019-04-16 1000 -158 DeepLearning_grid_1_AutoML_20190416_015849_model_2 39184171037704500 197949920.52967465 39184171037704500 123575929.25352515 2019-04-16 1000 -159 DeepLearning_grid_1_AutoML_20190416_022142_model_7 39551010224967130 198874357.88700145 39551010224967130 124469462.51111329 0.4356655490825999 2019-04-16 1000 -160 DeepLearning_grid_1_AutoML_20190416_020809_model_2 39583937874646320 198957125.71970457 39583937874646320 122474280.91900894 2019-04-16 1000 -161 GBM_grid_1_AutoML_20190416_022142_model_27 39796177266761224 199489792.38738316 39796177266761224 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a/DS/result/1500/Hyperparameter_DRF_1500.csv +++ /dev/null @@ -1,5 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,DRF_1_AutoML_20190421_193027,False,,5.0,1.0,14,20,0,False,0.014965432360392486,289857840033600655 -1,DRF_1_AutoML_20190421_193852,False,,5.0,1.0,14,20,0,False,0.014965432360392486,4448890390150882163 -2,DRF_1_AutoML_20190421_195113,False,,5.0,1.0,12,20,0,False,0.014965432360392486,8868244805359666697 -3,DRF_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,8526487506220793987 diff --git a/DS/result/1500/Hyperparameter_GBM_1500.csv b/DS/result/1500/Hyperparameter_GBM_1500.csv deleted file mode 100644 index 3ebdcc6..0000000 --- a/DS/result/1500/Hyperparameter_GBM_1500.csv +++ /dev/null @@ -1,166 +0,0 @@ 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-162,GBM_grid_1_AutoML_20190421_201138_model_7,58,0.1,17,0.9,0.7,False,7169079494235385426,0,deviance,0.014965432360392486 -163,GBM_grid_1_AutoML_20190421_201138_model_8,386,0.001,10,0.7,0.4,False,-5433408555835404398,0,deviance,0.014965432360392486 -164,GBM_grid_1_AutoML_20190421_201138_model_9,369,0.005,4,1.0,0.7,False,4711816287676917037,0,deviance,0.014965432360392486 diff --git a/DS/result/1500/Hyperparameter_GLM_1500.csv b/DS/result/1500/Hyperparameter_GLM_1500.csv deleted file mode 100644 index 165078d..0000000 --- a/DS/result/1500/Hyperparameter_GLM_1500.csv +++ /dev/null @@ -1,5 +0,0 @@ -,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize -0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -2,GLM_grid_1_AutoML_20190421_195113_model_1,-2989962140256060411,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -3,GLM_grid_1_AutoML_20190421_201138_model_1,-5107321425115758760,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True diff --git a/DS/result/1500/Hyperparameter_XGBoost_1500.csv b/DS/result/1500/Hyperparameter_XGBoost_1500.csv deleted file mode 100644 index b3cefb4..0000000 --- a/DS/result/1500/Hyperparameter_XGBoost_1500.csv +++ /dev/null @@ -1,73 +0,0 @@ -,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha -0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -2,XGBoost_1_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -3,XGBoost_1_AutoML_20190421_201138,109,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -4,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -5,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -6,XGBoost_2_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -7,XGBoost_2_AutoML_20190421_201138,109,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -8,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -9,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 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-70,XGBoost_grid_1_AutoML_20190421_201138_model_8,127,20,20.0,100.0,1.0,1.0,0.7,gbtree,0.001,0.01 -71,XGBoost_grid_1_AutoML_20190421_201138_model_9,247,20,20.0,100.0,1.0,1.0,0.7,gbtree,100.0,0.01 diff --git a/DS/result/1500/Hyperparameter_XRT_1500.csv b/DS/result/1500/Hyperparameter_XRT_1500.csv deleted file mode 100644 index 7d2d963..0000000 --- a/DS/result/1500/Hyperparameter_XRT_1500.csv +++ /dev/null @@ -1,5 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378 -1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273 -2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834 -3,XRT_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,7300924216864082225 diff --git a/DS/result/1500/all_varimp.csv b/DS/result/1500/all_varimp.csv deleted file mode 100644 index 1c61979..0000000 --- a/DS/result/1500/all_varimp.csv +++ /dev/null @@ -1,5816 +0,0 @@ - model_id variable relative_importance scaled_importance percentage -0 GBM_1_AutoML_20190416_015849 supply_area 5.142440512168814e+20 1.0 0.26965304008383767 -1 GBM_1_AutoML_20190416_015849 city 3.556079913049879e+20 0.691516003857497 0.18646939270680088 -2 GBM_1_AutoML_20190416_015849 exclusive_use_area 2.8717862730904633e+20 0.5584481271674047 0.15058723521981623 -3 GBM_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.3659960388754185e+20 0.2656318601339177 0.07162843862823566 -4 GBM_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.1062438055314771e+20 0.21512038941699316 0.05800786699031123 -5 GBM_1_AutoML_20190416_015849 total_household_count_in_sites 8.393671766441984e+19 0.16322350733235744 0.04401371496531675 -6 GBM_1_AutoML_20190416_015849 floor 7.956222709042931e+19 0.1547168643023818 0.041719872811375826 -7 GBM_1_AutoML_20190416_015849 heat_fuel_cogeneration 6.286668838041813e+19 0.12225068667620664 0.03296526931457583 -8 GBM_1_AutoML_20190416_015849 total_household_count_of_area_type 5.228192743433018e+19 0.10166753958672509 0.02741496112740433 -9 GBM_1_AutoML_20190416_015849 heat_fuel_gas 4.359336664931867e+19 0.08477174708421324 0.0228589593144763 -10 GBM_1_AutoML_20190416_015849 bathroom_count 4.257647232525376e+19 0.08279429236858049 0.02232573263877781 -11 GBM_1_AutoML_20190416_015849 heat_type_district 3.5194944992644694e+19 0.06844015970502942 0.01845509712828455 -12 GBM_1_AutoML_20190416_015849 heat_type_individual 3.422536045489973e+19 0.06655470369352945 0.017946678182839237 -13 GBM_1_AutoML_20190416_015849 front_door_structure_stairway 2.4499676530895487e+19 0.047642119481831 0.01284684235431316 -14 GBM_1_AutoML_20190416_015849 room_count 2.002224967831257e+19 0.038935306360730705 0.010499023726766617 -15 GBM_1_AutoML_20190416_015849 front_door_structure_mixed 1.0703568675027288e+19 0.020814180834370175 0.005612607138842666 -16 GBM_1_AutoML_20190416_015849 heat_type_central 7.370545410470838e+18 0.014332777196021126 0.0038648769437513992 -17 GBM_1_AutoML_20190416_015849 front_door_structure_corridor 5.969837415672578e+18 0.01160895765647819 0.003130390724273887 -18 XGBoost_grid_1_AutoML_20190416_021340_model_7 supply_area 7.337369362340837e+20 1.0 0.234053082362835 -19 XGBoost_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 5.1960716987001e+20 0.7081654803108345 0.16574831348970837 -20 XGBoost_grid_1_AutoML_20190416_021340_model_7 city 4.4163047373120576e+20 0.601892111357895 0.14087470391319004 -21 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 2.6192748955614734e+20 0.3569773806134039 0.08355165626637812 -22 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.8685983730164774e+20 0.25466870764433475 0.05960599600551623 -23 XGBoost_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.8281090772259517e+20 0.24915047709179672 0.05831443713550594 -24 XGBoost_grid_1_AutoML_20190416_021340_model_7 floor 1.632299074536719e+20 0.22246380057061316 0.05206833823770303 -25 XGBoost_grid_1_AutoML_20190416_021340_model_7 bathroom_count 1.3853035510200952e+20 0.18880111966697322 0.04418948401160955 -26 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 1.333210537275603e+20 0.18170143432036107 0.042527780772428726 -27 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 9.93133877788672e+19 0.1353528531473347 0.03167975248573784 -28 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_district 8.564809431891365e+19 0.11672861224419727 0.027320691495690535 -29 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 7.432329167858827e+19 0.10129419415636036 0.023708218367755614 -30 XGBoost_grid_1_AutoML_20190416_021340_model_7 room_count 4.331445573372399e+19 0.05903267723720726 0.013816780067498728 -31 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 2.4842623003691844e+19 0.03385766993167469 0.007924492009131938 -32 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 1.605542063250604e+19 0.021881712422589406 0.005121482239884189 -33 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_central 1.41362098920835e+19 0.019266046445253007 0.004509277555457007 -34 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.003650926410675e+19 0.013678620726958753 0.0032015233436168593 -35 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 5.592660946880299e+18 0.00762216084634463 0.001783990240352276 -36 XGBoost_1_AutoML_20190416_023643 supply_area 6.47745838267769e+20 1.0 0.23516684719503883 -37 XGBoost_1_AutoML_20190416_023643 exclusive_use_area 5.78806142546865e+20 0.8935698361177192 0.21013800110839156 -38 XGBoost_1_AutoML_20190416_023643 city 4.642607100150216e+20 0.7167328334467858 0.1685518007228475 -39 XGBoost_1_AutoML_20190416_023643 total_parking_capacity_in_site 1.8078578322609222e+20 0.2790998761328327 0.06563503792268413 -40 XGBoost_1_AutoML_20190416_023643 apartment_building_count_in_sites 1.6326113358390074e+20 0.2520450521465348 0.059272640264409746 -41 XGBoost_1_AutoML_20190416_023643 total_household_count_in_sites 1.3409910333974669e+20 0.20702426077851852 0.04868524270016773 -42 XGBoost_1_AutoML_20190416_023643 floor 9.718227915753967e+19 0.15003149910994237 0.035282434625630424 -43 XGBoost_1_AutoML_20190416_023643 total_household_count_of_area_type 9.338309704766666e+19 0.14416626326368367 0.03390312560361044 -44 XGBoost_1_AutoML_20190416_023643 heat_fuel_cogeneration 8.222067908062426e+19 0.12693355051188362 0.02985056287715188 -45 XGBoost_1_AutoML_20190416_023643 heat_type_individual 8.089842398924689e+19 0.12489223273991089 0.02937051261259385 -46 XGBoost_1_AutoML_20190416_023643 heat_type_district 5.767698030317588e+19 0.08904261038159388 0.020939869949455667 -47 XGBoost_1_AutoML_20190416_023643 room_count 5.60054631442122e+19 0.08646209645126324 0.02033301862431693 -48 XGBoost_1_AutoML_20190416_023643 bathroom_count 4.551774509439176e+19 0.07027099582162867 0.016525408536628164 -49 XGBoost_1_AutoML_20190416_023643 heat_fuel_gas 2.6400595795878347e+19 0.04075764634239875 0.00958484718943232 -50 XGBoost_1_AutoML_20190416_023643 front_door_structure_stairway 2.0373343532270748e+19 0.03145268148191281 0.007396627939931217 -51 XGBoost_1_AutoML_20190416_023643 front_door_structure_mixed 1.1792634942339416e+19 0.018205651423212243 0.004281365646328695 -52 XGBoost_1_AutoML_20190416_023643 front_door_structure_corridor 8.565807458595897e+18 0.013224025462676786 0.0031098523752846148 -53 XGBoost_1_AutoML_20190416_023643 heat_type_central 5.433910709282931e+18 0.008388955031829364 0.0019728041060962684 -54 XGBoost_1_AutoML_20190416_015849 exclusive_use_area 6.66503260347023e+20 1.0 0.24313142433565593 -55 XGBoost_1_AutoML_20190416_015849 supply_area 5.901882517332301e+20 0.8854994219022146 0.21529273569548538 -56 XGBoost_1_AutoML_20190416_015849 city 4.536478015712626e+20 0.6806385333134986 0.1654846160622427 -57 XGBoost_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.6651456210221085e+20 0.24983307960941262 0.06074227249159981 -58 XGBoost_1_AutoML_20190416_015849 total_household_count_in_sites 1.5735965885344095e+20 0.23609735798067927 0.05740268692772779 -59 XGBoost_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.5518922290021112e+20 0.2328409058635512 0.05661094108620958 -60 XGBoost_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1600179285743737e+20 0.17404534945116343 0.04231589371105834 -61 XGBoost_1_AutoML_20190416_015849 floor 1.0686420911582819e+20 0.16033561345249542 0.038982626070436364 -62 XGBoost_1_AutoML_20190416_015849 total_household_count_of_area_type 9.142995098036444e+19 0.13717855023358824 0.033352416306592636 -63 XGBoost_1_AutoML_20190416_015849 bathroom_count 6.6195521406161125e+19 0.09931762580080347 0.02414723582258504 -64 XGBoost_1_AutoML_20190416_015849 heat_type_individual 5.476501171794136e+19 0.08216765764870722 0.01997753963845474 -65 XGBoost_1_AutoML_20190416_015849 heat_type_district 3.71797701889664e+19 0.055783328306013534 0.013562680065224583 -66 XGBoost_1_AutoML_20190416_015849 front_door_structure_stairway 2.155443232575796e+19 0.0323395752250865 0.00786276698688537 -67 XGBoost_1_AutoML_20190416_015849 room_count 1.6986735568534634e+19 0.02548635029885718 0.006196532649278616 -68 XGBoost_1_AutoML_20190416_015849 heat_fuel_gas 1.591282496949977e+19 0.023875089465000617 0.005804784507766813 -69 XGBoost_1_AutoML_20190416_015849 front_door_structure_corridor 9.108252619670815e+18 0.013665728529112511 0.003322568041867533 -70 XGBoost_1_AutoML_20190416_015849 front_door_structure_mixed 8.260484624434594e+18 0.012393764765882274 0.003013313680410025 -71 XGBoost_1_AutoML_20190416_015849 heat_type_central 7.667404204121522e+18 0.011503926027502694 0.0027969659205187543 -72 XGBoost_grid_1_AutoML_20190416_023643_model_1 exclusive_use_area 7.813705946991071e+20 1.0 0.2262983104378793 -73 XGBoost_grid_1_AutoML_20190416_023643_model_1 supply_area 7.101956358193996e+20 0.9089101133795343 0.20568482299768992 -74 XGBoost_grid_1_AutoML_20190416_023643_model_1 city 5.389387657173816e+20 0.6897351517622927 0.1560858994934211 -75 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_household_count_in_sites 2.4204182780930687e+20 0.30976572378246864 0.07009945992353946 -76 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_parking_capacity_in_site 2.3432869216780707e+20 0.2998944339056465 0.06786560370257207 -77 XGBoost_grid_1_AutoML_20190416_023643_model_1 apartment_building_count_in_sites 1.6681004045901287e+20 0.21348389815366503 0.0483110454578667 -78 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_household_count_of_area_type 1.297507283659391e+20 0.16605529981058983 0.037578033786391976 -79 XGBoost_grid_1_AutoML_20190416_023643_model_1 floor 1.1891858609969457e+20 0.15219229761965658 0.03444085981298716 -80 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_fuel_cogeneration 1.1267246285243862e+20 0.14419849379643845 0.03263187551382104 -81 XGBoost_grid_1_AutoML_20190416_023643_model_1 bathroom_count 9.77015916934778e+19 0.12503873623642195 0.02829605474958992 -82 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_district 8.347724494931178e+19 0.10683438245005558 0.024176440245121802 -83 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_individual 7.748650746686262e+19 0.09916742195385711 0.022441420038638124 -84 XGBoost_grid_1_AutoML_20190416_023643_model_1 room_count 6.591371657596214e+19 0.08435653583987815 0.01908974153495684 -85 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_fuel_gas 3.564740282356754e+19 0.045621633403410536 0.010324098558608122 -86 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_stairway 1.6248973161901588e+19 0.020795475632351894 0.004705981000353323 -87 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_corridor 1.4217640822748217e+19 0.01819577153171882 0.004117672354741632 -88 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_central 1.3672836109720093e+19 0.017498529126227583 0.003959887576413322 -89 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_mixed 1.344116900974769e+19 0.017202041004529562 0.00389279281540816 -90 XGBoost_1_AutoML_20190416_021340 supply_area 7.615501823703054e+20 1.0 0.2738273098574499 -91 XGBoost_1_AutoML_20190416_021340 exclusive_use_area 5.0952329364497865e+20 0.6690606941476929 0.18320709000982083 -92 XGBoost_1_AutoML_20190416_021340 city 4.0884272033157664e+20 0.5368559154684517 0.14700581111378466 -93 XGBoost_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.709885540804686e+20 0.22452696885748372 0.0614816158726922 -94 XGBoost_1_AutoML_20190416_021340 total_parking_capacity_in_site 1.6714193464092682e+20 0.21947593016221445 0.06009850353478073 -95 XGBoost_1_AutoML_20190416_021340 total_household_count_in_sites 1.5883821172172993e+20 0.20857221940036844 0.057112769749400716 -96 XGBoost_1_AutoML_20190416_021340 floor 9.200257663611018e+19 0.12080960489006058 0.03308096911198671 -97 XGBoost_1_AutoML_20190416_021340 total_household_count_of_area_type 9.032641074198426e+19 0.11860861284393057 0.032478277380977284 -98 XGBoost_1_AutoML_20190416_021340 heat_type_individual 8.3654776494779e+19 0.10984801583843846 0.030079386670218155 -99 XGBoost_1_AutoML_20190416_021340 heat_fuel_gas 7.268401220055099e+19 0.09544218343474604 0.026134676336857777 -100 XGBoost_1_AutoML_20190416_021340 heat_type_district 6.784202247656964e+19 0.0890841129673334 0.024393663004882077 -101 XGBoost_1_AutoML_20190416_021340 heat_fuel_cogeneration 6.35374740362452e+19 0.08343176261672795 0.02284589511400397 -102 XGBoost_1_AutoML_20190416_021340 bathroom_count 4.664399684495527e+19 0.06124875014772766 0.016771580485083353 -103 XGBoost_1_AutoML_20190416_021340 room_count 3.813859270689869e+19 0.05008020953812039 0.013713329054920911 -104 XGBoost_1_AutoML_20190416_021340 front_door_structure_corridor 1.630003228287225e+19 0.0214037533707087 0.00586093220635349 -105 XGBoost_1_AutoML_20190416_021340 heat_type_central 1.317431973670971e+19 0.017299345521400805 0.004737033246419707 -106 XGBoost_1_AutoML_20190416_021340 front_door_structure_mixed 1.0203622936900796e+19 0.013398490569777401 0.003668872628872557 -107 XGBoost_1_AutoML_20190416_021340 front_door_structure_stairway 9.740319523281568e+18 0.012790121713273147 0.003502284621494944 -108 XGBoost_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 8.074262407120033e+20 1.0 0.21459785185480698 -109 XGBoost_grid_1_AutoML_20190416_022142_model_9 supply_area 7.214671605242895e+20 0.8935394022964704 0.19175163628045075 -110 XGBoost_grid_1_AutoML_20190416_022142_model_9 city 5.850806068058385e+20 0.7246242161883465 0.1555028001959924 -111 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.832041302691477e+20 0.3507492275943535 0.07527003078148105 -112 XGBoost_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.5394788507263277e+20 0.3145152736783695 0.06749430210690482 -113 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.8748393769375944e+20 0.23219946075623288 0.04982950548013213 -114 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.6332483488956757e+20 0.20227833411203572 0.04340849597721179 -115 XGBoost_grid_1_AutoML_20190416_022142_model_9 floor 1.520719227175127e+20 0.18834156613910996 0.04041769550842306 -116 XGBoost_grid_1_AutoML_20190416_022142_model_9 bathroom_count 1.2354014133449287e+20 0.1530048629897796 0.032834514920945766 -117 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 1.1952418830818057e+20 0.14803109223051997 0.03176715440039039 -118 XGBoost_grid_1_AutoML_20190416_022142_model_9 room_count 1.1922649333593696e+20 0.1476623960484624 0.03168803299173377 -119 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 7.90512796389553e+19 0.09790526447251259 0.021010259441077955 -120 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 6.900264056257092e+19 0.08545999260777445 0.018339530833156082 -121 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_district 4.422885358384762e+19 0.054777577633401915 0.011755150489937973 -122 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 1.995450876692529e+19 0.02471372338522097 0.005303511949802329 -123 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 1.237791487740923e+19 0.015330087447361331 0.0032898038349500835 -124 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_central 1.089905744439935e+19 0.013498517752888933 0.0028967529129939416 -125 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 1.0696698926376944e+19 0.013247896076481733 0.002842970039608706 -126 GBM_grid_1_AutoML_20190416_023844_model_54 supply_area 1.182808376896496e+21 1.0 0.270240323645468 -127 GBM_grid_1_AutoML_20190416_023844_model_54 city 7.413297237308536e+20 0.626753866654197 0.16937416777067868 -128 GBM_grid_1_AutoML_20190416_023844_model_54 exclusive_use_area 6.342163212997063e+20 0.5361953243548973 0.14490159799085411 -129 GBM_grid_1_AutoML_20190416_023844_model_54 apartment_building_count_in_sites 3.262675323138783e+20 0.2758414115817756 0.07454347234068179 -130 GBM_grid_1_AutoML_20190416_023844_model_54 total_parking_capacity_in_site 2.612775462427364e+20 0.2208959213903166 0.05969498528848302 -131 GBM_grid_1_AutoML_20190416_023844_model_54 total_household_count_in_sites 1.9504952767090472e+20 0.16490374221282075 0.044563640665941505 -132 GBM_grid_1_AutoML_20190416_023844_model_54 floor 1.9299931671710243e+20 0.16317040062186777 0.04409522187341422 -133 GBM_grid_1_AutoML_20190416_023844_model_54 total_household_count_of_area_type 1.4222013140687231e+20 0.1202393677495214 0.03249352565555711 -134 GBM_grid_1_AutoML_20190416_023844_model_54 heat_fuel_gas 1.3692207745382901e+20 0.11576015196399868 0.03128306093199956 -135 GBM_grid_1_AutoML_20190416_023844_model_54 heat_fuel_cogeneration 1.2921727171242125e+20 0.10924615874928713 0.029522717297431528 -136 GBM_grid_1_AutoML_20190416_023844_model_54 bathroom_count 1.133228547665937e+20 0.09580829573082254 0.025891264846218193 -137 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_district 1.069367768832614e+20 0.09040921502758271 0.02443221552958666 -138 GBM_grid_1_AutoML_20190416_023844_model_54 room_count 7.351020722789443e+19 0.062148872686185824 0.01679513146891584 -139 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_individual 5.6190959551911035e+19 0.047506392962271125 0.012838143009352931 -140 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_stairway 3.218366851718945e+19 0.02720953718778553 0.007353114135870559 -141 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_corridor 2.29235508017344e+19 0.019380612489304658 0.00523742299155709 -142 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_central 1.7214513695879594e+19 0.014553932853475202 0.003933059524637549 -143 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_mixed 1.2285606478210925e+19 0.010386810508094669 0.0028069350333516513 -144 XGBoost_grid_1_AutoML_20190416_022142_model_3 supply_area 8.682182210195523e+20 1.0 0.2483576151322533 -145 XGBoost_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 7.681393004688693e+20 0.8847306839135904 0.21972960269110672 -146 XGBoost_grid_1_AutoML_20190416_022142_model_3 city 6.80907812648935e+20 0.7842588374260817 0.1947766545095352 -147 XGBoost_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 2.086985131743951e+20 0.2403756430374377 0.05969912144065986 -148 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 1.8172949845425888e+20 0.20931315889783236 0.05198451695966403 -149 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.7723939203358445e+20 0.2041415254167915 0.05070010240197461 -150 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.5099232544433897e+20 0.17391056970334953 0.043192014337815395 -151 XGBoost_grid_1_AutoML_20190416_022142_model_3 floor 1.0797120621876609e+20 0.12435952575606517 0.030885635235754372 -152 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 1.0740466745939172e+20 0.12370699538333343 0.030723574348581358 -153 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 6.806801609654272e+19 0.07839966318215502 0.019471153375091945 -154 XGBoost_grid_1_AutoML_20190416_022142_model_3 bathroom_count 4.864621191718188e+19 0.05602993664433399 0.013915461440998037 -155 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_district 4.2829821794525905e+19 0.04933071059512051 0.012251657636183508 -156 XGBoost_grid_1_AutoML_20190416_022142_model_3 room_count 2.521852623801916e+19 0.029046299222337143 0.007213869603277476 -157 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.8724166250560225e+19 0.02156619821750845 0.00535612955676985 -158 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.131859699669821e+19 0.013036580807307562 0.0032377341187818116 -159 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 1.1157702161670865e+19 0.012851264683858315 0.0031917094483164023 -160 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 1.016985473578854e+19 0.011713477659851503 0.0029091313765056462 -161 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.405102839080157e+18 0.00968086436749739 0.0024043163867304615 -162 XGBoost_grid_1_AutoML_20190416_020809_model_4 supply_area 7.233163807525343e+20 1.0 0.23315725739498758 -163 XGBoost_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 6.043663926007505e+20 0.835549157578833 0.19481434999977298 -164 XGBoost_grid_1_AutoML_20190416_020809_model_4 city 4.88769369555916e+20 0.6757338594314747 0.1575522533939727 -165 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.193514614335912e+20 0.3032579757220197 0.07070679790250184 -166 XGBoost_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 1.9567792055641126e+20 0.2705288111307932 0.06307575564958233 -167 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 1.712772946300156e+20 0.2367944362767226 0.05521034132867279 -168 XGBoost_grid_1_AutoML_20190416_020809_model_4 floor 1.3957132873072273e+20 0.19296027636691085 0.04499008882388777 -169 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.2550112472067788e+20 0.17350792552231045 0.040454632051075676 -170 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.1192280702852792e+20 0.15473561778330536 0.03607773226367454 -171 XGBoost_grid_1_AutoML_20190416_020809_model_4 bathroom_count 6.991777728450842e+19 0.09666278705283345 0.02253763032139436 -172 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_district 6.389811824820224e+19 0.08834048273830464 0.02059722467221235 -173 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 5.717170633170118e+19 0.07904107780916016 0.018429000923527596 -174 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 4.410817558562944e+19 0.06098047377240308 0.014218040019420473 -175 XGBoost_grid_1_AutoML_20190416_020809_model_4 room_count 3.844565551821095e+19 0.053151921539800195 0.012392756251493378 -176 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.297043397754277e+19 0.03175710462086378 0.007404399416206285 -177 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.0483746613820916e+19 0.014493998605304202 0.003379380963499503 -178 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_central 8.055134335273009e+18 0.011136391418223507 0.002596530480350069 -179 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.463524511762088e+18 0.010318478483781991 0.002405828143767799 -180 XGBoost_grid_1_AutoML_20190416_022142_model_14 supply_area 9.020846568986808e+20 1.0 0.29859352094822333 -181 XGBoost_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 4.484881893262958e+20 0.49716862591164607 0.1484513305159485 -182 XGBoost_grid_1_AutoML_20190416_022142_model_14 city 4.134986331057197e+20 0.4583811840091661 0.13686965166971235 -183 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.0070212574539416e+20 0.2224870184971302 0.0664331822183306 -184 XGBoost_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.8954809925109495e+20 0.21012229595252319 0.06274115617818851 -185 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 1.784612749074854e+20 0.1978320699090768 0.05907137431062631 -186 XGBoost_grid_1_AutoML_20190416_022142_model_14 floor 1.3768071408871539e+20 0.15262504803269172 0.045572850476973126 -187 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 1.245053542140058e+20 0.13801958969355338 0.04121175524642722 -188 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 8.713397433269014e+19 0.0965917928725804 0.028841683528525286 -189 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_cogeneration 7.0356095395898065e+19 0.07799278577442896 0.02328814051294725 -190 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_individual 6.830226045177063e+19 0.07571602058568447 0.022608313178867686 -191 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_district 5.083975520678104e+19 0.0563580755065333 0.016828156199361604 -192 XGBoost_grid_1_AutoML_20190416_022142_model_14 bathroom_count 4.720515679344656e+19 0.052328965394152015 0.015625090024617583 -193 XGBoost_grid_1_AutoML_20190416_022142_model_14 room_count 4.183973796199268e+19 0.04638116571656976 0.013849115576993589 -194 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_stairway 2.3583251181330235e+19 0.026143057639854115 0.00780614762903639 -195 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 1.8012089535063654e+19 0.019967183121136614 0.005962071511558117 -196 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_central 1.121625005633831e+19 0.012433700064137198 0.003712622280564876 -197 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_mixed 7.655009959297417e+18 0.008485910829716288 0.0025338379930976455 -198 XGBoost_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 1.1278014110477928e+21 1.0 0.2611815752838408 -199 XGBoost_grid_1_AutoML_20190416_022142_model_16 supply_area 8.922921424589171e+20 0.7911784235399439 0.20664122699074833 -200 XGBoost_grid_1_AutoML_20190416_022142_model_16 city 7.00846796311676e+20 0.6214274866534781 0.16230540988883335 -201 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 2.9810012028821045e+20 0.26431969083214585 0.06903543323007762 -202 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 2.7254882465702163e+20 0.24166384434987362 0.06311814355644889 -203 XGBoost_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.797529635756106e+20 0.1593835242754393 0.041628039944549514 -204 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 1.493738795126248e+20 0.13244696987375446 0.03459270823319859 -205 XGBoost_grid_1_AutoML_20190416_022142_model_16 floor 1.370615307126031e+20 0.12152984503296994 0.03174135636971214 -206 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 1.2928157994850661e+20 0.11463151108172186 0.029939638641491163 -207 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_district 1.1174990222799038e+20 0.09908650683826353 0.02587956994539073 -208 XGBoost_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.0502762887325627e+20 0.0931259952722346 0.02432279414507774 -209 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 8.429330247944713e+19 0.07474126353604556 0.019521040949049065 -210 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 4.3171347698299175e+19 0.038279210573243114 0.009997824518141489 -211 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 2.842869776986931e+19 0.025207184076368024 0.006583652045535547 -212 XGBoost_grid_1_AutoML_20190416_022142_model_16 room_count 2.3789460189073113e+19 0.02109366060020383 0.005509275504063923 -213 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.8080087732171833e+19 0.01603126894066783 0.004187072075722532 -214 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.1221026334849368e+19 0.009949470026309316 0.002598618254710824 -215 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 5.253457211664892e+18 0.0046581403075069095 0.0012166204234078089 -216 XGBoost_grid_1_AutoML_20190416_023844_model_6 supply_area 7.19049290474345e+20 1.0 0.2384135325465376 -217 XGBoost_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 4.7357341517260993e+20 0.6586105034054083 0.1570216566891368 -218 XGBoost_grid_1_AutoML_20190416_023844_model_6 city 4.108389760507807e+20 0.5713641352455227 0.1362209418542827 -219 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 2.3943016223789705e+20 0.33298157081825214 0.07938731257167457 -220 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 2.1419705647569358e+20 0.29788925364823227 0.07102082926992662 -221 XGBoost_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 2.0883485261623932e+20 0.29043190137698965 0.06924289557149571 -222 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 1.4608684112287682e+20 0.20316665777739068 0.0484376805763812 -223 XGBoost_grid_1_AutoML_20190416_023844_model_6 floor 1.0963862879642793e+20 0.15247720879343493 0.036352629981278806 -224 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 1.063251933315203e+20 0.14786913044776018 0.035254001744635284 -225 XGBoost_grid_1_AutoML_20190416_023844_model_6 bathroom_count 1.034266167979121e+20 0.1438380068905753 0.034292927337235275 -226 XGBoost_grid_1_AutoML_20190416_023844_model_6 room_count 7.983184493374603e+19 0.11102416203078691 0.026469662667779077 -227 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 7.427257340622222e+19 0.1032927427787681 0.024626387692306965 -228 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 4.879218308088542e+19 0.06785652072432757 0.016177912812204272 -229 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_district 3.5119346971165327e+19 0.04884136238838046 0.011644441741399381 -230 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 1.5949955477169766e+19 0.022182005724041318 0.005288490343636208 -231 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 1.5882813799619625e+19 0.0220886300981425 0.005266228330811927 -232 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_central 8.994270647265788e+18 0.012508559241234236 0.002982209795770292 -233 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 5.731132341770781e+18 0.007970430424860092 0.001900258473507295 -234 XGBoost_1_AutoML_20190416_022142 supply_area 6.855376538033602e+20 1.0 0.24506003265809956 -235 XGBoost_1_AutoML_20190416_022142 exclusive_use_area 5.2606705576989164e+20 0.7673787907218133 0.18805387151542052 -236 XGBoost_1_AutoML_20190416_022142 city 3.899278130028531e+20 0.5687912412097791 0.13938800014650946 -237 XGBoost_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.020806494438346e+20 0.2947768781520489 0.07223803138679374 -238 XGBoost_1_AutoML_20190416_022142 apartment_building_count_in_sites 1.6602402158654836e+20 0.24218074771742695 0.05934882194479562 -239 XGBoost_1_AutoML_20190416_022142 total_household_count_in_sites 1.5674847112588585e+20 0.2286504180423146 0.05603307891273773 -240 XGBoost_1_AutoML_20190416_022142 floor 1.0687115802931574e+20 0.15589392856307013 0.038203371224865404 -241 XGBoost_1_AutoML_20190416_022142 heat_type_individual 9.184239978217577e+19 0.133971342453087 0.03283102155680294 -242 XGBoost_1_AutoML_20190416_022142 total_household_count_of_area_type 9.103392448422556e+19 0.13279201219534728 0.03254201484532656 -243 XGBoost_1_AutoML_20190416_022142 heat_fuel_cogeneration 7.878382563452204e+19 0.11492268177747741 0.028162956149544997 -244 XGBoost_1_AutoML_20190416_022142 room_count 7.153336448599038e+19 0.10434636826893981 0.02557112441574047 -245 XGBoost_1_AutoML_20190416_022142 bathroom_count 6.675113981604843e+19 0.0973704937222826 0.023861616371517853 -246 XGBoost_1_AutoML_20190416_022142 heat_fuel_gas 6.2345317558712795e+19 0.09094368079247175 0.022286661385050907 -247 XGBoost_1_AutoML_20190416_022142 heat_type_district 4.567152279065251e+19 0.0666214649731741 0.01632625838205648 -248 XGBoost_1_AutoML_20190416_022142 front_door_structure_stairway 2.1888197876462387e+19 0.031928512978137306 0.007824402433146884 -249 XGBoost_1_AutoML_20190416_022142 front_door_structure_corridor 1.2193234307338207e+19 0.01778638159361516 0.004358731254200752 -250 XGBoost_1_AutoML_20190416_022142 front_door_structure_mixed 1.136549446615774e+19 0.0165789499717514 0.004062838021514397 -251 XGBoost_1_AutoML_20190416_022142 heat_type_central 1.0762171545276121e+19 0.015698877349139956 0.0038471673958757374 -252 GBM_1_AutoML_20190416_020809 supply_area 4.322788194737151e+20 1.0 0.2272757866900139 -253 GBM_1_AutoML_20190416_020809 exclusive_use_area 3.353057641848017e+20 0.7756701209488477 0.17629103695058757 -254 GBM_1_AutoML_20190416_020809 city 3.285587386243031e+20 0.760062079896286 0.1727437071416766 -255 GBM_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.2258064591544438e+20 0.28356847569973975 0.06444824839514644 -256 GBM_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.2114400643040621e+20 0.28024506631598317 0.0636929179129602 -257 GBM_1_AutoML_20190416_020809 total_household_count_in_sites 9.183545966478125e+19 0.21244496729353482 0.048283597069972393 -258 GBM_1_AutoML_20190416_020809 bathroom_count 6.794429025209234e+19 0.15717700519033578 0.03572252750421396 -259 GBM_1_AutoML_20190416_020809 room_count 6.329651826204135e+19 0.1464252131045947 0.033278905499599686 -260 GBM_1_AutoML_20190416_020809 floor 5.995427119443948e+19 0.13869352023176104 0.03152167891948085 -261 GBM_1_AutoML_20190416_020809 heat_type_district 5.830458154031042e+19 0.13487725725561636 0.030654334749361592 -262 GBM_1_AutoML_20190416_020809 heat_fuel_cogeneration 5.444944748272314e+19 0.12595909174780645 0.028627451667742346 -263 GBM_1_AutoML_20190416_020809 heat_type_individual 4.810870026478079e+19 0.11129090322618979 0.025293727582174488 -264 GBM_1_AutoML_20190416_020809 total_household_count_of_area_type 4.632146610406346e+19 0.10715645554981917 0.024354067733998657 -265 GBM_1_AutoML_20190416_020809 heat_fuel_gas 3.559421724710876e+19 0.08234087733107887 0.01871408767216688 -266 GBM_1_AutoML_20190416_020809 front_door_structure_mixed 1.0809522013526295e+19 0.025005902502201065 0.005683236163081533 -267 GBM_1_AutoML_20190416_020809 front_door_structure_stairway 9.75085394418729e+18 0.022556862619497818 0.005126628697104934 -268 GBM_1_AutoML_20190416_020809 front_door_structure_corridor 9.168717512861286e+18 0.021210193744916513 0.004820563469223512 -269 GBM_1_AutoML_20190416_020809 heat_type_central 6.595181905191109e+18 0.015256777820436634 0.0034674961814944913 -270 XGBoost_grid_1_AutoML_20190416_023844_model_1 supply_area 7.14048817144336e+20 1.0 0.25819281628909396 -271 XGBoost_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 4.681987912298083e+20 0.6556957731577165 0.1692959383004457 -272 XGBoost_grid_1_AutoML_20190416_023844_model_1 city 4.614580284875415e+20 0.64625557442001 0.16685854680202852 -273 XGBoost_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 1.7989718431680273e+20 0.25193961532806347 0.06504899881634368 -274 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 1.7038146533226185e+20 0.23861318896047046 0.061608211261425606 -275 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 1.3590686758157785e+20 0.19033273960890268 0.04914254607164136 -276 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_district 1.0044372971268604e+20 0.14066787494220107 0.036319434792728957 -277 XGBoost_grid_1_AutoML_20190416_023844_model_1 floor 9.608971644325121e+19 0.13457023404581578 0.03474506771697169 -278 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 9.23610789994163e+19 0.12934840977510742 0.03339683020235075 -279 XGBoost_grid_1_AutoML_20190416_023844_model_1 bathroom_count 8.526014263616917e+19 0.11940380067730706 0.030829203572495533 -280 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 6.6399010222136885e+19 0.09298945482142737 0.024009209225531798 -281 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 5.156801453441522e+19 0.07221917226983011 0.018646471478414674 -282 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 4.8649585218855895e+19 0.06813201569805555 0.01759119701253372 -283 XGBoost_grid_1_AutoML_20190416_023844_model_1 room_count 4.8640938659415065e+19 0.06811990649874981 0.017588070504261966 -284 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 1.7236353295342109e+19 0.024138900424588192 0.006232490682746431 -285 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 1.2020703340754108e+19 0.016834567962493066 0.004346564513246239 -286 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_central 9.615185204436009e+18 0.013465725274764261 0.0034767535320666177 -287 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 7.388617533340778e+18 0.010347496355907081 0.0026716492256727863 -288 GBM_grid_1_AutoML_20190416_021340_model_9 supply_area 8.13525733088579e+20 1.0 0.2948675861336144 -289 GBM_grid_1_AutoML_20190416_021340_model_9 city 5.0380333509012514e+20 0.6192838340557687 0.18260672927959434 -290 GBM_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.9525631023384625e+20 0.4858559405776161 0.14326316840679845 -291 GBM_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.681386199412732e+20 0.20667892004218358 0.06094291425754097 -292 GBM_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.6581928372536345e+20 0.2038279515705357 0.06010225606616312 -293 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 1.0646848168685208e+20 0.13087291201304813 0.038590179655564404 -294 GBM_grid_1_AutoML_20190416_021340_model_9 floor 1.031034923207413e+20 0.1267366084774052 0.03737051781649345 -295 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 9.23339870329079e+19 0.11349854500896817 0.03346704199647183 -296 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 8.847224710946095e+19 0.10875162703652036 0.03206732975236187 -297 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 7.707230824253987e+19 0.09473862363263194 0.027935349264175173 -298 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_district 6.657595242937162e+19 0.08183632025580025 0.02413087821188523 -299 GBM_grid_1_AutoML_20190416_021340_model_9 bathroom_count 4.849212195961884e+19 0.05960736088275511 0.01757627861929323 -300 GBM_grid_1_AutoML_20190416_021340_model_9 room_count 4.5236793485215924e+19 0.05560585442512414 0.01639636406923352 -301 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 3.0090981230182924e+19 0.03698835821202786 0.010906667901026108 -302 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 2.3211820760304714e+19 0.028532374350569368 0.008413272351413044 -303 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 1.6706595398940099e+19 0.0205360380371902 0.006055411964774362 -304 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 7.480615870260052e+18 0.009195303314942026 0.0027113968922433777 -305 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_central 7.16405492775125e+18 0.008806181090981184 0.0025966573613531007 -306 GBM_grid_1_AutoML_20190416_023844_model_36 city 6.078804669474946e+20 1.0 0.20518687058964005 -307 GBM_grid_1_AutoML_20190416_023844_model_36 exclusive_use_area 5.4588627183004235e+20 0.8980158131601768 0.18426105444234758 -308 GBM_grid_1_AutoML_20190416_023844_model_36 supply_area 4.485953961080505e+20 0.7379664596901708 0.1514210284639419 -309 GBM_grid_1_AutoML_20190416_023844_model_36 apartment_building_count_in_sites 2.3266860553172576e+20 0.3827538770904813 0.07853607024624759 -310 GBM_grid_1_AutoML_20190416_023844_model_36 total_parking_capacity_in_site 1.974532711954556e+20 0.32482252997366096 0.06664931842230505 -311 GBM_grid_1_AutoML_20190416_023844_model_36 total_household_count_in_sites 1.7478149976038887e+20 0.2875260997249407 0.05899658061540535 -312 GBM_grid_1_AutoML_20190416_023844_model_36 room_count 1.6647951846761038e+20 0.27386884020734614 0.05619429027415955 -313 GBM_grid_1_AutoML_20190416_023844_model_36 floor 1.259514758873219e+20 0.2071977678766258 0.0425142615837635 -314 GBM_grid_1_AutoML_20190416_023844_model_36 total_household_count_of_area_type 9.902068019136718e+19 0.1628949860629755 0.033423912425004976 -315 GBM_grid_1_AutoML_20190416_023844_model_36 bathroom_count 9.399365145652416e+19 0.15462522085718344 0.03172706518191741 -316 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_individual 7.091481003052918e+19 0.11665913594268265 0.023936923029770452 -317 GBM_grid_1_AutoML_20190416_023844_model_36 heat_fuel_gas 5.683809251360139e+19 0.09350208734131073 0.019185400695162745 -318 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_district 5.1227979568409215e+19 0.08427311347188592 0.01729173642814191 -319 GBM_grid_1_AutoML_20190416_023844_model_36 heat_fuel_cogeneration 4.1062519580596896e+19 0.06755031920468609 0.013860438604940803 -320 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_stairway 2.0439666073658196e+19 0.03362448241888263 0.006899302322726897 -321 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_corridor 1.3326938547714785e+19 0.021923617014109276 0.004498438367130871 -322 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_mixed 8.730960152401805e+18 0.014362955592642751 0.002947089910472335 -323 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_central 7.318194913093353e+18 0.012038871638435882 0.0024702183969210314 -324 XGBoost_grid_1_AutoML_20190416_023844_model_3 supply_area 9.84961234247692e+20 1.0 0.24131294766578462 -325 XGBoost_grid_1_AutoML_20190416_023844_model_3 city 8.803025047196942e+20 0.8937433008640836 0.2156718303880602 -326 XGBoost_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 7.835341521075936e+20 0.7954974519439363 0.19196383498921213 -327 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 2.2970036394138167e+20 0.23320751716368365 0.05627599338458756 -328 XGBoost_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 1.983914272928322e+20 0.2014205436667388 0.04860538511266563 -329 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 1.339666165866462e+20 0.1360120702506319 0.03282147359030576 -330 XGBoost_grid_1_AutoML_20190416_023844_model_3 room_count 1.320014022797175e+20 0.13401685029821447 0.03234000118234632 -331 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 1.1929201543285939e+20 0.1211134116602812 0.029226234369602068 -332 XGBoost_grid_1_AutoML_20190416_023844_model_3 floor 1.1252258622343322e+20 0.11424062421032981 0.027567741771373885 -333 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 1.1063449606012325e+20 0.11232370596252478 0.027105164578561724 -334 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 1.0985262894356523e+20 0.11152990099906832 0.02691360916295831 -335 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_district 1.0751140804821621e+20 0.10915293344548005 0.026340016116095998 -336 XGBoost_grid_1_AutoML_20190416_023844_model_3 bathroom_count 1.0501182229409536e+20 0.10661518305774015 0.025727624089590496 -337 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 1.885931821984645e+19 0.019147269520968603 0.00462048404785617 -338 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 1.7553159978699719e+19 0.017821168355023356 0.004300478666598889 -339 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_central 1.3332940781690814e+19 0.013536513233309573 0.0032665359094468343 -340 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 1.2839451375842623e+19 0.013035489042012223 0.0031456322849930047 -341 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 1.1408335837222404e+19 0.011582522682667839 0.002795012689960388 -342 XGBoost_1_AutoML_20190416_020809 supply_area 5.659702854745336e+20 1.0 0.20644000549191793 -343 XGBoost_1_AutoML_20190416_020809 exclusive_use_area 5.2959460573114584e+20 0.9357286403951599 0.1931718256621217 -344 XGBoost_1_AutoML_20190416_020809 city 4.649645733786587e+20 0.8215353090291879 0.16959775370779007 -345 XGBoost_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.8159324697334487e+20 0.3208529699065197 0.0662368888696001 -346 XGBoost_1_AutoML_20190416_020809 room_count 1.513616382059694e+20 0.26743742929730197 0.055209784372879434 -347 XGBoost_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.4792046587819327e+20 0.2613573003292398 0.05395460251532111 -348 XGBoost_1_AutoML_20190416_020809 total_household_count_in_sites 1.3036282209107549e+20 0.23033509962766638 0.04755037923211691 -349 XGBoost_1_AutoML_20190416_020809 bathroom_count 1.059118825125928e+20 0.1871332916776572 0.03863179776165623 -350 XGBoost_1_AutoML_20190416_020809 floor 8.555070397697176e+19 0.1511575893162702 0.031204973568595896 -351 XGBoost_1_AutoML_20190416_020809 total_household_count_of_area_type 8.444933637356808e+19 0.14921160799592537 0.030803245174136736 -352 XGBoost_1_AutoML_20190416_020809 heat_type_individual 6.609682044635893e+19 0.1167849658236749 0.024109088986012894 -353 XGBoost_1_AutoML_20190416_020809 heat_type_district 6.446459543492546e+19 0.11390102464633031 0.02351372815352351 -354 XGBoost_1_AutoML_20190416_020809 heat_fuel_cogeneration 6.215418285538673e+19 0.10981880930952764 0.022670995596974775 -355 XGBoost_1_AutoML_20190416_020809 heat_fuel_gas 5.185038671261414e+19 0.09161326670911807 0.018912643282562876 -356 XGBoost_1_AutoML_20190416_020809 front_door_structure_corridor 1.611667552480107e+19 0.028476186715859404 0.005878624142010896 -357 XGBoost_1_AutoML_20190416_020809 front_door_structure_stairway 1.6102225742988837e+19 0.028450655725658892 0.005873353524253688 -358 XGBoost_1_AutoML_20190416_020809 heat_type_central 8.626768231530496e+18 0.015242440200367491 0.0031466494386740954 -359 XGBoost_1_AutoML_20190416_020809 front_door_structure_mixed 8.481495257710592e+18 0.014985760693424647 0.003093660519851152 -360 XGBoost_grid_1_AutoML_20190416_022142_model_6 supply_area 7.929912891126065e+20 1.0 0.21035628421433644 -361 XGBoost_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 7.88531247737882e+20 0.994375674189668 0.2091731719356642 -362 XGBoost_grid_1_AutoML_20190416_022142_model_6 city 5.6481894726667076e+20 0.7122637474350177 0.14982915529100896 -363 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 2.6786889854892795e+20 0.3377955120398428 0.07105740873698048 -364 XGBoost_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 2.5854076504417868e+20 0.3260322888710387 0.06858294082080685 -365 XGBoost_grid_1_AutoML_20190416_022142_model_6 floor 2.3158276303250627e+20 0.2920369570410514 0.061431809136417374 -366 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 1.9954839500022927e+20 0.25164008450021313 0.05293407313484648 -367 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 1.4368701185972083e+20 0.18119620458947683 0.03811576031118304 -368 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 1.2532486860869888e+20 0.15804066239988981 0.03324484649721322 -369 XGBoost_grid_1_AutoML_20190416_022142_model_6 room_count 1.0816312817241765e+20 0.13639888565920708 0.028692362758246943 -370 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 6.215173314348004e+19 0.07837631257340881 0.016486949883363654 -371 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 5.54792324811121e+19 0.06996196962415047 0.014716939966452567 -372 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_district 5.112545670618887e+19 0.06447164982530967 0.013562016694420016 -373 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 3.0810622585678594e+19 0.03885367091504509 0.008173113841775523 -374 XGBoost_grid_1_AutoML_20190416_022142_model_6 bathroom_count 3.0412322299493482e+19 0.0383513951755085 0.008067456983555597 -375 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 2.4640620727436837e+19 0.031073003027575267 0.00653640145626156 -376 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 2.0111470648860082e+19 0.025361527831365884 0.005334956756604606 -377 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_central 1.3964491464592327e+19 0.017609892638567607 0.0037043515808624786 -378 XGBoost_grid_1_AutoML_20190416_023844_model_12 supply_area 1.0066578884025028e+21 1.0 0.26367081451243374 -379 XGBoost_grid_1_AutoML_20190416_023844_model_12 exclusive_use_area 5.6774407040902e+20 0.5639890939611977 0.14870746378087848 -380 XGBoost_grid_1_AutoML_20190416_023844_model_12 city 5.3737932397766037e+20 0.5338251755325184 0.14075411883990202 -381 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_parking_capacity_in_site 2.9595777905609356e+20 0.2940003574856581 0.07751931372519016 -382 XGBoost_grid_1_AutoML_20190416_023844_model_12 apartment_building_count_in_sites 2.4820672793359575e+20 0.24656512484840587 0.06501202729913909 -383 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_household_count_in_sites 2.4238758463382382e+20 0.2407844685134056 0.0634878369348731 -384 XGBoost_grid_1_AutoML_20190416_023844_model_12 floor 1.841161951505327e+20 0.18289847749836094 0.04822499053507686 -385 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_household_count_of_area_type 1.2692557282078727e+20 0.12608610560059233 0.03324522616240891 -386 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_fuel_cogeneration 1.1574255440388686e+20 0.11497705003589886 0.0303160924332023 -387 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_district 1.1503643924043609e+20 0.11427560501511695 0.03013114185323704 -388 XGBoost_grid_1_AutoML_20190416_023844_model_12 room_count 1.1467631839601387e+20 0.11391786595741811 0.030036816504510677 -389 XGBoost_grid_1_AutoML_20190416_023844_model_12 bathroom_count 7.0603881336333664e+19 0.07013691756628182 0.018493058182092948 -390 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_fuel_gas 6.246643536158209e+19 0.06205329147195384 0.016361641905587525 -391 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_individual 5.2494806079607144e+19 0.052147613091189114 0.013749803618633084 -392 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_corridor 2.7024238791152894e+19 0.026845504418624794 0.007078376016055938 -393 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_mixed 2.3830652292696113e+19 0.023673039835324518 0.006241889695365306 -394 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_central 1.7641542021875237e+19 0.01752486343684363 0.004620795016611728 -395 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_stairway 8.966595939594666e+18 0.008907292182276582 0.0023485929848010996 -396 XGBoost_grid_1_AutoML_20190416_021340_model_6 supply_area 8.496624053923674e+20 1.0 0.26991416288264936 -397 XGBoost_grid_1_AutoML_20190416_021340_model_6 city 6.791921522971393e+20 0.7993670756604723 0.2157604950628478 -398 XGBoost_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 4.782635623407954e+20 0.5628865762513491 0.15193105902676346 -399 XGBoost_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 1.8998429750406624e+20 0.2235997453792639 0.06035273809481756 -400 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 1.716381279579726e+20 0.20200744068311635 0.0545246692480498 -401 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 1.4031793231035472e+20 0.16514551122872975 0.04457511241712976 -402 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 1.2961538288260638e+20 0.15254927375861832 0.041175209524913575 -403 XGBoost_grid_1_AutoML_20190416_021340_model_6 room_count 1.018661459153073e+20 0.11989014138888059 0.03236004715086218 -404 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 9.881732331678676e+19 0.11630186611723006 0.03139152083472211 -405 XGBoost_grid_1_AutoML_20190416_021340_model_6 bathroom_count 9.52312529486558e+19 0.11208128351245429 0.030252325814076993 -406 XGBoost_grid_1_AutoML_20190416_021340_model_6 floor 7.94514754831867e+19 0.09350946326323174 0.02523952849830105 -407 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 5.561480666286339e+19 0.06545518115183749 0.017667280426930384 -408 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 2.562928399094697e+19 0.030164079083988153 0.008141712155080695 -409 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_district 2.1026675540518502e+19 0.024747094148302996 0.006679591200817314 -410 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.6611978025323463e+19 0.019551268739084887 0.005277164335003809 -411 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 6.208950958144094e+18 0.007307550526819943 0.0019724113831692683 -412 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_central 5.818966278399853e+18 0.006848562724995112 0.0018485240748663716 -413 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 2.9478429008697754e+18 0.0034694284249383554 0.0009364478689985049 -414 GBM_1_AutoML_20190416_022142 supply_area 5.5743645676187576e+20 1.0 0.2914371316869079 -415 GBM_1_AutoML_20190416_022142 city 3.632090471291987e+20 0.6515703139315004 0.1898917833845346 -416 GBM_1_AutoML_20190416_022142 exclusive_use_area 2.623163472364731e+20 0.47057623170227764 0.13714338720734554 -417 GBM_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.2595080738425222e+20 0.22594648386633162 0.06584919517274589 -418 GBM_1_AutoML_20190416_022142 apartment_building_count_in_sites 9.353987860969449e+19 0.16780366169996055 0.04890421785239674 -419 GBM_1_AutoML_20190416_022142 total_household_count_in_sites 8.813467065145465e+19 0.15810711621451015 0.04607828444884544 -420 GBM_1_AutoML_20190416_022142 heat_fuel_cogeneration 8.481192012403651e+19 0.15214634618034364 0.04434109472744268 -421 GBM_1_AutoML_20190416_022142 floor 7.837336474973372e+19 0.1405960514405556 0.040974909958340466 -422 GBM_1_AutoML_20190416_022142 bathroom_count 5.52323173538857e+19 0.09908271460163878 0.028876382143254112 -423 GBM_1_AutoML_20190416_022142 total_household_count_of_area_type 4.532207600511274e+19 0.08130447059093823 0.023695141702345594 -424 GBM_1_AutoML_20190416_022142 room_count 3.6848700640773276e+19 0.06610385846456075 0.01926511890434891 -425 GBM_1_AutoML_20190416_022142 heat_type_district 3.179837105551442e+19 0.0570439386764005 0.016624721867974028 -426 GBM_1_AutoML_20190416_022142 heat_type_individual 2.5109555839613534e+19 0.04504469618918335 0.013127697055083784 -427 GBM_1_AutoML_20190416_022142 heat_fuel_gas 2.2947214490987397e+19 0.04116561486539071 0.011997188720497404 -428 GBM_1_AutoML_20190416_022142 front_door_structure_mixed 1.1634678002381488e+19 0.02087175652264803 0.006082804854228053 -429 GBM_1_AutoML_20190416_022142 front_door_structure_corridor 1.1276848540191556e+19 0.020229836788390698 0.005895725608102873 -430 GBM_1_AutoML_20190416_022142 heat_type_central 9.700040014309622e+18 0.01740115827848206 0.005071343656710703 -431 GBM_1_AutoML_20190416_022142 front_door_structure_stairway 9.073677926779585e+18 0.016277510766856167 0.004743871048895321 -432 XGBoost_2_AutoML_20190416_021340 supply_area 6.909529508802965e+20 1.0 0.24992205717555535 -433 XGBoost_2_AutoML_20190416_021340 exclusive_use_area 5.3145146096813395e+20 0.7691572346439038 0.19222935837366578 -434 XGBoost_2_AutoML_20190416_021340 city 4.781603313930868e+20 0.6920302327154041 0.17295361938791212 -435 XGBoost_2_AutoML_20190416_021340 total_parking_capacity_in_site 1.8274062693934773e+20 0.2644762233181438 0.06609844180569208 -436 XGBoost_2_AutoML_20190416_021340 apartment_building_count_in_sites 1.4274723728122813e+20 0.2065947284824003 0.05163257954394678 -437 XGBoost_2_AutoML_20190416_021340 total_household_count_in_sites 1.4101679069706217e+20 0.20409029372752832 0.05100666605794722 -438 XGBoost_2_AutoML_20190416_021340 heat_fuel_cogeneration 1.2670297889076727e+20 0.18337424962053286 0.045829269698187375 -439 XGBoost_2_AutoML_20190416_021340 total_household_count_of_area_type 1.0865258676863841e+20 0.15725034046125932 0.0393003285796344 -440 XGBoost_2_AutoML_20190416_021340 floor 9.716033290544926e+19 0.14061787098769002 0.03514350759289033 -441 XGBoost_2_AutoML_20190416_021340 bathroom_count 5.899033814646129e+19 0.08537533282303185 0.021337178811179833 -442 XGBoost_2_AutoML_20190416_021340 heat_type_individual 5.192176700748936e+19 0.0751451556018964 0.018780431874803157 -443 XGBoost_2_AutoML_20190416_021340 room_count 4.1600004844718916e+19 0.06020671131329443 0.015046985147193326 -444 XGBoost_2_AutoML_20190416_021340 heat_type_district 3.583268372698733e+19 0.05185980272800822 0.012960908582502291 -445 XGBoost_2_AutoML_20190416_021340 heat_fuel_gas 3.082228620502604e+19 0.04460837190977685 0.011148616074943687 -446 XGBoost_2_AutoML_20190416_021340 front_door_structure_stairway 2.6446452027826373e+19 0.03827532973718794 0.00956584914699072 -447 XGBoost_2_AutoML_20190416_021340 front_door_structure_corridor 1.1073138722378613e+19 0.016025893960321138 0.004005224386640767 -448 XGBoost_2_AutoML_20190416_021340 heat_type_central 5.91267325638869e+18 0.008557273326433808 0.002138651353555845 -449 XGBoost_2_AutoML_20190416_021340 front_door_structure_mixed 2.489108782697677e+18 0.0036024287609257204 0.000900326406758943 -450 XGBoost_grid_1_AutoML_20190416_020809_model_7 supply_area 9.41807742618228e+20 1.0 0.261706055558107 -451 XGBoost_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 5.296469952611861e+20 0.5623727341514162 0.14717635000819507 -452 XGBoost_grid_1_AutoML_20190416_020809_model_7 city 4.780888367490023e+20 0.5076289088682941 0.13284955942718704 -453 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.4677679986753352e+20 0.26202460300601627 0.06857342531188343 -454 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 2.361051511145722e+20 0.2506935762262893 0.0656080269879378 -455 XGBoost_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.20178786758888e+20 0.2337831563656404 0.061182467708375904 -456 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.5930357781916287e+20 0.1691466003202506 0.04426668958087643 -457 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 1.5163533743644842e+20 0.1610045559987666 0.042135867277321555 -458 XGBoost_grid_1_AutoML_20190416_020809_model_7 floor 1.2080029909556344e+20 0.12826428752829988 0.03356754075800226 -459 XGBoost_grid_1_AutoML_20190416_020809_model_7 room_count 1.1147547292179051e+20 0.11836330057330853 0.030976392515879202 -460 XGBoost_grid_1_AutoML_20190416_020809_model_7 bathroom_count 1.0406494926853374e+20 0.11049489673893836 0.028917183584847902 -461 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 8.451373257058366e+19 0.08973565277307581 0.02348436373017358 -462 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 7.565109710466266e+19 0.08032541428715845 0.021021647334163052 -463 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_district 5.414464526731759e+19 0.05749012544406923 0.015045513963508122 -464 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 3.4288045811822494e+19 0.03640662978253039 0.009527835476550332 -465 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 2.972857560059819e+19 0.03156543979767322 0.00826086674140595 -466 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_central 1.4413953126329483e+19 0.015304560022259592 0.004005296035477853 -467 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 6.099541304843174e+18 0.006476418730521829 0.001694918000107511 -468 GBM_1_AutoML_20190416_023643 supply_area 4.390195470316098e+20 1.0 0.22806392448092153 -469 GBM_1_AutoML_20190416_023643 city 3.5548234791225865e+20 0.8097187250905337 0.18466763016983553 -470 GBM_1_AutoML_20190416_023643 exclusive_use_area 3.518585686933415e+20 0.8014644702551419 0.18278513241841046 -471 GBM_1_AutoML_20190416_023643 total_parking_capacity_in_site 1.2776218682031551e+20 0.29101708041058255 0.06637049744941736 -472 GBM_1_AutoML_20190416_023643 apartment_building_count_in_sites 1.238697661244071e+20 0.2821509132382398 0.06434844456898897 -473 GBM_1_AutoML_20190416_023643 heat_fuel_gas 8.738425836354404e+19 0.19904411763527308 0.04539478261274258 -474 GBM_1_AutoML_20190416_023643 floor 8.42870748455874e+19 0.19198934401779305 0.04378584325521562 -475 GBM_1_AutoML_20190416_023643 total_household_count_in_sites 7.707947705835297e+19 0.17557185683306986 0.04004160669775241 -476 GBM_1_AutoML_20190416_023643 bathroom_count 5.888430124507857e+19 0.1341268324912167 0.030589491796142065 -477 GBM_1_AutoML_20190416_023643 total_household_count_of_area_type 4.526926866065392e+19 0.10311447170573133 0.02351669108798603 -478 GBM_1_AutoML_20190416_023643 heat_type_district 4.095960089419055e+19 0.09329789794357704 0.021277884750832678 -479 GBM_1_AutoML_20190416_023643 room_count 4.003777034546315e+19 0.09119814964088695 0.020799007912499022 -480 GBM_1_AutoML_20190416_023643 heat_type_individual 2.8318291409277813e+19 0.06450348646375618 0.014710918265626234 -481 GBM_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.7748808177257808e+19 0.040428286843409905 0.009220233757548471 -482 GBM_1_AutoML_20190416_023643 front_door_structure_stairway 1.7510571495309443e+19 0.039885630636962655 0.009096473453462182 -483 GBM_1_AutoML_20190416_023643 front_door_structure_mixed 1.5621941471790236e+19 0.035583703681115235 0.008115359109081354 -484 GBM_1_AutoML_20190416_023643 heat_type_central 7.709191143535149e+18 0.017560017989313084 0.004004806616598322 -485 GBM_1_AutoML_20190416_023643 front_door_structure_corridor 6.181648435158974e+18 0.014080576769202238 0.0032112715969391573 -486 XGBoost_grid_1_AutoML_20190416_021340_model_8 supply_area 6.891118934263763e+20 1.0 0.27033462218253407 -487 XGBoost_grid_1_AutoML_20190416_021340_model_8 city 5.807302351189149e+20 0.8427226995480078 0.22781712258695588 -488 XGBoost_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 4.516783915279623e+20 0.6554500014245059 0.17719082849463524 -489 XGBoost_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 1.5158984404333756e+20 0.21997856297271004 0.05946782170948435 -490 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 1.3916457979718979e+20 0.20194772594221366 0.05459346219321027 -491 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 1.1178071494184718e+20 0.16220981818504873 0.043850929913352696 -492 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 8.952164739528943e+19 0.1299087249099319 0.035118826066741195 -493 XGBoost_grid_1_AutoML_20190416_021340_model_8 floor 7.793813406699487e+19 0.1130993889533292 0.03057468058177372 -494 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 6.9611774402405335e+19 0.10101664920668295 0.027308297697434217 -495 XGBoost_grid_1_AutoML_20190416_021340_model_8 bathroom_count 5.5822944214001385e+19 0.08100708280688734 0.02189901912470914 -496 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 4.330740566516669e+19 0.06284524484091435 0.01698924552003743 -497 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_district 4.082442693467177e+19 0.0592420872779979 0.01601518728160227 -498 XGBoost_grid_1_AutoML_20190416_021340_model_8 room_count 1.88087582771548e+19 0.02729420063211302 0.007378567415656556 -499 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 1.376505984652306e+19 0.019975072231130632 0.005399953604671527 -500 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 7.02388698641911e+18 0.010192665448705583 0.002755430363108793 -501 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.567980706101199e+18 0.006628793886270714 0.0017919924907708851 -502 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_central 3.8593806463716557e+18 0.005600513767339275 0.0015140127733217436 -503 XGBoost_grid_1_AutoML_20190416_022142_model_1 city 7.039090329520555e+20 1.0 0.20077745579967754 -504 XGBoost_grid_1_AutoML_20190416_022142_model_1 supply_area 6.958222568711583e+20 0.9885116176915889 0.19847084762854073 -505 XGBoost_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 6.745848995095951e+20 0.9583410184133017 0.1924132714654946 -506 XGBoost_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 2.036990250068046e+20 0.2893825984197576 0.05810150186341872 -507 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 1.9322805032005193e+20 0.2745071327039115 0.055114843703155815 -508 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 1.7773519261287422e+20 0.25249738857233855 0.05069578327361671 -509 XGBoost_grid_1_AutoML_20190416_022142_model_1 room_count 1.757504773677153e+20 0.24967782645245012 0.050129678764716364 -510 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_district 1.2338018438288402e+20 0.17527859227129378 0.035191989812379386 -511 XGBoost_grid_1_AutoML_20190416_022142_model_1 floor 1.1982992290944647e+20 0.1702349555125091 0.03417934125597287 -512 XGBoost_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.0450265165341183e+20 0.1484604498043566 0.029807511398594454 -513 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 9.613865790482678e+19 0.13657824151174794 0.027421831848322656 -514 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 6.520883726358099e+19 0.09263815949357547 0.018599653973084825 -515 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 5.638191393533015e+19 0.08009829579665363 0.01608193204394212 -516 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 3.242967544781131e+19 0.04607083291971358 0.009249984620192123 -517 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 3.046365629837109e+19 0.04327783118595954 0.008689212838044897 -518 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 1.9028335147268178e+19 0.02703237812912714 0.005427492104980993 -519 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_central 1.781387287734308e+19 0.025307066742182888 0.005081088474248114 -520 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 1.601004598665098e+19 0.022744481512771628 0.004566579131617088 -521 GBM_grid_1_AutoML_20190416_022142_model_19 supply_area 5.651336011062612e+20 1.0 0.26566206432280287 -522 GBM_grid_1_AutoML_20190416_022142_model_19 city 2.964809003003103e+20 0.5246209033048868 0.1393718721588698 -523 GBM_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.9075316399513744e+20 0.33753640488149 0.08967061810491403 -524 GBM_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 1.666038600385723e+20 0.29480437849110663 0.0783183397613483 -525 GBM_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 1.635382984750305e+20 0.28937988849875634 0.07687725855208213 -526 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 1.579901979856449e+20 0.2795625630406256 0.07426916760474632 -527 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 1.3877055881025998e+20 0.24555354439837523 0.06523426150665339 -528 GBM_grid_1_AutoML_20190416_022142_model_19 room_count 1.0869348860119168e+20 0.19233237660691532 0.05109541620550388 -529 GBM_grid_1_AutoML_20190416_022142_model_19 floor 8.141844900871982e+19 0.1440693826191567 0.03827376959231691 -530 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 6.329741986157612e+19 0.11200434682643194 0.02975530599103709 -531 GBM_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.9007422397120774e+19 0.06902336424654791 0.018336889432242664 -532 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 3.6764453860829823e+19 0.06505444692876625 0.017282498664474264 -533 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 3.238772248214189e+19 0.05730985101353419 0.01522505332628777 -534 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_district 2.576568060739584e+19 0.045592193698904056 0.012112116295055939 -535 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 2.5127526257657905e+19 0.044462983989043005 0.011812128112480896 -536 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 1.819712524739045e+19 0.03219968731600667 0.008554235402919103 -537 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.0002971960436326e+19 0.017700189726562524 0.0047022689416638674 -538 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 7.33212077761495e+18 0.012974137023992497 0.003446736024600753 -539 XGBoost_2_AutoML_20190416_015849 supply_area 8.073467240310825e+20 1.0 0.29477427704454456 -540 XGBoost_2_AutoML_20190416_015849 city 4.3536174452488274e+20 0.5392500292205576 0.1589570375097394 -541 XGBoost_2_AutoML_20190416_015849 exclusive_use_area 4.014123790807408e+20 0.49719948955324755 0.1465616200799751 -542 XGBoost_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.69564026815522e+20 0.2100262771475541 0.06191034400652741 -543 XGBoost_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.685651952684782e+20 0.20878909921976535 0.061545655777288016 -544 XGBoost_2_AutoML_20190416_015849 total_household_count_in_sites 1.3611887981169213e+20 0.16860027514826656 0.049699024216341564 -545 XGBoost_2_AutoML_20190416_015849 heat_fuel_cogeneration 1.2339958856409101e+20 0.1528458404438143 0.045055022116091165 -546 XGBoost_2_AutoML_20190416_015849 floor 9.686937574046066e+19 0.11998485019768437 0.03536844747332039 -547 XGBoost_2_AutoML_20190416_015849 total_household_count_of_area_type 9.132508395935367e+19 0.11311755066443757 0.033344144218159226 -548 XGBoost_2_AutoML_20190416_015849 bathroom_count 8.644275095472597e+19 0.10707016995513065 0.03156153194156015 -549 XGBoost_2_AutoML_20190416_015849 heat_type_individual 7.938234698812516e+19 0.09832497565825135 0.028983673615083482 -550 XGBoost_2_AutoML_20190416_015849 heat_fuel_gas 5.523275715853681e+19 0.06841268505154716 0.020166299776745934 -551 XGBoost_2_AutoML_20190416_015849 heat_type_district 2.6466043126010085e+19 0.032781508041384154 0.009663145333328937 -552 XGBoost_2_AutoML_20190416_015849 room_count 2.465033821120312e+19 0.0305325301725682 0.009000204507959535 -553 XGBoost_2_AutoML_20190416_015849 front_door_structure_stairway 1.7538176933748015e+19 0.021723227966021698 0.006403448818757878 -554 XGBoost_2_AutoML_20190416_015849 front_door_structure_corridor 1.0135457614025196e+19 0.012554033245368051 0.0037006060738965446 -555 XGBoost_2_AutoML_20190416_015849 heat_type_central 5.893668747658396e+18 0.007300046649389131 0.002151865973465131 -556 XGBoost_2_AutoML_20190416_015849 front_door_structure_mixed 3.1596948771643064e+18 0.00391367770886336 0.0011536515172155465 -557 XGBoost_2_AutoML_20190416_023844 supply_area 7.104745775213199e+20 1.0 0.26415482539402296 -558 XGBoost_2_AutoML_20190416_023844 exclusive_use_area 4.794110302677285e+20 0.674775770218664 0.17824527576222854 -559 XGBoost_2_AutoML_20190416_023844 city 4.671121570822168e+20 0.6574649844782092 0.17367254817752537 -560 XGBoost_2_AutoML_20190416_023844 total_parking_capacity_in_site 1.6745706346954044e+20 0.23569747429071858 0.062260625167076984 -561 XGBoost_2_AutoML_20190416_023844 apartment_building_count_in_sites 1.6488556085887002e+20 0.23207805891396888 0.06130453913020322 -562 XGBoost_2_AutoML_20190416_023844 total_household_count_in_sites 1.3478111720831661e+20 0.1897057565079056 0.05011169098658684 -563 XGBoost_2_AutoML_20190416_023844 heat_fuel_cogeneration 1.334895077050286e+20 0.1878878033479289 0.049631469887038676 -564 XGBoost_2_AutoML_20190416_023844 floor 9.203976651740807e+19 0.12954688236490228 0.03422043409144079 -565 XGBoost_2_AutoML_20190416_023844 total_household_count_of_area_type 8.411285063109653e+19 0.11838966979585203 0.03127320255337933 -566 XGBoost_2_AutoML_20190416_023844 bathroom_count 7.665924371421698e+19 0.10789864428599713 0.028501947541619364 -567 XGBoost_2_AutoML_20190416_023844 room_count 4.028551670348015e+19 0.05670226349833223 0.014978176513847833 -568 XGBoost_2_AutoML_20190416_023844 heat_type_district 3.6789727235105882e+19 0.051781905220953384 0.013678440132210787 -569 XGBoost_2_AutoML_20190416_023844 heat_fuel_gas 3.641294878952286e+19 0.051251585829515736 0.013538353705962512 -570 XGBoost_2_AutoML_20190416_023844 heat_type_individual 3.1128803658570924e+19 0.043814099256263415 0.011573705738834653 -571 XGBoost_2_AutoML_20190416_023844 front_door_structure_stairway 1.670578835740531e+19 0.023513562463681546 0.006211220986985251 -572 XGBoost_2_AutoML_20190416_023844 front_door_structure_corridor 8.777727329733444e+18 0.012354738096832244 0.003263563684757605 -573 XGBoost_2_AutoML_20190416_023844 front_door_structure_mixed 5.142121213992108e+18 0.007237586504406351 0.0019118433993455964 -574 XGBoost_2_AutoML_20190416_023844 heat_type_central 3.9487225631982223e+18 0.005557866091386964 0.0014681371469336842 -575 XGBoost_2_AutoML_20190416_022142 exclusive_use_area 6.126620231143669e+20 1.0 0.2205661368815176 -576 XGBoost_2_AutoML_20190416_022142 supply_area 6.00999529666826e+20 0.9809642298566891 0.21636749059844296 -577 XGBoost_2_AutoML_20190416_022142 city 4.693090340910714e+20 0.7660161987932855 0.16895723375649963 -578 XGBoost_2_AutoML_20190416_022142 total_parking_capacity_in_site 1.906948810827723e+20 0.3112562455126664 0.06865258765297402 -579 XGBoost_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.7237249617221072e+20 0.28135005870934093 0.062056295560907505 -580 XGBoost_2_AutoML_20190416_022142 total_household_count_in_sites 1.1692380812411824e+20 0.19084552936667307 0.04209406115351529 -581 XGBoost_2_AutoML_20190416_022142 total_household_count_of_area_type 1.1054284956692487e+20 0.18043039293507768 0.03979683474570435 -582 XGBoost_2_AutoML_20190416_022142 floor 9.741220023304716e+19 0.1589982674915416 0.035069633631463516 -583 XGBoost_2_AutoML_20190416_022142 room_count 8.486847020607629e+19 0.13852412423845262 0.03055373094817089 -584 XGBoost_2_AutoML_20190416_022142 heat_fuel_gas 6.697488603425433e+19 0.1093178351316742 0.024111812587244024 -585 XGBoost_2_AutoML_20190416_022142 heat_fuel_cogeneration 6.515805741856378e+19 0.10635236877804745 0.023457731129572452 -586 XGBoost_2_AutoML_20190416_022142 bathroom_count 5.100690296443555e+19 0.08325455314685629 0.018363135165399082 -587 XGBoost_2_AutoML_20190416_022142 heat_type_district 4.7125921587502514e+19 0.07691993270277407 0.016965932405437187 -588 XGBoost_2_AutoML_20190416_022142 heat_type_individual 4.491416158925436e+19 0.07330985093696617 0.016169670616526532 -589 XGBoost_2_AutoML_20190416_022142 front_door_structure_stairway 2.2488594996902494e+19 0.036706363620492434 0.008096180822740292 -590 XGBoost_2_AutoML_20190416_022142 front_door_structure_corridor 1.380440806914628e+19 0.022531848798092356 0.004969762846193697 -591 XGBoost_2_AutoML_20190416_022142 heat_type_central 6.477685343867896e+18 0.010573015952481672 0.0023320492838255413 -592 XGBoost_2_AutoML_20190416_022142 front_door_structure_mixed 3.9435276456348877e+18 0.00643670979570206 0.0014197202138654258 -593 GBM_grid_1_AutoML_20190416_022142_model_22 supply_area 6.650399423118484e+20 1.0 0.3203301669042589 -594 GBM_grid_1_AutoML_20190416_022142_model_22 city 3.9383070984555096e+20 0.5921910622037151 0.18969666179492645 -595 GBM_grid_1_AutoML_20190416_022142_model_22 exclusive_use_area 2.849441382064288e+20 0.428461690911211 0.1372492049616692 -596 GBM_grid_1_AutoML_20190416_022142_model_22 apartment_building_count_in_sites 1.2268698188398985e+20 0.18448062150597844 0.05909470827761149 -597 GBM_grid_1_AutoML_20190416_022142_model_22 total_parking_capacity_in_site 1.1706688537321747e+20 0.17602985614106595 0.05638767319780034 -598 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_in_sites 7.646634539423996e+19 0.11498007943466289 0.03683158803597051 -599 GBM_grid_1_AutoML_20190416_022142_model_22 floor 7.42405996080865e+19 0.11163329431012405 0.03575951179843429 -600 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_of_area_type 6.525620422450558e+19 0.09812373674528235 0.03143199296888586 -601 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_district 6.0533674239858835e+19 0.09102261441535127 0.029157289267731475 -602 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_cogeneration 5.6900465609221865e+19 0.08555947092654516 0.0274072796021403 -603 GBM_grid_1_AutoML_20190416_022142_model_22 bathroom_count 4.163863288722594e+19 0.06261072491748305 0.02005610396281399 -604 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_gas 3.657458139685244e+19 0.05499606725832116 0.017616899403935866 -605 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_individual 3.161293622046674e+19 0.04753539480737369 0.015227020952505858 -606 GBM_grid_1_AutoML_20190416_022142_model_22 room_count 1.6876808595012846e+19 0.025377135298587865 0.008129061985748611 -607 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_corridor 1.433670693692008e+19 0.021557662968455744 0.006905569776751191 -608 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_stairway 1.2200488885058273e+19 0.01834549793001344 0.005876616413862942 -609 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_central 3.632723196253307e+18 0.005462413556131734 0.0017497758461357646 -610 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_mixed 2.2689259442384404e+18 0.003411713793236351 0.0010928748488169627 -611 XGBoost_1_AutoML_20190416_023844 supply_area 7.461547677816277e+20 1.0 0.2714688825690102 -612 XGBoost_1_AutoML_20190416_023844 exclusive_use_area 4.737276634598474e+20 0.6348919606427955 0.17235341110774768 -613 XGBoost_1_AutoML_20190416_023844 city 3.7797916505711365e+20 0.50656938932505 0.13751782606373722 -614 XGBoost_1_AutoML_20190416_023844 apartment_building_count_in_sites 1.8937710320274322e+20 0.2538040516256099 0.0688999022862917 -615 XGBoost_1_AutoML_20190416_023844 total_parking_capacity_in_site 1.698735965133456e+20 0.22766536360598771 0.06180406185778489 -616 XGBoost_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.6245785677692666e+20 0.21772675561656687 0.05910603905260538 -617 XGBoost_1_AutoML_20190416_023844 total_household_count_in_sites 1.495669361622762e+20 0.20045028541055843 0.05441601499104346 -618 XGBoost_1_AutoML_20190416_023844 total_household_count_of_area_type 1.0609785830736134e+20 0.14219283034644137 0.038600928763473284 -619 XGBoost_1_AutoML_20190416_023844 floor 9.06371503201798e+19 0.1214723194621548 0.032975954827456994 -620 XGBoost_1_AutoML_20190416_023844 heat_type_individual 6.467977425852773e+19 0.08668412647261559 0.02353204294999171 -621 XGBoost_1_AutoML_20190416_023844 bathroom_count 5.895689100274434e+19 0.07901429240749537 0.021449921666843796 -622 XGBoost_1_AutoML_20190416_023844 room_count 4.859895930546658e+19 0.06513254542345794 0.017681459324981427 -623 XGBoost_1_AutoML_20190416_023844 heat_type_district 4.101854351353237e+19 0.05497323783842255 0.014923523447197 -624 XGBoost_1_AutoML_20190416_023844 front_door_structure_corridor 1.9413397313454866e+19 0.02601792302577159 0.007063056490572735 -625 XGBoost_1_AutoML_20190416_023844 front_door_structure_stairway 1.599893762067556e+19 0.02144184867737502 0.005820794700660806 -626 XGBoost_1_AutoML_20190416_023844 heat_fuel_gas 1.5301500902502826e+19 0.020507140828162632 0.005567050605306637 -627 XGBoost_1_AutoML_20190416_023844 heat_type_central 1.0591622998156902e+19 0.014194941124140461 0.0038534848051033003 -628 XGBoost_1_AutoML_20190416_023844 front_door_structure_mixed 8.151320162226668e+18 0.0109244362084037 0.002965644490191787 -629 GBM_1_AutoML_20190416_023844 supply_area 5.924990557389083e+20 1.0 0.3076371908162887 -630 GBM_1_AutoML_20190416_023844 city 3.554175734832431e+20 0.5998618395096009 0.18453981118462504 -631 GBM_1_AutoML_20190416_023844 exclusive_use_area 2.4032229717658147e+20 0.4056078990317958 0.12478007463103852 -632 GBM_1_AutoML_20190416_023844 total_parking_capacity_in_site 1.2974027860742871e+20 0.21897128333078777 0.06736371047332118 -633 GBM_1_AutoML_20190416_023844 apartment_building_count_in_sites 1.0622005363162585e+20 0.17927463782901448 0.05515154596632558 -634 GBM_1_AutoML_20190416_023844 heat_fuel_gas 9.613535057385043e+19 0.16225401482532253 0.049915369319526684 -635 GBM_1_AutoML_20190416_023844 total_household_count_in_sites 7.640059459889896e+19 0.12894635672223886 0.03966869494802463 -636 GBM_1_AutoML_20190416_023844 floor 7.331539135963857e+19 0.12373925434903285 0.038066796601638704 -637 GBM_1_AutoML_20190416_023844 room_count 6.249225629264878e+19 0.10547233060939548 0.032447211497521285 -638 GBM_1_AutoML_20190416_023844 total_household_count_of_area_type 4.684853239600067e+19 0.07906937900107816 0.02432468163548013 -639 GBM_1_AutoML_20190416_023844 heat_type_district 4.674927728233808e+19 0.07890185955492678 0.024273146423659023 -640 GBM_1_AutoML_20190416_023844 bathroom_count 2.991122427318108e+19 0.0504831593965642 0.015530497340289938 -641 GBM_1_AutoML_20190416_023844 heat_type_individual 1.8237211242315907e+19 0.030780152416567477 0.009469119622330019 -642 GBM_1_AutoML_20190416_023844 front_door_structure_stairway 1.7552876304699752e+19 0.029625154900558413 0.009113799431105199 -643 GBM_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.2321314217834578e+19 0.020795500175892448 0.006397469255731191 -644 GBM_1_AutoML_20190416_023844 front_door_structure_mixed 8.211661910114828e+18 0.013859367083503663 0.004263656756060807 -645 GBM_1_AutoML_20190416_023844 heat_type_central 7.787388410502578e+18 0.013143292525235994 0.004043365590540326 -646 GBM_1_AutoML_20190416_023844 front_door_structure_corridor 5.804591813134123e+18 0.009796795044500433 0.0030138585064930514 -647 XGBoost_grid_1_AutoML_20190416_023844_model_11 supply_area 7.98263667270118e+20 1.0 0.28655896198163794 -648 XGBoost_grid_1_AutoML_20190416_023844_model_11 city 3.659701055444977e+20 0.45845767576524316 0.1313751556798024 -649 XGBoost_grid_1_AutoML_20190416_023844_model_11 exclusive_use_area 3.6146822995135955e+20 0.45281809102937065 0.12975908213188328 -650 XGBoost_grid_1_AutoML_20190416_023844_model_11 apartment_building_count_in_sites 2.1641400616882484e+20 0.27110592031441444 0.07768783111237525 -651 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_household_count_in_sites 1.758872390220246e+20 0.22033727229941372 0.0631396200359855 -652 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_parking_capacity_in_site 1.7346627274733624e+20 0.21730448203981503 0.06227054680728687 -653 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_household_count_of_area_type 1.1800909646947733e+20 0.1478322280068713 0.04236264980508186 -654 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_fuel_cogeneration 1.015469884760895e+20 0.12720983384269177 0.03645311793981839 -655 XGBoost_grid_1_AutoML_20190416_023844_model_11 floor 9.62649785967187e+19 0.1205929601254724 0.034556993475848424 -656 XGBoost_grid_1_AutoML_20190416_023844_model_11 bathroom_count 8.428593135349452e+19 0.10558658098737404 0.030256781046932052 -657 XGBoost_grid_1_AutoML_20190416_023844_model_11 room_count 7.59295550214667e+19 0.09511839024457755 0.0272570271738505 -658 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_fuel_gas 6.400628820214284e+19 0.08018188829892502 0.02297683868066759 -659 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_individual 5.855475562000155e+19 0.0733526502843924 0.021019859324097584 -660 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_district 4.801808731251252e+19 0.060153166530456735 0.017237428960876287 -661 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_stairway 2.614108246442089e+19 0.03274742862069309 0.009384069153113593 -662 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_corridor 1.1792240217665044e+19 0.01477236244258974 0.004233152847565049 -663 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_central 6.274713298357191e+18 0.007860452073204455 0.0022524829868038826 -664 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_mixed 3.394083818171269e+18 0.0042518330187546576 0.0012184008563735885 -665 XGBoost_2_AutoML_20190416_023643 supply_area 6.794895306100341e+20 1.0 0.2509505893636111 -666 XGBoost_2_AutoML_20190416_023643 exclusive_use_area 5.687591747281549e+20 0.8370389080425309 0.2100554072935466 -667 XGBoost_2_AutoML_20190416_023643 city 4.2220317639175255e+20 0.6213534681140793 0.15592901902635192 -668 XGBoost_2_AutoML_20190416_023643 total_household_count_in_sites 1.6686624749342478e+20 0.24557589186637666 0.06162741479736165 -669 XGBoost_2_AutoML_20190416_023643 total_parking_capacity_in_site 1.539730926711467e+20 0.22660112589654216 0.056865686094195095 -670 XGBoost_2_AutoML_20190416_023643 apartment_building_count_in_sites 1.527419738995724e+20 0.22478929699246913 0.05641100656289194 -671 XGBoost_2_AutoML_20190416_023643 heat_fuel_cogeneration 1.1068573330197761e+20 0.1628954212180515 0.0408787019593037 -672 XGBoost_2_AutoML_20190416_023643 total_household_count_of_area_type 9.31279223890924e+19 0.13705571343458925 0.034394212062060364 -673 XGBoost_2_AutoML_20190416_023643 floor 8.832022423375813e+19 0.12998025761260182 0.03261862225351642 -674 XGBoost_2_AutoML_20190416_023643 heat_fuel_gas 6.420027283960811e+19 0.09448309348043993 0.02371058799381356 -675 XGBoost_2_AutoML_20190416_023643 heat_type_individual 5.5992528489423045e+19 0.08240381340261992 0.020679285539196502 -676 XGBoost_2_AutoML_20190416_023643 bathroom_count 5.031840197726175e+19 0.07405324101474639 0.018583704476936143 -677 XGBoost_2_AutoML_20190416_023643 heat_type_district 4.423866562561389e+19 0.06510573545687624 0.016338322683854444 -678 XGBoost_2_AutoML_20190416_023643 room_count 2.1285755664394617e+19 0.031326098056705345 0.007861302769792479 -679 XGBoost_2_AutoML_20190416_023643 front_door_structure_stairway 1.8744988801767047e+19 0.027586869197142913 0.006922941083719863 -680 XGBoost_2_AutoML_20190416_023643 front_door_structure_corridor 8.108406773150384e+18 0.01193308565898108 0.0029946148790477574 -681 XGBoost_2_AutoML_20190416_023643 heat_type_central 6.243999540546896e+18 0.009189250546570068 0.0023060478404716444 -682 XGBoost_2_AutoML_20190416_023643 front_door_structure_mixed 2.362525857282523e+18 0.00347691281595095 0.0008725333203287836 -683 GBM_grid_1_AutoML_20190416_023844_model_57 supply_area 9.647043245987563e+20 1.0 0.22944366479783987 -684 GBM_grid_1_AutoML_20190416_023844_model_57 city 7.417932426487519e+20 0.7689332614501149 0.1764268654920699 -685 GBM_grid_1_AutoML_20190416_023844_model_57 exclusive_use_area 7.154219928182189e+20 0.7415971656556843 0.17015477149173094 -686 GBM_grid_1_AutoML_20190416_023844_model_57 apartment_building_count_in_sites 2.7801978341060248e+20 0.288191704257403 0.06612376078915377 -687 GBM_grid_1_AutoML_20190416_023844_model_57 total_parking_capacity_in_site 2.5511354331993578e+20 0.26444739265167455 0.060675778916233554 -688 GBM_grid_1_AutoML_20190416_023844_model_57 total_household_count_in_sites 1.8238436757976226e+20 0.1890572716729764 0.04337799326932854 -689 GBM_grid_1_AutoML_20190416_023844_model_57 bathroom_count 1.6860002779684615e+20 0.17476860370349326 0.04009954892533082 -690 GBM_grid_1_AutoML_20190416_023844_model_57 heat_fuel_gas 1.5288549095332276e+20 0.1584791184769608 0.036362029737284945 -691 GBM_grid_1_AutoML_20190416_023844_model_57 floor 1.4055652633358211e+20 0.14569907353949405 0.03342972939055149 -692 GBM_grid_1_AutoML_20190416_023844_model_57 total_household_count_of_area_type 1.2863981700160632e+20 0.13334636709036285 0.03059547915269092 -693 GBM_grid_1_AutoML_20190416_023844_model_57 room_count 1.2553565818188307e+20 0.13012863628873683 0.029857191205232954 -694 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_district 1.090536886104511e+20 0.11304364024262993 0.025937147099357585 -695 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_individual 8.23762731700941e+19 0.08539017714506086 0.019592235181899512 -696 GBM_grid_1_AutoML_20190416_023844_model_57 heat_fuel_cogeneration 7.89923458157065e+19 0.08188244190629218 0.0187874075535759 -697 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_stairway 3.915452825682418e+19 0.04058707653571418 0.009312447583784677 -698 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_corridor 2.7557517323787043e+19 0.028565765303528494 0.0065542338789965566 -699 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_central 9.073929714942345e+18 0.009405917941454664 0.0021581282832751117 -700 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_mixed 4.673709469350232e+18 0.004844706663146908 0.0011115872516629405 -701 GBM_1_AutoML_20190416_021340 supply_area 4.6325499992323444e+20 1.0 0.24196870679539226 -702 GBM_1_AutoML_20190416_021340 city 3.179318268004527e+20 0.6862998280712284 0.16606308187229515 -703 GBM_1_AutoML_20190416_021340 exclusive_use_area 2.9590672653219267e+20 0.6387556023814683 0.15455886706655567 -704 GBM_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.5552764378314755e+20 0.3357279334468487 0.08123565389122349 -705 GBM_1_AutoML_20190416_021340 total_household_count_in_sites 1.1154557778317751e+20 0.24078655988961076 0.05826281251020038 -706 GBM_1_AutoML_20190416_021340 total_parking_capacity_in_site 8.885751598383366e+19 0.1918112400266768 0.046412317698075564 -707 GBM_1_AutoML_20190416_021340 floor 8.69748969903835e+19 0.1877473465041846 0.045428982637883954 -708 GBM_1_AutoML_20190416_021340 room_count 6.7733122446908195e+19 0.14621131441243415 0.03537856266723119 -709 GBM_1_AutoML_20190416_021340 bathroom_count 5.565279259057979e+19 0.1201342513298334 0.029068729436112415 -710 GBM_1_AutoML_20190416_021340 heat_fuel_gas 5.484702209123392e+19 0.11839488424371582 0.028647857031642077 -711 GBM_1_AutoML_20190416_021340 total_household_count_of_area_type 5.001941397934388e+19 0.10797382432490216 0.026126286639649443 -712 GBM_1_AutoML_20190416_021340 heat_fuel_cogeneration 4.792292678015176e+19 0.10344826669564931 0.02503124331257111 -713 GBM_1_AutoML_20190416_021340 heat_type_individual 3.776785937624518e+19 0.08152714894065613 0.019727018797885895 -714 GBM_1_AutoML_20190416_021340 heat_type_district 3.6573462094015365e+19 0.07894887718443605 0.019103157715266238 -715 GBM_1_AutoML_20190416_021340 heat_type_central 1.493213426480264e+19 0.03223307739209945 0.007799396052602098 -716 GBM_1_AutoML_20190416_021340 front_door_structure_stairway 1.2930086318343455e+19 0.027911379953775108 0.006753680512289798 -717 GBM_1_AutoML_20190416_021340 front_door_structure_mixed 8.853048824038425e+18 0.01911053054042688 0.0046241503610409415 -718 GBM_1_AutoML_20190416_021340 front_door_structure_corridor 7.293371239073055e+18 0.015743750721053485 0.003809495002082336 -719 XGBoost_grid_1_AutoML_20190416_023844_model_9 supply_area 9.94349832095876e+20 1.0 0.24509160156486368 -720 XGBoost_grid_1_AutoML_20190416_023844_model_9 city 7.659812318224287e+20 0.7703337468342552 0.18880233175106984 -721 XGBoost_grid_1_AutoML_20190416_023844_model_9 exclusive_use_area 7.025293833537082e+20 0.7065213475954706 0.17316244862193964 -722 XGBoost_grid_1_AutoML_20190416_023844_model_9 apartment_building_count_in_sites 2.6764090381779232e+20 0.2691617126878402 0.06596927524260444 -723 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_parking_capacity_in_site 2.4573856182375023e+20 0.2471349155918155 0.06057069226499546 -724 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_household_count_in_sites 1.8158420458971804e+20 0.1826160157406348 0.044757651769266535 -725 XGBoost_grid_1_AutoML_20190416_023844_model_9 bathroom_count 1.3797606930021509e+20 0.13876008709066823 0.034008931978331845 -726 XGBoost_grid_1_AutoML_20190416_023844_model_9 floor 1.25669904153588e+20 0.1263839949454236 0.03097565573333951 -727 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_fuel_cogeneration 1.2544343994263824e+20 0.1261562439028429 0.030919835865555342 -728 XGBoost_grid_1_AutoML_20190416_023844_model_9 room_count 9.639165992842455e+19 0.09693938372298169 0.023759028811376464 -729 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_fuel_gas 9.18074001280404e+19 0.09232907490367863 0.022629080839144857 -730 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_district 8.586015932558606e+19 0.08634804025119738 0.021163179477153283 -731 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_individual 8.487524319770339e+19 0.08535752756029998 0.02092041313537091 -732 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_household_count_of_area_type 6.220351574310178e+19 0.06255697314494449 0.015332188737144613 -733 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_stairway 4.505863741714412e+19 0.04531467292770613 0.011106245762239465 -734 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_mixed 1.6389524832791822e+19 0.016482654598780615 0.004039760213655606 -735 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_corridor 1.4450418429464674e+19 0.014532529662127357 0.003561800969679681 -736 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_central 1.310378606578788e+19 0.013178245364780634 0.003229877262268827 -737 XGBoost_grid_1_AutoML_20190416_023844_model_4 supply_area 6.946729945412487e+20 1.0 0.2506403085918495 -738 XGBoost_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 5.1384228087199905e+20 0.7396894436803788 0.1853959904261836 -739 XGBoost_grid_1_AutoML_20190416_023844_model_4 city 4.446516853937296e+20 0.6400877663127968 0.16043179527450702 -740 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 1.9942607653066244e+20 0.2870790689975797 0.07195358644381422 -741 XGBoost_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 1.9115241865741546e+20 0.27516892143424915 0.0689684233831666 -742 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 1.3221372237308756e+20 0.19032512190919335 0.047703147288101586 -743 XGBoost_grid_1_AutoML_20190416_023844_model_4 floor 1.2096392401796255e+20 0.1741307420448167 0.0436441829214406 -744 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 1.1779892262280469e+20 0.16957463950444376 0.042502239974745414 -745 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_district 6.541682528113761e+19 0.09416923616605806 0.02360260641251954 -746 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 6.26178601029594e+19 0.09014005236278295 0.02259273054069339 -747 XGBoost_grid_1_AutoML_20190416_023844_model_4 bathroom_count 5.865670673617545e+19 0.08443786817265213 0.021163533335631434 -748 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 5.557600269849592e+19 0.08000311388986332 0.02005200515366422 -749 XGBoost_grid_1_AutoML_20190416_023844_model_4 room_count 4.873307333577618e+19 0.07015253755179982 0.017583053660484415 -750 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 1.9851497721542214e+19 0.02857675176311098 0.007162485880458814 -751 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 1.8602859331690955e+19 0.026779304043589598 0.006711973029360259 -752 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 1.6230173712089874e+19 0.023363760848092316 0.005855900228832029 -753 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_central 7.097743931235893e+18 0.010217388594360334 0.0025608894302933173 -754 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 4.088510348385059e+18 0.005885517906284881 0.0014751480242540984 -755 XGBoost_grid_1_AutoML_20190416_015849_model_3 supply_area 7.296843298881478e+20 1.0 0.23413702836448586 -756 XGBoost_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 6.864965686802692e+20 0.940813089388258 0.22027918099577815 -757 XGBoost_grid_1_AutoML_20190416_015849_model_3 city 4.9219224601020596e+20 0.6745276359239527 0.1579318962249561 -758 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.363516704176126e+20 0.3239094780257136 0.07583920264403232 -759 XGBoost_grid_1_AutoML_20190416_015849_model_3 floor 1.893862863238584e+20 0.25954550285174566 0.06076921276307392 -760 XGBoost_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 1.748343466872663e+20 0.23960271520983104 0.05609986772729204 -761 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 1.3508677264474531e+20 0.18513042847645167 0.04334588838332038 -762 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1561731563143666e+20 0.15844840144663577 0.0370986378638184 -763 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 1.1517658739055893e+20 0.15784440294642776 0.03695721944984309 -764 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_district 6.9340797562716684e+19 0.09502848659686282 0.022249687461763833 -765 XGBoost_grid_1_AutoML_20190416_015849_model_3 room_count 4.599667036921843e+19 0.06303639599368838 0.014759154436769176 -766 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 3.879753002542485e+19 0.05317029355882161 0.012449134531129854 -767 XGBoost_grid_1_AutoML_20190416_015849_model_3 bathroom_count 2.719651467103935e+19 0.03727161672117621 0.008726665581436279 -768 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.7641072530410177e+19 0.02417630721645667 0.0056605687284880385 -769 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.5488660871294484e+19 0.021226522534297423 0.004969914908692193 -770 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.289616418560331e+19 0.017673620848593724 0.004138049065930357 -771 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.1311885577722266e+19 0.015502437306631275 0.0036296946033813906 -772 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 2.9886966297893274e+18 0.004095876130774879 0.0009589962658086583 -773 XGBoost_grid_1_AutoML_20190416_022142_model_20 supply_area 1.1318098258223851e+21 1.0 0.2889449828048675 -774 XGBoost_grid_1_AutoML_20190416_022142_model_20 city 7.342827865826698e+20 0.648768697558472 0.187458460160369 -775 XGBoost_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 6.77972873066773e+20 0.599016599431049 0.17308284102243468 -776 XGBoost_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 2.472549378920347e+20 0.218459790903809 0.06312286052625604 -777 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 2.0921822153451923e+20 0.18485280544591406 0.05341229069100116 -778 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 1.4771066146742757e+20 0.13050837525650516 0.03770974024438208 -779 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 1.4738570740290814e+20 0.130221265128014 0.037626781213242096 -780 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.2488838888075087e+20 0.11034396948268728 0.03188333636479591 -781 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 9.925426044157192e+19 0.08769517473437087 0.025339080755692644 -782 XGBoost_grid_1_AutoML_20190416_022142_model_20 floor 9.555036640740848e+19 0.08442263375649753 0.02439349645911281 -783 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_district 8.541768945828993e+19 0.07547000168179714 0.0218066783382302 -784 XGBoost_grid_1_AutoML_20190416_022142_model_20 bathroom_count 7.90726717371853e+19 0.06986392053959264 0.02018682931899323 -785 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 4.751237353638671e+19 0.041979113851449125 0.012129654329970546 -786 XGBoost_grid_1_AutoML_20190416_022142_model_20 room_count 3.913408173859406e+19 0.03457655239046791 0.009990721335915352 -787 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 2.5235535682900853e+19 0.022296621841539892 0.006442497014610378 -788 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 1.7367726243163668e+19 0.015345092299887123 0.004433887430729991 -789 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_central 5.412361380890149e+18 0.004782041344231544 0.0013817468539811494 -790 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 2.562196894008738e+18 0.0022638051336469167 0.0006541151354151792 -791 XGBoost_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 7.120079828256953e+20 1.0 0.20987652153119812 -792 XGBoost_grid_1_AutoML_20190416_022142_model_2 supply_area 6.785964808776754e+20 0.9530742593426803 0.20002791031176473 -793 XGBoost_grid_1_AutoML_20190416_022142_model_2 city 6.137363427317273e+20 0.8619795810378917 0.18090927609915222 -794 XGBoost_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 2.6682452083221515e+20 0.3747493388673645 0.0786510876875987 -795 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 1.882952893141279e+20 0.26445671095828704 0.05550325459150676 -796 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.7545200833928574e+20 0.24641859722271914 0.051717478025701646 -797 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.3767663270155308e+20 0.19336388920130593 0.04058254045531409 -798 XGBoost_grid_1_AutoML_20190416_022142_model_2 floor 1.096613139203322e+20 0.15401697251360463 0.032324546447921494 -799 XGBoost_grid_1_AutoML_20190416_022142_model_2 room_count 1.048029062887249e+20 0.14719344279371852 0.030892447765747042 -800 XGBoost_grid_1_AutoML_20190416_022142_model_2 bathroom_count 9.471853748248432e+19 0.133030162255459 0.02791990771290662 -801 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 7.181008517442254e+19 0.10085573042234017 0.02116724987752899 -802 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 6.8338293646836105e+19 0.09597967339583299 0.020143879990017908 -803 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 6.4542783905799864e+19 0.09064896105469705 0.019025088626576866 -804 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_district 3.4584522525182525e+19 0.048573222996643094 0.010194379082094652 -805 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 2.1690415525834785e+19 0.030463725195542864 0.006393620676922855 -806 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 1.987043351079577e+19 0.027907599338897013 0.00585714987353407 -807 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 1.8482702501984338e+19 0.025958560785559387 0.00544809244162937 -808 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_central 1.1417722367988728e+19 0.016035947128957777 0.0033655688028838616 -809 GBM_grid_1_AutoML_20190416_021340_model_7 supply_area 4.767797670010652e+21 1.0 0.2195209083265924 -810 GBM_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 3.54407451271196e+21 0.7433357617090413 0.16317774160200818 -811 GBM_grid_1_AutoML_20190416_021340_model_7 city 3.477136948500399e+21 0.729296247273981 0.16009577464075944 -812 GBM_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.5454510260038087e+21 0.3241435843061595 0.07115629405512552 -813 GBM_grid_1_AutoML_20190416_021340_model_7 floor 1.3709373848681322e+21 0.2875410157379999 0.06312126495595674 -814 GBM_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 1.2965857697700124e+21 0.2719464749784811 0.059697937203491105 -815 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.0389720601538163e+21 0.2179144611544506 0.04783678045012493 -816 GBM_grid_1_AutoML_20190416_021340_model_7 room_count 8.373571638355076e+20 0.17562766329252325 0.03855394417325163 -817 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 7.629052029081905e+20 0.1600120759542395 0.03512599625669834 -818 GBM_grid_1_AutoML_20190416_021340_model_7 bathroom_count 6.330662849136107e+20 0.13277960365130098 0.029147899200778517 -819 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 5.468365665357896e+20 0.11469374423654348 0.025177674914183896 -820 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 5.1250840614173934e+20 0.10749374063530559 0.023597123583685417 -821 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_district 4.303824873712433e+20 0.09026861397209454 0.01981584813253672 -822 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 3.916003021300957e+20 0.08213442122203579 0.018030222751540245 -823 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 2.0894997588171398e+20 0.04382526070600793 0.009620561037832579 -824 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.3256694708058037e+20 0.027804650334560903 0.0061037020971461 -825 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 1.2768370807837137e+20 0.02678043761829476 0.00587886599135171 -826 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_central 9.429263945444203e+19 0.019776980060949474 0.004341460626936536 -827 GBM_4_AutoML_20190416_023643 supply_area 4.553551232268732e+20 1.0 0.24449848047681563 -828 GBM_4_AutoML_20190416_023643 city 3.2022964777283014e+20 0.703252541672362 0.17194417783035096 -829 GBM_4_AutoML_20190416_023643 exclusive_use_area 2.4817979429676175e+20 0.5450247106874215 0.13325771358539062 -830 GBM_4_AutoML_20190416_023643 apartment_building_count_in_sites 1.3854673342721688e+20 0.3042608424945474 0.07439131365851256 -831 GBM_4_AutoML_20190416_023643 total_parking_capacity_in_site 1.166284353204325e+20 0.2561263272804428 0.06262249783017584 -832 GBM_4_AutoML_20190416_023643 bathroom_count 1.0588838814813048e+20 0.23254023672282992 0.05685573452845092 -833 GBM_4_AutoML_20190416_023643 total_household_count_in_sites 9.090409415121777e+19 0.1996334059163013 0.04881006439894701 -834 GBM_4_AutoML_20190416_023643 room_count 7.47911118859744e+19 0.16424787615425812 0.04015835614126031 -835 GBM_4_AutoML_20190416_023643 floor 5.980220433827155e+19 0.13133091358341012 0.03211020881077576 -836 GBM_4_AutoML_20190416_023643 heat_type_individual 5.76537410254112e+19 0.12661269871490208 0.030956612444862426 -837 GBM_4_AutoML_20190416_023643 total_household_count_of_area_type 5.157039827562424e+19 0.11325314165825283 0.027690221044668364 -838 GBM_4_AutoML_20190416_023643 heat_fuel_gas 4.32042318920627e+19 0.09488030262160223 0.02319808981816217 -839 GBM_4_AutoML_20190416_023643 heat_type_district 4.15483102060274e+19 0.09124375259378961 0.022308958862184064 -840 GBM_4_AutoML_20190416_023643 heat_fuel_cogeneration 3.5924655675627536e+19 0.07889371139836428 0.019289392556076496 -841 GBM_4_AutoML_20190416_023643 front_door_structure_stairway 1.0089001048728404e+19 0.022156335866461145 0.00541719045228372 -842 GBM_4_AutoML_20190416_023643 front_door_structure_corridor 5.356513337024709e+18 0.011763375580504701 0.002876127454711478 -843 GBM_4_AutoML_20190416_023643 heat_type_central 3.743163641705267e+18 0.008220317397945027 0.00200985511283469 -844 GBM_4_AutoML_20190416_023643 front_door_structure_mixed 2.989168870033457e+18 0.0065644783984216935 0.0016050049935369842 -845 GBM_2_AutoML_20190416_020809 city 3.273964932610927e+20 1.0 0.18074029716129886 -846 GBM_2_AutoML_20190416_020809 exclusive_use_area 3.176598867885781e+20 0.9702605047001838 0.17536517194338305 -847 GBM_2_AutoML_20190416_020809 supply_area 3.129039448445865e+20 0.955733953433189 0.17273963875065754 -848 GBM_2_AutoML_20190416_020809 bathroom_count 1.2881823695246878e+20 0.3934624823538919 0.07111452598246475 -849 GBM_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.1466556077424771e+20 0.35023454170843554 0.06330149514453397 -850 GBM_2_AutoML_20190416_020809 total_household_count_in_sites 1.0941050212389696e+20 0.3341834881433629 0.06040042295343081 -851 GBM_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.0593871059631053e+20 0.32357924650043934 0.05848380916771858 -852 GBM_2_AutoML_20190416_020809 room_count 9.517985737712704e+19 0.29071740026617465 0.05254434931406868 -853 GBM_2_AutoML_20190416_020809 heat_type_individual 6.193978688406343e+19 0.18918891362305335 0.03419406046785396 -854 GBM_2_AutoML_20190416_020809 floor 5.774635948688854e+19 0.17638050704726663 0.03187906525718354 -855 GBM_2_AutoML_20190416_020809 heat_type_district 4.1294727640290165e+19 0.12613063514812414 0.022796888477815323 -856 GBM_2_AutoML_20190416_020809 total_household_count_of_area_type 4.031543221584868e+19 0.12313947475209475 0.022256265258979866 -857 GBM_2_AutoML_20190416_020809 heat_fuel_cogeneration 3.5266164758822257e+19 0.1077169899028153 0.019468800764355466 -858 GBM_2_AutoML_20190416_020809 heat_fuel_gas 2.3648313682392252e+19 0.07223142021723843 0.013055128354446324 -859 GBM_2_AutoML_20190416_020809 front_door_structure_stairway 1.49058284491081e+19 0.04552836928898006 0.00822881099455961 -860 GBM_2_AutoML_20190416_020809 heat_type_central 1.315838561419998e+19 0.04019097908817981 0.007264129503601169 -861 GBM_2_AutoML_20190416_020809 front_door_structure_corridor 5.840671737443779e+18 0.017839750448353002 0.003224361797318736 -862 GBM_2_AutoML_20190416_020809 front_door_structure_mixed 5.33060664405105e+18 0.01628180739187084 0.002942778706329768 -863 GBM_grid_1_AutoML_20190416_015849_model_7 supply_area 4.226008160913517e+21 1.0 0.2035357422064216 -864 GBM_grid_1_AutoML_20190416_015849_model_7 exclusive_use_area 3.56090390156949e+21 0.8426164280761222 0.17150256008379738 -865 GBM_grid_1_AutoML_20190416_015849_model_7 city 2.7547058065496196e+21 0.6518458322035392 0.1326739252617099 -866 GBM_grid_1_AutoML_20190416_015849_model_7 total_parking_capacity_in_site 1.5348527894432108e+21 0.3631921025707221 0.07392257416024273 -867 GBM_grid_1_AutoML_20190416_015849_model_7 apartment_building_count_in_sites 1.5207641224339123e+21 0.3598583023335136 0.07324402665459455 -868 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_in_sites 1.345381990257595e+21 0.3183576413081914 0.06479715881074848 -869 GBM_grid_1_AutoML_20190416_015849_model_7 floor 9.042147187849387e+20 0.213964262338168 0.043549374940648526 -870 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_of_area_type 8.356883690673343e+20 0.1977488772493727 0.040248964501437626 -871 GBM_grid_1_AutoML_20190416_015849_model_7 bathroom_count 8.052332691684506e+20 0.19054228920239163 0.03878216625451941 -872 GBM_grid_1_AutoML_20190416_015849_model_7 room_count 7.135546174539762e+20 0.16884837659653984 0.034366679650926116 -873 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_gas 6.315243649911897e+20 0.14943756399530378 0.03041588550130378 -874 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_cogeneration 5.835587771598803e+20 0.13808747047798767 0.02810573579314455 -875 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_individual 4.749861380807207e+20 0.11239593488575875 0.022876590027957538 -876 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_district 4.363404330189057e+20 0.10325120454206221 0.021015310550175678 -877 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_corridor 1.3883343328318272e+20 0.03285214509693984 0.006686585735378703 -878 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_stairway 1.3698513664470522e+20 0.03241478279944773 0.006597566875545542 -879 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_central 1.0759539314439225e+20 0.025460289958629385 0.005182079013520335 -880 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_mixed 5.1846692353544815e+19 0.012268478994687353 0.0024970739779275834 -881 XGBoost_grid_1_AutoML_20190416_022142_model_5 supply_area 1.0570838490052402e+21 1.0 0.26901221127181585 -882 XGBoost_grid_1_AutoML_20190416_022142_model_5 city 7.828860559737173e+20 0.7406092304886179 0.19923292678206103 -883 XGBoost_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.776896368673701e+20 0.5464936744715191 0.14701347181564323 -884 XGBoost_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 2.6500235738610663e+20 0.25069189888340915 0.06743918206655636 -885 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.1752996649055237e+20 0.20578307642790789 0.05535816043218858 -886 XGBoost_grid_1_AutoML_20190416_022142_model_5 room_count 1.8183220163638618e+20 0.17201303549145874 0.04627360704513465 -887 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 1.7301000181008826e+20 0.16366724548189612 0.04402848761985199 -888 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 1.4220286467626972e+20 0.13452373225651734 0.036188526682863424 -889 XGBoost_grid_1_AutoML_20190416_022142_model_5 bathroom_count 9.618335085347262e+19 0.09098932969601715 0.024477240783665873 -890 XGBoost_grid_1_AutoML_20190416_022142_model_5 floor 8.283047702548185e+19 0.07835752774335619 0.021079131808032905 -891 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 8.151712358024295e+19 0.07711509702560866 0.020744902773299614 -892 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 8.047828740213414e+19 0.07613235929947047 0.020480534324490946 -893 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_district 6.445592248720556e+19 0.0609752221149356 0.01640307933392895 -894 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 6.043343396377775e+19 0.05716995299913827 0.015379415474603964 -895 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 2.265395494865024e+19 0.021430613068176712 0.005765096610380891 -896 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.8750857994836115e+19 0.017738288228016586 0.004771816140395562 -897 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 1.5075146642715836e+19 0.014261069882868967 0.0038364019442924764 -898 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_central 9.885867375008416e+18 0.009352018181255374 0.0025158070907937333 -899 GBM_grid_1_AutoML_20190416_022142_model_30 supply_area 1.0253265754953487e+21 1.0 0.26031422518058844 -900 GBM_grid_1_AutoML_20190416_022142_model_30 city 5.351660510514124e+20 0.5219469229039213 0.1358702088211266 -901 GBM_grid_1_AutoML_20190416_022142_model_30 apartment_building_count_in_sites 3.306640658969825e+20 0.3224963380445244 0.08395038436163749 -902 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_in_sites 2.726185248981296e+20 0.2658845790341716 0.06921353817874731 -903 GBM_grid_1_AutoML_20190416_022142_model_30 exclusive_use_area 2.6816260009493948e+20 0.26153871995894246 0.068082249240835 -904 GBM_grid_1_AutoML_20190416_022142_model_30 floor 2.5192541699622253e+20 0.2457026112626741 0.06395988487569033 -905 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_of_area_type 2.3926433829224238e+20 0.23335427366315034 0.06074543694120198 -906 GBM_grid_1_AutoML_20190416_022142_model_30 total_parking_capacity_in_site 2.3387287862739626e+20 0.22809598835805966 0.05937663047622883 -907 GBM_grid_1_AutoML_20190416_022142_model_30 room_count 1.9847497258435713e+20 0.1935724454313215 0.05038966114876619 -908 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_individual 1.2053141132796756e+20 0.11755416684653594 0.030601021859405622 -909 GBM_grid_1_AutoML_20190416_022142_model_30 bathroom_count 1.065816874040479e+20 0.10394901483223223 0.02705940725433803 -910 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_cogeneration 1.0032708472311854e+20 0.0978489069930224 0.02547146240865609 -911 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_gas 8.694412825699182e+19 0.08479652272251693 0.02207374111052016 -912 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_corridor 5.3624400345519096e+19 0.05229982488224539 0.013614388391302168 -913 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_stairway 4.597845366056944e+19 0.04484274060521316 0.011673203275620176 -914 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_district 4.397003294471566e+19 0.042883929857638926 0.01116329697358998 -915 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_central 1.6599466682511e+19 0.016189443518999376 0.004214342445753222 -916 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_mixed 8.771388645199315e+18 0.00855472671325401 0.0022269170559923997 -917 DRF_1_AutoML_20190416_021340 supply_area 9.973245300184984e+20 1.0 0.2317116818016925 -918 DRF_1_AutoML_20190416_021340 exclusive_use_area 7.764448529754148e+20 0.7785277806823956 0.1803939813912571 -919 DRF_1_AutoML_20190416_021340 city 6.675545693850373e+20 0.669345382864147 0.15509514436964925 -920 DRF_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.4987020986158363e+20 0.25054052351138806 0.0580531660623002 -921 DRF_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.4683844288743316e+20 0.24750062337567771 0.057348785689345566 -922 DRF_1_AutoML_20190416_021340 total_household_count_in_sites 2.2599112188266073e+20 0.2265973763610016 0.05250525916845876 -923 DRF_1_AutoML_20190416_021340 floor 2.2293666098851296e+20 0.22353472142551023 0.0517956062425778 -924 DRF_1_AutoML_20190416_021340 room_count 1.412621753041027e+20 0.1416411319006488 0.03281990488499469 -925 DRF_1_AutoML_20190416_021340 total_household_count_of_area_type 1.4070406320184361e+20 0.14108152258045215 0.032690236868260024 -926 DRF_1_AutoML_20190416_021340 bathroom_count 1.4044575713415345e+20 0.14082252356868075 0.032630223771657495 -927 DRF_1_AutoML_20190416_021340 heat_type_district 1.2819366157133388e+20 0.12853755995448757 0.029783654191740196 -928 DRF_1_AutoML_20190416_021340 heat_fuel_cogeneration 1.2718923570912795e+20 0.12753043957193036 0.029550292634121098 -929 DRF_1_AutoML_20190416_021340 heat_type_individual 7.457215074237258e+19 0.07477220152299816 0.017325592566908975 -930 DRF_1_AutoML_20190416_021340 heat_fuel_gas 5.3038228706519155e+19 0.05318051156882244 0.01232254577468621 -931 DRF_1_AutoML_20190416_021340 front_door_structure_corridor 3.4951766005929476e+19 0.03504552926747043 0.00812045852619601 -932 DRF_1_AutoML_20190416_021340 front_door_structure_stairway 2.8767241798108054e+19 0.028844414162333378 0.006683587716138823 -933 DRF_1_AutoML_20190416_021340 front_door_structure_mixed 2.8151227214507016e+19 0.028226747028858166 0.0065404670258476525 -934 DRF_1_AutoML_20190416_021340 heat_type_central 1.9925734547626394e+19 0.019979188266087078 0.004629411314167677 -935 GBM_2_AutoML_20190416_022142 supply_area 4.8073125346161774e+20 1.0 0.26624414067742364 -936 GBM_2_AutoML_20190416_022142 exclusive_use_area 3.673669251164243e+20 0.764183569241885 0.20345939771261212 -937 GBM_2_AutoML_20190416_022142 city 3.4221949330025716e+20 0.7118727788884657 0.18953195628680913 -938 GBM_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.1133733907696976e+20 0.23159996000937993 0.06166213233362303 -939 GBM_2_AutoML_20190416_022142 total_parking_capacity_in_site 9.841538584613696e+19 0.20472017397969028 0.05450554680055529 -940 GBM_2_AutoML_20190416_022142 total_household_count_in_sites 7.520055242397214e+19 0.1564295058465057 0.04164843936069692 -941 GBM_2_AutoML_20190416_022142 heat_type_district 6.329584975897166e+19 0.13166576814632935 0.03505523929675236 -942 GBM_2_AutoML_20190416_022142 floor 4.913476891386787e+19 0.10220839306798025 0.027212385782404744 -943 GBM_2_AutoML_20190416_022142 bathroom_count 4.489436158386137e+19 0.09338764904629983 0.024863914370216917 -944 GBM_2_AutoML_20190416_022142 heat_fuel_cogeneration 4.157117125179212e+19 0.08647486709559485 0.023023426680061066 -945 GBM_2_AutoML_20190416_022142 heat_type_individual 3.366013891045543e+19 0.07001861990057383 0.018642047286847433 -946 GBM_2_AutoML_20190416_022142 total_household_count_of_area_type 3.349071956177794e+19 0.0696661998166755 0.018548217504452458 -947 GBM_2_AutoML_20190416_022142 heat_fuel_gas 2.432020764594012e+19 0.05059002815152288 0.013469298572048878 -948 GBM_2_AutoML_20190416_022142 room_count 1.7233215289156436e+19 0.03584791952897724 0.009544298530065979 -949 GBM_2_AutoML_20190416_022142 front_door_structure_stairway 1.0220091422061625e+19 0.021259469502907226 0.005660209189059428 -950 GBM_2_AutoML_20190416_022142 front_door_structure_corridor 4.24288892775039e+18 0.008825906152758899 0.002349845799340879 -951 GBM_2_AutoML_20190416_022142 front_door_structure_mixed 4.1529178153948283e+18 0.008638751455185768 0.0023000169577117773 -952 GBM_2_AutoML_20190416_022142 heat_type_central 4.1158486054980813e+18 0.008561641407461969 0.0022794868593179595 -953 GBM_4_AutoML_20190416_015849 supply_area 4.6469530737906287e+20 1.0 0.25392549877188986 -954 GBM_4_AutoML_20190416_015849 exclusive_use_area 3.8462510591660104e+20 0.8276931137650876 0.21017238674285846 -955 GBM_4_AutoML_20190416_015849 city 3.4325954333920304e+20 0.7386765863318654 0.1875688206154359 -956 GBM_4_AutoML_20190416_015849 apartment_building_count_in_sites 1.3456532265820278e+20 0.28957753719779805 0.07353112056608636 -957 GBM_4_AutoML_20190416_015849 total_parking_capacity_in_site 9.112229003472667e+19 0.19609040286777865 0.04979235335258152 -958 GBM_4_AutoML_20190416_015849 floor 6.736081461560371e+19 0.14495695038438577 0.03680826592680725 -959 GBM_4_AutoML_20190416_015849 total_household_count_in_sites 5.467916185004461e+19 0.11766669682644662 0.02987857468049621 -960 GBM_4_AutoML_20190416_015849 heat_type_individual 5.324246958844831e+19 0.11457501021205102 0.02909351661488943 -961 GBM_4_AutoML_20190416_015849 heat_fuel_gas 4.523272529219315e+19 0.09733845936020127 0.024716716842726444 -962 GBM_4_AutoML_20190416_015849 heat_fuel_cogeneration 3.968723724243514e+19 0.08540485908126748 0.021686471439753816 -963 GBM_4_AutoML_20190416_015849 total_household_count_of_area_type 3.965426068969488e+19 0.0853338952642962 0.021668451917134627 -964 GBM_4_AutoML_20190416_015849 bathroom_count 3.8485554596159685e+19 0.08281890086909381 0.02102983071092435 -965 GBM_4_AutoML_20190416_015849 heat_type_district 2.4846572449458815e+19 0.05346852454696919 0.013577021764186188 -966 GBM_4_AutoML_20190416_015849 room_count 2.4258738348877677e+19 0.05220353630360475 0.013255808993549298 -967 GBM_4_AutoML_20190416_015849 front_door_structure_stairway 1.2482513617582817e+19 0.026861716525578207 0.006820874766626563 -968 GBM_4_AutoML_20190416_015849 heat_type_central 5.328988712690778e+18 0.011467705027509127 0.002911942718879164 -969 GBM_4_AutoML_20190416_015849 front_door_structure_corridor 4.245012359581532e+18 0.00913504460271809 0.0023196207570486517 -970 GBM_4_AutoML_20190416_015849 front_door_structure_mixed 2.2742397464965284e+18 0.004894045001925052 0.0012427228181258936 -971 XGBoost_2_AutoML_20190416_020809 supply_area 7.036118657453932e+20 1.0 0.25945025067745703 -972 XGBoost_2_AutoML_20190416_020809 exclusive_use_area 5.725876214395128e+20 0.8137833503318256 0.21113629424073302 -973 XGBoost_2_AutoML_20190416_020809 city 4.098626449096877e+20 0.5825124118330308 0.15113299127280996 -974 XGBoost_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.6520311740915778e+20 0.23479296676463052 0.06091709408438723 -975 XGBoost_2_AutoML_20190416_020809 total_household_count_in_sites 1.448782403494394e+20 0.2059064768556143 0.05342248703630114 -976 XGBoost_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.4278785763880468e+20 0.2029355452775628 0.052651678093630104 -977 XGBoost_2_AutoML_20190416_020809 heat_fuel_cogeneration 1.0328040813969696e+20 0.14678605232201938 0.03808367807090226 -978 XGBoost_2_AutoML_20190416_020809 total_household_count_of_area_type 9.834484997619188e+19 0.13977144895361762 0.03626373746856748 -979 XGBoost_2_AutoML_20190416_020809 floor 8.117021446754009e+19 0.11536220240053782 0.029930752331523074 -980 XGBoost_2_AutoML_20190416_020809 bathroom_count 6.794430784427839e+19 0.09656503983527831 0.025053823791941585 -981 XGBoost_2_AutoML_20190416_020809 heat_type_district 5.700139198055868e+19 0.08101255074795033 0.021018726599575925 -982 XGBoost_2_AutoML_20190416_020809 heat_type_individual 5.5919868363013095e+19 0.07947544816313272 0.020619924948628028 -983 XGBoost_2_AutoML_20190416_020809 heat_fuel_gas 4.727842824832156e+19 0.06719390412530306 0.017433475269306893 -984 XGBoost_2_AutoML_20190416_020809 front_door_structure_stairway 2.429940928398911e+19 0.03453524658548328 0.00896017838381143 -985 XGBoost_2_AutoML_20190416_020809 room_count 2.071312780962562e+19 0.02943828667198857 0.007637770856562278 -986 XGBoost_2_AutoML_20190416_020809 heat_type_central 7.387318460352561e+18 0.010499138544979731 0.0027240041273923427 -987 XGBoost_2_AutoML_20190416_020809 front_door_structure_corridor 6.364506564706959e+18 0.009045479296976496 0.0023468518710983 -988 XGBoost_2_AutoML_20190416_020809 front_door_structure_mixed 3.2984730357989376e+18 0.004687915591509528 0.0012162808753719064 -989 GBM_grid_1_AutoML_20190416_023844_model_42 supply_area 4.300497839487713e+20 1.0 0.2030735670974218 -990 GBM_grid_1_AutoML_20190416_023844_model_42 exclusive_use_area 4.1459114304345e+20 0.9640538340389847 0.19577385095224248 -991 GBM_grid_1_AutoML_20190416_023844_model_42 city 4.0413058293083564e+20 0.9397297662146408 0.19083427573283335 -992 GBM_grid_1_AutoML_20190416_023844_model_42 apartment_building_count_in_sites 1.509575984690873e+20 0.3510235421652247 0.07128360284266443 -993 GBM_grid_1_AutoML_20190416_023844_model_42 total_parking_capacity_in_site 1.1308000343434356e+20 0.2629463091366509 0.05339744495148109 -994 GBM_grid_1_AutoML_20190416_023844_model_42 bathroom_count 9.7871584987225e+19 0.22758198850504183 0.04621588621284329 -995 GBM_grid_1_AutoML_20190416_023844_model_42 total_household_count_in_sites 9.559629960517045e+19 0.22229123969646766 0.04514147497966969 -996 GBM_grid_1_AutoML_20190416_023844_model_42 floor 7.566767774000952e+19 0.17595097257163894 0.03573099163438334 -997 GBM_grid_1_AutoML_20190416_023844_model_42 heat_fuel_cogeneration 7.1575990352776e+19 0.1664365220592747 0.03379885822986565 -998 GBM_grid_1_AutoML_20190416_023844_model_42 total_household_count_of_area_type 6.573785628816913e+19 0.15286103781882146 0.03104203622008197 -999 GBM_grid_1_AutoML_20190416_023844_model_42 room_count 6.35651597390326e+19 0.14780884007281503 0.03001606840211889 -1000 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_district 4.40969913533517e+19 0.10253927103147818 0.020823015535931605 -1001 GBM_grid_1_AutoML_20190416_023844_model_42 heat_fuel_gas 4.31162621657476e+19 0.10025876950768035 0.020359905956722872 -1002 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_individual 2.291739573564211e+19 0.05329009940479843 0.01082181057710861 -1003 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_stairway 1.371121676211087e+19 0.031882859319711195 0.006474565971319031 -1004 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_corridor 4.632232592215638e+18 0.010771386860567384 0.0021873839523617183 -1005 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_central 4.621969750681977e+18 0.010747522550162607 0.0021825377417214998 -1006 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_mixed 1.7846382137641533e+18 0.004149840972776176 0.0008427230092286928 -1007 GBM_2_AutoML_20190416_023643 exclusive_use_area 5.1744354209277936e+20 1.0 0.28869161266652243 -1008 GBM_2_AutoML_20190416_023643 city 3.6260714807587504e+20 0.7007665930264105 0.2023054378436191 -1009 GBM_2_AutoML_20190416_023643 supply_area 2.6814418107615098e+20 0.5182095422268732 0.14960274844465637 -1010 GBM_2_AutoML_20190416_023643 apartment_building_count_in_sites 1.253350984648837e+20 0.24221985254269673 0.06992683985039838 -1011 GBM_2_AutoML_20190416_023643 total_household_count_in_sites 9.355910686904104e+19 0.1808102706058424 0.052198408607870964 -1012 GBM_2_AutoML_20190416_023643 total_parking_capacity_in_site 8.034818439024266e+19 0.15527913260889817 0.0448277832063216 -1013 GBM_2_AutoML_20190416_023643 floor 6.466888029731973e+19 0.1249776546360383 0.036080000664157584 -1014 GBM_2_AutoML_20190416_023643 heat_type_district 4.813145135938273e+19 0.09301778347588809 0.026853453918319534 -1015 GBM_2_AutoML_20190416_023643 bathroom_count 4.566781523744365e+19 0.08825661453371711 0.025478944378226436 -1016 GBM_2_AutoML_20190416_023643 heat_fuel_cogeneration 3.840371574668106e+19 0.07421817574794498 0.02142616484584162 -1017 GBM_2_AutoML_20190416_023643 total_household_count_of_area_type 3.634017431390362e+19 0.07023022099556459 0.020274875757135803 -1018 GBM_2_AutoML_20190416_023643 heat_type_individual 3.2725112023171465e+19 0.06324383118362263 0.018257963615609316 -1019 GBM_2_AutoML_20190416_023643 room_count 2.5426960657296654e+19 0.049139584493524346 0.014186185893198384 -1020 GBM_2_AutoML_20190416_023643 heat_fuel_gas 2.110082440567246e+19 0.0407789887962096 0.0117725520384878 -1021 GBM_2_AutoML_20190416_023643 front_door_structure_corridor 1.0646544703475941e+19 0.020575277952868877 0.005939910173275661 -1022 GBM_2_AutoML_20190416_023643 heat_type_central 8.668850389816181e+18 0.016753229453314592 0.004836516828249672 -1023 GBM_2_AutoML_20190416_023643 front_door_structure_stairway 7.124239412686225e+18 0.01376814827734158 0.003974748929617544 -1024 GBM_2_AutoML_20190416_023643 front_door_structure_mixed 6.032868569002279e+18 0.011658989006998884 0.003365852338491765 -1025 GBM_2_AutoML_20190416_023844 supply_area 4.250507883623901e+20 1.0 0.236833406437499 -1026 GBM_2_AutoML_20190416_023844 city 3.176343429344416e+20 0.7472856224033931 0.17698219953556224 -1027 GBM_2_AutoML_20190416_023844 exclusive_use_area 3.111691090100025e+20 0.7320751249723733 0.17337984561536496 -1028 GBM_2_AutoML_20190416_023844 total_parking_capacity_in_site 1.1967676533774379e+20 0.281558742188968 0.06668251602487085 -1029 GBM_2_AutoML_20190416_023844 heat_fuel_cogeneration 9.337255932822605e+19 0.21967388812044364 0.052026115228934716 -1030 GBM_2_AutoML_20190416_023844 apartment_building_count_in_sites 9.246365024014828e+19 0.2175355340390889 0.05151968154767794 -1031 GBM_2_AutoML_20190416_023844 total_household_count_in_sites 8.898925506902727e+19 0.20936146339565603 0.049583788552732974 -1032 GBM_2_AutoML_20190416_023844 bathroom_count 8.523296270873054e+19 0.20052418450301185 0.04749082568894984 -1033 GBM_2_AutoML_20190416_023844 floor 6.0747841512763556e+19 0.1429190185643677 0.033847998011303365 -1034 GBM_2_AutoML_20190416_023844 room_count 4.2954356879534326e+19 0.10105699849428881 0.023933673197751627 -1035 GBM_2_AutoML_20190416_023844 total_household_count_of_area_type 3.703963083493658e+19 0.08714165894772392 0.020638055931204224 -1036 GBM_2_AutoML_20190416_023844 heat_fuel_gas 3.5831819510847898e+19 0.08430008952318042 0.01996507736476094 -1037 GBM_2_AutoML_20190416_023844 heat_type_district 2.933996860892355e+19 0.06902697139314293 0.016347892771101838 -1038 GBM_2_AutoML_20190416_023844 heat_type_individual 2.65268857014447e+19 0.06240874367895158 0.014780475356970838 -1039 GBM_2_AutoML_20190416_023844 front_door_structure_stairway 1.5184056567981933e+19 0.03572292296288203 0.008460381533203705 -1040 GBM_2_AutoML_20190416_023844 front_door_structure_corridor 7.593648414374494e+18 0.01786527309743582 0.004231093484601935 -1041 GBM_2_AutoML_20190416_023844 heat_type_central 3.9453500861579264e+18 0.009282067447418066 0.0021983036523546416 -1042 GBM_2_AutoML_20190416_023844 front_door_structure_mixed 1.9718104146226708e+18 0.004638999546900131 0.0010986700651543723 -1043 GBM_4_AutoML_20190416_020809 supply_area 6.302385169288313e+20 1.0 0.3381956740020234 -1044 GBM_4_AutoML_20190416_020809 city 3.462015197957828e+20 0.5493182509422494 0.18577705611902665 -1045 GBM_4_AutoML_20190416_020809 exclusive_use_area 2.2767545055111125e+20 0.3612528343405282 0.12217414579493623 -1046 GBM_4_AutoML_20190416_020809 total_parking_capacity_in_site 1.0620772150920872e+20 0.16851988359385223 0.05699269561476538 -1047 GBM_4_AutoML_20190416_020809 apartment_building_count_in_sites 9.144734965236236e+19 0.14509958880010648 0.04907205323166845 -1048 GBM_4_AutoML_20190416_020809 total_household_count_in_sites 8.762670507551516e+19 0.1390373687449672 0.04702183663417204 -1049 GBM_4_AutoML_20190416_020809 floor 6.283909063856095e+19 0.0997068394752791 0.03372042177895357 -1050 GBM_4_AutoML_20190416_020809 heat_type_district 6.0825440645405475e+19 0.09651177928922756 0.03263986624585484 -1051 GBM_4_AutoML_20190416_020809 total_household_count_of_area_type 5.551274999357322e+19 0.08808212843621221 0.02978899479401758 -1052 GBM_4_AutoML_20190416_020809 heat_fuel_cogeneration 4.855643899179722e+19 0.07704454375212422 0.02605613140242803 -1053 GBM_4_AutoML_20190416_020809 heat_type_individual 4.293991809283837e+19 0.06813280518316417 0.023042219970568757 -1054 GBM_4_AutoML_20190416_020809 bathroom_count 3.5706143132769845e+19 0.056654968196432696 0.019160465154755755 -1055 GBM_4_AutoML_20190416_020809 front_door_structure_stairway 2.606345914252316e+19 0.04135491316768622 0.013986052732040793 -1056 GBM_4_AutoML_20190416_020809 heat_fuel_gas 1.7641379294154326e+19 0.027991591786743257 0.009466635250707138 -1057 GBM_4_AutoML_20190416_020809 room_count 1.421407510653934e+19 0.022553485267458578 0.007627491151122858 -1058 GBM_4_AutoML_20190416_020809 heat_type_central 4.333739649408172e+18 0.006876348450625643 0.0023255512989321086 -1059 GBM_4_AutoML_20190416_020809 front_door_structure_corridor 4.1719069309623337e+18 0.006619568336273932 0.002238709375088615 -1060 GBM_4_AutoML_20190416_020809 front_door_structure_mixed 1.3305609396525466e+18 0.002111202193950958 0.0007139994489377947 -1061 XGBoost_grid_1_AutoML_20190416_021340_model_10 supply_area 9.025476832353698e+20 1.0 0.2654082302984743 -1062 XGBoost_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 6.09941778570691e+20 0.6758000600968005 0.1793628979858944 -1063 XGBoost_grid_1_AutoML_20190416_021340_model_10 city 4.9507870152762956e+20 0.548534676586745 0.14558561777023393 -1064 XGBoost_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.6293274225109736e+20 0.29132282663289355 0.07731947586218552 -1065 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 2.050794310691518e+20 0.22722282144030542 0.060306806921897695 -1066 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.704344354044416e+20 0.1888370427072439 0.05011890531972702 -1067 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 1.591014260093265e+20 0.17628035500461797 0.04678625705816246 -1068 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 1.0570256188694331e+20 0.11711576446357992 0.031083487786331694 -1069 XGBoost_grid_1_AutoML_20190416_021340_model_10 bathroom_count 1.035932060036597e+20 0.11477865150825972 0.030463198772852525 -1070 XGBoost_grid_1_AutoML_20190416_021340_model_10 floor 8.952450612552165e+19 0.0991908879590743 0.026326078034952155 -1071 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 8.236686135056033e+19 0.0912603986254767 0.024221260895521093 -1072 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 6.534308763333244e+19 0.0723984880212606 0.01921515458200807 -1073 XGBoost_grid_1_AutoML_20190416_021340_model_10 room_count 5.2015885202826985e+19 0.05763228488534282 0.015296082739476349 -1074 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_district 4.2074149442988016e+19 0.046617093173586664 0.012372560200860723 -1075 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 3.2184882378026516e+19 0.035660035448379986 0.009464466900735392 -1076 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 1.0378764144089235e+19 0.011499408105380535 0.0030520375547289794 -1077 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_central 8.493582738790547e+18 0.00941067480040892 0.0024976705446909794 -1078 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 3.80803042969754e+18 0.0042192013789751955 0.0011198107712666891 -1079 GBM_2_AutoML_20190416_021340 supply_area 6.365543228250092e+20 1.0 0.346712471523297 -1080 GBM_2_AutoML_20190416_021340 city 3.10520133266824e+20 0.4878140358685255 0.16913121001973072 -1081 GBM_2_AutoML_20190416_021340 exclusive_use_area 2.2010430144317594e+20 0.3457745765771562 0.11988435803498734 -1082 GBM_2_AutoML_20190416_021340 apartment_building_count_in_sites 9.231065979421301e+19 0.14501615413518998 0.050278909211015105 -1083 GBM_2_AutoML_20190416_021340 total_parking_capacity_in_site 8.698822307131215e+19 0.13665483047112303 0.04737993401824022 -1084 GBM_2_AutoML_20190416_021340 total_household_count_in_sites 8.41468211423483e+19 0.1321911078522053 0.04583230571684081 -1085 GBM_2_AutoML_20190416_021340 heat_type_individual 7.3229409550346486e+19 0.11504031458832381 0.03988591179573535 -1086 GBM_2_AutoML_20190416_021340 floor 6.325840479097612e+19 0.0993762865520058 0.03445499792125331 -1087 GBM_2_AutoML_20190416_021340 heat_type_district 6.248964385302118e+19 0.09816859553430413 0.03403627638366948 -1088 GBM_2_AutoML_20190416_021340 total_household_count_of_area_type 4.811259253594312e+19 0.07558285414262975 0.026205518164576027 -1089 GBM_2_AutoML_20190416_021340 heat_fuel_cogeneration 4.059894348809398e+19 0.06377922831144571 0.02211305387970998 -1090 GBM_2_AutoML_20190416_021340 bathroom_count 3.794622655054951e+19 0.059611921857894684 0.020668196759604317 -1091 GBM_2_AutoML_20190416_021340 heat_fuel_gas 3.0697669756157166e+19 0.048224744778924473 0.01672012045088112 -1092 GBM_2_AutoML_20190416_021340 front_door_structure_stairway 1.605785824978482e+19 0.02522621820950099 0.008746244462602089 -1093 GBM_2_AutoML_20190416_021340 front_door_structure_corridor 1.3283248353673478e+19 0.02086742305781982 0.007234995822698946 -1094 GBM_2_AutoML_20190416_021340 room_count 1.1773592500457964e+19 0.018495817369061467 0.006412730552870825 -1095 GBM_2_AutoML_20190416_021340 heat_type_central 6.743085460580467e+18 0.01059310292742158 0.003672760897067009 -1096 GBM_2_AutoML_20190416_021340 front_door_structure_mixed 1.1566702895017492e+18 0.0018170802522689358 0.0006300043852203387 -1097 XGBoost_grid_1_AutoML_20190416_022142_model_13 supply_area 7.120002422638358e+20 1.0 0.26401537621127774 -1098 XGBoost_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 5.394657924269002e+20 0.7576764169512712 0.2000382242678028 -1099 XGBoost_grid_1_AutoML_20190416_022142_model_13 city 4.436620193756149e+20 0.6231206017079042 0.16451342008491007 -1100 XGBoost_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 1.740547137783359e+20 0.24445878448709701 0.06454087795451258 -1101 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 1.6589948650153994e+20 0.23300481749002683 0.06151685454866953 -1102 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 1.3549189430106915e+20 0.1902975396051366 0.05024147651093066 -1103 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 1.2170335878178144e+20 0.1709316255213907 0.045128577418435206 -1104 XGBoost_grid_1_AutoML_20190416_022142_model_13 floor 7.546413614747563e+19 0.10598891919970999 0.027982704376738148 -1105 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 6.718458928995028e+19 0.09436034610934113 0.024912582277484073 -1106 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 5.743273479018172e+19 0.08066392591043485 0.02129651674592209 -1107 XGBoost_grid_1_AutoML_20190416_022142_model_13 bathroom_count 5.19840081617145e+19 0.07301122257547144 0.019276085395908426 -1108 XGBoost_grid_1_AutoML_20190416_022142_model_13 room_count 3.993694512919609e+19 0.056091195983606464 0.014808938209752369 -1109 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_district 3.5064377986846294e+19 0.04924770513470273 0.013002151398680615 -1110 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 2.7132910122395763e+19 0.03810800686826383 0.010061099769986629 -1111 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.7170672868745282e+19 0.024116105373995913 0.006367022633066347 -1112 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 1.5450202153578136e+19 0.021699714742306187 0.0057290583513673774 -1113 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.2494338865139548e+19 0.017548222772246894 0.004633000637054074 -1114 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 5.221120574692e+18 0.007333032019892605 0.0019360332075012917 -1115 GBM_4_AutoML_20190416_023844 supply_area 5.6421659081650995e+20 1.0 0.3018062664854239 -1116 GBM_4_AutoML_20190416_023844 city 3.273984284015576e+20 0.5802708281366924 0.17512937219034022 -1117 GBM_4_AutoML_20190416_023844 exclusive_use_area 2.6566737720295765e+20 0.4708606260912946 0.1421086875956028 -1118 GBM_4_AutoML_20190416_023844 apartment_building_count_in_sites 1.1733263293560442e+20 0.207956722374657 0.06276264197044105 -1119 GBM_4_AutoML_20190416_023844 total_parking_capacity_in_site 1.1167677151060374e+20 0.19793244886505362 0.05973725340827892 -1120 GBM_4_AutoML_20190416_023844 total_household_count_in_sites 8.62455953257262e+19 0.15285902032925916 0.046133810224193224 -1121 GBM_4_AutoML_20190416_023844 heat_fuel_gas 8.187308387266567e+19 0.14510931653778997 0.04379490105652197 -1122 GBM_4_AutoML_20190416_023844 floor 7.1904854280643805e+19 0.12744193533300074 0.03846277469652979 -1123 GBM_4_AutoML_20190416_023844 heat_fuel_cogeneration 5.178750784164489e+19 0.09178657395859316 0.027701763199931242 -1124 GBM_4_AutoML_20190416_023844 total_household_count_of_area_type 4.941272105532313e+19 0.08757757545522574 0.02643146107598718 -1125 GBM_4_AutoML_20190416_023844 bathroom_count 4.3679396837122376e+19 0.07741600929159391 0.023364636730496848 -1126 GBM_4_AutoML_20190416_023844 heat_type_district 2.7944554212857217e+19 0.04952806186081317 0.014947879436471141 -1127 GBM_4_AutoML_20190416_023844 room_count 2.2979399395355656e+19 0.04072797533674233 0.01229195817789263 -1128 GBM_4_AutoML_20190416_023844 heat_type_individual 1.6184694612630176e+19 0.02868525115365428 0.008657388553881097 -1129 GBM_4_AutoML_20190416_023844 front_door_structure_stairway 1.433755795891998e+19 0.02541144339299077 0.007669332856444238 -1130 GBM_4_AutoML_20190416_023844 front_door_structure_corridor 1.0125707144910078e+19 0.017946489539161885 0.005416363004334165 -1131 GBM_4_AutoML_20190416_023844 heat_type_central 5.053623172339859e+18 0.00895688509447493 0.0027032440497024228 -1132 GBM_4_AutoML_20190416_023844 front_door_structure_mixed 1.6456261340307128e+18 0.0029166567605699674 0.0008802652875270929 -1133 GBM_3_AutoML_20190416_022142 supply_area 4.3992512240043216e+20 1.0 0.239822469144149 -1134 GBM_3_AutoML_20190416_022142 exclusive_use_area 3.6195813714832445e+20 0.8227721462536982 0.1973192476575928 -1135 GBM_3_AutoML_20190416_022142 city 3.353472113751223e+20 0.762282475584288 0.1828124654799384 -1136 GBM_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.2959970824484081e+20 0.294594924558265 0.0706504822048974 -1137 GBM_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.132000701040967e+20 0.2573166758161604 0.06171032054619613 -1138 GBM_3_AutoML_20190416_022142 heat_fuel_cogeneration 8.04876992216679e+19 0.1829577242201816 0.043877373171478225 -1139 GBM_3_AutoML_20190416_022142 total_household_count_in_sites 6.803093176836109e+19 0.15464207044406397 0.03708664316745885 -1140 GBM_3_AutoML_20190416_022142 floor 5.458895351805536e+19 0.12408692011084324 0.029758831569475185 -1141 GBM_3_AutoML_20190416_022142 bathroom_count 5.1093887528332165e+19 0.1161422363186276 0.02785351788585653 -1142 GBM_3_AutoML_20190416_022142 heat_type_individual 4.845069236148424e+19 0.11013395210783862 0.026412596331105313 -1143 GBM_3_AutoML_20190416_022142 heat_type_district 4.020775484311732e+19 0.091396814584549 0.02191900974557651 -1144 GBM_3_AutoML_20190416_022142 total_household_count_of_area_type 3.908031561999581e+19 0.08883401658617672 0.021304393201689188 -1145 GBM_3_AutoML_20190416_022142 room_count 2.959777989638121e+19 0.06727913090046375 0.01613504729442163 -1146 GBM_3_AutoML_20190416_022142 front_door_structure_corridor 1.5848548619251614e+19 0.03602555937877497 0.008639738602516968 -1147 GBM_3_AutoML_20190416_022142 front_door_structure_stairway 1.4613789364677771e+19 0.03321881070337213 0.00796661720491479 -1148 GBM_3_AutoML_20190416_022142 heat_type_central 5.97196991847465e+18 0.013574969044479336 0.0032555825948024234 -1149 GBM_3_AutoML_20190416_022142 heat_fuel_gas 4.765743540397408e+18 0.010833078853040575 0.0025980157189694564 -1150 GBM_3_AutoML_20190416_022142 front_door_structure_mixed 1.6099392851279872e+18 0.0036595756940258923 0.0008776484789612023 -1151 GBM_4_AutoML_20190416_022142 supply_area 4.9585127996995613e+20 1.0 0.26943997323627566 -1152 GBM_4_AutoML_20190416_022142 city 3.392091184243367e+20 0.6840944697065006 0.1843223956088037 -1153 GBM_4_AutoML_20190416_022142 exclusive_use_area 2.7594708964303543e+20 0.5565118026109668 0.14994652520117038 -1154 GBM_4_AutoML_20190416_022142 apartment_building_count_in_sites 1.1805432597979752e+20 0.23808414084753496 0.0641493845379415 -1155 GBM_4_AutoML_20190416_022142 total_parking_capacity_in_site 9.552063561299342e+19 0.19263968748609675 0.05190483224049842 -1156 GBM_4_AutoML_20190416_022142 bathroom_count 8.772639119773585e+19 0.17692077189566038 0.04766952804450796 -1157 GBM_4_AutoML_20190416_022142 floor 7.684781435642708e+19 0.15498157907565213 0.04175823251825945 -1158 GBM_4_AutoML_20190416_022142 total_household_count_in_sites 7.636691435871692e+19 0.15401173183085062 0.04149691690257686 -1159 GBM_4_AutoML_20190416_022142 heat_type_district 6.398761849470321e+19 0.12904598834267453 0.03477014764529897 -1160 GBM_4_AutoML_20190416_022142 total_household_count_of_area_type 4.530076746976644e+19 0.0913595856251722 0.02461592430572363 -1161 GBM_4_AutoML_20190416_022142 heat_fuel_cogeneration 3.868774598841467e+19 0.07802288216490795 0.021022483282329887 -1162 GBM_4_AutoML_20190416_022142 room_count 3.719271803789509e+19 0.07500780887396037 0.02021010201551156 -1163 GBM_4_AutoML_20190416_022142 heat_type_individual 3.3924465903819293e+19 0.06841661456611504 0.018434170797610627 -1164 GBM_4_AutoML_20190416_022142 heat_fuel_gas 2.6186127256787616e+19 0.05281044602400592 0.014229245163303934 -1165 GBM_4_AutoML_20190416_022142 front_door_structure_stairway 1.5194500828934177e+19 0.030643262289964883 0.008256519771280313 -1166 GBM_4_AutoML_20190416_022142 front_door_structure_corridor 9.45886543729184e+18 0.01907601294861023 0.005139840418328388 -1167 GBM_4_AutoML_20190416_022142 heat_type_central 2.583463647913181e+18 0.005210158271790111 0.0014038249053078878 -1168 GBM_4_AutoML_20190416_022142 front_door_structure_mixed 2.2634873474106e+18 0.004564851274655872 0.001229953405270857 -1169 GBM_4_AutoML_20190416_021340 supply_area 4.738434552283917e+20 1.0 0.2564043808855668 -1170 GBM_4_AutoML_20190416_021340 city 3.558599114091439e+20 0.7510073368801096 0.1925615712532628 -1171 GBM_4_AutoML_20190416_021340 exclusive_use_area 3.046667203886375e+20 0.6429691431356558 0.1648601050742212 -1172 GBM_4_AutoML_20190416_021340 apartment_building_count_in_sites 1.3235059837660614e+20 0.27931291846758416 0.0716170559330217 -1173 GBM_4_AutoML_20190416_021340 total_parking_capacity_in_site 9.561616997930762e+19 0.2017885209224232 0.051739460776928155 -1174 GBM_4_AutoML_20190416_021340 total_household_count_in_sites 7.738088398185195e+19 0.16330474364060701 0.041872051688846036 -1175 GBM_4_AutoML_20190416_021340 room_count 6.957873627701392e+19 0.1468390784114072 0.037650182989884054 -1176 GBM_4_AutoML_20190416_021340 floor 5.7883411412267565e+19 0.12215724576034898 0.03132165296986831 -1177 GBM_4_AutoML_20190416_021340 bathroom_count 5.1845337755219395e+19 0.10941448527600751 0.02805435335710767 -1178 GBM_4_AutoML_20190416_021340 heat_fuel_cogeneration 5.042806286896962e+19 0.10642346604674191 0.027287442923410996 -1179 GBM_4_AutoML_20190416_021340 heat_type_district 4.957701887883844e+19 0.10462742142326817 0.02682692921368636 -1180 GBM_4_AutoML_20190416_021340 total_household_count_of_area_type 4.012070430852304e+19 0.08467079974584629 0.021709963987919523 -1181 GBM_4_AutoML_20190416_021340 heat_type_individual 3.5379924629878473e+19 0.0746658505873536 0.01914465119314463 -1182 GBM_4_AutoML_20190416_021340 heat_fuel_gas 2.2747670722732098e+19 0.04800672135857139 0.01230913366829041 -1183 GBM_4_AutoML_20190416_021340 front_door_structure_stairway 1.289871945062626e+19 0.027221478545924202 0.006979706353357434 -1184 GBM_4_AutoML_20190416_021340 front_door_structure_corridor 7.343379776683377e+18 0.015497480646100473 0.003973621930349445 -1185 GBM_4_AutoML_20190416_021340 front_door_structure_mixed 5.996227893762458e+18 0.012654449117319319 0.003244656191374167 -1186 GBM_4_AutoML_20190416_021340 heat_type_central 4.514888863008686e+18 0.009528228813105622 0.002443079609760366 -1187 XRT_1_AutoML_20190416_020809 supply_area 9.494331108435522e+20 1.0 0.206812255042546 -1188 XRT_1_AutoML_20190416_020809 exclusive_use_area 8.231987614007291e+20 0.8670423982468165 0.17931499359892136 -1189 XRT_1_AutoML_20190416_020809 city 6.835119487647178e+20 0.7199158539535567 0.14888742119701528 -1190 XRT_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.002703979117659e+20 0.31626282513465503 0.0654070280522244 -1191 XRT_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.7439720046033633e+20 0.28901161896127675 0.05977114465087869 -1192 XRT_1_AutoML_20190416_020809 room_count 2.4799319397938862e+20 0.2612013328238065 0.05401963666141001 -1193 XRT_1_AutoML_20190416_020809 floor 2.4391087443122376e+20 0.2569015885853337 0.05313039685934526 -1194 XRT_1_AutoML_20190416_020809 total_household_count_in_sites 2.2828718363643373e+20 0.2404457786748191 0.049727133703200255 -1195 XRT_1_AutoML_20190416_020809 heat_fuel_gas 1.7674512197448054e+20 0.18615858237495642 0.038499876216488295 -1196 XRT_1_AutoML_20190416_020809 total_household_count_of_area_type 1.731447579551885e+20 0.18236646265828338 0.037715619386491844 -1197 XRT_1_AutoML_20190416_020809 bathroom_count 1.4676994570698149e+20 0.15458692564090099 0.03197047069188911 -1198 XRT_1_AutoML_20190416_020809 heat_type_district 1.030771568182328e+20 0.1085670550573603 0.022452997479740933 -1199 XRT_1_AutoML_20190416_020809 heat_fuel_cogeneration 9.588809239899616e+19 0.10099510044873147 0.020887024472050607 -1200 XRT_1_AutoML_20190416_020809 front_door_structure_stairway 4.474503031262334e+19 0.04712815447616766 0.009746679903209692 -1201 XRT_1_AutoML_20190416_020809 heat_type_individual 4.172101269642543e+19 0.043943077421596505 0.009087966935069561 -1202 XRT_1_AutoML_20190416_020809 front_door_structure_corridor 2.5147933193469428e+19 0.026487314278649917 0.005477901195988217 -1203 XRT_1_AutoML_20190416_020809 heat_type_central 2.2021658796865094e+19 0.023194534238751473 0.004796913930577735 -1204 XRT_1_AutoML_20190416_020809 front_door_structure_mixed 1.0533767795814957e+19 0.011094797174764547 0.0022945400229527242 -1205 GBM_3_AutoML_20190416_023643 supply_area 4.32773863589005e+20 1.0 0.2368136111724047 -1206 GBM_3_AutoML_20190416_023643 exclusive_use_area 4.114013278698765e+20 0.9506150035450721 0.22511857182417683 -1207 GBM_3_AutoML_20190416_023643 city 3.672456445858341e+20 0.8485855442846211 0.20095660713074168 -1208 GBM_3_AutoML_20190416_023643 total_parking_capacity_in_site 1.1193009019355031e+20 0.25863412652813905 0.06124808147554925 -1209 GBM_3_AutoML_20190416_023643 apartment_building_count_in_sites 1.0143883171628843e+20 0.2343922317190173 0.055507270824139546 -1210 GBM_3_AutoML_20190416_023643 total_household_count_in_sites 7.2510025480571716e+19 0.16754714547510835 0.039677444561588636 -1211 GBM_3_AutoML_20190416_023643 heat_type_district 6.030985325486224e+19 0.13935650539224123 0.033001517282303335 -1212 GBM_3_AutoML_20190416_023643 heat_fuel_cogeneration 5.381812110019369e+19 0.1243562184044078 0.02944924515209207 -1213 GBM_3_AutoML_20190416_023643 floor 4.9545726777911935e+19 0.1144841011585772 0.027111393417189548 -1214 GBM_3_AutoML_20190416_023643 total_household_count_of_area_type 3.3781830658394423e+19 0.07805885128607541 0.018485398457025227 -1215 GBM_3_AutoML_20190416_023643 bathroom_count 3.2696779807546933e+19 0.07555165077759475 0.01789165925067863 -1216 GBM_3_AutoML_20190416_023643 room_count 2.9005662098498257e+19 0.06702267520952754 0.015871881746803422 -1217 GBM_3_AutoML_20190416_023643 heat_type_individual 2.814297867827544e+19 0.06502929369367406 0.01539982187158984 -1218 GBM_3_AutoML_20190416_023643 heat_fuel_gas 1.622849475783426e+19 0.03749878660243234 0.008880223069905392 -1219 GBM_3_AutoML_20190416_023643 front_door_structure_stairway 1.1670314273749336e+19 0.026966310250270464 0.006385989310361982 -1220 GBM_3_AutoML_20190416_023643 front_door_structure_corridor 7.654860975471854e+18 0.017687900355141346 0.004188735557158682 -1221 GBM_3_AutoML_20190416_023643 heat_type_central 4.4812594752394363e+18 0.010354736855123907 0.002452142627401882 -1222 GBM_3_AutoML_20190416_023643 front_door_structure_mixed 2.8516207900324004e+18 0.006589170534430694 0.0015604052688893367 -1223 XGBoost_grid_1_AutoML_20190416_022142_model_11 supply_area 9.833616823237896e+20 1.0 0.22246110815806783 -1224 XGBoost_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 8.087503693711944e+20 0.8224342923958865 0.18295964407358528 -1225 XGBoost_grid_1_AutoML_20190416_022142_model_11 city 4.435926709782278e+20 0.4510981858983671 0.10035180232304483 -1226 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 3.7637933165823446e+20 0.38274760794910123 0.08514645700920676 -1227 XGBoost_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 3.4281562211655824e+20 0.34861600597091397 0.07755350300992911 -1228 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 2.6465255435879947e+20 0.26913043198245934 0.05987105413787741 -1229 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 2.161876651031774e+20 0.2198455247842306 0.04890707906709191 -1230 XGBoost_grid_1_AutoML_20190416_022142_model_11 floor 1.8745044217153087e+20 0.19062207277444987 0.04240599754879197 -1231 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 1.766968666081607e+20 0.17968654848397894 0.03997326869684433 -1232 XGBoost_grid_1_AutoML_20190416_022142_model_11 bathroom_count 1.583944664209456e+20 0.16107447470054193 0.03583280613786122 -1233 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 1.2468466257026351e+20 0.12679430652170645 0.028206801936952547 -1234 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_district 9.753765890782292e+19 0.09918798002921053 0.022065467953258477 -1235 XGBoost_grid_1_AutoML_20190416_022142_model_11 room_count 9.387785089188679e+19 0.09546624866452323 0.021237527469603498 -1236 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 7.570300284958671e+19 0.07698388518728161 0.01712592040907613 -1237 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.3082795269808456e+19 0.02347335236335559 0.005221907978936885 -1238 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_central 1.8885275490354987e+19 0.01920481124068923 0.0042723235905702435 -1239 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 1.6021122466789196e+19 0.01629219721977529 0.0036243802478410025 -1240 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.230168573625552e+19 0.01250982823246205 0.002782950251460591 -1241 GBM_3_AutoML_20190416_020809 supply_area 6.102433790082364e+20 1.0 0.3350493530209352 -1242 GBM_3_AutoML_20190416_020809 city 3.591136565868028e+20 0.5884761210689938 0.1971685436324359 -1243 GBM_3_AutoML_20190416_020809 exclusive_use_area 2.4261489326970372e+20 0.3975707096798 0.13320580905829105 -1244 GBM_3_AutoML_20190416_020809 total_parking_capacity_in_site 9.530626602994919e+19 0.156177468381288 0.052327159737598106 -1245 GBM_3_AutoML_20190416_020809 apartment_building_count_in_sites 8.69779844190343e+19 0.1425299928044944 0.047754581875224404 -1246 GBM_3_AutoML_20190416_020809 heat_fuel_gas 6.401145590679339e+19 0.10489496176234536 0.03514498907362955 -1247 GBM_3_AutoML_20190416_020809 total_household_count_in_sites 6.06160848353839e+19 0.0993309995987122 0.03328078715047129 -1248 GBM_3_AutoML_20190416_020809 floor 5.431199533511161e+19 0.08900054831136243 0.02981957613023047 -1249 GBM_3_AutoML_20190416_020809 bathroom_count 5.0670892210987205e+19 0.08303390737862197 0.027820456946007547 -1250 GBM_3_AutoML_20190416_020809 heat_type_district 4.756010553517172e+19 0.07793629094750049 0.026112503858811406 -1251 GBM_3_AutoML_20190416_020809 total_household_count_of_area_type 3.9339910315313725e+19 0.06446593550797503 0.021599269983836364 -1252 GBM_3_AutoML_20190416_020809 heat_fuel_cogeneration 3.1947563788287345e+19 0.05235216781902381 0.01754055995700735 -1253 GBM_3_AutoML_20190416_020809 room_count 2.9376210711198302e+19 0.04813851607688121 0.016128778666946935 -1254 GBM_3_AutoML_20190416_020809 front_door_structure_corridor 1.530392092759556e+19 0.02507838913790002 0.00840249805546065 -1255 GBM_3_AutoML_20190416_020809 heat_type_individual 1.437848727926394e+19 0.02356188985226151 0.007894395950950758 -1256 GBM_3_AutoML_20190416_020809 front_door_structure_stairway 1.1921631845533352e+19 0.0195358643053339 0.006545478696206904 -1257 GBM_3_AutoML_20190416_020809 heat_type_central 4.98625829392928e+18 0.008170933869094843 0.0027376661064170736 -1258 GBM_3_AutoML_20190416_020809 front_door_structure_mixed 2.6730043014664684e+18 0.004380226633201032 0.0014675920995390747 -1259 GBM_grid_1_AutoML_20190416_023844_model_4 supply_area 1.1154070826608042e+21 1.0 0.3693420574268183 -1260 GBM_grid_1_AutoML_20190416_023844_model_4 city 5.086467805675017e+20 0.45601896247074614 0.1684269818245884 -1261 GBM_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 4.2474785091870523e+20 0.3808007475669502 0.14064573157604784 -1262 GBM_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 1.5598898126997632e+20 0.139849373107677 0.051652255193440175 -1263 GBM_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 1.5171546984388074e+20 0.13601802624559584 0.050237177660683335 -1264 GBM_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 1.1573265879923687e+20 0.10375822477579805 0.038322276213647526 -1265 GBM_grid_1_AutoML_20190416_023844_model_4 floor 1.0230098956995317e+20 0.09171628113200976 0.033874679972832965 -1266 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 8.649510530039415e+19 0.07754577377620736 0.02864091563125904 -1267 GBM_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 7.978352799477504e+19 0.07152861877517525 0.026418527223321768 -1268 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_district 7.652413572539587e+19 0.06860646387760737 0.025339252521334194 -1269 GBM_grid_1_AutoML_20190416_023844_model_4 bathroom_count 6.25271196073423e+19 0.05605766771552483 0.020704454328600873 -1270 GBM_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 5.322686971747343e+19 0.047719680594550916 0.017624885010542053 -1271 GBM_grid_1_AutoML_20190416_023844_model_4 room_count 3.1721297489430577e+19 0.028439211102873226 0.010503796740330812 -1272 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 1.8704742278143934e+19 0.016769431151112797 0.006193656203229378 -1273 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 1.4511093879131865e+19 0.013009684181416209 0.0048050235220373945 -1274 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_central 1.1058343693915259e+19 0.009914177402868533 0.003661722679669934 -1275 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 1.0891893026632761e+19 0.009764948776055953 0.003606606271615997 -1276 GBM_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 0.0 0.0 0.0 -1277 DRF_1_AutoML_20190416_020809 supply_area 1.1170797477099072e+21 1.0 0.2156242144548846 -1278 DRF_1_AutoML_20190416_020809 city 8.535736409312503e+20 0.7641116425941271 0.1647609726901902 -1279 DRF_1_AutoML_20190416_020809 exclusive_use_area 8.532812587991921e+20 0.7638499046719621 0.1647045356563303 -1280 DRF_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.478747477948393e+20 0.31141442543203135 0.067148490853701 -1281 DRF_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.8327627582411584e+20 0.25358643946849124 0.05467937680680457 -1282 DRF_1_AutoML_20190416_020809 total_household_count_in_sites 2.78551524825981e+20 0.24935688378294513 0.0537673821846155 -1283 DRF_1_AutoML_20190416_020809 floor 2.66502443090114e+20 0.23857065141182884 0.051441609302665704 -1284 DRF_1_AutoML_20190416_020809 heat_fuel_cogeneration 2.517990171394934e+20 0.22540827336248756 0.04860348187541827 -1285 DRF_1_AutoML_20190416_020809 room_count 2.208323892469962e+20 0.19768721946639733 0.042626151405212295 -1286 DRF_1_AutoML_20190416_020809 bathroom_count 2.0065042231060962e+20 0.1796204995408405 0.0387305291134877 -1287 DRF_1_AutoML_20190416_020809 total_household_count_of_area_type 1.8004527533892462e+20 0.16117495255645822 0.0347532225347896 -1288 DRF_1_AutoML_20190416_020809 heat_fuel_gas 1.029050964426254e+20 0.09211974046936948 0.019863246674495637 -1289 DRF_1_AutoML_20190416_020809 heat_type_individual 5.433164580692322e+19 0.04863721316074967 0.010487360881061423 -1290 DRF_1_AutoML_20190416_020809 front_door_structure_mixed 4.485443171958705e+19 0.04015329416860508 0.00865802251288137 -1291 DRF_1_AutoML_20190416_020809 heat_type_district 3.921345768202646e+19 0.03510354364799544 0.0075691740236817715 -1292 DRF_1_AutoML_20190416_020809 front_door_structure_corridor 3.179746505793313e+19 0.02846481204508469 0.006137702736827323 -1293 DRF_1_AutoML_20190416_020809 front_door_structure_stairway 3.11031278630391e+19 0.027843247473425883 0.006003678364330407 -1294 DRF_1_AutoML_20190416_020809 heat_type_central 2.3006605711073346e+19 0.0205953118013629 0.0044408479286222905 -1295 GBM_3_AutoML_20190416_021340 supply_area 3.9495949487090486e+20 1.0 0.21856462602590887 -1296 GBM_3_AutoML_20190416_021340 city 3.359772931104891e+20 0.8506626564840669 0.18592476538864627 -1297 GBM_3_AutoML_20190416_021340 exclusive_use_area 3.2979508227513254e+20 0.8350098847045777 0.18250362317839333 -1298 GBM_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.1500419276341667e+20 0.29117971401347514 0.06364158529968629 -1299 GBM_3_AutoML_20190416_021340 apartment_building_count_in_sites 9.92769103811041e+19 0.2513597259221567 0.05493834449415114 -1300 GBM_3_AutoML_20190416_021340 heat_fuel_gas 8.790487272124947e+19 0.22256680460354994 0.04864523041395643 -1301 GBM_3_AutoML_20190416_021340 total_household_count_in_sites 8.35578963262324e+19 0.21156067245210514 0.046239679256284166 -1302 GBM_3_AutoML_20190416_021340 room_count 7.3197893149047914e+19 0.18533012650568922 0.04050660979105035 -1303 GBM_3_AutoML_20190416_021340 total_household_count_of_area_type 5.1183137086182e+19 0.1295908510894555 0.02832397590474609 -1304 GBM_3_AutoML_20190416_021340 floor 4.986117226587436e+19 0.12624376148286248 0.027592420516605876 -1305 GBM_3_AutoML_20190416_021340 bathroom_count 4.979736100904475e+19 0.12608219742969173 0.027557108329745384 -1306 GBM_3_AutoML_20190416_021340 heat_type_district 4.970477333389299e+19 0.12584777421325022 0.02750587170711205 -1307 GBM_3_AutoML_20190416_021340 heat_type_individual 2.531103035028721e+19 0.06408512943475454 0.01400674234872909 -1308 GBM_3_AutoML_20190416_021340 heat_fuel_cogeneration 2.1285553354255106e+19 0.05389300328433028 0.011779104108252728 -1309 GBM_3_AutoML_20190416_021340 front_door_structure_stairway 1.8540422464396067e+19 0.04694259210164355 0.010259990087382508 -1310 GBM_3_AutoML_20190416_021340 front_door_structure_corridor 1.299036924235953e+19 0.03289038347237485 0.0071886743634883435 -1311 GBM_3_AutoML_20190416_021340 heat_type_central 5.246283448049467e+18 0.013283092358025854 0.0029032141136995284 -1312 GBM_3_AutoML_20190416_021340 front_door_structure_mixed 3.4667274519068017e+18 0.008777425272533135 0.001918434672161566 -1313 XGBoost_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.413198389263844e+20 1.0 0.2019751738695601 -1314 XGBoost_grid_1_AutoML_20190416_015849_model_4 city 7.599362752225907e+20 0.9032667958862731 0.18243746814973047 -1315 XGBoost_grid_1_AutoML_20190416_015849_model_4 supply_area 6.49953587247599e+20 0.7725404265719094 0.1560339869781255 -1316 XGBoost_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 3.240229804808434e+20 0.38513650277679407 0.0777880121118573 -1317 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 2.820988835887212e+20 0.3353051604592019 0.06772331808310805 -1318 XGBoost_grid_1_AutoML_20190416_015849_model_4 room_count 2.6598546151882673e+20 0.3161526083329416 0.06385497803736082 -1319 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 2.360621030353215e+20 0.28058544695268617 0.05667129443353702 -1320 XGBoost_grid_1_AutoML_20190416_015849_model_4 bathroom_count 1.5358242299565834e+20 0.1825493895302008 0.03687044469014436 -1321 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 1.4964826483835955e+20 0.17787321529149605 0.03592597358523761 -1322 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_district 1.3035554772214612e+20 0.1549417257157444 0.03129438199108717 -1323 XGBoost_grid_1_AutoML_20190416_015849_model_4 floor 1.1623613836773504e+20 0.13815927426133798 0.02790474344062598 -1324 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 1.010476166830327e+20 0.12010606669156935 0.0242584437028187 -1325 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 9.417183391287502e+19 0.11193345212570825 0.022607778454910007 -1326 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 2.849239467748963e+19 0.03386630548716054 0.006840152939088887 -1327 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 1.5195562957166608e+19 0.018061576886808945 0.0036479901320716646 -1328 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.724092602774716e+18 0.010369531537384888 0.0020943879352091996 -1329 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_central 5.953183113046655e+18 0.007076004674564151 0.0014291772744469146 -1330 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 2.6754518143498977e+18 0.0031800650484648803 0.0006422941910802052 -1331 GBM_grid_1_AutoML_20190416_023844_model_62 supply_area 3.680065770009993e+20 1.0 0.2337824823316256 -1332 GBM_grid_1_AutoML_20190416_023844_model_62 city 2.213028218940099e+20 0.6013556162432635 0.14058640872941455 -1333 GBM_grid_1_AutoML_20190416_023844_model_62 exclusive_use_area 1.763063728545328e+20 0.47908484215501956 0.1120016436464555 -1334 GBM_grid_1_AutoML_20190416_023844_model_62 apartment_building_count_in_sites 1.3048098880473583e+20 0.35456156753519524 0.08289028339777026 -1335 GBM_grid_1_AutoML_20190416_023844_model_62 room_count 1.1621414813517952e+20 0.315793671630124 0.07382702845830864 -1336 GBM_grid_1_AutoML_20190416_023844_model_62 total_parking_capacity_in_site 1.1170097835860086e+20 0.303529842506857 0.0709599600429804 -1337 GBM_grid_1_AutoML_20190416_023844_model_62 total_household_count_in_sites 8.790027236459885e+19 0.2388551668856727 0.055840153832267266 -1338 GBM_grid_1_AutoML_20190416_023844_model_62 total_household_count_of_area_type 8.043792213125523e+19 0.21857740366155687 0.05109956800960051 -1339 GBM_grid_1_AutoML_20190416_023844_model_62 heat_fuel_cogeneration 7.630399590532907e+19 0.2073441092470526 0.04847342055661572 -1340 GBM_grid_1_AutoML_20190416_023844_model_62 floor 6.433806803484751e+19 0.17482858203013257 0.040871859889522626 -1341 GBM_grid_1_AutoML_20190416_023844_model_62 bathroom_count 5.812823746740119e+19 0.15795434402587688 0.036926958641433076 -1342 GBM_grid_1_AutoML_20190416_023844_model_62 heat_fuel_gas 2.8719709910439297e+19 0.07804129519772499 0.01824468771569932 -1343 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_individual 2.407719358596907e+19 0.06542598717170126 0.015295449689997413 -1344 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_stairway 1.0597182128946938e+19 0.028796175914318406 0.006732041486907526 -1345 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_corridor 6.204698596923671e+18 0.016860292681418088 0.003941641075899661 -1346 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_central 5.542086710537486e+18 0.015059749083023691 0.003520705523920701 -1347 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_district 4.707510655811322e+18 0.012791919900384115 0.0029905267880991192 -1348 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_mixed 3.1721776326744474e+18 0.008619893857673727 0.0020151801834820964 -1349 XGBoost_grid_1_AutoML_20190416_023844_model_8 exclusive_use_area 7.027933365131186e+20 1.0 0.21600079388822852 -1350 XGBoost_grid_1_AutoML_20190416_023844_model_8 supply_area 6.270605237042796e+20 0.8922402805004038 0.19272460892714294 -1351 XGBoost_grid_1_AutoML_20190416_023844_model_8 city 4.470308526343764e+20 0.6360772497535369 0.13739319092100497 -1352 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_parking_capacity_in_site 2.539890507879767e+20 0.36139934400649465 0.07806254521608785 -1353 XGBoost_grid_1_AutoML_20190416_023844_model_8 floor 2.4111927598095165e+20 0.343087026375713 0.0741070700699056 -1354 XGBoost_grid_1_AutoML_20190416_023844_model_8 apartment_building_count_in_sites 2.275836193399594e+20 0.32382722987828333 0.06994693873633508 -1355 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_household_count_in_sites 1.546007642770254e+20 0.21998040710526795 0.047515942574593587 -1356 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_household_count_of_area_type 1.3787349805948312e+20 0.19617929040639037 0.04237488247220965 -1357 XGBoost_grid_1_AutoML_20190416_023844_model_8 room_count 9.720882576628069e+19 0.13831779659235025 0.029876753872818164 -1358 XGBoost_grid_1_AutoML_20190416_023844_model_8 bathroom_count 8.241218761790377e+19 0.11726375783069969 0.025329064785748107 -1359 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_fuel_cogeneration 7.433636267281927e+19 0.1057727198178005 0.022846991452362072 -1360 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_individual 6.7212292584923726e+19 0.09563592750949357 0.020657436266287684 -1361 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_district 4.578498359454597e+19 0.06514715097002251 0.01407183632908114 -1362 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_fuel_gas 4.025705254646029e+19 0.05728149436674238 0.012372848258320445 -1363 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_stairway 1.7663390417430774e+19 0.025133121644361326 0.005428774228071466 -1364 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_mixed 1.4328374837804794e+19 0.020387749987634287 0.004403770182923728 -1365 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_corridor 1.2110903976161968e+19 0.017232525334189622 0.003722239152883969 -1366 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_central 1.0295600383099142e+19 0.014649541832852823 0.003164312665995024 -1367 GBM_3_AutoML_20190416_023844 supply_area 5.1228561869767285e+20 1.0 0.2813816706936355 -1368 GBM_3_AutoML_20190416_023844 city 3.424925592120386e+20 0.6685578253840496 0.1881199178618677 -1369 GBM_3_AutoML_20190416_023844 exclusive_use_area 3.2797724650679094e+20 0.6402234115815534 0.18014713316799655 -1370 GBM_3_AutoML_20190416_023844 apartment_building_count_in_sites 1.0239290874203524e+20 0.1998746500093784 0.05624106294894457 -1371 GBM_3_AutoML_20190416_023844 heat_type_district 8.639361597910391e+19 0.16864345362404054 0.04745317673227717 -1372 GBM_3_AutoML_20190416_023844 total_household_count_in_sites 8.332764099919007e+19 0.1626585599084837 0.04576913733966995 -1373 GBM_3_AutoML_20190416_023844 total_parking_capacity_in_site 7.366944289987546e+19 0.14380540895752092 0.04046420622724873 -1374 GBM_3_AutoML_20190416_023844 bathroom_count 5.4895726058297885e+19 0.10715843672881785 0.030152419955673002 -1375 GBM_3_AutoML_20190416_023844 floor 4.814107428514903e+19 0.09397311290434575 0.026442311509306447 -1376 GBM_3_AutoML_20190416_023844 total_household_count_of_area_type 4.320770634880647e+19 0.08434300080226466 0.023732574477055873 -1377 GBM_3_AutoML_20190416_023844 heat_type_individual 4.235454250025694e+19 0.08267759420600214 0.023263959586615323 -1378 GBM_3_AutoML_20190416_023844 heat_fuel_gas 3.656355769327236e+19 0.07137338304796424 0.020083161765092984 -1379 GBM_3_AutoML_20190416_023844 front_door_structure_stairway 2.231667975682995e+19 0.04356296359355779 0.01225781947632131 -1380 GBM_3_AutoML_20190416_023844 room_count 1.577091760077249e+19 0.030785399833915213 0.008662447238238632 -1381 GBM_3_AutoML_20190416_023844 heat_fuel_cogeneration 1.402049398984147e+19 0.027368509827553275 0.0077009970196721235 -1382 GBM_3_AutoML_20190416_023844 front_door_structure_corridor 6.761992112775889e+18 0.013199652432106438 0.003714140253921419 -1383 GBM_3_AutoML_20190416_023844 front_door_structure_mixed 5.052128386281898e+18 0.009861936782698226 0.0027749682481906434 -1384 GBM_3_AutoML_20190416_023844 heat_type_central 2.983785661103866e+18 0.005824457201607991 0.0016388954982720335 -1385 XRT_1_AutoML_20190416_015849 supply_area 1.3856047644295477e+21 1.0 0.24183329156384445 -1386 XRT_1_AutoML_20190416_015849 city 1.0793112242286389e+21 0.7789459533743668 0.18837506385486003 -1387 XRT_1_AutoML_20190416_015849 exclusive_use_area 8.787476369483445e+20 0.6341979036930666 0.1533701665529843 -1388 XRT_1_AutoML_20190416_015849 apartment_building_count_in_sites 3.428062278892105e+20 0.2474054915871652 0.05983088438149519 -1389 XRT_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.9779581065401414e+20 0.21492117976125494 0.051975096328448996 -1390 XRT_1_AutoML_20190416_015849 floor 2.7349641016611806e+20 0.19738414386783398 0.04773405721406972 -1391 XRT_1_AutoML_20190416_015849 total_household_count_in_sites 2.5591331928188702e+20 0.18469431244143153 0.04466523351083249 -1392 XRT_1_AutoML_20190416_015849 bathroom_count 2.3628724783231795e+20 0.17053004860992751 0.04123984296588117 -1393 XRT_1_AutoML_20190416_015849 total_household_count_of_area_type 1.8613252355401345e+20 0.1343330568227687 0.032486205297283105 -1394 XRT_1_AutoML_20190416_015849 room_count 1.4047756380652175e+20 0.10138357445989025 0.024517923522143374 -1395 XRT_1_AutoML_20190416_015849 heat_type_district 1.4009579577717188e+20 0.1011080499819508 0.024451292530736867 -1396 XRT_1_AutoML_20190416_015849 heat_fuel_gas 1.1994803684654868e+20 0.08656728089119352 0.02093485047964922 -1397 XRT_1_AutoML_20190416_015849 heat_type_individual 1.1448061412236277e+20 0.08262140623447865 0.019980606623317514 -1398 XRT_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1392588851591722e+20 0.08222105714454613 0.01988378888512454 -1399 XRT_1_AutoML_20190416_015849 front_door_structure_stairway 7.2665865860646175e+19 0.052443429559483834 0.012682567191266592 -1400 XRT_1_AutoML_20190416_015849 front_door_structure_mixed 4.138696347172104e+19 0.029869241600623403 0.007223377012794472 -1401 XRT_1_AutoML_20190416_015849 front_door_structure_corridor 3.109235045006364e+19 0.02243955220727343 0.005426630771503665 -1402 XRT_1_AutoML_20190416_015849 heat_type_central 1.9418263751919403e+19 0.014014287660099007 0.0033891213137643107 -1403 GBM_grid_1_AutoML_20190416_023844_model_23 supply_area 7.231201223250228e+20 1.0 0.3875933972730912 -1404 GBM_grid_1_AutoML_20190416_023844_model_23 city 2.6837226376821683e+20 0.3711309580285622 0.14384790885550747 -1405 GBM_grid_1_AutoML_20190416_023844_model_23 exclusive_use_area 2.2051061057205777e+20 0.3049432642851339 0.11819399577982115 -1406 GBM_grid_1_AutoML_20190416_023844_model_23 apartment_building_count_in_sites 1.0475100933989387e+20 0.1448597627225358 0.05614668756180155 -1407 GBM_grid_1_AutoML_20190416_023844_model_23 total_parking_capacity_in_site 9.804727814925058e+19 0.13558919897568691 0.05255347826452363 -1408 GBM_grid_1_AutoML_20190416_023844_model_23 floor 8.600475829877814e+19 0.11893564519024868 0.04609867077615548 -1409 GBM_grid_1_AutoML_20190416_023844_model_23 total_household_count_in_sites 8.188385908661787e+19 0.1132368697241332 0.043889863032947236 -1410 GBM_grid_1_AutoML_20190416_023844_model_23 total_household_count_of_area_type 6.598923103455779e+19 0.09125625051393249 0.03537032015909937 -1411 GBM_grid_1_AutoML_20190416_023844_model_23 heat_fuel_cogeneration 6.213374953129614e+19 0.08592452016342689 0.033303776679202854 -1412 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_individual 4.799008934842283e+19 0.0663653075980267 0.02572275503299286 -1413 GBM_grid_1_AutoML_20190416_023844_model_23 bathroom_count 3.7078104945815716e+19 0.05127516687905155 0.019873916126396277 -1414 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_district 3.1342966533429133e+19 0.04334406631176739 0.016799873913408068 -1415 GBM_grid_1_AutoML_20190416_023844_model_23 room_count 1.2879538470279709e+19 0.017811063573875636 0.0069034506396454635 -1416 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_stairway 1.1915088651836457e+19 0.016477329677296617 0.006386504187612123 -1417 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_corridor 8.395983489639383e+18 0.011610772858379423 0.00450025889714548 -1418 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_central 3.039737883696038e+18 0.004203641677018301 0.0016293037585142778 -1419 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_mixed 2.2123805351230833e+18 0.0030594924229320206 0.001185839062135503 -1420 GBM_grid_1_AutoML_20190416_023844_model_23 heat_fuel_gas 0.0 0.0 0.0 -1421 XGBoost_grid_1_AutoML_20190416_020809_model_2 supply_area 8.618346500227313e+20 1.0 0.23948476962851303 -1422 XGBoost_grid_1_AutoML_20190416_020809_model_2 city 7.929333052674041e+20 0.9200527099328045 0.2203386112843468 -1423 XGBoost_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 6.259336386350185e+20 0.7262804281755314 0.17393310102731493 -1424 XGBoost_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 2.0722319726833828e+20 0.24044426301828623 0.05758273893743188 -1425 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 1.7653533515590087e+20 0.20483666460990477 0.04905526143557603 -1426 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 1.594452652855646e+20 0.1850067936829404 0.04430630936486882 -1427 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 1.49646857463476e+20 0.1736375503810725 0.041583548751870474 -1428 XGBoost_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.393663885593983e+20 0.16170896419135902 0.03872683403623308 -1429 XGBoost_grid_1_AutoML_20190416_020809_model_2 room_count 1.3442092599515021e+20 0.1559706679136245 0.03735259947409967 -1430 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 8.416441332839272e+19 0.09765726328846587 0.023387427201189293 -1431 XGBoost_grid_1_AutoML_20190416_020809_model_2 floor 6.99349604522273e+19 0.08114661025799175 0.019433377263769886 -1432 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_district 6.962890039551957e+19 0.08079148406679063 0.019348329949681036 -1433 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 6.635766858493251e+19 0.07699582348328915 0.01843932704925316 -1434 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 2.3231194155186127e+19 0.026955511889169684 0.006455434554996446 -1435 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 1.7902913527983636e+19 0.02077302592499784 0.004974823328135236 -1436 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.363238177839933e+19 0.015817862252393507 0.003788137097530011 -1437 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_central 3.8205604642076754e+18 0.004433055069330186 0.0010616491720290514 -1438 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.690824086417834e+18 0.0031222045740988275 0.0007477204431611473 -1439 GBM_3_AutoML_20190416_015849 supply_area 4.7151231465564615e+20 1.0 0.2628691120651018 -1440 GBM_3_AutoML_20190416_015849 city 3.4413158800142474e+20 0.7298464479188633 0.19185408770830012 -1441 GBM_3_AutoML_20190416_015849 exclusive_use_area 3.3681964216266785e+20 0.7143390144723012 0.18777766244779368 -1442 GBM_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.0320214930007838e+20 0.21887476974052894 0.05753541637514644 -1443 GBM_3_AutoML_20190416_015849 apartment_building_count_in_sites 9.258548492459888e+19 0.19635857229352685 0.051616603545170496 -1444 GBM_3_AutoML_20190416_015849 total_household_count_in_sites 8.674992811524751e+19 0.18398231693821726 0.0483632682892293 -1445 GBM_3_AutoML_20190416_015849 floor 5.589223543678383e+19 0.11853823049691274 0.031160039396491816 -1446 GBM_3_AutoML_20190416_015849 bathroom_count 5.327604427551408e+19 0.11298971971585202 0.02970150729419074 -1447 GBM_3_AutoML_20190416_015849 heat_type_individual 4.466693420072567e+19 0.09473121446116783 0.024901910230255918 -1448 GBM_3_AutoML_20190416_015849 heat_type_district 4.120463805555671e+19 0.08738825429331404 0.022971672811002777 -1449 GBM_3_AutoML_20190416_015849 heat_fuel_gas 4.120133512262687e+19 0.08738124931629186 0.022969831418912918 -1450 GBM_3_AutoML_20190416_015849 total_household_count_of_area_type 3.920547522760881e+19 0.0831483590332975 0.021857135308753196 -1451 GBM_3_AutoML_20190416_015849 room_count 2.903770186733165e+19 0.061584185534026614 0.01618858016858206 -1452 GBM_3_AutoML_20190416_015849 heat_fuel_cogeneration 2.582063199952883e+19 0.054761309931822454 0.014395056917300005 -1453 GBM_3_AutoML_20190416_015849 front_door_structure_stairway 1.091785359567618e+19 0.023154970201891088 0.006086726456865 -1454 GBM_3_AutoML_20190416_015849 heat_type_central 8.196000466488787e+18 0.017382367780732242 0.004569287584110118 -1455 GBM_3_AutoML_20190416_015849 front_door_structure_mixed 4.699382516102988e+18 0.009966616713998299 0.0026199156859019346 -1456 GBM_3_AutoML_20190416_015849 front_door_structure_corridor 4.5958324351443927e+18 0.009747004038485848 0.0025621862968917357 -1457 GBM_grid_1_AutoML_20190416_021340_model_12 supply_area 5.854372144907077e+21 1.0 0.34272268271486 -1458 GBM_grid_1_AutoML_20190416_021340_model_12 city 2.8581802301131074e+21 0.48821293887159845 0.16732164814618017 -1459 GBM_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 2.3299002532606887e+21 0.3979761100919337 0.13639544010713198 -1460 GBM_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 9.755632773565325e+20 0.1666384119781673 0.05711076359650156 -1461 GBM_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 9.082557142880852e+20 0.155141438194736 0.05317048989834156 -1462 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 7.258353706878621e+20 0.12398176144632209 0.0424913618905973 -1463 GBM_grid_1_AutoML_20190416_021340_model_12 floor 7.182010656320274e+20 0.12267772663834083 0.04204443958285241 -1464 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 6.141256226245181e+20 0.10490033899856666 0.03595172559928701 -1465 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 3.6215791401304483e+20 0.06186110227517714 0.021201202927447038 -1466 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_gas 3.3506267535803993e+20 0.05723289655399216 0.01961501184652626 -1467 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_district 3.22875794028887e+20 0.055151224766223306 0.018901575706890276 -1468 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 3.204732643651732e+20 0.05474084264423882 0.01876092844510554 -1469 GBM_grid_1_AutoML_20190416_021340_model_12 bathroom_count 3.018643907048783e+20 0.05156221422778542 0.017671540386864942 -1470 GBM_grid_1_AutoML_20190416_021340_model_12 room_count 2.028574851951839e+20 0.03465059619956971 0.011875545287185863 -1471 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.1024548005012308e+20 0.01883130715324093 0.006453916106586265 -1472 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 8.422365501489729e+19 0.014386453906618558 0.00493056407762999 -1473 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_central 2.958791727708006e+19 0.005053986413012645 0.001732115781872146 -1474 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 2.8168955739993276e+19 0.004811610031401649 0.0016490478981397048 -1475 GBM_grid_1_AutoML_20190416_023844_model_46 exclusive_use_area 5.494832405574278e+20 1.0 0.17812151042913002 -1476 GBM_grid_1_AutoML_20190416_023844_model_46 supply_area 4.2535421838728416e+20 0.7740986202887281 0.13788361546693384 -1477 GBM_grid_1_AutoML_20190416_023844_model_46 city 3.138443879261489e+20 0.571162803087073 0.10173638118680521 -1478 GBM_grid_1_AutoML_20190416_023844_model_46 total_household_count_in_sites 2.4199753068484703e+20 0.4404093024554318 0.07844637016040107 -1479 GBM_grid_1_AutoML_20190416_023844_model_46 apartment_building_count_in_sites 2.2859149327063004e+20 0.4160117659616579 0.07410064410938025 -1480 GBM_grid_1_AutoML_20190416_023844_model_46 total_parking_capacity_in_site 2.087990349254529e+20 0.3799916348925128 0.06768468395748888 -1481 GBM_grid_1_AutoML_20190416_023844_model_46 total_household_count_of_area_type 1.9129333206763124e+20 0.3481331512014309 0.062010002722451565 -1482 GBM_grid_1_AutoML_20190416_023844_model_46 floor 1.8958129570616076e+20 0.34501743040213284 0.06145502582760514 -1483 GBM_grid_1_AutoML_20190416_023844_model_46 bathroom_count 1.8368432457532834e+20 0.3342855814655753 0.059543452685328256 -1484 GBM_grid_1_AutoML_20190416_023844_model_46 heat_fuel_gas 1.1039723024694221e+20 0.2009110052837077 0.03578657172296894 -1485 GBM_grid_1_AutoML_20190416_023844_model_46 room_count 1.0985598025500669e+20 0.19992598890470686 0.035611119117743874 -1486 GBM_grid_1_AutoML_20190416_023844_model_46 heat_fuel_cogeneration 9.036240435463114e+19 0.16444979152223504 0.029292045255696047 -1487 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_district 7.945152825974483e+19 0.14459317845462322 0.02575515534408623 -1488 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_corridor 4.428940149016599e+19 0.08060191507430917 0.014356934856516412 -1489 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_stairway 3.8620284352980845e+19 0.07028473573425494 0.012519223289097737 -1490 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_individual 3.803314954179497e+19 0.06921621395260741 0.012328896575424256 -1491 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_central 2.525921256629338e+19 0.0459690318137255 0.008188073379625516 -1492 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_mixed 1.5980577975514956e+19 0.029082921545165466 0.005180293913316761 -1493 XGBoost_grid_1_AutoML_20190416_015849_model_1 supply_area 6.938442618410684e+20 1.0 0.24419937973032768 -1494 XGBoost_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 4.4443315525868585e+20 0.6405373362595993 0.15641882020871048 -1495 XGBoost_grid_1_AutoML_20190416_015849_model_1 city 4.3576685738511355e+20 0.6280470724494225 0.15336870553359716 -1496 XGBoost_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 2.434514017161157e+20 0.3508732652340945 0.08568303373412063 -1497 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.9192139070160293e+20 0.2766058628089719 0.06754698012772305 -1498 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.6302100024439446e+20 0.2349533017853738 0.057375450561580776 -1499 XGBoost_grid_1_AutoML_20190416_015849_model_1 room_count 1.1941409640791461e+20 0.17210504283923522 0.042027944709802714 -1500 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 1.0909358768839983e+20 0.15723065490075172 0.038395628401356775 -1501 XGBoost_grid_1_AutoML_20190416_015849_model_1 floor 9.076370850658333e+19 0.1308127969030803 0.031944403864521534 -1502 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 8.649875567899836e+19 0.12466595234135082 0.03044334823524846 -1503 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 8.110919597024503e+19 0.1168982730433301 0.028546485768727696 -1504 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_district 6.583434063252973e+19 0.0948834547652564 0.02317048080034622 -1505 XGBoost_grid_1_AutoML_20190416_015849_model_1 bathroom_count 4.9632174780134195e+19 0.07153215427398449 0.017468107704481123 -1506 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 2.648870845870506e+19 0.03817673491803345 0.009322734987112911 -1507 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 1.590147910901275e+19 0.02291793704082709 0.005596546010068677 -1508 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 1.4567769305497207e+19 0.020995733634580512 0.00512714513054774 -1509 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 4.833372301598654e+18 0.006966076636237693 0.0017011115937231721 -1510 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_central 4.72705447499504e+18 0.0068128465348291905 0.0016636928980032007 -1511 XGBoost_grid_1_AutoML_20190416_023844_model_5 supply_area 8.766150417872962e+20 1.0 0.250813232353097 -1512 XGBoost_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 6.730386870937793e+20 0.7677699503325279 0.19256686294647807 -1513 XGBoost_grid_1_AutoML_20190416_023844_model_5 city 6.498400120944963e+20 0.7413060250136284 0.1859293602964939 -1514 XGBoost_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 2.5387730522222258e+20 0.28961093880456584 0.07263825568638813 -1515 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 2.1706873455683987e+20 0.24762150340731878 0.062106749669723044 -1516 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 1.7328890832763643e+20 0.197679597163111 0.04958065873473797 -1517 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 1.260653061271223e+20 0.14380919801477815 0.03606924979619308 -1518 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_district 1.057816915397711e+20 0.12067063248663511 0.030265791384065585 -1519 XGBoost_grid_1_AutoML_20190416_023844_model_5 floor 9.574845442226861e+19 0.10922520132332068 0.027395125798319826 -1520 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 9.22669256197066e+19 0.10525364181703654 0.02639900612106603 -1521 XGBoost_grid_1_AutoML_20190416_023844_model_5 room_count 7.155409247919722e+19 0.08162544454326082 0.02047274158815371 -1522 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 5.1981985060319396e+19 0.05929853194662888 0.014872856471327373 -1523 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 3.825863298837276e+19 0.04364359629326999 0.01094639145782869 -1524 XGBoost_grid_1_AutoML_20190416_023844_model_5 bathroom_count 2.458933070902434e+19 0.02805031802658795 0.007035390932780868 -1525 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 1.8326290375863435e+19 0.0209057448278536 0.005243437435023 -1526 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 1.4851693994114548e+19 0.01694209349161293 0.004249301231459806 -1527 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_central 8.297275383011607e+18 0.009465130059934422 0.002373979864974615 -1528 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 3.6405154351593554e+18 0.00415292375971196 0.001041608231889333 -1529 GBM_2_AutoML_20190416_015849 supply_area 4.6790598688528505e+20 1.0 0.26077123751780273 -1530 GBM_2_AutoML_20190416_015849 city 3.45876803225775e+20 0.7392014911546162 0.19276248762339437 -1531 GBM_2_AutoML_20190416_015849 exclusive_use_area 2.912707281126519e+20 0.6224983998421498 0.1623296780796894 -1532 GBM_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.0844859657536039e+20 0.23177432991886115 0.06044007883780091 -1533 GBM_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.0790844609505264e+20 0.23061993032696157 0.060139044627631214 -1534 GBM_2_AutoML_20190416_015849 heat_fuel_gas 9.913399146167927e+19 0.2118673285665473 0.05524890545988946 -1535 GBM_2_AutoML_20190416_015849 total_household_count_in_sites 7.387021372310736e+19 0.15787405118459805 0.041169011699356564 -1536 GBM_2_AutoML_20190416_015849 bathroom_count 6.616611166914137e+19 0.1414089871121121 0.03687539656536449 -1537 GBM_2_AutoML_20190416_015849 room_count 5.439700957417125e+19 0.11625628031878033 0.030316294087944916 -1538 GBM_2_AutoML_20190416_015849 floor 3.826597772604631e+19 0.08178133812899438 0.02132622074975973 -1539 GBM_2_AutoML_20190416_015849 heat_type_individual 3.31444921462843e+19 0.07083579410239567 0.01847193768863799 -1540 GBM_2_AutoML_20190416_015849 total_household_count_of_area_type 3.0238520297467675e+19 0.06462520494502916 0.01685239466835688 -1541 GBM_2_AutoML_20190416_015849 heat_fuel_cogeneration 2.8240811023891694e+19 0.060355737723901785 0.0157390404175618 -1542 GBM_2_AutoML_20190416_015849 heat_type_district 1.9338903201649787e+19 0.041330745371272716 0.010777869617999983 -1543 GBM_2_AutoML_20190416_015849 front_door_structure_stairway 1.6958245023235703e+19 0.03624284685075701 0.009451092024440104 -1544 GBM_2_AutoML_20190416_015849 heat_type_central 6.120979032805736e+18 0.013081642903420248 0.00341131620869088 -1545 GBM_2_AutoML_20190416_015849 front_door_structure_corridor 4.649649955911238e+18 0.00993714567933318 0.0025913217761943997 -1546 GBM_2_AutoML_20190416_015849 front_door_structure_mixed 2.3804693372920136e+18 0.005087494932770812 0.0013266723494841952 -1547 GBM_grid_1_AutoML_20190416_022142_model_40 supply_area 7.255391182748742e+20 1.0 0.22565957460010516 -1548 GBM_grid_1_AutoML_20190416_022142_model_40 city 5.730196855287636e+20 0.7897846871320207 0.17822247652388892 -1549 GBM_grid_1_AutoML_20190416_022142_model_40 exclusive_use_area 5.527184083866238e+20 0.7618037325138735 0.17190830620785297 -1550 GBM_grid_1_AutoML_20190416_022142_model_40 apartment_building_count_in_sites 2.0574886652469995e+20 0.28358066621399036 0.06399269250266347 -1551 GBM_grid_1_AutoML_20190416_022142_model_40 bathroom_count 1.746548536130551e+20 0.24072424106964035 0.0543217298357082 -1552 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_in_sites 1.6001382714633408e+20 0.22054472752179302 0.04976802939286391 -1553 GBM_grid_1_AutoML_20190416_022142_model_40 total_parking_capacity_in_site 1.596485781796799e+20 0.22004131019052267 0.04965442845204313 -1554 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_individual 1.191080011668348e+20 0.16416482332481228 0.03704536419577856 -1555 GBM_grid_1_AutoML_20190416_022142_model_40 room_count 1.0850687948772554e+20 0.14955345170874323 0.033748168292572364 -1556 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_of_area_type 9.170403723893644e+19 0.12639433895305682 0.028522092760008305 -1557 GBM_grid_1_AutoML_20190416_022142_model_40 floor 8.689654139374168e+19 0.11976823744577268 0.027026849512617447 -1558 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_district 7.652817313209306e+19 0.1054776664751796 0.0238020453466008 -1559 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_cogeneration 6.473486418912582e+19 0.08922312051629543 0.02013405142020114 -1560 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_gas 5.761619930039242e+19 0.07941156837606134 0.017919980738069163 -1561 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_stairway 3.5697151326677893e+19 0.049200863781894456 0.011102645990980023 -1562 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_corridor 1.0783124938366648e+19 0.014862224057616431 0.0033538031584531727 -1563 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_central 8.245341050785235e+18 0.011364433485530474 0.002564493225915997 -1564 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_mixed 4.029498184932786e+18 0.005553798662867121 0.0012532678436772274 -1565 GBM_grid_1_AutoML_20190416_023844_model_24 supply_area 5.233697514368176e+20 1.0 0.16137356277126808 -1566 GBM_grid_1_AutoML_20190416_023844_model_24 exclusive_use_area 4.830267874498094e+20 0.9229168978981803 0.14893438795563602 -1567 GBM_grid_1_AutoML_20190416_023844_model_24 city 4.7846157998691136e+20 0.9141941785389414 0.1475267716555817 -1568 GBM_grid_1_AutoML_20190416_023844_model_24 room_count 2.4120818688922013e+20 0.46087529175506686 0.07437308782376276 -1569 GBM_grid_1_AutoML_20190416_023844_model_24 total_parking_capacity_in_site 2.3497170415991652e+20 0.4489592749960118 0.07245015774531191 -1570 GBM_grid_1_AutoML_20190416_023844_model_24 apartment_building_count_in_sites 2.33828018552983e+20 0.4467740405536434 0.07209751867785644 -1571 GBM_grid_1_AutoML_20190416_023844_model_24 bathroom_count 1.954398103183001e+20 0.3734258806164384 0.06026106478607288 -1572 GBM_grid_1_AutoML_20190416_023844_model_24 heat_fuel_cogeneration 1.895023771595655e+20 0.36208125639535105 0.05843034235721479 -1573 GBM_grid_1_AutoML_20190416_023844_model_24 total_household_count_in_sites 1.540535417379278e+20 0.2943493415792592 0.04750020195002201 -1574 GBM_grid_1_AutoML_20190416_023844_model_24 total_household_count_of_area_type 1.2207209979736542e+20 0.23324255836765195 0.03763918263367344 -1575 GBM_grid_1_AutoML_20190416_023844_model_24 floor 1.1894200129931969e+20 0.2272618946218917 0.03667406161728315 -1576 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_individual 8.711084940413475e+19 0.16644226985794952 0.026859382082714153 -1577 GBM_grid_1_AutoML_20190416_023844_model_24 heat_fuel_gas 6.01897865851091e+19 0.11500432804889633 0.018558658151366078 -1578 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_district 4.597707707201146e+19 0.08784817415563215 0.014176372846445193 -1579 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_stairway 3.132752279310539e+19 0.059857343125202224 0.009659392718136152 -1580 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_corridor 2.5084242882918875e+19 0.04792833902619437 0.007734366826366195 -1581 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_central 1.2346316012738576e+19 0.023590045047204168 0.0038068096152020434 -1582 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_mixed 6.307015300713808e+18 0.012050782995003114 0.0019446777860870647 -1583 GBM_grid_1_AutoML_20190416_023844_model_31 supply_area 6.809085867051209e+20 1.0 0.2924405479721707 -1584 GBM_grid_1_AutoML_20190416_023844_model_31 city 4.5582990114383987e+20 0.669443608208226 0.19577245562088075 -1585 GBM_grid_1_AutoML_20190416_023844_model_31 exclusive_use_area 3.932193813805075e+20 0.5774921759810291 0.16888212839353337 -1586 GBM_grid_1_AutoML_20190416_023844_model_31 apartment_building_count_in_sites 1.4624335880211399e+20 0.21477678745362505 0.06280944141464054 -1587 GBM_grid_1_AutoML_20190416_023844_model_31 total_parking_capacity_in_site 1.2620688804040776e+20 0.18535070713547017 0.054204062361726216 -1588 GBM_grid_1_AutoML_20190416_023844_model_31 heat_fuel_cogeneration 8.905321146139175e+19 0.13078585466562453 0.03824708700542391 -1589 GBM_grid_1_AutoML_20190416_023844_model_31 total_household_count_in_sites 8.102309981174366e+19 0.11899262455157156 0.03479826832850835 -1590 GBM_grid_1_AutoML_20190416_023844_model_31 bathroom_count 5.904541048487333e+19 0.08671562033105033 0.025359163527359063 -1591 GBM_grid_1_AutoML_20190416_023844_model_31 heat_fuel_gas 5.750725089221935e+19 0.08445663928324618 0.024698545871880466 -1592 GBM_grid_1_AutoML_20190416_023844_model_31 floor 5.502520454758479e+19 0.08081144168536443 0.02363254228888909 -1593 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_district 5.3366129462201025e+19 0.07837488101073417 0.022919993150032774 -1594 GBM_grid_1_AutoML_20190416_023844_model_31 total_household_count_of_area_type 4.3329822508233785e+19 0.06363530047095514 0.018609542140099855 -1595 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_individual 3.979929067144505e+19 0.05845026990191388 0.01709322895923697 -1596 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_stairway 2.6651601106360074e+19 0.039141232210516984 0.011446483395949563 -1597 GBM_grid_1_AutoML_20190416_023844_model_31 room_count 8.812844081857167e+18 0.012942771252896125 0.0037849911174754006 -1598 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_corridor 5.441291181084377e+18 0.007991221270118629 0.0023369571272003576 -1599 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_central 4.298156979232178e+18 0.006312384750544449 0.0018459972554603925 -1600 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_mixed 2.6044263868525445e+18 0.0038249281000482314 0.0011185640695322585 -1601 XGBoost_grid_1_AutoML_20190416_022142_model_18 supply_area 9.892003881344429e+20 1.0 0.28743555419385614 -1602 XGBoost_grid_1_AutoML_20190416_022142_model_18 city 6.539704462714927e+20 0.6611101796116674 0.1900265708598794 -1603 XGBoost_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 6.40956239617043e+20 0.6479538901373036 0.18624498550368085 -1604 XGBoost_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 1.945623824471488e+20 0.19668652052803853 0.056534699030438014 -1605 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 1.9100274433854957e+20 0.19308802001055247 0.05550036203992753 -1606 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 1.833445139096944e+20 0.1853461807222582 0.05327508217361689 -1607 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 1.2049472282397193e+20 0.12181022598587518 0.03501258981272889 -1608 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 1.1331211473701359e+20 0.11454920165439043 0.032925513259993495 -1609 XGBoost_grid_1_AutoML_20190416_022142_model_18 floor 9.957343547297576e+19 0.10066053012854527 0.02893341526294576 -1610 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_district 7.805872850232934e+19 0.07891093598289241 0.022681808616198583 -1611 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 6.023155923087157e+19 0.060889138291245246 0.017501703209130425 -1612 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 2.8521758235021017e+19 0.028833145009992258 0.008287671015098943 -1613 XGBoost_grid_1_AutoML_20190416_022142_model_18 bathroom_count 2.4878994848338674e+19 0.02515061169280228 0.007229180010235102 -1614 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 2.338236600888905e+19 0.023637643382840176 0.006794299125583402 -1615 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.5811642411953684e+19 0.015984266283774157 0.004594446437658794 -1616 XGBoost_grid_1_AutoML_20190416_022142_model_18 room_count 1.4861277337462243e+19 0.015023525582606664 0.004318295401782121 -1617 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_central 5.001097302857744e+18 0.005055696866728324 0.0014531870307241976 -1618 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 4.304027821568688e+18 0.004351017117659809 0.0012506370165215018 -1619 GBM_grid_1_AutoML_20190416_023844_model_58 supply_area 7.100575019745789e+21 1.0 0.35637428214567846 -1620 GBM_grid_1_AutoML_20190416_023844_model_58 city 3.598243246080019e+21 0.5067537820632506 0.18059401530739855 -1621 GBM_grid_1_AutoML_20190416_023844_model_58 exclusive_use_area 2.731642309907902e+21 0.3847071965737359 0.13709975101524155 -1622 GBM_grid_1_AutoML_20190416_023844_model_58 apartment_building_count_in_sites 1.1183624291787777e+21 0.15750307912651512 0.05613004675944583 -1623 GBM_grid_1_AutoML_20190416_023844_model_58 total_parking_capacity_in_site 1.0407868700661582e+21 0.14657782886200954 0.05223656853917076 -1624 GBM_grid_1_AutoML_20190416_023844_model_58 floor 7.207126668492166e+20 0.10150060591501492 0.03617220557031485 -1625 GBM_grid_1_AutoML_20190416_023844_model_58 heat_fuel_cogeneration 6.589777453696869e+20 0.09280625069619775 0.03307376097048934 -1626 GBM_grid_1_AutoML_20190416_023844_model_58 total_household_count_in_sites 6.244887572108185e+20 0.08794904010931444 0.031342776034358415 -1627 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_district 5.916194464366875e+20 0.0833199346238114 0.02969308188998565 -1628 GBM_grid_1_AutoML_20190416_023844_model_58 total_household_count_of_area_type 5.5439223452000584e+20 0.07807708995092821 0.02782466688328561 -1629 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_individual 4.461232365719729e+20 0.06282917021950496 0.022390700434784718 -1630 GBM_grid_1_AutoML_20190416_023844_model_58 bathroom_count 2.8868648875928532e+20 0.04065677610003207 0.014489029397006506 -1631 GBM_grid_1_AutoML_20190416_023844_model_58 room_count 1.5986730182877014e+20 0.022514697948292875 0.008023659319049652 -1632 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_stairway 1.2338436252706957e+20 0.01737667191515525 0.006192598979844424 -1633 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_corridor 7.777764055371167e+19 0.010953710134379542 0.0039036205859713526 -1634 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_central 5.682953831313729e+19 0.00800351213177829 0.002852245890606717 -1635 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_mixed 3.2018458099023086e+19 0.004509276785328493 0.001606990277367614 -1636 GBM_grid_1_AutoML_20190416_023844_model_58 heat_fuel_gas 0.0 0.0 0.0 -1637 DRF_1_AutoML_20190416_015849 supply_area 8.104159271771355e+20 1.0 0.19038352571033704 -1638 DRF_1_AutoML_20190416_015849 city 7.944261781751333e+20 0.9802697004515962 0.18662720171899086 -1639 DRF_1_AutoML_20190416_015849 exclusive_use_area 6.67112020352904e+20 0.8231723957802853 0.1567184629760757 -1640 DRF_1_AutoML_20190416_015849 apartment_building_count_in_sites 2.828501930781201e+20 0.34901855157678374 0.0664473823875032 -1641 DRF_1_AutoML_20190416_015849 floor 2.4945389077884253e+20 0.307809709080802 0.05860189766267623 -1642 DRF_1_AutoML_20190416_015849 total_household_count_in_sites 2.2499558007440723e+20 0.2776297608786126 0.05285613271818806 -1643 DRF_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.151912612778077e+20 0.265531875746036 0.05055289469300946 -1644 DRF_1_AutoML_20190416_015849 bathroom_count 1.9397209423661446e+20 0.23934881797333837 0.04556807184036584 -1645 DRF_1_AutoML_20190416_015849 room_count 1.8112803920558634e+20 0.22350009807494384 0.04255073666811392 -1646 DRF_1_AutoML_20190416_015849 heat_type_district 1.6939577514819322e+20 0.2090232551798896 0.03979458427659885 -1647 DRF_1_AutoML_20190416_015849 total_household_count_of_area_type 1.4974030715574393e+20 0.18476969927938577 0.03517710679324818 -1648 DRF_1_AutoML_20190416_015849 heat_fuel_gas 9.44165588129389e+19 0.11650382926433026 0.022180409774098332 -1649 DRF_1_AutoML_20190416_015849 heat_fuel_cogeneration 8.183208528308915e+19 0.10097541588074295 0.0192240556854434 -1650 DRF_1_AutoML_20190416_015849 heat_type_individual 4.053117838745089e+19 0.05001281074106018 0.00952161523956685 -1651 DRF_1_AutoML_20190416_015849 front_door_structure_corridor 3.575069534392733e+19 0.04411400880095632 0.008398580528742901 -1652 DRF_1_AutoML_20190416_015849 front_door_structure_stairway 2.625737121222099e+19 0.03239987064874383 0.006168401606666715 -1653 DRF_1_AutoML_20190416_015849 front_door_structure_mixed 2.1319750364902195e+19 0.026307170984612525 0.005008451963515211 -1654 DRF_1_AutoML_20190416_015849 heat_type_central 1.796558019320873e+19 0.022168345402325648 0.004220487756859297 -1655 XRT_1_AutoML_20190416_023643 supply_area 1.2744664809376705e+21 1.0 0.27436256158678995 -1656 XRT_1_AutoML_20190416_023643 city 7.367980469745562e+20 0.5781227344892331 0.15861523434602565 -1657 XRT_1_AutoML_20190416_023643 exclusive_use_area 6.258056378893593e+20 0.4910334224160464 0.13472118759879478 -1658 XRT_1_AutoML_20190416_023643 apartment_building_count_in_sites 4.050355601653325e+20 0.3178079347111062 0.08719459905994639 -1659 XRT_1_AutoML_20190416_023643 floor 2.4173494971594808e+20 0.18967540797000407 0.052039830800669755 -1660 XRT_1_AutoML_20190416_023643 total_parking_capacity_in_site 2.205947539979082e+20 0.17308792133599996 0.04748884547747775 -1661 XRT_1_AutoML_20190416_023643 total_household_count_in_sites 2.060226537161092e+20 0.16165403860957642 0.04435181612377324 -1662 XRT_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.8691987943261733e+20 0.14666519851906476 0.04023943956132568 -1663 XRT_1_AutoML_20190416_023643 room_count 1.506102759400124e+20 0.11817515657940492 0.03242283867504553 -1664 XRT_1_AutoML_20190416_023643 total_household_count_of_area_type 1.4872064646042354e+20 0.11669247381932277 0.03201604603496882 -1665 XRT_1_AutoML_20190416_023643 bathroom_count 1.1626441780680144e+20 0.09122595183614524 0.02502898582895793 -1666 XRT_1_AutoML_20190416_023643 heat_fuel_gas 1.044977258413194e+20 0.08199331045916303 0.022495894690556906 -1667 XRT_1_AutoML_20190416_023643 heat_type_district 5.534268193303534e+19 0.04342419574057197 0.011913973578229499 -1668 XRT_1_AutoML_20190416_023643 front_door_structure_stairway 4.805591051250801e+19 0.037706688431030026 0.010345303626892375 -1669 XRT_1_AutoML_20190416_023643 front_door_structure_corridor 3.5914586348140364e+19 0.02818009487524279 0.007731563015730384 -1670 XRT_1_AutoML_20190416_023643 heat_type_individual 3.270625319973185e+19 0.025662701757105996 0.007040884591317416 -1671 XRT_1_AutoML_20190416_023643 front_door_structure_mixed 3.1598350099212665e+19 0.024793394390384145 0.006802379195377343 -1672 XRT_1_AutoML_20190416_023643 heat_type_central 2.4102112917500985e+19 0.018911531435309464 0.005188616208120607 -1673 XGBoost_grid_1_AutoML_20190416_022142_model_21 supply_area 9.916188211343408e+20 1.0 0.29519532238203056 -1674 XGBoost_grid_1_AutoML_20190416_022142_model_21 city 6.257665128675966e+20 0.6310555019032057 0.1862846323252709 -1675 XGBoost_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 5.80512830883778e+20 0.5854193350421818 0.1728130493364508 -1676 XGBoost_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 2.008125343050089e+20 0.20250980520447742 0.05977994723285793 -1677 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.6701140062047725e+20 0.16842298377256312 0.04971767699128527 -1678 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.4053129913879442e+20 0.14171907203015438 0.041834807155623634 -1679 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 1.3634016312385182e+20 0.13749251246349725 0.04058714654177743 -1680 XGBoost_grid_1_AutoML_20190416_022142_model_21 floor 9.142632699003929e+19 0.09219906383528917 0.027216732372179604 -1681 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 9.105788504161806e+19 0.09182750780935599 0.02710705077132127 -1682 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 8.157047188442264e+19 0.0822599068774349 0.024282739729800207 -1683 XGBoost_grid_1_AutoML_20190416_022142_model_21 room_count 5.090258130119216e+19 0.051332810769932 0.015153205624005846 -1684 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_district 5.063439282299155e+19 0.05106235555822694 0.015073368510596671 -1685 XGBoost_grid_1_AutoML_20190416_022142_model_21 bathroom_count 4.933437865282083e+19 0.04975135364654116 0.014686366878633129 -1686 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 4.928286873208278e+19 0.04969940836309129 0.014671032873938918 -1687 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.577758174074844e+19 0.0159109341255746 0.004696833328598246 -1688 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 1.349256458127645e+19 0.013606603962843227 0.004016605843336121 -1689 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 1.2707663912137392e+19 0.012815069300117493 0.0037829485133962465 -1690 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_central 1.0415298716456976e+19 0.01050332899545273 0.003100533588897198 -1691 DRF_1_AutoML_20190416_023844 supply_area 1.0142946563643838e+21 1.0 0.23588490380384952 -1692 DRF_1_AutoML_20190416_023844 city 6.392402977902706e+20 0.6302313571103193 0.14866206304613722 -1693 DRF_1_AutoML_20190416_023844 exclusive_use_area 4.940780228010511e+20 0.48711488293945454 0.11490304730359666 -1694 DRF_1_AutoML_20190416_023844 apartment_building_count_in_sites 3.8480144998951027e+20 0.37937836660678503 0.08948962951230305 -1695 DRF_1_AutoML_20190416_023844 room_count 2.7169437218084435e+20 0.26786532934591206 0.06318538744514693 -1696 DRF_1_AutoML_20190416_023844 floor 2.2855118957240228e+20 0.22533017219238471 0.053151985991705515 -1697 DRF_1_AutoML_20190416_023844 total_parking_capacity_in_site 2.152119320964099e+20 0.21217890752556162 0.05004980119087299 -1698 DRF_1_AutoML_20190416_023844 total_household_count_in_sites 2.1382593171890058e+20 0.21081244032708768 0.04972747220720985 -1699 DRF_1_AutoML_20190416_023844 bathroom_count 1.9491412061492085e+20 0.1921671571390969 0.04532933137601511 -1700 DRF_1_AutoML_20190416_023844 heat_type_district 1.5583749495594785e+20 0.1536412461389952 0.03624165056580045 -1701 DRF_1_AutoML_20190416_023844 total_household_count_of_area_type 1.4397818013094196e+20 0.1419490669969753 0.03348364201362771 -1702 DRF_1_AutoML_20190416_023844 heat_fuel_cogeneration 9.922780179376112e+19 0.09782936464383155 0.02307647026820192 -1703 DRF_1_AutoML_20190416_023844 heat_type_individual 8.727541550848724e+19 0.08604542571614779 0.020296816967814803 -1704 DRF_1_AutoML_20190416_023844 front_door_structure_stairway 4.805045253678773e+19 0.047373267950576364 0.011174638753395694 -1705 DRF_1_AutoML_20190416_023844 heat_fuel_gas 4.694065827626877e+19 0.04627911424134074 0.010916544410946024 -1706 DRF_1_AutoML_20190416_023844 front_door_structure_corridor 3.2912536974265418e+19 0.032448694043441396 0.007654157072997719 -1707 DRF_1_AutoML_20190416_023844 heat_type_central 1.5958720783866397e+19 0.015733811357212996 0.003711368578464103 -1708 DRF_1_AutoML_20190416_023844 front_door_structure_mixed 1.3162549464734368e+19 0.01297704703672001 0.00306108949191473 -1709 GBM_grid_1_AutoML_20190416_022142_model_18 supply_area 3.072990110389658e+21 1.0 0.20706394340982595 -1710 GBM_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 2.4513320766508745e+21 0.7977025595894427 0.16517543765670167 -1711 GBM_grid_1_AutoML_20190416_022142_model_18 city 2.3130107694956308e+21 0.7526905998413184 0.1558550837706507 -1712 GBM_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 9.939877849070819e+20 0.3234594805712028 0.06697679558036722 -1713 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 8.38915901887787e+20 0.2729966162440437 0.056527755897030636 -1714 GBM_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 8.037211855935609e+20 0.2615436941616608 0.05415626868708695 -1715 GBM_grid_1_AutoML_20190416_022142_model_18 bathroom_count 7.038918629784761e+20 0.22905764017874497 0.04742957824355992 -1716 GBM_grid_1_AutoML_20190416_022142_model_18 floor 6.909205108892306e+20 0.22483655529943153 0.04655554376298169 -1717 GBM_grid_1_AutoML_20190416_022142_model_18 room_count 6.862105901039312e+20 0.22330387194670112 0.04623818030396674 -1718 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 4.3056354615001245e+20 0.14011224595038366 0.02901219416649386 -1719 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 4.044120227231742e+20 0.13160212307741348 0.027250054565514492 -1720 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 3.5096425232358756e+20 0.11420936602984542 0.02364864170447601 -1721 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 3.1446454766858666e+20 0.10233177991865136 0.021189221886102387 -1722 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_district 2.984411624068675e+20 0.09711751476122546 0.020109535580621327 -1723 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 1.5140380667591786e+20 0.049269213774566854 0.010201877692863529 -1724 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 1.2043096874174697e+20 0.03919015825484586 0.008114868711103528 -1725 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.1267231331885724e+20 0.03666536801986983 0.007592075688766769 -1726 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_central 1.0244504318537787e+20 0.03333725118054081 0.006902942691886655 -1727 GBM_grid_1_AutoML_20190416_023844_model_28 supply_area 4.518680704778932e+20 1.0 0.258856065972489 -1728 GBM_grid_1_AutoML_20190416_023844_model_28 city 3.284745776062666e+20 0.726925842002675 0.18816916371455156 -1729 GBM_grid_1_AutoML_20190416_023844_model_28 exclusive_use_area 3.033089906541016e+20 0.671233509226097 0.1737528655471759 -1730 GBM_grid_1_AutoML_20190416_023844_model_28 apartment_building_count_in_sites 1.2133413398108124e+20 0.26851672403575433 0.06950718283171585 -1731 GBM_grid_1_AutoML_20190416_023844_model_28 total_parking_capacity_in_site 9.755539183135569e+19 0.21589352779049345 0.055885349272769363 -1732 GBM_grid_1_AutoML_20190416_023844_model_28 total_household_count_in_sites 8.017632632477476e+19 0.17743304199382956 0.04592961922405416 -1733 GBM_grid_1_AutoML_20190416_023844_model_28 heat_fuel_gas 7.418123477627961e+19 0.16416569264968411 0.04249528536694599 -1734 GBM_grid_1_AutoML_20190416_023844_model_28 bathroom_count 6.294999177938495e+19 0.1393105552087568 0.036061382269782026 -1735 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_individual 3.975508590596194e+19 0.08797940926411814 0.022774003768693176 -1736 GBM_grid_1_AutoML_20190416_023844_model_28 total_household_count_of_area_type 3.95114033429212e+19 0.08744013114521272 0.022634408356368273 -1737 GBM_grid_1_AutoML_20190416_023844_model_28 heat_fuel_cogeneration 3.6635852781821886e+19 0.0810764361887221 0.020987127314882142 -1738 GBM_grid_1_AutoML_20190416_023844_model_28 floor 3.414175359072364e+19 0.07555690658695027 0.019558363596148792 -1739 GBM_grid_1_AutoML_20190416_023844_model_28 room_count 2.9104752285416686e+19 0.0644098447908383 0.01667287903245502 -1740 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_district 2.2577668632891884e+19 0.04996517813045269 0.012933789446463628 -1741 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_stairway 1.3987752732589556e+19 0.03095539084626224 0.008012990695104241 -1742 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_central 3.6696173089233306e+18 0.008120992715954378 0.0021021682262431893 -1743 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_corridor 3.273330778284491e+18 0.007243996626764609 0.0018751524687222675 -1744 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_mixed 3.1285311442203443e+18 0.0069235499222408585 0.0017922028954354009 -1745 XRT_1_AutoML_20190416_021340 supply_area 9.860220430661703e+20 1.0 0.26502373966124687 -1746 XRT_1_AutoML_20190416_021340 city 5.8192942407281856e+20 0.5901789195941598 0.15641142434007854 -1747 XRT_1_AutoML_20190416_021340 exclusive_use_area 5.5457804318900696e+20 0.5624398025265953 0.1490598997999315 -1748 XRT_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.7811268774510304e+20 0.2820552437958421 0.07475133550183878 -1749 XRT_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.145355125430021e+20 0.21757679156530274 0.05766301496413216 -1750 XRT_1_AutoML_20190416_021340 floor 1.9394063940796704e+20 0.19668996324350124 0.05212750961262588 -1751 XRT_1_AutoML_20190416_021340 total_household_count_in_sites 1.56257789872735e+20 0.15847291748856854 0.04199908522784864 -1752 XRT_1_AutoML_20190416_021340 total_household_count_of_area_type 1.2361198782229827e+20 0.12536432495759414 0.03322452222036938 -1753 XRT_1_AutoML_20190416_021340 heat_fuel_gas 1.2253840707675174e+20 0.12427552501331696 0.03293596438739408 -1754 XRT_1_AutoML_20190416_021340 heat_type_individual 1.0732930253437744e+20 0.10885081453211969 0.028848049932475153 -1755 XRT_1_AutoML_20190416_021340 bathroom_count 9.67953654137718e+19 0.09816754716027785 0.02601673046178865 -1756 XRT_1_AutoML_20190416_021340 room_count 9.568850904832226e+19 0.09704499987724996 0.025719228782894028 -1757 XRT_1_AutoML_20190416_021340 heat_fuel_cogeneration 8.0543976624824e+19 0.08168577689638812 0.021648670070215058 -1758 XRT_1_AutoML_20190416_021340 front_door_structure_stairway 4.087183787606147e+19 0.04145124154523453 0.010985563047919695 -1759 XRT_1_AutoML_20190416_021340 front_door_structure_corridor 3.458817950085651e+19 0.03507850533777099 0.009296636666343075 -1760 XRT_1_AutoML_20190416_021340 heat_type_district 3.2901405518545814e+19 0.03336781946196091 0.008843264298150213 -1761 XRT_1_AutoML_20190416_021340 front_door_structure_mixed 1.212567481536951e+19 0.012297569715239902 0.003259147914677773 -1762 XRT_1_AutoML_20190416_021340 heat_type_central 8.133815937112474e+18 0.008249121806465158 0.0021862131100705367 -1763 XGBoost_3_AutoML_20190416_021340 supply_area 8.3377835024412e+20 1.0 0.26619859842624344 -1764 XGBoost_3_AutoML_20190416_021340 city 6.222853007243834e+20 0.7463437981355427 0.19867567300780065 -1765 XGBoost_3_AutoML_20190416_021340 exclusive_use_area 5.4932909782330665e+20 0.6588430818124144 0.17538310496129156 -1766 XGBoost_3_AutoML_20190416_021340 apartment_building_count_in_sites 1.6588657383698334e+20 0.19895764118655013 0.052962245230051094 -1767 XGBoost_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.6323219443785767e+20 0.19577408599067764 0.05211478729889725 -1768 XGBoost_3_AutoML_20190416_021340 heat_fuel_cogeneration 1.4370573874176511e+20 0.17235484550503122 0.04588061830541104 -1769 XGBoost_3_AutoML_20190416_021340 total_household_count_in_sites 1.297062113391537e+20 0.15556437907170093 0.04141101967393563 -1770 XGBoost_3_AutoML_20190416_021340 bathroom_count 9.981732474420252e+19 0.11971685846121723 0.03186845993036899 -1771 XGBoost_3_AutoML_20190416_021340 heat_type_individual 8.62302285512164e+19 0.1034210453245389 0.02753053731316925 -1772 XGBoost_3_AutoML_20190416_021340 room_count 7.64843422005634e+19 0.09173222377166514 0.02441898939853979 -1773 XGBoost_3_AutoML_20190416_021340 floor 7.085224781890873e+19 0.08497731777056104 0.02262084288854486 -1774 XGBoost_3_AutoML_20190416_021340 heat_type_district 6.3245241437768385e+19 0.0758537822662953 0.02019217052461725 -1775 XGBoost_3_AutoML_20190416_021340 total_household_count_of_area_type 4.9916970281960735e+19 0.059868393401370595 0.015936882413475816 -1776 XGBoost_3_AutoML_20190416_021340 heat_fuel_gas 1.8288666187472568e+19 0.02193468585759977 0.005838982632213004 -1777 XGBoost_3_AutoML_20190416_021340 front_door_structure_stairway 1.6939858989796033e+19 0.020316981107552447 0.005408351895082928 -1778 XGBoost_3_AutoML_20190416_021340 front_door_structure_mixed 1.5969848941051118e+19 0.01915359032334594 0.005098658898905148 -1779 XGBoost_3_AutoML_20190416_021340 heat_type_central 1.492947454617505e+19 0.017905807390901772 0.004766500831148323 -1780 XGBoost_3_AutoML_20190416_021340 front_door_structure_corridor 1.1568896420714906e+19 0.013875266031227216 0.0036935763703039503 -1781 GBM_grid_1_AutoML_20190416_023844_model_25 supply_area 3.479396981457153e+20 1.0 0.1891839422162054 -1782 GBM_grid_1_AutoML_20190416_023844_model_25 city 3.0025980741576714e+20 0.8629650741664434 0.16325913472570786 -1783 GBM_grid_1_AutoML_20190416_023844_model_25 exclusive_use_area 2.185690841436379e+20 0.6281809328123931 0.11884174529450178 -1784 GBM_grid_1_AutoML_20190416_023844_model_25 room_count 1.4500105140021546e+20 0.4167419014644595 0.07884087580572388 -1785 GBM_grid_1_AutoML_20190416_023844_model_25 apartment_building_count_in_sites 1.3120764284539345e+20 0.37709880058137085 0.07134103769898643 -1786 GBM_grid_1_AutoML_20190416_023844_model_25 total_parking_capacity_in_site 1.2886349285106804e+20 0.370361569943941 0.07006646184737765 -1787 GBM_grid_1_AutoML_20190416_023844_model_25 total_household_count_in_sites 1.2683426937521675e+20 0.36452945740643605 0.06896311980608391 -1788 GBM_grid_1_AutoML_20190416_023844_model_25 bathroom_count 8.988082705775827e+19 0.25832300118889184 0.04887056373003607 -1789 GBM_grid_1_AutoML_20190416_023844_model_25 total_household_count_of_area_type 8.022359652867611e+19 0.23056752924778046 0.04361967413014535 -1790 GBM_grid_1_AutoML_20190416_023844_model_25 heat_fuel_gas 7.723984742633387e+19 0.22199205160540844 0.041997331463374483 -1791 GBM_grid_1_AutoML_20190416_023844_model_25 floor 7.23182002839434e+19 0.2078469363207211 0.03932130279071463 -1792 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_district 3.767145859476829e+19 0.10827007896923473 0.0204829603634597 -1793 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_individual 2.4125824985265603e+19 0.06933909845251932 0.01311784399496519 -1794 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_corridor 2.2494739067878506e+19 0.06465125763964372 0.012230979789503367 -1795 GBM_grid_1_AutoML_20190416_023844_model_25 heat_fuel_cogeneration 1.8282817885124428e+19 0.052545938225961444 0.009940847741036589 -1796 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_stairway 1.0845738827033608e+19 0.031171317572654417 0.005897112742468041 -1797 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_central 4.814050583763747e+18 0.013835876186073048 0.002617525600896616 -1798 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_mixed 2.588692925214884e+18 0.007440061996405921 0.0014075402588130436 -1799 XRT_1_AutoML_20190416_023844 supply_area 1.258150643175149e+21 1.0 0.26783701138475424 -1800 XRT_1_AutoML_20190416_023844 exclusive_use_area 7.197991398123021e+20 0.5721088676597352 0.15323192930069937 -1801 XRT_1_AutoML_20190416_023844 city 6.813685168170661e+20 0.5415635405133372 0.14505076016603852 -1802 XRT_1_AutoML_20190416_023844 apartment_building_count_in_sites 3.528997094478221e+20 0.2804908230680723 0.07512582377140238 -1803 XRT_1_AutoML_20190416_023844 floor 2.538531511507836e+20 0.20176689693544458 0.054040642671565206 -1804 XRT_1_AutoML_20190416_023844 total_parking_capacity_in_site 2.327517637951577e+20 0.18499514748708512 0.04954854742362271 -1805 XRT_1_AutoML_20190416_023844 total_household_count_in_sites 2.0446154071871377e+20 0.16250958645359162 0.04352608195710232 -1806 XRT_1_AutoML_20190416_023844 bathroom_count 1.7657607865877974e+20 0.1403457365114571 0.03758978262782085 -1807 XRT_1_AutoML_20190416_023844 total_household_count_of_area_type 1.5845822050317055e+20 0.12594534793009787 0.033732825587410455 -1808 XRT_1_AutoML_20190416_023844 heat_fuel_gas 1.5151597445413706e+20 0.1204275301022473 0.03225494975103345 -1809 XRT_1_AutoML_20190416_023844 heat_type_individual 1.513698361646661e+20 0.12031137684964302 0.032223839610993295 -1810 XRT_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.0700881688511329e+20 0.08505246765606624 0.022780198747899254 -1811 XRT_1_AutoML_20190416_023844 heat_type_district 7.298689246963119e+19 0.058011250771558505 0.015537560033345749 -1812 XRT_1_AutoML_20190416_023844 room_count 5.835088417397932e+19 0.04637829697938342 0.01242182445607263 -1813 XRT_1_AutoML_20190416_023844 front_door_structure_stairway 4.1030449025437925e+19 0.032611714064613814 0.008734624031200322 -1814 XRT_1_AutoML_20190416_023844 front_door_structure_corridor 3.3131882946936963e+19 0.02633379645486906 0.007053165340886565 -1815 XRT_1_AutoML_20190416_023844 front_door_structure_mixed 2.4455089135365915e+19 0.019437329915954656 0.005206036353988771 -1816 XRT_1_AutoML_20190416_023844 heat_type_central 1.928019367877306e+19 0.015324233058544036 0.004104396784163886 -1817 GBM_grid_1_AutoML_20190416_015849_model_8 supply_area 5.779296576168857e+21 1.0 0.23762301109248513 -1818 GBM_grid_1_AutoML_20190416_015849_model_8 exclusive_use_area 4.382943689753613e+21 0.7583870514323219 0.18021021473489973 -1819 GBM_grid_1_AutoML_20190416_015849_model_8 city 3.793231939971582e+21 0.656348379076636 0.15596347816186212 -1820 GBM_grid_1_AutoML_20190416_015849_model_8 apartment_building_count_in_sites 1.6539638516504173e+21 0.286187744451565 0.06800479357434752 -1821 GBM_grid_1_AutoML_20190416_015849_model_8 total_parking_capacity_in_site 1.437249793156419e+21 0.24868939917064847 0.05909432385771046 -1822 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_in_sites 1.19553428280605e+21 0.20686501671083635 0.049155888160526184 -1823 GBM_grid_1_AutoML_20190416_015849_model_8 floor 8.546248092317762e+20 0.14787696010546564 0.03513896853146404 -1824 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_gas 8.0250486185045e+20 0.13885857063636575 0.03299599167061177 -1825 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_cogeneration 7.748274977592354e+20 0.13406951651421822 0.03185800220982219 -1826 GBM_grid_1_AutoML_20190416_015849_model_8 room_count 7.32855778819491e+20 0.12680708961042922 0.030132282461104776 -1827 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_of_area_type 6.827010897255586e+20 0.11812875160978963 0.02807010965411446 -1828 GBM_grid_1_AutoML_20190416_015849_model_8 bathroom_count 6.614504326713458e+20 0.1144517198509696 0.027196362295700948 -1829 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_district 5.2482543446324884e+20 0.09081129987815229 0.021578854518269176 -1830 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_individual 4.557220258590155e+20 0.078854237683216 0.018737581395688294 -1831 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_corridor 2.0854276955134388e+20 0.03608445540090081 0.008574496945994539 -1832 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_stairway 1.8326548980998288e+20 0.03171069132629132 0.007535189956777694 -1833 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_central 1.0623596576390303e+20 0.018382161974862296 0.004368024678856562 -1834 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_mixed 9.150703114351804e+19 0.015833593230160686 0.00376242609976437 -1835 XGBoost_grid_1_AutoML_20190416_023643_model_2 supply_area 7.142137614806884e+20 1.0 0.26569619004551365 -1836 XGBoost_grid_1_AutoML_20190416_023643_model_2 exclusive_use_area 5.59679530851283e+20 0.7836302813473808 0.208207580158293 -1837 XGBoost_grid_1_AutoML_20190416_023643_model_2 city 4.8290656245038186e+20 0.6761372973957169 0.17964710386571237 -1838 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_parking_capacity_in_site 1.7632519649360033e+20 0.2468801442974828 0.06559511373772782 -1839 XGBoost_grid_1_AutoML_20190416_023643_model_2 apartment_building_count_in_sites 1.7487313745749423e+20 0.2448470568460513 0.06505493014785312 -1840 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_household_count_in_sites 1.2350279312352058e+20 0.17292132941750937 0.045944538403837436 -1841 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_fuel_cogeneration 1.034583003249781e+20 0.144856212390099 0.038487743736473026 -1842 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_household_count_of_area_type 9.73705067521219e+19 0.13633244275531184 0.03622301061968444 -1843 XGBoost_grid_1_AutoML_20190416_023643_model_2 floor 7.082437300012135e+19 0.09916411139053131 0.026347526585713092 -1844 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_district 6.3988647637586805e+19 0.08959313176061925 0.023804553763042236 -1845 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_individual 5.421125807977477e+19 0.07590340735998348 0.02016724614702021 -1846 XGBoost_grid_1_AutoML_20190416_023643_model_2 bathroom_count 1.9241185205242823e+19 0.026940373096917825 0.007157954490255721 -1847 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_fuel_gas 1.394646936950145e+19 0.019527024151128104 0.005188255919881467 -1848 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_stairway 1.3233753837749142e+19 0.018529121884060713 0.004923117089483881 -1849 XGBoost_grid_1_AutoML_20190416_023643_model_2 room_count 7.004711503630696e+18 0.009807584061540232 0.002605837718702344 -1850 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_corridor 6.156046856662024e+18 0.008619333858674855 0.0022901241669802046 -1851 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_mixed 3.67726193839335e+18 0.005148685361046183 0.0013679860841730805 -1852 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_central 3.470820383941198e+18 0.004859638067944236 0.0012911873196529244 -1853 XGBoost_grid_1_AutoML_20190416_020809_model_1 supply_area 9.936604998779116e+20 1.0 0.26723330202346696 -1854 XGBoost_grid_1_AutoML_20190416_020809_model_1 city 7.252614432103491e+20 0.7298885719010266 0.19505053317830404 -1855 XGBoost_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 6.638427588671538e+20 0.6680780396812779 0.17853270055339268 -1856 XGBoost_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.965087115423588e+20 0.1977624264691042 0.0528487062415118 -1857 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.9485905707260183e+20 0.19610224729325926 0.052405051078400156 -1858 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 1.6926956880551058e+20 0.17034949947825065 0.04552305924361778 -1859 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.610068884563553e+20 0.16203410367639431 0.04330090856585564 -1860 XGBoost_grid_1_AutoML_20190416_020809_model_1 bathroom_count 1.073079368244265e+20 0.10799255564411701 0.028859207238730384 -1861 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 1.0565271442778646e+20 0.10632677301831735 0.02841405464718462 -1862 XGBoost_grid_1_AutoML_20190416_020809_model_1 room_count 7.641980526605946e+19 0.07690735948087798 0.02055220762398081 -1863 XGBoost_grid_1_AutoML_20190416_020809_model_1 floor 7.612403663818772e+19 0.07660970386519428 0.020472664130935826 -1864 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 7.118637620845032e+19 0.07164054142958969 0.01914473844497824 -1865 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_district 6.712478465349229e+19 0.06755303714069316 0.018052421176821334 -1866 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 3.829922695767025e+19 0.038543573949428374 0.010300126538291427 -1867 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 3.527826158575105e+19 0.03550333498220529 0.009487673440139986 -1868 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 2.034182053390241e+19 0.020471600246162302 0.005470693331486371 -1869 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_central 1.0963398665833546e+19 0.011033344554986928 0.002948477097791797 -1870 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 5.218579053564396e+18 0.00525187330502278 0.0014034754451101364 -1871 GBM_grid_1_AutoML_20190416_020809_model_9 supply_area 5.161849126606688e+21 1.0 0.31039952214470196 -1872 GBM_grid_1_AutoML_20190416_020809_model_9 city 3.194050809023051e+21 0.6187803499639993 0.19206912494135683 -1873 GBM_grid_1_AutoML_20190416_020809_model_9 exclusive_use_area 2.7288827292362306e+21 0.5286637912701163 0.16409698818545057 -1874 GBM_grid_1_AutoML_20190416_020809_model_9 apartment_building_count_in_sites 9.757618579526019e+20 0.18903339365791405 0.05867587506080785 -1875 GBM_grid_1_AutoML_20190416_020809_model_9 total_parking_capacity_in_site 8.490965703204348e+20 0.1644946509466495 0.05105906104919954 -1876 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_in_sites 5.399238225827526e+20 0.10459891588069126 0.03246745350622044 -1877 GBM_grid_1_AutoML_20190416_020809_model_9 floor 5.247033446921006e+20 0.10165026753446234 0.03155219446857822 -1878 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_gas 4.407400276423816e+20 0.08538413596216761 0.026503195001395086 -1879 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_cogeneration 4.2792376826530365e+20 0.0829012545251615 0.02573250978980644 -1880 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_of_area_type 3.6741671100293e+20 0.0711792812984566 0.02209401490164425 -1881 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_district 3.6620587602186496e+20 0.07094470741778586 0.02202120328117642 -1882 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_individual 3.303614451126465e+20 0.06400060075560954 0.01986575589151505 -1883 GBM_grid_1_AutoML_20190416_020809_model_9 bathroom_count 2.828930476433243e+20 0.05480459438172176 0.01701131990742065 -1884 GBM_grid_1_AutoML_20190416_020809_model_9 room_count 1.566226166269241e+20 0.0303423468577597 0.009418249965397408 -1885 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_stairway 1.4503402795295572e+20 0.028097300869446104 0.00872138876343199 -1886 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_corridor 5.13218822594678e+19 0.009942538226258839 0.0030861591143361757 -1887 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_central 4.594623357182909e+19 0.008901119045692326 0.002762903098336003 -1888 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_mixed 4.096028259139977e+19 0.007935195622101874 0.0024630809292251524 -1889 XGBoost_3_AutoML_20190416_023844 supply_area 8.528507428223131e+20 1.0 0.2782607124437403 -1890 XGBoost_3_AutoML_20190416_023844 city 5.908162575906437e+20 0.6927545793481674 0.1927663827980847 -1891 XGBoost_3_AutoML_20190416_023844 exclusive_use_area 5.6943942937812035e+20 0.6676894335504613 0.18579173747090874 -1892 XGBoost_3_AutoML_20190416_023844 heat_fuel_cogeneration 1.6062893793137708e+20 0.18834355165103403 0.05240861086660113 -1893 XGBoost_3_AutoML_20190416_023844 apartment_building_count_in_sites 1.5872280698127856e+20 0.18610854046514866 0.05178669506169694 -1894 XGBoost_3_AutoML_20190416_023844 total_parking_capacity_in_site 1.4746580462596837e+20 0.1729092761741219 0.04811385837634261 -1895 XGBoost_3_AutoML_20190416_023844 total_household_count_in_sites 1.1213017492152648e+20 0.13147690362613448 0.036584856872905164 -1896 XGBoost_3_AutoML_20190416_023844 heat_type_individual 8.040615064325902e+19 0.09427927608666128 0.026234218532554456 -1897 XGBoost_3_AutoML_20190416_023844 bathroom_count 7.619415029566774e+19 0.08934054515039846 0.024859963743662027 -1898 XGBoost_3_AutoML_20190416_023844 floor 7.396804386970036e+19 0.08673035052407899 0.024133649127325543 -1899 XGBoost_3_AutoML_20190416_023844 room_count 5.458682046549747e+19 0.06400512742107131 0.017810112356239683 -1900 XGBoost_3_AutoML_20190416_023844 heat_type_district 4.577500442701228e+19 0.053672937278017065 0.014935069765929216 -1901 XGBoost_3_AutoML_20190416_023844 total_household_count_of_area_type 4.359891258596917e+19 0.0511213866586885 0.014225073472758582 -1902 XGBoost_3_AutoML_20190416_023844 heat_fuel_gas 3.1259315688787935e+19 0.03665273900722937 0.010199017269166114 -1903 XGBoost_3_AutoML_20190416_023844 front_door_structure_stairway 2.728452837781956e+19 0.03199214939712393 0.008902158283850282 -1904 XGBoost_3_AutoML_20190416_023844 front_door_structure_mixed 1.6491135100361114e+19 0.019336484419052623 0.005380583930602867 -1905 XGBoost_3_AutoML_20190416_023844 front_door_structure_corridor 1.2761907218782093e+19 0.014963822598722844 0.00416384393720236 -1906 XGBoost_3_AutoML_20190416_023844 heat_type_central 1.0553964724905574e+19 0.012374925875047795 0.0034434556904292756 -1907 XGBoost_3_AutoML_20190416_023643 supply_area 7.678731658783894e+20 1.0 0.2515687703512406 -1908 XGBoost_3_AutoML_20190416_023643 city 5.765088141556968e+20 0.7507865097697664 0.1888744390590798 -1909 XGBoost_3_AutoML_20190416_023643 exclusive_use_area 5.4235713857204414e+20 0.7063108370919932 0.17768574877298815 -1910 XGBoost_3_AutoML_20190416_023643 apartment_building_count_in_sites 1.9678531348353516e+20 0.25627320009083465 0.06447033382082872 -1911 XGBoost_3_AutoML_20190416_023643 heat_fuel_cogeneration 1.515664464358985e+20 0.19738474160966132 0.04965583673283985 -1912 XGBoost_3_AutoML_20190416_023643 total_parking_capacity_in_site 1.5051802251639547e+20 0.1960193808103896 0.04931235459548128 -1913 XGBoost_3_AutoML_20190416_023643 bathroom_count 1.1053788857046034e+20 0.1439533160974746 0.036214158718625135 -1914 XGBoost_3_AutoML_20190416_023643 total_household_count_in_sites 1.0999466825368784e+20 0.143245881144788 0.036036190177474274 -1915 XGBoost_3_AutoML_20190416_023643 room_count 9.893387154933101e+19 0.1288414232266576 0.03241247841143402 -1916 XGBoost_3_AutoML_20190416_023643 heat_type_individual 8.06185586975593e+19 0.1049894204928202 0.026412059413268116 -1917 XGBoost_3_AutoML_20190416_023643 floor 6.969083808453545e+19 0.09075826735632095 0.0228319457180388 -1918 XGBoost_3_AutoML_20190416_023643 heat_type_district 6.750715081716767e+19 0.08791445490863657 0.02211653131746529 -1919 XGBoost_3_AutoML_20190416_023643 total_household_count_of_area_type 4.660924348142453e+19 0.06069914349475547 0.015270008890349138 -1920 XGBoost_3_AutoML_20190416_023643 front_door_structure_corridor 1.971480203793059e+19 0.025674555270307348 0.006458916298666183 -1921 XGBoost_3_AutoML_20190416_023643 front_door_structure_stairway 1.8862214333474013e+19 0.024564231661744623 0.006179593553768106 -1922 XGBoost_3_AutoML_20190416_023643 front_door_structure_mixed 1.7985420880531948e+19 0.023422384945511115 0.005892340579435641 -1923 XGBoost_3_AutoML_20190416_023643 heat_fuel_gas 1.7920539798888514e+19 0.023337890416301705 0.005871084394621023 -1924 XGBoost_3_AutoML_20190416_023643 heat_type_central 8.354890342062883e+18 0.010880560375495755 0.0027372091943958995 -1925 DRF_1_AutoML_20190416_023643 supply_area 9.420495296232224e+20 1.0 0.2552046759557806 -1926 DRF_1_AutoML_20190416_023643 exclusive_use_area 6.239361514627913e+20 0.66231777825136 0.16902659397839087 -1927 DRF_1_AutoML_20190416_023643 city 5.895874785798133e+20 0.6258561360522327 0.15972141239614698 -1928 DRF_1_AutoML_20190416_023643 apartment_building_count_in_sites 2.1898886888702974e+20 0.23246003739805005 0.059324888516838 -1929 DRF_1_AutoML_20190416_023643 total_parking_capacity_in_site 2.100119106000991e+20 0.22293085872469406 0.05689299756137946 -1930 DRF_1_AutoML_20190416_023643 floor 2.0796896521913316e+20 0.22076224092199423 0.056339556157769505 -1931 DRF_1_AutoML_20190416_023643 total_household_count_in_sites 1.629814881945387e+20 0.1730073452292089 0.04415228347719012 -1932 DRF_1_AutoML_20190416_023643 room_count 1.5701237150873813e+20 0.1666710364703818 0.04253522785363788 -1933 DRF_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.4121180887545754e+20 0.14989849730293472 0.03825479743045391 -1934 DRF_1_AutoML_20190416_023643 total_household_count_of_area_type 1.3200979375246069e+20 0.1401304173521096 0.03576193775189342 -1935 DRF_1_AutoML_20190416_023643 heat_fuel_gas 7.893278746985313e+19 0.08378836248814084 0.021383181897651465 -1936 DRF_1_AutoML_20190416_023643 bathroom_count 7.0413300786867995e+19 0.07474479692700463 0.019075221679136844 -1937 DRF_1_AutoML_20190416_023643 heat_type_individual 4.0361699665145496e+19 0.0428445621975825 0.01093413261210133 -1938 DRF_1_AutoML_20190416_023643 heat_type_district 3.601724774882581e+19 0.03823285996780986 0.009757204638947652 -1939 DRF_1_AutoML_20190416_023643 front_door_structure_stairway 3.3039451402436346e+19 0.03507188355122967 0.00895050867685044 -1940 DRF_1_AutoML_20190416_023643 front_door_structure_corridor 1.870319636479528e+19 0.01985372931747625 0.005066764556980307 -1941 DRF_1_AutoML_20190416_023643 front_door_structure_mixed 1.5643190633508635e+19 0.016605486380068795 0.004237797770713585 -1942 DRF_1_AutoML_20190416_023643 heat_type_central 1.2479775833629655e+19 0.013247473132990158 0.003380817088137663 -1943 XGBoost_grid_1_AutoML_20190416_023844_model_2 city 5.1678703689397384e+20 1.0 0.22795148050995037 -1944 XGBoost_grid_1_AutoML_20190416_023844_model_2 supply_area 5.157405481149357e+20 0.997975009618415 0.22748988095444966 -1945 XGBoost_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 4.987945230639311e+20 0.9651838909540331 0.22001509690732635 -1946 XGBoost_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 1.4163427642722117e+20 0.27406700694057745 0.06247397999103547 -1947 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 1.2155751955947323e+20 0.23521781871709851 0.05361825001888372 -1948 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 7.160015761835452e+19 0.13854867190301506 0.031582374882979644 -1949 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 6.39412762786157e+19 0.12372848332829633 0.028204090955935863 -1950 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 6.3299900359808385e+19 0.12248739972321568 0.0279211841107211 -1951 XGBoost_grid_1_AutoML_20190416_023844_model_2 bathroom_count 5.8767361586394825e+19 0.11371678736293801 0.025921910038216936 -1952 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 5.122437756831662e+19 0.09912086393689094 0.02259474768383964 -1953 XGBoost_grid_1_AutoML_20190416_023844_model_2 floor 4.721263347251544e+19 0.09135800649388537 0.020825192836718832 -1954 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_district 3.4037698009294176e+19 0.06586407084409412 0.015013812461323512 -1955 XGBoost_grid_1_AutoML_20190416_023844_model_2 room_count 2.7640994445591052e+19 0.05348623799025747 0.012192267136786743 -1956 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 2.370678131271087e+19 0.04587340552347224 0.01045691070510883 -1957 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 1.0293849960587723e+19 0.019918939961142353 0.004540551854331213 -1958 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 8.781315585930691e+18 0.01699213594580218 0.003873382545871953 -1959 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_central 8.595572887627235e+18 0.016632717684423533 0.003791452621068378 -1960 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 3.476435864702157e+18 0.006727018319957195 0.0015334337854518015 -1961 GBM_grid_1_AutoML_20190416_023844_model_51 supply_area 5.00439392459084e+20 1.0 0.3307831805305442 -1962 GBM_grid_1_AutoML_20190416_023844_model_51 city 2.587335050344813e+20 0.5170126671345829 0.17101909440935686 -1963 GBM_grid_1_AutoML_20190416_023844_model_51 exclusive_use_area 2.1050774636376097e+20 0.42064583551138435 0.13914256734738384 -1964 GBM_grid_1_AutoML_20190416_023844_model_51 total_parking_capacity_in_site 8.090046468282804e+19 0.16165886599233387 0.05347403385390522 -1965 GBM_grid_1_AutoML_20190416_023844_model_51 apartment_building_count_in_sites 7.620444172450372e+19 0.15227506641722696 0.05037003078499019 -1966 GBM_grid_1_AutoML_20190416_023844_model_51 room_count 6.839419281799224e+19 0.1366682836095565 0.04520756953001953 -1967 GBM_grid_1_AutoML_20190416_023844_model_51 total_household_count_in_sites 6.534581442216932e+19 0.13057687985166355 0.043192635621088 -1968 GBM_grid_1_AutoML_20190416_023844_model_51 floor 3.9624266012489155e+19 0.0791789507572165 0.026191065162543412 -1969 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_individual 3.77753536475001e+19 0.0754843727666555 0.024968960904107496 -1970 GBM_grid_1_AutoML_20190416_023844_model_51 heat_fuel_cogeneration 3.752031093032118e+19 0.07497473519411013 0.024800381366943076 -1971 GBM_grid_1_AutoML_20190416_023844_model_51 heat_fuel_gas 3.417262347918508e+19 0.06828523892027352 0.022587608513336178 -1972 GBM_grid_1_AutoML_20190416_023844_model_51 total_household_count_of_area_type 2.986119429509402e+19 0.05966995153670976 0.019737816351416287 -1973 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_district 2.5304670775032152e+19 0.050564905873394184 0.01672602038802892 -1974 GBM_grid_1_AutoML_20190416_023844_model_51 bathroom_count 2.109097058246433e+19 0.042144904858161684 0.013940825672139905 -1975 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_stairway 1.3733553340829139e+19 0.027442990195764808 0.009077679580223624 -1976 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_mixed 5.288045648451469e+18 0.010566805347730137 0.0034953214809693373 -1977 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_central 4.425180533932163e+18 0.008842590332842286 0.0029249801544262146 -1978 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_corridor 3.570771763342082e+18 0.007135273156247445 0.002360228348577744 -1979 XGBoost_3_AutoML_20190416_022142 supply_area 9.343426040233963e+20 1.0 0.30631707650558293 -1980 XGBoost_3_AutoML_20190416_022142 city 6.131125941833365e+20 0.6561967650230193 0.2010042746742722 -1981 XGBoost_3_AutoML_20190416_022142 exclusive_use_area 4.944941131853736e+20 0.5292428184865167 0.16211611292036465 -1982 XGBoost_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.755396877945311e+20 0.187875076057364 0.057549344046155776 -1983 XGBoost_3_AutoML_20190416_022142 heat_fuel_cogeneration 1.4261622827175536e+20 0.1526380448217089 0.046755639653313995 -1984 XGBoost_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.4002265626369222e+20 0.14986221934088964 0.04590535690713975 -1985 XGBoost_3_AutoML_20190416_022142 room_count 8.698132693438274e+19 0.09309361101573475 0.0285161627676878 -1986 XGBoost_3_AutoML_20190416_022142 heat_type_individual 7.436779990928065e+19 0.0795937160406082 0.02438091440577463 -1987 XGBoost_3_AutoML_20190416_022142 total_household_count_in_sites 7.193606721673311e+19 0.07699110252167395 0.023583689441380777 -1988 XGBoost_3_AutoML_20190416_022142 floor 6.644806603292174e+19 0.07111745279171477 0.021784490227681877 -1989 XGBoost_3_AutoML_20190416_022142 bathroom_count 6.327441807832305e+19 0.06772078871910098 0.02074403401908727 -1990 XGBoost_3_AutoML_20190416_022142 heat_fuel_gas 4.9812798152298725e+19 0.053313204319056604 0.016330744886158235 -1991 XGBoost_3_AutoML_20190416_022142 total_household_count_of_area_type 4.5199071440290185e+19 0.04837526539585942 0.014818169871241349 -1992 XGBoost_3_AutoML_20190416_022142 heat_type_district 4.380590664501428e+19 0.04688420120882914 0.014361431448588058 -1993 XGBoost_3_AutoML_20190416_022142 front_door_structure_stairway 2.1839309191444955e+19 0.023373984122528668 0.007159850482700895 -1994 XGBoost_3_AutoML_20190416_022142 front_door_structure_mixed 1.4788885491889471e+19 0.01582811853832489 0.004848422997243501 -1995 XGBoost_3_AutoML_20190416_022142 heat_type_central 6.117621124294509e+18 0.006547513832668301 0.0020056152956028184 -1996 XGBoost_3_AutoML_20190416_022142 front_door_structure_corridor 5.547390204874064e+18 0.005937212090068789 0.0018186694500234733 -1997 DRF_1_AutoML_20190416_022142 city 6.907008196699079e+20 1.0 0.18703113875544292 -1998 DRF_1_AutoML_20190416_022142 supply_area 6.894123679640149e+20 0.9981345733649067 0.1866822458876167 -1999 DRF_1_AutoML_20190416_022142 exclusive_use_area 6.538627117241566e+20 0.9466656084708911 0.17705594677292505 -2000 DRF_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.8671213531170655e+20 0.41510322146241097 0.07763722821116753 -2001 DRF_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.930921506828588e+20 0.27955975320130544 0.05228637899143073 -2002 DRF_1_AutoML_20190416_022142 floor 1.8870745664096253e+20 0.2732115718802064 0.05109907140991955 -2003 DRF_1_AutoML_20190416_022142 total_household_count_in_sites 1.8712062386757016e+20 0.27091414768697797 0.05066938154685573 -2004 DRF_1_AutoML_20190416_022142 room_count 1.7962591280799783e+20 0.2600632686288727 0.04863992928012072 -2005 DRF_1_AutoML_20190416_022142 total_household_count_of_area_type 1.3600847125207738e+20 0.1969137249859889 0.03682899822070562 -2006 DRF_1_AutoML_20190416_022142 bathroom_count 1.174380189261035e+20 0.17002733395079533 0.03180040588836923 -2007 DRF_1_AutoML_20190416_022142 heat_fuel_gas 1.0129650213509608e+20 0.14665756757536003 0.027429531870722907 -2008 DRF_1_AutoML_20190416_022142 heat_type_district 1.0004770321654717e+20 0.14484955043829376 0.02709137636668805 -2009 DRF_1_AutoML_20190416_022142 heat_type_individual 5.821088995548437e+19 0.08427800908547332 0.01576261201129764 -2010 DRF_1_AutoML_20190416_022142 heat_fuel_cogeneration 4.5106725657696535e+19 0.06530573639575735 0.01221420624536127 -2011 DRF_1_AutoML_20190416_022142 front_door_structure_corridor 2.1063397029862965e+19 0.030495688480476034 0.005703643343634675 -2012 DRF_1_AutoML_20190416_022142 front_door_structure_stairway 1.9367923711553307e+19 0.028040973978877583 0.005244535295081218 -2013 DRF_1_AutoML_20190416_022142 heat_type_central 1.4095186013739549e+19 0.020407078741380043 0.0038167591756723004 -2014 DRF_1_AutoML_20190416_022142 front_door_structure_mixed 1.1103330212165714e+19 0.01607545538670722 0.0030066107269881705 -2015 XGBoost_3_AutoML_20190416_015849 supply_area 7.189425410894274e+20 1.0 0.23538451872135874 -2016 XGBoost_3_AutoML_20190416_015849 exclusive_use_area 6.47428193756551e+20 0.9005284243932633 0.21197044977071178 -2017 XGBoost_3_AutoML_20190416_015849 city 5.821097439797738e+20 0.8096749193582171 0.1905849412138889 -2018 XGBoost_3_AutoML_20190416_015849 apartment_building_count_in_sites 1.942425916892334e+20 0.27017818613834405 0.0635957623131838 -2019 XGBoost_3_AutoML_20190416_015849 heat_fuel_cogeneration 1.4375684404222414e+20 0.19995595729303572 0.04706653677288978 -2020 XGBoost_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.3955547817109671e+20 0.1941121441494137 0.045690993628580756 -2021 XGBoost_3_AutoML_20190416_015849 total_household_count_in_sites 1.1722167022212927e+20 0.16304734178687078 0.03837882007529946 -2022 XGBoost_3_AutoML_20190416_015849 heat_type_individual 1.0065613776698632e+20 0.14000581689666067 0.03295520182841115 -2023 XGBoost_3_AutoML_20190416_015849 bathroom_count 8.239188623520852e+19 0.11460148972455922 0.02697541650356611 -2024 XGBoost_3_AutoML_20190416_015849 room_count 7.511650575514495e+19 0.10448193209059442 0.024593429300222257 -2025 XGBoost_3_AutoML_20190416_015849 floor 7.289777045513018e+19 0.10139582273802686 0.023867006935546657 -2026 XGBoost_3_AutoML_20190416_015849 total_household_count_of_area_type 4.758216613647142e+19 0.06618354516116023 0.015578581925033015 -2027 XGBoost_3_AutoML_20190416_015849 heat_type_district 3.993024250631317e+19 0.055540241708059324 0.01307331306411948 -2028 XGBoost_3_AutoML_20190416_015849 heat_fuel_gas 2.8084708960049824e+19 0.03906391311535484 0.009195040388030774 -2029 XGBoost_3_AutoML_20190416_015849 front_door_structure_stairway 2.4306268037523177e+19 0.03380835970659272 0.007957964478294903 -2030 XGBoost_3_AutoML_20190416_015849 heat_type_central 1.6046617942414066e+19 0.02231975022384726 0.0052537236644212264 -2031 XGBoost_3_AutoML_20190416_015849 front_door_structure_corridor 1.534276007633512e+19 0.02134073197711453 0.0050232779255946144 -2032 XGBoost_3_AutoML_20190416_015849 front_door_structure_mixed 8.720184388693787e+18 0.012129181249283043 0.002855021490846618 -2033 GBM_grid_1_AutoML_20190416_023844_model_26 supply_area 8.67518263121217e+20 1.0 0.2538077963087307 -2034 GBM_grid_1_AutoML_20190416_023844_model_26 city 6.974125201208293e+20 0.8039168162427273 0.2040403555460974 -2035 GBM_grid_1_AutoML_20190416_023844_model_26 exclusive_use_area 6.523628019420097e+20 0.7519873986224727 0.1908602644963048 -2036 GBM_grid_1_AutoML_20190416_023844_model_26 apartment_building_count_in_sites 1.6972805635820015e+20 0.1956478192718858 0.04965694186200615 -2037 GBM_grid_1_AutoML_20190416_023844_model_26 total_parking_capacity_in_site 1.6800178791821974e+20 0.1936579263631538 0.04915189152795051 -2038 GBM_grid_1_AutoML_20190416_023844_model_26 heat_fuel_gas 1.5791514971997943e+20 0.18203092249818628 0.04620086729931001 -2039 GBM_grid_1_AutoML_20190416_023844_model_26 total_household_count_in_sites 1.2938608632970346e+20 0.14914508642641053 0.03785418571616244 -2040 GBM_grid_1_AutoML_20190416_023844_model_26 bathroom_count 1.1731778513058293e+20 0.13523379289847906 0.034323390962034246 -2041 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_individual 8.277569495813954e+19 0.09541665977189163 0.024217492147843734 -2042 GBM_grid_1_AutoML_20190416_023844_model_26 room_count 7.855861046878142e+19 0.09055556961548894 0.0229837095675891 -2043 GBM_grid_1_AutoML_20190416_023844_model_26 floor 7.572237184642161e+19 0.08728619911007111 0.02215391784429224 -2044 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_district 6.837210143036696e+19 0.07881344328633855 0.020003466360008715 -2045 GBM_grid_1_AutoML_20190416_023844_model_26 heat_fuel_cogeneration 5.048285373240495e+19 0.05819226623630292 0.014769650855646998 -2046 GBM_grid_1_AutoML_20190416_023844_model_26 total_household_count_of_area_type 4.077926339504924e+19 0.04700680680580809 0.011930694046892397 -2047 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_stairway 3.1385669366028698e+19 0.036178684300094355 0.009182432135556222 -2048 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_corridor 1.7336842061051068e+19 0.019984411623422637 0.005072199474667483 -2049 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_central 7.161506259798065e+18 0.00825516483541442 0.0020952251950418594 -2050 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_mixed 5.795304238414299e+18 0.006680325342735211 0.00169551865386499 -2051 GBM_grid_1_AutoML_20190416_022142_model_34 city 3.9895869134000987e+20 1.0 0.19327837501244322 -2052 GBM_grid_1_AutoML_20190416_022142_model_34 exclusive_use_area 3.768389099264588e+20 0.944556211222631 0.18256228961302018 -2053 GBM_grid_1_AutoML_20190416_022142_model_34 supply_area 2.9804530303649605e+20 0.7470580526405651 0.14439016645432867 -2054 GBM_grid_1_AutoML_20190416_022142_model_34 room_count 1.8994343085588506e+20 0.4760979895384885 0.09201944576469023 -2055 GBM_grid_1_AutoML_20190416_022142_model_34 apartment_building_count_in_sites 1.5208611961165054e+20 0.381207686191341 0.07367920212931577 -2056 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_in_sites 1.0364171645667718e+20 0.2597805705361842 0.05020996653303907 -2057 GBM_grid_1_AutoML_20190416_022142_model_34 total_parking_capacity_in_site 9.139439717236867e+19 0.22908235653519932 0.04427666561514447 -2058 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_district 7.707526372979533e+19 0.19319108820744665 0.037339659595620876 -2059 GBM_grid_1_AutoML_20190416_022142_model_34 bathroom_count 7.038451997049933e+19 0.17642057059615376 0.03409828120359262 -2060 GBM_grid_1_AutoML_20190416_022142_model_34 floor 6.524578525232077e+19 0.16354020270413283 0.03160878462786036 -2061 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_of_area_type 5.372384017713516e+19 0.1346601574130124 0.026026896403706846 -2062 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_gas 4.528168434595476e+19 0.1134996813676726 0.02193703397917384 -2063 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_individual 4.111756553072987e+19 0.10306221276349561 0.019919697008115116 -2064 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_corridor 3.4866811140497736e+19 0.08739453957849168 0.016891474594691525 -2065 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_cogeneration 2.9559809361827594e+19 0.07409240606475583 0.014320459844958099 -2066 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_stairway 1.7376999524232331e+19 0.04355588661539623 0.008418410987250009 -2067 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_central 1.0127109022235492e+19 0.025383853622090242 0.0049061499796313225 -2068 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_mixed 8.498256212964409e+18 0.021301093064098275 0.00411704065341774 -2069 XGBoost_grid_1_AutoML_20190416_022142_model_12 supply_area 6.338901621704428e+20 1.0 0.27969038090802445 -2070 XGBoost_grid_1_AutoML_20190416_022142_model_12 city 4.91786288725045e+20 0.7758225605539713 0.2169901074783791 -2071 XGBoost_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4533447331848546e+20 0.7025420173641096 0.19649424444045974 -2072 XGBoost_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 1.4415544779361852e+20 0.22741392183786163 0.06360548642261922 -2073 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 1.0960470226564127e+20 0.1729080348720893 0.048360714135432636 -2074 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 9.521712642326213e+19 0.15021076537493225 0.04201250618420069 -2075 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 7.912573856638829e+19 0.12482562956248035 0.03491252787941409 -2076 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 5.968109093344877e+19 0.0941505240105012 0.02633299592318718 -2077 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 4.928988361626799e+19 0.07775776713034827 0.021748099507244573 -2078 XGBoost_grid_1_AutoML_20190416_022142_model_12 floor 4.649545282404273e+19 0.07334938385041676 0.020515117108491958 -2079 XGBoost_grid_1_AutoML_20190416_022142_model_12 room_count 2.619830764660012e+19 0.041329411955056995 0.011559438972414552 -2080 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_district 2.604518086122301e+19 0.041087845206564166 0.011491875076513879 -2081 XGBoost_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.5431835911347765e+19 0.024344652799956838 0.006808965214693532 -2082 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.2569823636921254e+19 0.019829655651827944 0.0055461639425347185 -2083 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 1.2484096914326815e+19 0.01969441657144703 0.00550833887262933 -2084 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 1.2315206430742282e+19 0.019427981637347012 0.00543381958442369 -2085 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 4.0105398556908585e+18 0.0063268687464067145 0.0017695643296375691 -2086 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_central 2.7642233595195556e+18 0.004360729231157086 0.0012196540196990821 -2087 XRT_1_AutoML_20190416_022142 supply_area 1.031970088633162e+21 1.0 0.2345458123006512 -2088 XRT_1_AutoML_20190416_022142 exclusive_use_area 7.63839770199614e+20 0.7401762692669853 0.17360524432089058 -2089 XRT_1_AutoML_20190416_022142 city 7.005793247150568e+20 0.6788756112524247 0.15922743169230105 -2090 XRT_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.7749762973661816e+20 0.26890084586091256 0.06306956732077994 -2091 XRT_1_AutoML_20190416_022142 floor 2.384029896791357e+20 0.23101734469348717 0.05418415076667348 -2092 XRT_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.362810026062722e+20 0.22896109607132598 0.05370186626329659 -2093 XRT_1_AutoML_20190416_022142 total_household_count_in_sites 2.1958524399393545e+20 0.2127825664838549 0.04990725989937307 -2094 XRT_1_AutoML_20190416_022142 room_count 1.9452716289068787e+20 0.18850077636294468 0.04421206771135025 -2095 XRT_1_AutoML_20190416_022142 total_household_count_of_area_type 1.526256015888886e+20 0.1478973114337454 0.0346886950473102 -2096 XRT_1_AutoML_20190416_022142 heat_fuel_cogeneration 1.437955644437079e+20 0.1393408258897932 0.032681807194965155 -2097 XRT_1_AutoML_20190416_022142 bathroom_count 1.0739049695353294e+20 0.10406357522994779 0.02440767578321803 -2098 XRT_1_AutoML_20190416_022142 heat_fuel_gas 1.0064608383266193e+20 0.09752810177470071 0.022874807852887757 -2099 XRT_1_AutoML_20190416_022142 heat_type_district 8.337219321034755e+19 0.08078935051380559 0.018948803841502566 -2100 XRT_1_AutoML_20190416_022142 heat_type_individual 4.260708272897104e+19 0.041287129538225144 0.009683723335105227 -2101 XRT_1_AutoML_20190416_022142 front_door_structure_stairway 3.8776287460776215e+19 0.03757501102782462 0.008813061483727052 -2102 XRT_1_AutoML_20190416_022142 front_door_structure_mixed 3.02973881500188e+19 0.029358785185477135 0.006885980119488059 -2103 XRT_1_AutoML_20190416_022142 front_door_structure_corridor 2.27317300031526e+19 0.02202750860081675 0.005166459897738146 -2104 XRT_1_AutoML_20190416_022142 heat_type_central 1.494011891824355e+19 0.014477279024658209 0.0033955851687416387 -2105 GBM_grid_1_AutoML_20190416_021340_model_14 exclusive_use_area 7.65498924449835e+20 1.0 0.20264853791401577 -2106 GBM_grid_1_AutoML_20190416_021340_model_14 supply_area 6.75052992395865e+20 0.8818470814717687 0.17870502172399588 -2107 GBM_grid_1_AutoML_20190416_021340_model_14 city 6.54089017605432e+20 0.8544610537180396 0.17315528324043 -2108 GBM_grid_1_AutoML_20190416_021340_model_14 apartment_building_count_in_sites 2.7845066882338836e+20 0.36375056832837643 0.07371352083713777 -2109 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_in_sites 1.9984239561340355e+20 0.26106162821460593 0.05290375726314226 -2110 GBM_grid_1_AutoML_20190416_021340_model_14 bathroom_count 1.819686994079048e+20 0.23771254745875173 0.04817210018633212 -2111 GBM_grid_1_AutoML_20190416_021340_model_14 total_parking_capacity_in_site 1.6458390764476642e+20 0.21500214094102493 0.04356986951008185 -2112 GBM_grid_1_AutoML_20190416_021340_model_14 room_count 1.470508489376457e+20 0.1920980477449153 0.038928388511643874 -2113 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_district 1.2541370914822318e+20 0.16383263926642114 0.03320044480993461 -2114 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_individual 1.2219295811549056e+20 0.15962525120895601 0.03234782377165241 -2115 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_cogeneration 1.1697978646011157e+20 0.15281508924938736 0.03096775440758818 -2116 GBM_grid_1_AutoML_20190416_021340_model_14 floor 1.1015358726632007e+20 0.14389776882506738 0.029160672461488943 -2117 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_of_area_type 1.0095728080769463e+20 0.131884288250637 0.026726158187822195 -2118 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_gas 6.789740707628397e+19 0.08869693334328578 0.017974303859473777 -2119 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_stairway 3.137398595547195e+19 0.04098501637741748 0.008305553645265642 -2120 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_corridor 1.5780108418469069e+19 0.020614148386701198 0.004177427030907565 -2121 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_central 1.4619032935630635e+19 0.019097391869149067 0.003870058540254071 -2122 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_mixed 5.565438688244007e+18 0.007270341617062225 0.0014733240988330809 -2123 XGBoost_grid_1_AutoML_20190416_021340_model_12 supply_area 8.449281370215825e+20 1.0 0.2766229284564075 -2124 XGBoost_grid_1_AutoML_20190416_021340_model_12 city 7.002564025480255e+20 0.8287762850654581 0.22925852301002939 -2125 XGBoost_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 6.122282701752558e+20 0.7245921201457365 0.20043879421115068 -2126 XGBoost_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 1.756448890670767e+20 0.20788145331061464 0.05750477638655617 -2127 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 1.4995802805022962e+20 0.17748021574809877 0.0490950970233141 -2128 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_district 1.1544001278438801e+20 0.13662701918215236 0.03779416615243675 -2129 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 1.1098303245003522e+20 0.13135203763157471 0.03633498530836244 -2130 XGBoost_grid_1_AutoML_20190416_021340_model_12 floor 7.086515608541882e+19 0.08387122286544077 0.02320070328225823 -2131 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 5.816776271139648e+19 0.06884344379445216 0.019043675027445448 -2132 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 5.198342761957504e+19 0.06152408156606009 0.01701897161339442 -2133 XGBoost_grid_1_AutoML_20190416_021340_model_12 bathroom_count 5.118968137939052e+19 0.060584657009810236 0.016759105241580724 -2134 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 3.1641283829254062e+19 0.0374484911116717 0.010359111277584373 -2135 XGBoost_grid_1_AutoML_20190416_021340_model_12 room_count 2.70076449616665e+19 0.03196442842685996 0.00884209379787324 -2136 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.968197501877171e+19 0.02329425918771239 0.006443726192727577 -2137 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 1.621753482592859e+19 0.0191939812575023 0.0053094953041876855 -2138 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 1.319639902970708e+19 0.015618368535133771 0.004320398841900115 -2139 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_central 5.050360371584434e+18 0.005977266172466724 0.0016534488727911673 -2140 GBM_grid_1_AutoML_20190416_022142_model_20 supply_area 1.6819621675838262e+20 1.0 0.2991790988893515 -2141 GBM_grid_1_AutoML_20190416_022142_model_20 city 1.1309807060941118e+20 0.6724174466532675 0.2011732457672032 -2142 GBM_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 8.156116561800515e+19 0.4849167667972548 0.1450769613267405 -2143 GBM_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 3.701067409670747e+19 0.22004462888647533 0.06583275378569746 -2144 GBM_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 3.0300699879041663e+19 0.18015090031762873 0.05389738402113356 -2145 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_district 2.904752930226071e+19 0.17270025368042669 0.05166830627407247 -2146 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 2.618917510301981e+19 0.15570608904147415 0.046584007411013366 -2147 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 1.8931648492768068e+19 0.11255692225208475 0.033674678573137516 -2148 GBM_grid_1_AutoML_20190416_022142_model_20 floor 1.7687705017567412e+19 0.10516113476545176 0.03146201353730952 -2149 GBM_grid_1_AutoML_20190416_022142_model_20 bathroom_count 1.129794706881695e+19 0.06717123183006361 0.020096228610206157 -2150 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 9.82818039794552e+18 0.058432826774361436 0.017481880459911028 -2151 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 7.08418200506309e+18 0.042118557370643274 0.01260099204066851 -2152 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 3.570898482057183e+18 0.021230551738193097 0.0063517373379563665 -2153 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 3.0000391917414646e+18 0.01783654382697016 0.0053363211094533585 -2154 GBM_grid_1_AutoML_20190416_022142_model_20 room_count 2.474509467304067e+18 0.014712039991117943 0.00440153486736677 -2155 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.908413261359874e+18 0.01134635069765778 0.00339459097740782 -2156 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_central 6.535104040093614e+17 0.0038854048955699327 0.0011624319354768874 -2157 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 3.518386012873032e+17 0.0020918342164183553 0.0006258330758939563 -2158 GBM_grid_1_AutoML_20190416_023844_model_61 exclusive_use_area 4.835739396201628e+20 1.0 0.19251829467948417 -2159 GBM_grid_1_AutoML_20190416_023844_model_61 supply_area 3.791947499284107e+20 0.7841505070067676 0.1509633183809958 -2160 GBM_grid_1_AutoML_20190416_023844_model_61 city 3.2735026099616796e+20 0.6769394174824531 0.13032322225504525 -2161 GBM_grid_1_AutoML_20190416_023844_model_61 total_household_count_in_sites 3.1300147592401676e+20 0.6472670470411884 0.12461074809859507 -2162 GBM_grid_1_AutoML_20190416_023844_model_61 floor 1.9609197024715263e+20 0.4055056614530939 0.07806725842582589 -2163 GBM_grid_1_AutoML_20190416_023844_model_61 apartment_building_count_in_sites 1.907150417279792e+20 0.3943865169363383 0.07592661968516536 -2164 GBM_grid_1_AutoML_20190416_023844_model_61 total_household_count_of_area_type 1.875338643177535e+20 0.38780804537369695 0.07466014355832816 -2165 GBM_grid_1_AutoML_20190416_023844_model_61 total_parking_capacity_in_site 9.985948441805796e+19 0.20650303135957965 0.03975561144349032 -2166 GBM_grid_1_AutoML_20190416_023844_model_61 bathroom_count 8.95672639337026e+19 0.185219377214694 0.035658118642969 -2167 GBM_grid_1_AutoML_20190416_023844_model_61 room_count 5.989067544188892e+19 0.1238500889624693 0.023843407922956993 -2168 GBM_grid_1_AutoML_20190416_023844_model_61 heat_fuel_gas 5.2589223342107525e+19 0.10875115268497565 0.02093658645933972 -2169 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_district 4.338777116906409e+19 0.08972313769254041 0.017273345461860427 -2170 GBM_grid_1_AutoML_20190416_023844_model_61 heat_fuel_cogeneration 3.5839845945730662e+19 0.07411451074861915 0.014268399220328458 -2171 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_stairway 2.082809274542588e+19 0.04307116459126376 0.008291987156969481 -2172 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_corridor 1.6011497341999645e+19 0.033110753144754534 0.00637442573098151 -2173 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_mixed 5.716920054470148e+18 0.01182222528153744 0.0022759946505182724 -2174 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_central 5.397269484287295e+18 0.011161208332539047 0.0021487367947428666 -2175 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_individual 5.284349090358886e+18 0.010927696175086755 0.002103781432403224 -2176 XGBoost_grid_1_AutoML_20190416_022142_model_8 supply_area 8.495716297123782e+20 1.0 0.2969625084116821 -2177 XGBoost_grid_1_AutoML_20190416_022142_model_8 city 7.310119769845478e+20 0.8604477261464479 0.25552071511357727 -2178 XGBoost_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 5.153091877131266e+20 0.6065517840886285 0.1801231392845401 -2179 XGBoost_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.574594065483128e+20 0.1853397654081511 0.05503896164403725 -2180 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2567563920623849e+20 0.14792824384776818 0.043929142357968215 -2181 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 8.830277278520207e+19 0.10393799615824849 0.030865688058437247 -2182 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.373431076788581e+19 0.09856062495428902 0.029268810417048693 -2183 XGBoost_grid_1_AutoML_20190416_022142_model_8 bathroom_count 6.221623049556538e+19 0.07323247189484028 0.021747298551079774 -2184 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 5.263508177307881e+19 0.06195484869345081 0.018398267276273375 -2185 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_district 4.87952265290711e+19 0.057435094137489845 0.01705606962593008 -2186 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.641796364256359e+19 0.05463690408103477 0.01622511208775255 -2187 XGBoost_grid_1_AutoML_20190416_022142_model_8 floor 4.322693900619953e+19 0.05088086453738336 0.015109709163176362 -2188 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_central 1.8099362171006747e+19 0.021304103783614185 0.006326520099044876 -2189 XGBoost_grid_1_AutoML_20190416_022142_model_8 room_count 1.632507256068322e+19 0.019215651735228097 0.005706328140058626 -2190 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 9.235728348527722e+18 0.01087104138782797 0.003228291719576608 -2191 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 9.111644613042504e+18 0.010724986916202986 0.0031849190173181092 -2192 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 3.7435050400656916e+18 0.004406344220007738 0.0013085190324988146 -2193 XGBoost_3_AutoML_20190416_020809 supply_area 8.28011490921272e+20 1.0 0.2693616527510137 -2194 XGBoost_3_AutoML_20190416_020809 city 5.786949599310643e+20 0.6988972571952955 0.1882561203012751 -2195 XGBoost_3_AutoML_20190416_020809 exclusive_use_area 5.528853934165574e+20 0.6677267157263717 0.17985997173406176 -2196 XGBoost_3_AutoML_20190416_020809 apartment_building_count_in_sites 1.6580531552964418e+20 0.20024518662798252 0.05393837442554856 -2197 XGBoost_3_AutoML_20190416_020809 total_parking_capacity_in_site 1.4269337880365315e+20 0.17233260693627322 0.04641979582724536 -2198 XGBoost_3_AutoML_20190416_020809 heat_fuel_cogeneration 1.1569833644426422e+20 0.1397303512243949 0.03763799834528264 -2199 XGBoost_3_AutoML_20190416_020809 room_count 1.0444717469472077e+20 0.1261421801991051 0.033977866140047136 -2200 XGBoost_3_AutoML_20190416_020809 bathroom_count 1.0057123787713597e+20 0.12146116204889523 0.03271697935454912 -2201 XGBoost_3_AutoML_20190416_020809 total_household_count_in_sites 1.0006645648687052e+20 0.1208515311490827 0.03255276816780753 -2202 XGBoost_3_AutoML_20190416_020809 heat_type_district 8.756043531068585e+19 0.10574785044741747 0.028484415771383394 -2203 XGBoost_3_AutoML_20190416_020809 floor 7.668573754639988e+19 0.0926143397612476 0.024946751626533578 -2204 XGBoost_3_AutoML_20190416_020809 heat_type_individual 6.510214945131463e+19 0.07862469321395515 0.02117847731115237 -2205 XGBoost_3_AutoML_20190416_020809 heat_fuel_gas 5.770909483879996e+19 0.06969600720708716 0.01877343169144756 -2206 XGBoost_3_AutoML_20190416_020809 total_household_count_of_area_type 4.5264641915724235e+19 0.05466668326711426 0.014725108155246082 -2207 XGBoost_3_AutoML_20190416_020809 front_door_structure_stairway 2.2444238498814755e+19 0.027106192057603666 0.007301368692422524 -2208 XGBoost_3_AutoML_20190416_020809 front_door_structure_corridor 1.1824823145242558e+19 0.014280989182995373 0.0038467508492509824 -2209 XGBoost_3_AutoML_20190416_020809 front_door_structure_mixed 1.1634848426683793e+19 0.014051554301183053 0.0037849498902872824 -2210 XGBoost_3_AutoML_20190416_020809 heat_type_central 6.877159358715658e+18 0.008305632752830411 0.0022372189654453513 -2211 XGBoost_grid_1_AutoML_20190416_022142_model_4 supply_area 1.2621511062816492e+21 1.0 0.2751538337195414 -2212 XGBoost_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 8.487698482412179e+20 0.6724787895973326 0.18503511705278292 -2213 XGBoost_grid_1_AutoML_20190416_022142_model_4 city 8.298262304648698e+20 0.6574697960766149 0.18090533494528568 -2214 XGBoost_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 2.9426458392587665e+20 0.2331452885960641 0.06415081997085591 -2215 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 2.9254690047268592e+20 0.23178437115548037 0.0637763583197035 -2216 XGBoost_grid_1_AutoML_20190416_022142_model_4 floor 2.5173807780703555e+20 0.19945161601820136 0.05487987678896599 -2217 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_district 1.9058800855255246e+20 0.15100252862276756 0.04154892465189927 -2218 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 1.627776651270281e+20 0.12896844467900362 0.03548616198227443 -2219 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.2690779591678938e+20 0.10054881328010332 0.02766639144997076 -2220 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 1.1953000252566825e+20 0.09470340114648294 0.02605800389173439 -2221 XGBoost_grid_1_AutoML_20190416_022142_model_4 bathroom_count 5.37539184172246e+19 0.042589130691004125 0.011718562584412366 -2222 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 3.5016689968526393e+19 0.02774365905496613 0.0076337741503817984 -2223 XGBoost_grid_1_AutoML_20190416_022142_model_4 room_count 2.954546513313163e+19 0.023408817681247234 0.006441025927836962 -2224 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 2.47664202508172e+19 0.019622389211209526 0.005399175618201268 -2225 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 2.2411642377097708e+19 0.017756703033065 0.004885824913767244 -2226 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.6351073811656868e+19 0.012954925706025664 0.0035645974735647977 -2227 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 1.3163683061222605e+19 0.01042956187710628 0.002869733934500969 -2228 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_central 1.2965286083595076e+19 0.010272372316648645 0.0028264826243203614 -2229 XGBoost_grid_1_AutoML_20190416_021340_model_4 supply_area 5.974870738011978e+20 1.0 0.2504935394855415 -2230 XGBoost_grid_1_AutoML_20190416_021340_model_4 city 4.719177089908537e+20 0.7898375206488151 0.19784919616580612 -2231 XGBoost_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 3.791151628787458e+20 0.6345160916483508 0.1589421816575276 -2232 XGBoost_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 1.3955051717463219e+20 0.23356240376350784 0.05850587320947223 -2233 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 1.2662685750175308e+20 0.21193237988590477 0.05308769196921466 -2234 XGBoost_grid_1_AutoML_20190416_021340_model_4 bathroom_count 9.849286183347657e+19 0.1648451759916201 0.041292651601257925 -2235 XGBoost_grid_1_AutoML_20190416_021340_model_4 room_count 8.332246010039999e+19 0.13945483300635206 0.03493253471812624 -2236 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 8.099554165230508e+19 0.135560324572402 0.03395698551594979 -2237 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 7.15585213120339e+19 0.11976580657516216 0.0300005607983531 -2238 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 6.764091300375639e+19 0.11320899810171053 0.028358122636109415 -2239 XGBoost_grid_1_AutoML_20190416_021340_model_4 floor 6.6385860063068684e+19 0.11110844564506392 0.027831947816368954 -2240 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_district 6.286731730106922e+19 0.10521954374863529 0.02635681593664943 -2241 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 5.260035039978062e+19 0.08803596379941495 0.022052440174136444 -2242 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 4.1147129199377514e+19 0.06886697805460544 0.017250733086571227 -2243 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 2.712240099025748e+19 0.045394121780251144 0.011370934236572818 -2244 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 9.468408098709307e+18 0.015847050947013015 0.003969583882124992 -2245 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_central 5.358026265024528e+18 0.008967601978293688 0.0022463263602403296 -2246 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 3.582345222736052e+18 0.005995686567652855 0.0015018807499772812 -2247 GBM_grid_1_AutoML_20190416_015849_model_11 supply_area 7.250339410604227e+20 1.0 0.22929535214592975 -2248 GBM_grid_1_AutoML_20190416_015849_model_11 city 6.507494577442484e+20 0.8975434402318779 0.2058025391942377 -2249 GBM_grid_1_AutoML_20190416_015849_model_11 exclusive_use_area 3.6456888792605996e+20 0.5028300983990452 0.11529660448198159 -2250 GBM_grid_1_AutoML_20190416_015849_model_11 room_count 2.5428357916673232e+20 0.3507195522389219 0.08041836323508639 -2251 GBM_grid_1_AutoML_20190416_015849_model_11 total_parking_capacity_in_site 2.141653729486276e+20 0.29538668580865723 0.06773079414171516 -2252 GBM_grid_1_AutoML_20190416_015849_model_11 apartment_building_count_in_sites 1.5889482337642086e+20 0.21915501382462718 0.050251226069463986 -2253 GBM_grid_1_AutoML_20190416_015849_model_11 bathroom_count 1.5658845260162584e+20 0.2159739616777142 0.04952182559724302 -2254 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_in_sites 1.1984002082423597e+20 0.16528884240779118 0.03789996332568756 -2255 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_individual 9.47844378114067e+19 0.13073103539508307 0.02997601879731758 -2256 GBM_grid_1_AutoML_20190416_015849_model_11 floor 8.186427898355044e+19 0.11291096091834968 0.0258899585449083 -2257 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_gas 7.837225644201293e+19 0.10809460358143641 0.02478559019328014 -2258 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_cogeneration 7.42396496300401e+19 0.10239472309594004 0.023478634090168538 -2259 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_district 6.916833696487676e+19 0.09540013652838417 0.02187480790004562 -2260 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_of_area_type 3.989291628557343e+19 0.055022136242651905 0.012616320105580192 -2261 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_stairway 3.870596269706366e+19 0.05338503552047916 0.012240940518991238 -2262 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_corridor 2.6205634792087618e+19 0.036144011070377874 0.008287653746348678 -2263 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_central 1.1035133003452908e+19 0.015220160572501066 0.0034899120781892276 -2264 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_mixed 3.615743987941376e+18 0.004986999619153068 0.0011434958338253202 -2265 GBM_grid_1_AutoML_20190416_015849_model_6 city 3.13386568876529e+20 1.0 0.1722129584283133 -2266 GBM_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 2.6401988657208413e+20 0.8424735224568771 0.14508485769982085 -2267 GBM_grid_1_AutoML_20190416_015849_model_6 supply_area 2.5835020648494557e+20 0.8243818725579551 0.1419692411478782 -2268 GBM_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 2.038479956382287e+20 0.6504681945017965 0.11201905213867788 -2269 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.3700349409084257e+20 0.43717091827512394 0.07528649717498147 -2270 GBM_grid_1_AutoML_20190416_015849_model_6 bathroom_count 1.1405957153766873e+20 0.3639580724424951 0.06267829639918845 -2271 GBM_grid_1_AutoML_20190416_015849_model_6 room_count 9.973965524281642e+19 0.3182639753847038 0.054809180762155726 -2272 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 7.9341093311851e+19 0.25317324094738264 0.04359971281843295 -2273 GBM_grid_1_AutoML_20190416_015849_model_6 floor 6.44932882903639e+19 0.2057946788261164 0.03544051046945007 -2274 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 6.350695159345814e+19 0.20264733048747602 0.03489849630084837 -2275 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 6.120100303112818e+19 0.19528917033850524 0.033631325773004796 -2276 GBM_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 6.0147604921021104e+19 0.19192783256999957 0.03305245985161361 -2277 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 4.762394757832691e+19 0.15196550301774495 0.026170428853732632 -2278 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.9031822798151483e+19 0.06072954200423892 0.010458414092546504 -2279 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.3096180743858553e+19 0.04178922150622961 0.007196645466003895 -2280 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_district 1.2248977347843195e+19 0.03908584018694548 0.006731088171250139 -2281 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_central 4.5371440778665e+18 0.014477787271266519 0.0024932625774805846 -2282 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 4.1264407507642614e+18 0.013167254632377163 0.0022675718746205838 -2283 GBM_grid_1_AutoML_20190416_020809_model_1 supply_area 6.618927705972466e+20 1.0 0.30478842669730877 -2284 GBM_grid_1_AutoML_20190416_020809_model_1 city 4.3800964999954406e+20 0.6617531864025561 0.20169471254556598 -2285 GBM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 2.824971003120226e+20 0.426801912426263 0.13008428339980324 -2286 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.1627837720642768e+20 0.1756755510435717 0.05354387481175297 -2287 GBM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.1524839869399224e+20 0.17411944020781492 0.05306959023835603 -2288 GBM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.0962663972163866e+20 0.1656259814149641 0.0504808822956646 -2289 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 8.450987988183994e+19 0.127679110025003 0.038915115066633255 -2290 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 7.423613119283121e+19 0.11215733800181202 0.03418425859213056 -2291 GBM_grid_1_AutoML_20190416_020809_model_1 room_count 6.925587128458727e+19 0.10463306801507369 0.03189094818082681 -2292 GBM_grid_1_AutoML_20190416_020809_model_1 floor 5.113443311911803e+19 0.07725485968516899 0.023546387138164003 -2293 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 4.3680865784657084e+19 0.06599387049543157 0.02011416795996853 -2294 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 3.990330007338615e+19 0.06028665343690059 0.01837467425187883 -2295 GBM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 2.323173071686048e+19 0.03509893407038993 0.010697748894066713 -2296 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 1.9975414881015824e+19 0.03017923109054565 0.009198280363021914 -2297 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 1.9898132407722705e+19 0.030062471281818045 0.009162693324618349 -2298 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 1.6666805172642513e+19 0.025180521548231343 0.007674731546103112 -2299 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 3.946716504233345e+18 0.00596277324599285 0.0018173842763989656 -2300 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 1.654448203015127e+18 0.0024995713452531996 0.0007618404177373982 -2301 GBM_grid_1_AutoML_20190416_023844_model_16 supply_area 3.991279985385013e+21 1.0 0.25453237014573105 -2302 GBM_grid_1_AutoML_20190416_023844_model_16 exclusive_use_area 2.4166613963945395e+21 0.6054853092851665 0.15411561086077444 -2303 GBM_grid_1_AutoML_20190416_023844_model_16 city 2.3205651356580797e+21 0.5814087571293823 0.14798734897562538 -2304 GBM_grid_1_AutoML_20190416_023844_model_16 apartment_building_count_in_sites 9.752143891228996e+20 0.24433625120108604 0.06219148513073516 -2305 GBM_grid_1_AutoML_20190416_023844_model_16 total_parking_capacity_in_site 9.216095205019364e+20 0.2309057555161805 0.058772989231824134 -2306 GBM_grid_1_AutoML_20190416_023844_model_16 total_household_count_in_sites 8.968368374328873e+20 0.22469905411719074 0.05719318281395245 -2307 GBM_grid_1_AutoML_20190416_023844_model_16 total_household_count_of_area_type 6.227880854015328e+20 0.15603718297939861 0.039716514014609454 -2308 GBM_grid_1_AutoML_20190416_023844_model_16 bathroom_count 5.8981223634871674e+20 0.1477752095840055 0.03761357434419907 -2309 GBM_grid_1_AutoML_20190416_023844_model_16 floor 5.6463500336939034e+20 0.14146714974567828 0.03600796892252855 -2310 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_individual 4.804449230415588e+20 0.120373645747935 0.0306389893553045 -2311 GBM_grid_1_AutoML_20190416_023844_model_16 heat_fuel_gas 4.590033555843921e+20 0.11500154267932546 0.029271615228584152 -2312 GBM_grid_1_AutoML_20190416_023844_model_16 room_count 4.2896842745699317e+20 0.10747640582163101 0.027356224308524187 -2313 GBM_grid_1_AutoML_20190416_023844_model_16 heat_fuel_cogeneration 3.500929817175518e+20 0.08771446327982439 0.022326170234674397 -2314 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_district 3.2339367280166253e+20 0.08102505311224535 0.02062349880984355 -2315 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_corridor 1.3034945202968173e+20 0.03265855878489761 0.008312660373063675 -2316 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_stairway 1.1836193414887716e+20 0.0296551318329675 0.007548190992429335 -2317 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_central 6.822102413466403e+19 0.017092517784888794 0.004350599063545806 -2318 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_mixed 2.259619540381991e+19 0.005661390703373619 0.0014410071940506948 -2319 XGBoost_grid_1_AutoML_20190416_022142_model_17 supply_area 8.151869280323811e+20 1.0 0.302734832980139 -2320 XGBoost_grid_1_AutoML_20190416_022142_model_17 city 6.275493050013377e+20 0.7698225810809493 0.23305211050788066 -2321 XGBoost_grid_1_AutoML_20190416_022142_model_17 exclusive_use_area 4.9336518742253135e+20 0.6052172458326438 0.18322034183384514 -2322 XGBoost_grid_1_AutoML_20190416_022142_model_17 apartment_building_count_in_sites 1.6876898315161672e+20 0.20703102239258775 0.06267550198572747 -2323 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_cogeneration 1.312959468232434e+20 0.16106238006067244 0.048759192727051336 -2324 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_parking_capacity_in_site 9.696870122286744e+19 0.11895271855857778 0.03601113138536452 -2325 XGBoost_grid_1_AutoML_20190416_022142_model_17 bathroom_count 7.080279618393788e+19 0.08685467559549166 0.026293935709945322 -2326 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_individual 6.640892341897291e+19 0.08146465692140613 0.024662189306886205 -2327 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_in_sites 6.377099271379878e+19 0.07822867433328819 0.023682544658545683 -2328 XGBoost_grid_1_AutoML_20190416_022142_model_17 floor 4.067378944361995e+19 0.049895046209578436 0.015104968480793044 -2329 XGBoost_grid_1_AutoML_20190416_022142_model_17 room_count 2.9052430925097337e+19 0.03563898036886002 0.01078916076954929 -2330 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_of_area_type 2.8737112980483736e+19 0.035252175902582956 0.010672061584054933 -2331 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_stairway 1.738404519474312e+19 0.021325225659227676 0.006455888628210065 -2332 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_district 1.466189849595111e+19 0.017985934258465813 0.005444968803728408 -2333 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_gas 1.3499810362903495e+19 0.01656038621164844 0.0050134057538699876 -2334 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_corridor 6.315300670584914e+18 0.0077470583168306835 0.0023453044056331333 -2335 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_central 4.995715743195595e+18 0.006128306982612892 0.0018552519908323335 -2336 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_mixed 3.3045563587575153e+18 0.004053740614724689 0.0012272084879434845 -2337 GBM_grid_1_AutoML_20190416_023844_model_50 supply_area 4.325399226989863e+21 1.0 0.22256140389040807 -2338 GBM_grid_1_AutoML_20190416_023844_model_50 exclusive_use_area 2.7648743715582687e+21 0.6392183071347158 0.14226532382835239 -2339 GBM_grid_1_AutoML_20190416_023844_model_50 city 2.1274189769640646e+21 0.4918433803033207 0.10946535321451092 -2340 GBM_grid_1_AutoML_20190416_023844_model_50 apartment_building_count_in_sites 1.4852266399867968e+21 0.34337330776756936 0.0764216454352434 -2341 GBM_grid_1_AutoML_20190416_023844_model_50 total_household_count_in_sites 1.4377343523288263e+21 0.33239344552465183 0.07397795187993639 -2342 GBM_grid_1_AutoML_20190416_023844_model_50 total_parking_capacity_in_site 1.4377216859548743e+21 0.33239051715358425 0.07397730013756049 -2343 GBM_grid_1_AutoML_20190416_023844_model_50 room_count 8.546462716987504e+20 0.19758783567673516 0.043975426099881434 -2344 GBM_grid_1_AutoML_20190416_023844_model_50 bathroom_count 7.744520101403034e+20 0.17904752128030987 0.03984906769924348 -2345 GBM_grid_1_AutoML_20190416_023844_model_50 total_household_count_of_area_type 7.397668339226677e+20 0.17102856756126233 0.03806435810180005 -2346 GBM_grid_1_AutoML_20190416_023844_model_50 floor 6.828360569768913e+20 0.15786659707989345 0.03513501147350248 -2347 GBM_grid_1_AutoML_20190416_023844_model_50 heat_fuel_gas 6.694274335113258e+20 0.1547666234677705 0.03444507699436518 -2348 GBM_grid_1_AutoML_20190416_023844_model_50 heat_fuel_cogeneration 5.7876230281924234e+20 0.1338055223221592 0.02977994489630909 -2349 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_individual 5.230738860519226e+20 0.12093077623633386 0.02691452333271526 -2350 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_district 5.058112368364906e+20 0.11693978065199205 0.02602628175254373 -2351 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_corridor 2.1271816935586975e+20 0.04917885221519883 0.010945314390733556 -2352 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_stairway 1.8140659387941362e+20 0.04193984979408671 0.00933419184912478 -2353 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_central 1.0162360244631293e+20 0.02349461797935238 0.005228995161353488 -2354 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_mixed 3.1733449291940758e+19 0.0073365364967766765 0.0016328298624158335 -2355 GBM_grid_1_AutoML_20190416_023844_model_37 supply_area 9.40633865301605e+21 1.0 0.3381584866555476 -2356 GBM_grid_1_AutoML_20190416_023844_model_37 city 5.16849193605706e+21 0.5494690470664517 0.18580762142005716 -2357 GBM_grid_1_AutoML_20190416_023844_model_37 exclusive_use_area 3.985572798757228e+21 0.4237113871590508 0.14328160146042745 -2358 GBM_grid_1_AutoML_20190416_023844_model_37 apartment_building_count_in_sites 1.5118966755051082e+21 0.1607316865016691 0.05435278386499833 -2359 GBM_grid_1_AutoML_20190416_023844_model_37 total_parking_capacity_in_site 1.3060907575210662e+21 0.13885219379192573 0.04695404772148042 -2360 GBM_grid_1_AutoML_20190416_023844_model_37 total_household_count_in_sites 9.689900625941527e+20 0.10301458392458107 0.034835255803387234 -2361 GBM_grid_1_AutoML_20190416_023844_model_37 floor 9.54424436236818e+20 0.10146609339126773 0.034311620588041554 -2362 GBM_grid_1_AutoML_20190416_023844_model_37 total_household_count_of_area_type 7.242205487464731e+20 0.07699282106053655 0.026035775853172412 -2363 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_district 7.137784604292054e+20 0.07588270917721417 0.025660382098689778 -2364 GBM_grid_1_AutoML_20190416_023844_model_37 heat_fuel_gas 6.20277047134297e+20 0.06594245327701563 0.02229900020650976 -2365 GBM_grid_1_AutoML_20190416_023844_model_37 heat_fuel_cogeneration 5.862938695085777e+20 0.06232965781224434 0.021077302759546675 -2366 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_individual 5.3130840131122076e+20 0.056484081735762505 0.019100571599893704 -2367 GBM_grid_1_AutoML_20190416_023844_model_37 bathroom_count 5.206977446672754e+20 0.055356049136113 0.018719117803098106 -2368 GBM_grid_1_AutoML_20190416_023844_model_37 room_count 4.01953479539095e+20 0.04273219308452312 0.014450253744934995 -2369 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_stairway 2.093987877320791e+20 0.022261455328842265 0.007527900044751376 -2370 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_corridor 1.0221352122094033e+20 0.010866451335787976 0.003674582739026216 -2371 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_central 6.245380857004871e+19 0.006639544978536735 0.0022452184820234227 -2372 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_mixed 4.196034559146669e+19 0.004460858484827411 0.0015084771544137965 -2373 GBM_grid_1_AutoML_20190416_022142_model_38 supply_area 4.364130746735203e+21 1.0 0.17287070069403654 -2374 GBM_grid_1_AutoML_20190416_022142_model_38 exclusive_use_area 3.424121136636947e+21 0.7846055343778425 0.1356353084963166 -2375 GBM_grid_1_AutoML_20190416_022142_model_38 city 2.923857349378958e+21 0.6699747370232411 0.11581900223651055 -2376 GBM_grid_1_AutoML_20190416_022142_model_38 total_parking_capacity_in_site 2.180451536588631e+21 0.4996302043012396 0.08637142350545993 -2377 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_in_sites 2.1168205996659782e+21 0.48504976649692894 0.08385089300580291 -2378 GBM_grid_1_AutoML_20190416_022142_model_38 apartment_building_count_in_sites 1.9684382509431888e+21 0.4510493303656801 0.0779732137878911 -2379 GBM_grid_1_AutoML_20190416_022142_model_38 room_count 1.4711070107300602e+21 0.3370904989110586 0.058273070744057055 -2380 GBM_grid_1_AutoML_20190416_022142_model_38 bathroom_count 1.2520688133533619e+21 0.28689993174242817 0.04959659222938482 -2381 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_of_area_type 1.2440828053141271e+21 0.2850700122228975 0.049280252759829855 -2382 GBM_grid_1_AutoML_20190416_022142_model_38 floor 1.0779789327951232e+21 0.24700885361914443 0.0427005936027722 -2383 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_gas 7.032871139910133e+20 0.16115170575884805 0.027858408292571267 -2384 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_district 5.133140227094573e+20 0.1176211375182713 0.02033324845921319 -2385 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_individual 5.093687638827645e+20 0.11671711812571661 0.020176969993381262 -2386 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_cogeneration 4.9874994446449456e+20 0.11428391434826016 0.019756340351440988 -2387 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_stairway 3.8386199207036636e+20 0.08795840783586346 0.015205431594517552 -2388 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_corridor 3.325166638249479e+20 0.07619310307641514 0.013171555116872836 -2389 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_central 1.5303873648595567e+20 0.035067404110301605 0.006062126720068776 -2390 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_mixed 1.2786289328932677e+20 0.029298593628291437 0.005064868409872575 -2391 GBM_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 1.5362337760476974e+20 1.0 0.2965614964954262 -2392 GBM_grid_1_AutoML_20190416_022142_model_14 city 9.501268762923998e+19 0.6184780539956699 0.18341677724253488 -2393 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 4.212734381553982e+19 0.2742248248435324 0.08132452443179408 -2394 GBM_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 3.922261001681607e+19 0.2553166752896486 0.07571709530413498 -2395 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 3.685509979844693e+19 0.23990554284820415 0.07114674680461101 -2396 GBM_grid_1_AutoML_20190416_022142_model_14 supply_area 3.1943572561078518e+19 0.20793432001775441 0.0616653131172241 -2397 GBM_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.8919992550508462e+19 0.1882525498489661 0.05582845790228921 -2398 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 2.3446157474509357e+19 0.1526210257844337 0.045261519803298685 -2399 GBM_grid_1_AutoML_20190416_022142_model_14 floor 2.0559145604202103e+19 0.1338282358111867 0.039688301885508315 -2400 GBM_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.99412838410664e+19 0.12980631041956248 0.038495553672575275 -2401 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_district 7.179226538947117e+18 0.04673264350050467 0.013859102691696917 -2402 GBM_grid_1_AutoML_20190416_022142_model_14 heat_fuel_cogeneration 6.122773985538081e+18 0.03985574383926303 0.011819679036910209 -2403 GBM_grid_1_AutoML_20190416_022142_model_14 bathroom_count 3.9588520889470157e+18 0.025769854501780595 0.007642346615517448 -2404 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_individual 3.7044825477622006e+18 0.02411405481067344 0.0071513001812260465 -2405 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_stairway 2.3315418944897024e+18 0.015176999300771214 0.004500913624946748 -2406 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_central 1.8799598245783798e+18 0.012237459258414393 0.0036291592309771804 -2407 GBM_grid_1_AutoML_20190416_022142_model_14 room_count 1.187141742437073e+18 0.007727611259083619 0.0022917119593287424 -2408 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_mixed 0.0 0.0 0.0 -2409 GBM_grid_1_AutoML_20190416_020809_model_4 supply_area 1.4804033903389993e+20 1.0 0.30652195180708497 -2410 GBM_grid_1_AutoML_20190416_020809_model_4 city 8.878568708821431e+19 0.5997398254261169 0.18383342186605375 -2411 GBM_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 8.174683354951791e+19 0.5521929636407994 0.1692592649893165 -2412 GBM_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.6455657139174113e+19 0.17870573190943587 0.05477722974399394 -2413 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 2.5314531195310047e+19 0.1709975224355116 0.05241449433110881 -2414 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_district 2.2009060592634036e+19 0.14866934739722634 0.045570418538083385 -2415 GBM_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 2.1505288554042884e+19 0.14526640977982605 0.044527343457720095 -2416 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.376985591624342e+19 0.09301421495049565 0.028510898712429667 -2417 GBM_grid_1_AutoML_20190416_020809_model_4 floor 1.3402826840263885e+19 0.09053496450852329 0.027750954027937723 -2418 GBM_grid_1_AutoML_20190416_020809_model_4 bathroom_count 1.3291099966207427e+19 0.08978025890067627 0.0275196201919807 -2419 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.0658871328334938e+19 0.07199977653316608 0.022069512032620017 -2420 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 6.227876851793002e+18 0.04206878268744625 0.012895005379504129 -2421 GBM_grid_1_AutoML_20190416_020809_model_4 room_count 5.074132362732765e+18 0.03427533600534942 0.010506142891203359 -2422 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.8940795310505984e+18 0.019549263058549735 0.005992278269096808 -2423 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_central 1.9068949732408689e+18 0.012880914659376772 0.00394828310245266 -2424 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.14657120648115e+18 0.00774499176348546 0.00237400999207336 -2425 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.38540723426558e+17 0.0049887802760127335 0.0015291706673401112 -2426 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.0 0.0 0.0 -2427 GBM_grid_1_AutoML_20190416_023844_model_7 supply_area 1.922263160623108e+20 1.0 0.3430496961888292 -2428 GBM_grid_1_AutoML_20190416_023844_model_7 exclusive_use_area 5.742025753222971e+19 0.2987117409752406 0.10247297198959253 -2429 GBM_grid_1_AutoML_20190416_023844_model_7 heat_type_district 5.7124629641846325e+19 0.2971738251662129 0.10194539043854157 -2430 GBM_grid_1_AutoML_20190416_023844_model_7 total_parking_capacity_in_site 5.5929746375477035e+19 0.29095780183056325 0.0998129855217443 -2431 GBM_grid_1_AutoML_20190416_023844_model_7 city 4.227708850314989e+19 0.21993392668174336 0.0754482667297883 -2432 GBM_grid_1_AutoML_20190416_023844_model_7 apartment_building_count_in_sites 3.689370804974466e+19 0.19192849764537673 0.0658410128072249 -2433 GBM_grid_1_AutoML_20190416_023844_model_7 total_household_count_in_sites 3.501096151294568e+19 0.18213407107899193 0.062481037749282806 -2434 GBM_grid_1_AutoML_20190416_023844_model_7 heat_fuel_cogeneration 2.300253531902732e+19 0.11966382017939194 0.0410506371573351 -2435 GBM_grid_1_AutoML_20190416_023844_model_7 total_household_count_of_area_type 2.16596467924431e+19 0.1126778436799572 0.03865410004162171 -2436 GBM_grid_1_AutoML_20190416_023844_model_7 floor 1.6082431235153986e+19 0.08366404540542104 0.0287009253582581 -2437 GBM_grid_1_AutoML_20190416_023844_model_7 heat_type_central 7.083464023970152e+18 0.0368496060740925 0.012641246168395468 -2438 GBM_grid_1_AutoML_20190416_023844_model_7 front_door_structure_corridor 3.3489483160952504e+18 0.01742190343495777 0.005976578680393383 -2439 GBM_grid_1_AutoML_20190416_023844_model_7 room_count 3.160329845129347e+18 0.016440672171571535 0.0056399675935977535 -2440 GBM_grid_1_AutoML_20190416_023844_model_7 bathroom_count 3.1164480611869e+18 0.01621239029611686 0.005561655565577611 -2441 GBM_grid_1_AutoML_20190416_023844_model_7 front_door_structure_stairway 2.1921214836254966e+18 0.011403857330933362 0.003912089792757443 -2442 GBM_grid_1_AutoML_20190416_023844_model_7 heat_fuel_gas 1.6450072464232284e+18 0.008557658910187895 0.0029357022892275847 -2443 GBM_grid_1_AutoML_20190416_023844_model_7 heat_type_individual 1.4664836665898435e+18 0.0076289433030307776 0.0026171066823465114 -2444 GBM_grid_1_AutoML_20190416_023844_model_7 front_door_structure_mixed 7.052670963883704e+17 0.0036689414375488307 0.0012586292454857327 -2445 GBM_grid_1_AutoML_20190416_023844_model_40 supply_area 9.03911851709998e+20 1.0 0.3046876998639892 -2446 GBM_grid_1_AutoML_20190416_023844_model_40 city 6.434261121689348e+20 0.7118239582230471 0.21688400453906054 -2447 GBM_grid_1_AutoML_20190416_023844_model_40 exclusive_use_area 5.310587330068784e+20 0.5875116384437649 0.17900756976075435 -2448 GBM_grid_1_AutoML_20190416_023844_model_40 apartment_building_count_in_sites 1.6691527691593056e+20 0.18465879897488277 0.05626326471930379 -2449 GBM_grid_1_AutoML_20190416_023844_model_40 total_parking_capacity_in_site 1.1888700812574484e+20 0.1315250020240772 0.040074050341322595 -2450 GBM_grid_1_AutoML_20190416_023844_model_40 heat_fuel_cogeneration 1.0748116708040586e+20 0.1189066908206543 0.036229406124583675 -2451 GBM_grid_1_AutoML_20190416_023844_model_40 floor 8.409207425937808e+19 0.09303127744181557 0.028345485939155406 -2452 GBM_grid_1_AutoML_20190416_023844_model_40 total_household_count_in_sites 7.80346272074485e+19 0.08632990823145478 0.02630366116851122 -2453 GBM_grid_1_AutoML_20190416_023844_model_40 bathroom_count 5.4736459599991276e+19 0.06055508564960421 0.018450389761644766 -2454 GBM_grid_1_AutoML_20190416_023844_model_40 heat_type_individual 5.327292606053771e+19 0.05893597474107382 0.017957066583099947 -2455 GBM_grid_1_AutoML_20190416_023844_model_40 room_count 5.2476923622492996e+19 0.05805535520218974 0.01768875264134207 -2456 GBM_grid_1_AutoML_20190416_023844_model_40 heat_type_district 4.849805052631581e+19 0.05365351769043452 0.01634756689471035 -2457 GBM_grid_1_AutoML_20190416_023844_model_40 heat_fuel_gas 3.49162275910965e+19 0.038627912141037696 0.011769449700801037 -2458 GBM_grid_1_AutoML_20190416_023844_model_40 total_household_count_of_area_type 2.571036857544894e+19 0.02844344669982001 0.008666368351172134 -2459 GBM_grid_1_AutoML_20190416_023844_model_40 front_door_structure_stairway 2.554224884951548e+19 0.028257455415807733 0.00860969909465168 -2460 GBM_grid_1_AutoML_20190416_023844_model_40 front_door_structure_mixed 1.765317375538548e+19 0.019529751404398166 0.005950475034321589 -2461 GBM_grid_1_AutoML_20190416_023844_model_40 heat_type_central 1.6361700591539323e+19 0.018100991330721756 0.00551514941381562 -2462 GBM_grid_1_AutoML_20190416_023844_model_40 front_door_structure_corridor 3.708176082197807e+18 0.004102364710876145 0.0012499400677600516 -2463 GBM_grid_1_AutoML_20190416_015849_model_9 supply_area 7.163329162115988e+20 1.0 0.3747607999901005 -2464 GBM_grid_1_AutoML_20190416_015849_model_9 city 3.756479541156239e+20 0.5244041501014323 0.19652611881014145 -2465 GBM_grid_1_AutoML_20190416_015849_model_9 exclusive_use_area 2.772239480983252e+20 0.3870043408928532 0.1450340563926472 -2466 GBM_grid_1_AutoML_20190416_015849_model_9 apartment_building_count_in_sites 1.0191358324497606e+20 0.14227125535980764 0.05331768947423738 -2467 GBM_grid_1_AutoML_20190416_015849_model_9 total_parking_capacity_in_site 8.53385773976482e+19 0.11913256457482109 0.044646215204932255 -2468 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_district 7.365051370769167e+19 0.102816039917864 0.03853142137143282 -2469 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_in_sites 5.8549055751723155e+19 0.08173442044428998 0.030630856792429335 -2470 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_cogeneration 5.526431314225398e+19 0.07714892320532338 0.028912392178801816 -2471 GBM_grid_1_AutoML_20190416_015849_model_9 floor 4.81876803840272e+19 0.06726995129425682 0.025210140762330777 -2472 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_individual 4.150278602659096e+19 0.05793784577998003 0.021712833434208382 -2473 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_of_area_type 3.408171145975405e+19 0.04757803346521996 0.017830381883381603 -2474 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_stairway 1.3284114768836166e+19 0.01854461028971081 0.006949792987676672 -2475 GBM_grid_1_AutoML_20190416_015849_model_9 bathroom_count 1.2627982304472465e+19 0.017628650057373973 0.006606526998247 -2476 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_corridor 1.0749710779998536e+19 0.015006584978461553 0.005623879791647676 -2477 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_mixed 2.611355784008696e+18 0.0036454499366287995 0.00136617173457487 -2478 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_central 2.3921719893022474e+18 0.0033394695890194438 0.0012515022947235388 -2479 GBM_grid_1_AutoML_20190416_015849_model_9 room_count 2.08197886838571e+18 0.0029064403174385344 0.0010892198984867466 -2480 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_gas 0.0 0.0 0.0 -2481 GBM_grid_1_AutoML_20190416_022142_model_10 supply_area 3.1538570267736995e+21 1.0 0.23678048877278532 -2482 GBM_grid_1_AutoML_20190416_022142_model_10 city 2.659844517273478e+21 0.8433624272418012 0.19969176773491631 -2483 GBM_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 2.5078578814739085e+21 0.7951717088581441 0.18828114588172232 -2484 GBM_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 8.686405742221066e+20 0.2754216715748525 0.06521447801411112 -2485 GBM_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 5.884325515659974e+20 0.18657553166509458 0.04417744558070338 -2486 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 5.7302879828113464e+20 0.1816914316078956 0.04302098598194462 -2487 GBM_grid_1_AutoML_20190416_022142_model_10 bathroom_count 5.324320494182497e+20 0.16881933610126632 0.03997312491635496 -2488 GBM_grid_1_AutoML_20190416_022142_model_10 room_count 4.099946214893929e+20 0.12999784644924284 0.030780953621661212 -2489 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 3.988744599532292e+20 0.1264719537274858 0.02994609101964317 -2490 GBM_grid_1_AutoML_20190416_022142_model_10 floor 3.42327966719407e+20 0.10854263963563314 0.025700779265613514 -2491 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 2.7652112267366472e+20 0.08767712687234192 0.02076023295502663 -2492 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 2.7326336647758768e+20 0.08664418334686777 0.020515652082190177 -2493 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.6568278795793256e+20 0.08424059356606854 0.019946528919083262 -2494 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_district 2.601050798194342e+20 0.08247205805822905 0.019527774217125003 -2495 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 1.0941671216557064e+20 0.034692984252840606 0.008214621768374142 -2496 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 6.2397025391543845e+19 0.019784354478292288 0.004684549123424093 -2497 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_central 2.422907792320679e+19 0.007682364075962063 0.0018190339208367845 -2498 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.2844851077446631e+19 0.00407274361786353 0.0009643462244839686 -2499 XGBoost_grid_1_AutoML_20190416_021340_model_9 supply_area 4.466805922102321e+20 1.0 0.2471254641630362 -2500 XGBoost_grid_1_AutoML_20190416_021340_model_9 city 4.2314646940745413e+20 0.947313307958315 0.2341052409370199 -2501 XGBoost_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.379215463277459e+20 0.7565171897343185 0.1869546616604092 -2502 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.2051537605038807e+20 0.2698021318859249 0.0666749770744859 -2503 XGBoost_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.185503640535989e+20 0.26540298844639004 0.06558783671007108 -2504 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 8.682208246630869e+19 0.19437173671840552 0.04803420565671143 -2505 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 6.8561103081135145e+19 0.153490221596345 0.03793134225648405 -2506 XGBoost_grid_1_AutoML_20190416_021340_model_9 floor 4.3786586026691e+19 0.09802661407344661 0.024224872503231312 -2507 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 4.363233773945356e+19 0.09768129285303226 0.024139534836351072 -2508 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 2.6982785003762483e+19 0.060407336862898495 0.01492819116109668 -2509 XGBoost_grid_1_AutoML_20190416_021340_model_9 room_count 2.1885172020462748e+19 0.048995126276187975 0.012107943322729527 -2510 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_district 1.900404913443386e+19 0.04254505224952672 0.010513965785004919 -2511 XGBoost_grid_1_AutoML_20190416_021340_model_9 bathroom_count 1.863090347526901e+19 0.04170967756418729 0.010307523428140362 -2512 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 1.2860395972840129e+19 0.02879103367622323 0.007114997560970273 -2513 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 7.577715391376392e+18 0.01696450556286965 0.004192361311520573 -2514 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 5.336907395434021e+18 0.011947927643389044 0.002952637164658889 -2515 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_central 4.308044337544954e+18 0.009644574697611565 0.002383419998802333 -2516 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 1.3028940660017725e+18 0.0029168360764341423 0.0007208244692762769 -2517 GBM_grid_1_AutoML_20190416_023844_model_15 supply_area 3.451881606215035e+21 1.0 0.17505504057509033 -2518 GBM_grid_1_AutoML_20190416_023844_model_15 exclusive_use_area 3.117989233441414e+21 0.9032723566844079 0.1581223790497465 -2519 GBM_grid_1_AutoML_20190416_023844_model_15 city 2.296974014172518e+21 0.6654266502179182 0.11648628925364411 -2520 GBM_grid_1_AutoML_20190416_023844_model_15 total_parking_capacity_in_site 1.710240832594039e+21 0.4954517644854299 0.08673132873499702 -2521 GBM_grid_1_AutoML_20190416_023844_model_15 total_household_count_in_sites 1.6509310995138483e+21 0.47826990837153394 0.08372355821582361 -2522 GBM_grid_1_AutoML_20190416_023844_model_15 apartment_building_count_in_sites 1.4939805117624982e+21 0.4328017823880807 0.07576413357691689 -2523 GBM_grid_1_AutoML_20190416_023844_model_15 total_household_count_of_area_type 1.0951605875860067e+21 0.31726481743006324 0.055538805488268346 -2524 GBM_grid_1_AutoML_20190416_023844_model_15 room_count 9.08862785444106e+20 0.2632948893170956 0.046091097532618086 -2525 GBM_grid_1_AutoML_20190416_023844_model_15 bathroom_count 8.389263868306695e+20 0.24303451929527403 0.04254441763638177 -2526 GBM_grid_1_AutoML_20190416_023844_model_15 floor 7.691233369874498e+20 0.22281278002196264 0.039004500247393346 -2527 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_individual 5.714977503296891e+20 0.16556122588350664 0.028982327114698947 -2528 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_district 3.8480144998951027e+20 0.11147585400863225 0.019514410146623962 -2529 GBM_grid_1_AutoML_20190416_023844_model_15 heat_fuel_gas 3.8447736673820004e+20 0.11138196803909994 0.019497974934418055 -2530 GBM_grid_1_AutoML_20190416_023844_model_15 heat_fuel_cogeneration 3.640416149259367e+20 0.10546179054069757 0.01846161802222349 -2531 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_stairway 2.7089679524214866e+20 0.0784780088501312 0.013737971023512015 -2532 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_corridor 2.519626772462646e+20 0.07299285027406835 0.012777766366418527 -2533 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_central 8.320620213892547e+19 0.024104593271424654 0.004219630553175292 -2534 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_mixed 7.388157827529205e+19 0.02140327702499122 0.0037467515280497367 -2535 GBM_grid_1_AutoML_20190416_023844_model_1 supply_area 5.413133097315359e+21 1.0 0.30409204077406266 -2536 GBM_grid_1_AutoML_20190416_023844_model_1 city 3.8902335649706316e+21 0.7186657883767888 0.21854054622199837 -2537 GBM_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 3.021741116955019e+21 0.5582240566842241 0.16975149260628178 -2538 GBM_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 9.542894689854853e+20 0.17629152134810147 0.053608848497908416 -2539 GBM_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 8.097149137476376e+20 0.1495834111578035 0.04548712476492216 -2540 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_district 6.310145434396226e+20 0.11657103789902634 0.035448324809865525 -2541 GBM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 5.215824908878212e+20 0.09635500947621255 0.02930079147042562 -2542 GBM_grid_1_AutoML_20190416_023844_model_1 bathroom_count 5.0142656038678036e+20 0.0926314855689513 0.02816849748659554 -2543 GBM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 4.5643141316907054e+20 0.08431926667301742 0.025640817879170278 -2544 GBM_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 4.292556726707264e+20 0.07929893186694699 0.024114174022623263 -2545 GBM_grid_1_AutoML_20190416_023844_model_1 floor 3.4488949456059027e+20 0.06371347025101563 0.019374759193428875 -2546 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 2.865152963420556e+20 0.05292966036326591 0.016095488437343545 -2547 GBM_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 1.6738310591940972e+20 0.03092166826683484 0.00940303320740038 -2548 GBM_grid_1_AutoML_20190416_023844_model_1 room_count 1.472562113214352e+20 0.027203508333180804 0.00827237036525117 -2549 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 1.202613009034416e+20 0.02221657933426487 0.006755884948775471 -2550 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 4.1683224680802025e+19 0.007700387914251508 0.002341626675596669 -2551 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_central 3.2317564844196758e+19 0.005970214340420456 0.0018154946626370311 -2552 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 3.184030862802105e+19 0.005882047985077669 0.001788683975713232 -2553 GBM_grid_1_AutoML_20190416_022142_model_44 supply_area 6.078077760347591e+20 1.0 0.3058106416810628 -2554 GBM_grid_1_AutoML_20190416_022142_model_44 city 3.940894557178922e+20 0.648378436828941 0.19828102581882293 -2555 GBM_grid_1_AutoML_20190416_022142_model_44 exclusive_use_area 3.281963395917881e+20 0.5399673260728722 0.16512775447315275 -2556 GBM_grid_1_AutoML_20190416_022142_model_44 apartment_building_count_in_sites 1.1541483836615845e+20 0.189887071072217 0.05806948705153226 -2557 GBM_grid_1_AutoML_20190416_022142_model_44 total_parking_capacity_in_site 1.1297736182486742e+20 0.18587679572300586 0.05684310217367226 -2558 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_district 7.639983813489905e+19 0.12569736871962942 0.03843959298577102 -2559 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_of_area_type 7.3745062911587385e+19 0.12132958119208083 0.03710387707924485 -2560 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_in_sites 6.401148669311897e+19 0.10531534675439608 0.0322065537698255 -2561 GBM_grid_1_AutoML_20190416_022142_model_44 floor 5.997226360271641e+19 0.09866978667822561 0.030174270778601756 -2562 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_cogeneration 5.2405037552269e+19 0.08621975502543107 0.026366918609911114 -2563 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_individual 3.719031670450002e+19 0.0611876290019251 0.018711828088021524 -2564 GBM_grid_1_AutoML_20190416_022142_model_44 bathroom_count 2.7852215027333333e+19 0.045824051822825854 0.01401348269236465 -2565 GBM_grid_1_AutoML_20190416_022142_model_44 room_count 1.5625802956626985e+19 0.025708461741913255 0.007861921181927547 -2566 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_stairway 1.0224991945386623e+19 0.016822739603782035 0.005144572793066012 -2567 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_corridor 6.308215967411339e+18 0.010378636496829859 0.0031738974868700367 -2568 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_central 3.8849440168395407e+18 0.0063917313499743215 0.001954659465588613 -2569 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_mixed 1.4238939462489866e+18 0.002342671486597693 0.0007164138705643698 -2570 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_gas 0.0 0.0 0.0 -2571 GBM_grid_1_AutoML_20190416_023844_model_43 supply_area 4.538082071236156e+20 1.0 0.251803110147332 -2572 GBM_grid_1_AutoML_20190416_023844_model_43 exclusive_use_area 4.36664551454588e+20 0.9622226848260642 0.24229066469351893 -2573 GBM_grid_1_AutoML_20190416_023844_model_43 city 3.800725296432829e+20 0.8375179727407456 0.2108896303404081 -2574 GBM_grid_1_AutoML_20190416_023844_model_43 apartment_building_count_in_sites 1.2154512586440494e+20 0.26783368823318027 0.06744135569934565 -2575 GBM_grid_1_AutoML_20190416_023844_model_43 heat_fuel_cogeneration 1.0063070826205911e+20 0.22174721982198023 0.05583663961769872 -2576 GBM_grid_1_AutoML_20190416_023844_model_43 total_parking_capacity_in_site 5.8785886158299595e+19 0.12953905468326304 0.03261833685479094 -2577 GBM_grid_1_AutoML_20190416_023844_model_43 total_household_count_in_sites 5.6981411655258735e+19 0.1255627614503173 0.031617093851877415 -2578 GBM_grid_1_AutoML_20190416_023844_model_43 bathroom_count 3.910492269022544e+19 0.08617059382439378 0.02169802352822483 -2579 GBM_grid_1_AutoML_20190416_023844_model_43 floor 3.761131530872894e+19 0.0828793193210888 0.020869270371944023 -2580 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_individual 2.7931522801044816e+19 0.06154917950489242 0.015498274826348333 -2581 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_district 2.719552511057435e+19 0.059927354075300795 0.015089894139061128 -2582 GBM_grid_1_AutoML_20190416_023844_model_43 total_household_count_of_area_type 2.0004411201663533e+19 0.04408120189905338 0.011099783737214116 -2583 GBM_grid_1_AutoML_20190416_023844_model_43 heat_fuel_gas 1.6349251920889643e+19 0.036026787669876076 0.009071657183892346 -2584 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_stairway 7.990754081176027e+18 0.017608218528756967 0.004433804189694882 -2585 GBM_grid_1_AutoML_20190416_023844_model_43 room_count 7.312799609535857e+18 0.01611429563137865 0.004057629757814709 -2586 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_central 6.4012192579584e+18 0.014105560801844937 0.0035518240802768484 -2587 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_mixed 2.1572216101703516e+18 0.00475359761306109 0.0011969706633577159 -2588 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_corridor 1.6869567761188127e+18 0.003717334216609468 0.0009360363171993598 -2589 XGBoost_grid_1_AutoML_20190416_020809_model_6 supply_area 4.02468789852708e+20 1.0 0.23586783743966896 -2590 XGBoost_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 3.326278112563765e+20 0.8264685850003641 0.1949373578558591 -2591 XGBoost_grid_1_AutoML_20190416_020809_model_6 city 3.205536958397683e+20 0.7964684564909535 0.18786129242143226 -2592 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 1.1452951160347322e+20 0.28456743601258555 0.06712030573803993 -2593 XGBoost_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 1.103971071016399e+20 0.2742997963694081 0.06469849977979385 -2594 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 9.079971971141625e+19 0.2256068594651683 0.05321340205360456 -2595 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 7.390730684738201e+19 0.1836348773141638 0.04331356139059074 -2596 XGBoost_grid_1_AutoML_20190416_020809_model_6 bathroom_count 5.738292691344346e+19 0.142577333597579 0.03362940734357521 -2597 XGBoost_grid_1_AutoML_20190416_020809_model_6 floor 4.332637443976908e+19 0.10765151368786953 0.025391529730664705 -2598 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 3.81922268841016e+19 0.09489487842791204 0.022382649758891905 -2599 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 3.4066546995383763e+19 0.08464394719364733 0.019964784776923133 -2600 XGBoost_grid_1_AutoML_20190416_020809_model_6 room_count 3.1194893103493284e+19 0.07750885010216498 0.018281844856033118 -2601 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_district 1.786216012950012e+19 0.04438147896147961 0.01046816346501836 -2602 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 1.6769837108746519e+19 0.041667422497242076 0.009828004836109499 -2603 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 6.987595955876921e+18 0.017361833096261155 0.00409509802640359 -2604 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_central 6.431847253861728e+18 0.0159809839073872 0.00376940011439357 -2605 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 6.187235603495518e+18 0.015373205971473883 0.00362604484700615 -2606 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 2.646205904562684e+18 0.006574934432881414 0.0015508155659913554 -2607 GBM_grid_1_AutoML_20190416_022142_model_32 supply_area 4.037022483850262e+21 1.0 0.17886540845789153 -2608 GBM_grid_1_AutoML_20190416_022142_model_32 exclusive_use_area 3.1950407565161424e+21 0.7914349670574315 0.14156033865058543 -2609 GBM_grid_1_AutoML_20190416_022142_model_32 total_parking_capacity_in_site 2.1499098127656645e+21 0.5325483871754941 0.09525448479573613 -2610 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_in_sites 1.982413483536873e+21 0.49105832119274445 0.08783334719678673 -2611 GBM_grid_1_AutoML_20190416_022142_model_32 city 1.7754013045401374e+21 0.4397798901647111 0.07866140968587773 -2612 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_of_area_type 1.75029261071764e+21 0.43356028303521343 0.07754893711621252 -2613 GBM_grid_1_AutoML_20190416_022142_model_32 apartment_building_count_in_sites 1.6366401927337833e+21 0.40540774773512217 0.07251342239063648 -2614 GBM_grid_1_AutoML_20190416_022142_model_32 floor 1.4618297362351653e+21 0.3621059189249208 0.06476822309352612 -2615 GBM_grid_1_AutoML_20190416_022142_model_32 room_count 1.1778126886410912e+21 0.2917528186560325 0.0521844870776524 -2616 GBM_grid_1_AutoML_20190416_022142_model_32 bathroom_count 9.555284514642214e+20 0.23669138710193596 0.0423359016324527 -2617 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_cogeneration 4.9030551924131444e+20 0.12145226369254486 0.021723608753502585 -2618 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_gas 4.5046913984364125e+20 0.11158450111330856 0.019958607369201988 -2619 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_individual 4.3354862346240105e+20 0.10739316543238799 0.019208922400649996 -2620 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_district 3.2470481842755286e+20 0.08043175873468743 0.014386459379066453 -2621 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_corridor 2.884018647812727e+20 0.07143925156102002 0.01277801091038791 -2622 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_stairway 2.1420092675662335e+20 0.05305913643372424 0.00949044411064108 -2623 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_mixed 1.3724838611667386e+20 0.03399742921069264 0.0060809640622887925 -2624 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_central 1.0939812602101472e+20 0.02709871606082252 0.004847022916903446 -2625 GBM_grid_1_AutoML_20190416_022142_model_23 city 4.0621933836426124e+20 1.0 0.24225899348114338 -2626 GBM_grid_1_AutoML_20190416_022142_model_23 supply_area 3.997210311300586e+20 0.9840029594347487 0.23838356653512857 -2627 GBM_grid_1_AutoML_20190416_022142_model_23 exclusive_use_area 2.863508973634705e+20 0.7049169508190587 0.17077247099322182 -2628 GBM_grid_1_AutoML_20190416_022142_model_23 apartment_building_count_in_sites 1.1289979787659759e+20 0.277928171345105 0.0673305990501199 -2629 GBM_grid_1_AutoML_20190416_022142_model_23 total_parking_capacity_in_site 8.128371925189866e+19 0.20009810359892488 0.04847556517536109 -2630 GBM_grid_1_AutoML_20190416_022142_model_23 room_count 6.486166866613397e+19 0.15967154327835525 0.038681867362195164 -2631 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_cogeneration 6.348830827429757e+19 0.15629070868449627 0.03786282977636066 -2632 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_in_sites 5.997628781527407e+19 0.1476450827200469 0.035768349132198715 -2633 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_individual 5.5692317834575086e+19 0.1370991298908453 0.03321349721449672 -2634 GBM_grid_1_AutoML_20190416_022142_model_23 floor 3.4295164050100716e+19 0.08442523733163061 0.020452773020367482 -2635 GBM_grid_1_AutoML_20190416_022142_model_23 bathroom_count 3.137879521933184e+19 0.07724594143076995 0.01871352402152168 -2636 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_gas 2.2481243662159184e+19 0.05534262291077834 0.013407248122971628 -2637 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_of_area_type 2.1889132461345997e+19 0.05388500840331185 0.013054127899509282 -2638 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_stairway 1.4118081144364728e+19 0.03475482285312792 0.008419668403014209 -2639 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_district 9.737019888886612e+18 0.023969858077399854 0.005806913691716743 -2640 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_corridor 8.8855272980113e+18 0.021873718109509478 0.005299104932900025 -2641 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_mixed 2.0045347668833075e+18 0.0049346118649964904 0.0011954541036341576 -2642 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_central 1.5148980497788436e+18 0.003729261280073324 0.0009034470841387638 -2643 XGBoost_grid_1_AutoML_20190416_023844_model_7 supply_area 5.0741905708783396e+20 1.0 0.24651873543601543 -2644 XGBoost_grid_1_AutoML_20190416_023844_model_7 exclusive_use_area 4.830507480072019e+20 0.9519759679100623 0.23467991177466535 -2645 XGBoost_grid_1_AutoML_20190416_023844_model_7 city 4.59557052047954e+20 0.9056755863396848 0.2232660002597309 -2646 XGBoost_grid_1_AutoML_20190416_023844_model_7 apartment_building_count_in_sites 1.1931675004643783e+20 0.2351444006285798 0.05796750028781728 -2647 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_parking_capacity_in_site 8.179398940420997e+19 0.16119613219424567 0.03973786666570221 -2648 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_fuel_cogeneration 7.481482615276228e+19 0.14744189266784252 0.036347188930769256 -2649 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_household_count_in_sites 6.8413306728129495e+19 0.13482604914518848 0.03323714713910593 -2650 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_fuel_gas 5.079497869525149e+19 0.10010459399529197 0.024677657923055117 -2651 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_individual 4.111683545500903e+19 0.0810313189476676 0.019975738277691453 -2652 XGBoost_grid_1_AutoML_20190416_023844_model_7 floor 3.801831493091302e+19 0.07492488585097044 0.018470388112669038 -2653 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_household_count_of_area_type 3.798693486905629e+19 0.07486304335329837 0.01845514277834671 -2654 XGBoost_grid_1_AutoML_20190416_023844_model_7 room_count 3.669044133511771e+19 0.07230796877375974 0.017825269024054142 -2655 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_district 2.0195088508152447e+19 0.039799625627101126 0.009811353380419802 -2656 XGBoost_grid_1_AutoML_20190416_023844_model_7 bathroom_count 1.7385332722859246e+19 0.03426227785498773 0.008446293409968969 -2657 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_stairway 1.4638619635767837e+19 0.02884917196405948 0.007111861390956093 -2658 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_mixed 4.50948091506747e+18 0.008887094112996393 0.002190835202436728 -2659 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_central 1.338712169105064e+18 0.0026382772787213894 0.0006503847784799689 -2660 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_corridor 1.2982461554732564e+18 0.0025585285718753184 0.0006307252281156179 -2661 XGBoost_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 8.919500799934695e+20 1.0 0.2344245425879374 -2662 XGBoost_grid_1_AutoML_20190416_020809_model_8 supply_area 8.217264361662998e+20 0.9212695358156324 0.21596818953378105 -2663 XGBoost_grid_1_AutoML_20190416_020809_model_8 city 5.816057982183455e+20 0.6520609294890178 0.1528590851349283 -2664 XGBoost_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 2.7776256805844707e+20 0.311410441333758 0.07300225026677393 -2665 XGBoost_grid_1_AutoML_20190416_020809_model_8 floor 2.4548120573410646e+20 0.2752185478092045 0.06451798218188914 -2666 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.4231440113987905e+20 0.27166811974685084 0.06368567470738051 -2667 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.6774045599452994e+20 0.18806036319404565 0.04408596462068553 -2668 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 1.437580139225961e+20 0.16117271262944294 0.037782839435814244 -2669 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 1.4110833163714429e+20 0.1582020505432069 0.03708644333506503 -2670 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_district 7.256588506930925e+19 0.08135644213389223 0.019071946733819685 -2671 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 6.70569799704306e+19 0.07518019390829761 0.017624082568625105 -2672 XGBoost_grid_1_AutoML_20190416_020809_model_8 bathroom_count 4.857790585681792e+19 0.05446258366519076 0.012767366263869616 -2673 XGBoost_grid_1_AutoML_20190416_020809_model_8 room_count 2.890357904092902e+19 0.03240492903049086 0.007596510665567394 -2674 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 2.026429177000467e+19 0.022719087339678288 0.005325911657619482 -2675 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 1.9697423157141963e+19 0.022083548843099134 0.0051769258362618885 -2676 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 1.4714697044316914e+19 0.01649722038751838 0.0038673533433163914 -2677 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_central 1.0503291532516262e+19 0.011775649521319806 0.0027605012527112597 -2678 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 9.118054765832438e+18 0.01022260659015715 0.0023964298739540244 -2679 XGBoost_grid_1_AutoML_20190416_022142_model_7 supply_area 8.01618426780044e+20 1.0 0.3076070107898263 -2680 XGBoost_grid_1_AutoML_20190416_022142_model_7 city 6.984931025564216e+20 0.871353600692716 0.26803447645003825 -2681 XGBoost_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 5.0634663742656637e+20 0.6316554366900835 0.19430164072937892 -2682 XGBoost_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 1.4029362870533436e+20 0.17501297876705313 0.05383521924795655 -2683 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 8.754314219180419e+19 0.10920799630748151 0.03359314529849077 -2684 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 8.595042483217996e+19 0.10722111912699818 0.03298196794819578 -2685 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 5.181748492666457e+19 0.06464108507935132 0.019884050955470096 -2686 XGBoost_grid_1_AutoML_20190416_022142_model_7 floor 4.804464711539307e+19 0.05993455927451633 0.018436290621439626 -2687 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 4.765965971599707e+19 0.059454296612712974 0.018288558459648333 -2688 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_district 4.181808637901852e+19 0.05216707224033534 0.01604695715350648 -2689 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 2.6831718703175827e+19 0.03347193353694972 0.01029620142065684 -2690 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 2.156222786319889e+19 0.02689836852904 0.008274126738341131 -2691 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 1.1763382435482436e+19 0.01467454095676644 0.004513991678423802 -2692 XGBoost_grid_1_AutoML_20190416_022142_model_7 bathroom_count 1.1524361801743466e+19 0.014376368377701522 0.004422271702678149 -2693 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.019384717901824e+19 0.012716582900876017 0.003911710053599489 -2694 XGBoost_grid_1_AutoML_20190416_022142_model_7 room_count 8.699353041393943e+18 0.01085223686328877 0.0033382241418994187 -2695 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 4.3515055582897766e+18 0.0054284001127182 0.0016698139320444013 -2696 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_central 1.4706670334556242e+18 0.0018346222895137619 0.0005643426784057155 -2697 GBM_grid_1_AutoML_20190416_022142_model_8 supply_area 8.113334652324681e+20 1.0 0.2870514655600605 -2698 GBM_grid_1_AutoML_20190416_022142_model_8 city 6.77219927504072e+20 0.8346998571173578 0.23960181728831068 -2699 GBM_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 4.553644119011046e+20 0.5612543194808696 0.16110887495889803 -2700 GBM_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.4455165900771086e+20 0.17816553267193663 0.05114267726576825 -2701 GBM_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2514889397169658e+20 0.15425087135514395 0.044277938686410424 -2702 GBM_grid_1_AutoML_20190416_022142_model_8 room_count 1.0008172650435707e+20 0.1233546140928392 0.035409122758945186 -2703 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.919663175811885e+19 0.10993831214956935 0.03155795362373329 -2704 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_district 7.751929930164942e+19 0.09554554646582725 0.02742648914075257 -2705 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 7.10787516122771e+19 0.08760732135203025 0.025147809987891463 -2706 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 6.246313242865225e+19 0.0769882361634805 0.022099586021611127 -2707 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 5.186779418070509e+19 0.06392907035560726 0.01835093333746928 -2708 GBM_grid_1_AutoML_20190416_022142_model_8 floor 4.780194971477082e+19 0.05891775917448977 0.016912429118551987 -2709 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.6102342232740725e+19 0.05682292695708195 0.016311104460442642 -2710 GBM_grid_1_AutoML_20190416_022142_model_8 bathroom_count 2.318537310761019e+19 0.028576872643811112 0.008203033173529179 -2711 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 1.9921046230045557e+19 0.024553463013309403 0.007048107542545204 -2712 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 1.916535188827511e+19 0.023622040393445058 0.0067807413144573515 -2713 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_central 2.48303975339026e+18 0.003060442912556066 0.0008785046233121187 -2714 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 1.9542314227177882e+18 0.0024086661113600807 0.0006914111373107631 -2715 GBM_grid_1_AutoML_20190416_020809_model_2 supply_area 9.227605420504504e+20 1.0 0.3750408415936733 -2716 GBM_grid_1_AutoML_20190416_020809_model_2 city 5.000138726630417e+20 0.5418674183358224 0.20322241260485788 -2717 GBM_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 3.5065997787376334e+20 0.3800118902944937 0.1425199791516496 -2718 GBM_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 1.4065483146919831e+20 0.15242831163613868 0.05716684227872016 -2719 GBM_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 9.855741636016656e+19 0.10680714212287817 0.04005704046997931 -2720 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 7.791729612262526e+19 0.08443934539017736 0.03166820315875098 -2721 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 6.634194996670182e+19 0.07189508755899392 0.02696359414457591 -2722 GBM_grid_1_AutoML_20190416_020809_model_2 floor 6.3154769222988464e+19 0.06844112458759163 0.025668216964947813 -2723 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_district 5.039330070934585e+19 0.05461146030081408 0.02048152803187679 -2724 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 4.895837206440051e+19 0.05305642128521333 0.01989832489075489 -2725 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 4.354993154197501e+19 0.047195268498589515 0.01770015321695039 -2726 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 4.273192127918873e+19 0.04630878687577479 0.01736768640307263 -2727 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 1.7028642354715689e+19 0.01845402092819946 0.006921011539699186 -2728 GBM_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.470746555634103e+19 0.015938550562272443 0.005977607416657972 -2729 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.110714881604898e+19 0.012036870141161405 0.004514317907894931 -2730 GBM_grid_1_AutoML_20190416_020809_model_2 room_count 7.004443772549333e+18 0.0075907491200099195 0.0028468409382949554 -2731 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.8832754549181645e+18 0.0031246193606320524 0.0011718598746713303 -2732 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_central 2.001654183857488e+18 0.0021692021847939513 0.0008135394129719584 -2733 GBM_grid_1_AutoML_20190416_023844_model_2 supply_area 1.756430594797281e+20 1.0 0.35647342668643767 -2734 GBM_grid_1_AutoML_20190416_023844_model_2 city 1.0395650223766294e+20 0.5918622833466478 0.21098317627103885 -2735 GBM_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 5.176742636127519e+19 0.29473083943433553 0.10506371228332784 -2736 GBM_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 3.667750887935181e+19 0.2088184354565115 0.07443822324248336 -2737 GBM_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 2.8541217391809397e+19 0.1624955604642237 0.057925349260015045 -2738 GBM_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 2.748426126207484e+19 0.15647792371350117 0.055780221666930745 -2739 GBM_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 1.8548347744209076e+19 0.10560250885603505 0.03764448819859569 -2740 GBM_grid_1_AutoML_20190416_023844_model_2 floor 1.3121314480157884e+19 0.07470442907920473 0.026630143822518066 -2741 GBM_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 1.2753804917597012e+19 0.07261206309759707 0.025884270951172256 -2742 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 8.309842251161272e+18 0.04731096278882774 0.016865101025167965 -2743 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 4.341701487982805e+18 0.02471889012206545 0.008811627465698206 -2744 GBM_grid_1_AutoML_20190416_023844_model_2 bathroom_count 3.551937404036186e+18 0.020222475141103622 0.00720877500963051 -2745 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 3.49761630694382e+18 0.019913205322795568 0.007098528537727545 -2746 GBM_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 1.5119681261687276e+18 0.008608186003177837 0.0030685895621070333 -2747 GBM_grid_1_AutoML_20190416_023844_model_2 room_count 1.359219985108435e+18 0.007738535124214856 0.002758582133262227 -2748 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_district 1.2455421651074417e+18 0.007091325833180425 0.0025278692195038837 -2749 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_central 4.1286077507436544e+17 0.0023505669754176417 0.0008379146643831023 -2750 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 0.0 0.0 0.0 -2751 GBM_grid_1_AutoML_20190416_023844_model_47 supply_area 4.3931693941825345e+21 1.0 0.2676027990831945 -2752 GBM_grid_1_AutoML_20190416_023844_model_47 city 3.7427615063225244e+21 0.8519501914218731 0.2279842559039566 -2753 GBM_grid_1_AutoML_20190416_023844_model_47 exclusive_use_area 2.763776619149097e+21 0.6291076831248322 0.1683509769289485 -2754 GBM_grid_1_AutoML_20190416_023844_model_47 total_parking_capacity_in_site 8.590317925733908e+20 0.19553805362272775 0.05232653047672173 -2755 GBM_grid_1_AutoML_20190416_023844_model_47 apartment_building_count_in_sites 7.550592990386135e+20 0.17187120078694626 0.04599321441237657 -2756 GBM_grid_1_AutoML_20190416_023844_model_47 total_household_count_in_sites 6.206922930936894e+20 0.141285763739412 0.03780846584727356 -2757 GBM_grid_1_AutoML_20190416_023844_model_47 bathroom_count 4.934623314738686e+20 0.11232490423139951 0.03005845877907427 -2758 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_individual 4.5699056321030626e+20 0.10402297799293976 0.027836840079880222 -2759 GBM_grid_1_AutoML_20190416_023844_model_47 heat_fuel_gas 3.762059078882086e+20 0.08563428225335064 0.022915973628476964 -2760 GBM_grid_1_AutoML_20190416_023844_model_47 total_household_count_of_area_type 3.759287254048928e+20 0.08557118828668438 0.022899089506391808 -2761 GBM_grid_1_AutoML_20190416_023844_model_47 heat_fuel_cogeneration 3.7099643938799197e+20 0.08444847127435333 0.0225986472913137 -2762 GBM_grid_1_AutoML_20190416_023844_model_47 floor 3.595409707858217e+20 0.08184090767406518 0.021900855973089137 -2763 GBM_grid_1_AutoML_20190416_023844_model_47 room_count 2.9775577083857705e+20 0.06777698379508591 0.018137310576981307 -2764 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_district 2.9138734671394033e+20 0.06632736427140676 0.01774938833483912 -2765 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_stairway 1.324886970370548e+20 0.030157884923011906 0.008070334419826856 -2766 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_corridor 9.311371669886154e+19 0.02119511185299692 0.00567187125874337 -2767 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_central 3.1302796975619965e+19 0.007125333481807314 0.0019067591841328414 -2768 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_mixed 3.090097990149341e+18 0.0007033869429759003 0.00018822831477892228 -2769 XGBoost_grid_1_AutoML_20190416_015849_model_6 supply_area 8.201676277452762e+20 1.0 0.246840765793381 -2770 XGBoost_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 7.98374146198477e+20 0.9734280154330015 0.24028171677421317 -2771 XGBoost_grid_1_AutoML_20190416_015849_model_6 city 7.341820185410074e+20 0.8951609326002637 0.22096221011136621 -2772 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.4838437182418452e+20 0.1809195666892001 0.04465832438856881 -2773 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 1.4519613994735501e+20 0.1770322736908233 0.043698782007986235 -2774 XGBoost_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 1.3768471631104049e+20 0.16787387316120939 0.04143811540781383 -2775 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 1.055048345118971e+20 0.12863813559910986 0.031753135901517064 -2776 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 8.880615559667699e+19 0.10827805511028775 0.02672743804204134 -2777 XGBoost_grid_1_AutoML_20190416_015849_model_6 bathroom_count 7.72755067874459e+19 0.09421916224599608 0.02325713016121248 -2778 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 6.181341341561337e+19 0.07536680469277322 0.018603599785764324 -2779 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_district 5.311751229097483e+19 0.06476421464841309 0.01598644833982119 -2780 XGBoost_grid_1_AutoML_20190416_015849_model_6 floor 4.616552896696576e+19 0.05628791896344344 0.013894153021852151 -2781 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 3.356776893860597e+19 0.04092793692782921 0.010102683293608559 -2782 XGBoost_grid_1_AutoML_20190416_015849_model_6 room_count 2.918491547917458e+19 0.03558408609640795 0.008783603062094941 -2783 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_central 1.6313958697149661e+19 0.019891005381422314 0.004909911000750546 -2784 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.3081196599395222e+19 0.015949418334586987 0.0039369666356684424 -2785 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.2826370486006972e+19 0.01563871829624386 0.003860273200271792 -2786 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 1.0125572317296722e+18 0.0012345735157985869 0.00030474307206794987 -2787 GBM_grid_1_AutoML_20190416_023844_model_60 supply_area 8.220839797554665e+20 1.0 0.3502008565238317 -2788 GBM_grid_1_AutoML_20190416_023844_model_60 city 4.7748088598367935e+20 0.580817650923825 0.2034028388376834 -2789 GBM_grid_1_AutoML_20190416_023844_model_60 exclusive_use_area 4.3450095886172946e+20 0.5285359763256476 0.18509375161290145 -2790 GBM_grid_1_AutoML_20190416_023844_model_60 apartment_building_count_in_sites 1.0894577814125465e+20 0.1325239036693808 0.04640998457489892 -2791 GBM_grid_1_AutoML_20190416_023844_model_60 total_parking_capacity_in_site 7.305948662534347e+19 0.08887107451853693 0.031122726416584905 -2792 GBM_grid_1_AutoML_20190416_023844_model_60 heat_fuel_gas 6.561745976492766e+19 0.07981843872501437 0.02795248560789501 -2793 GBM_grid_1_AutoML_20190416_023844_model_60 bathroom_count 6.372140913743259e+19 0.07751204342454998 0.027144783998189842 -2794 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_district 6.203081765075026e+19 0.07545557288344394 0.026424606253278478 -2795 GBM_grid_1_AutoML_20190416_023844_model_60 total_household_count_in_sites 5.841022701555365e+19 0.07105141135693716 0.024882265114426493 -2796 GBM_grid_1_AutoML_20190416_023844_model_60 floor 5.0982740096903545e+19 0.0620164622500838 0.02171821819855722 -2797 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_individual 4.10927033738026e+19 0.049986016496788875 0.017505145791389846 -2798 GBM_grid_1_AutoML_20190416_023844_model_60 heat_fuel_cogeneration 3.3703708158217683e+19 0.04099788949572164 0.014357496017071121 -2799 GBM_grid_1_AutoML_20190416_023844_model_60 total_household_count_of_area_type 2.038547554357163e+19 0.024797315171663364 0.008684041012607916 -2800 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_stairway 1.4418486412770804e+19 0.017538945859350844 0.006142153862469777 -2801 GBM_grid_1_AutoML_20190416_023844_model_60 room_count 7.661301914587365e+18 0.009319366516382259 0.0032636501362965846 -2802 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_corridor 7.486398201910526e+18 0.00910661001341663 0.0031891426267270065 -2803 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_central 4.462304719410299e+18 0.0054280399926265885 0.0019009042546634443 -2804 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_mixed 1.4200965079645553e+18 0.0017274348399137652 0.0006049491605269086 -2805 GBM_grid_1_AutoML_20190416_023844_model_41 supply_area 6.823421809827548e+21 1.0 0.16227066001026658 -2806 GBM_grid_1_AutoML_20190416_023844_model_41 exclusive_use_area 6.540519192035016e+21 0.9585394797980865 0.15554283403273306 -2807 GBM_grid_1_AutoML_20190416_023844_model_41 total_household_count_in_sites 4.442030916864714e+21 0.6509975552833337 0.10563780296089655 -2808 GBM_grid_1_AutoML_20190416_023844_model_41 city 3.988324779604528e+21 0.5845050900796249 0.09484802674658105 -2809 GBM_grid_1_AutoML_20190416_023844_model_41 total_parking_capacity_in_site 3.9355012151501694e+21 0.5767635835559803 0.09359180737351545 -2810 GBM_grid_1_AutoML_20190416_023844_model_41 apartment_building_count_in_sites 3.0660731443119705e+21 0.44934539147147656 0.0729155732466481 -2811 GBM_grid_1_AutoML_20190416_023844_model_41 total_household_count_of_area_type 2.3806112072773455e+21 0.3488881786332819 0.05661431501660244 -2812 GBM_grid_1_AutoML_20190416_023844_model_41 floor 2.1635308091011582e+21 0.3170741703209813 0.0514518348901933 -2813 GBM_grid_1_AutoML_20190416_023844_model_41 room_count 1.8485700210486306e+21 0.2709153959068156 0.043961620100741644 -2814 GBM_grid_1_AutoML_20190416_023844_model_41 bathroom_count 1.6841054587939895e+21 0.2468124506634528 0.04005041926790984 -2815 GBM_grid_1_AutoML_20190416_023844_model_41 heat_fuel_cogeneration 1.225761036130077e+21 0.17964022601748791 0.029150338040251224 -2816 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_district 1.001223380658406e+21 0.14673332655712082 0.023810513745925972 -2817 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_individual 9.186037195943874e+20 0.13462508184256658 0.02184570088452943 -2818 GBM_grid_1_AutoML_20190416_023844_model_41 heat_fuel_gas 7.716603413212871e+20 0.11308993681291846 0.01835117868715162 -2819 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_corridor 4.637768193456839e+20 0.06796836430040445 0.01102927133484487 -2820 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_stairway 3.2873276052865443e+20 0.04817711255299966 0.007817731851364154 -2821 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_central 2.6662268568172757e+20 0.03907463045853618 0.006340666074163931 -2822 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_mixed 2.0056437892866638e+20 0.029393519046382294 0.004769705735680796 -2823 XGBoost_grid_1_AutoML_20190416_021340_model_1 city 6.979421152895104e+20 1.0 0.27559463882157853 -2824 XGBoost_grid_1_AutoML_20190416_021340_model_1 supply_area 6.038627634986709e+20 0.8652046498844466 0.23844576299165438 -2825 XGBoost_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 5.196257120341008e+20 0.7445111860294561 0.20518329141241304 -2826 XGBoost_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.5555913379616706e+20 0.22288257204774098 0.061425241943121635 -2827 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.1332631163115143e+20 0.16237207806859888 0.044748874210024665 -2828 XGBoost_grid_1_AutoML_20190416_021340_model_1 bathroom_count 7.860599502189206e+19 0.11262537866666182 0.031038950555782183 -2829 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 7.361560201448653e+19 0.10547522552633229 0.02906840668355409 -2830 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 6.60869468319415e+19 0.0946882920291008 0.02609558564239219 -2831 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 5.8005351649834435e+19 0.08310911518181344 0.022904426581312844 -2832 XGBoost_grid_1_AutoML_20190416_021340_model_1 floor 4.069683520733813e+19 0.05830975709275955 0.016069856445753046 -2833 XGBoost_grid_1_AutoML_20190416_021340_model_1 room_count 3.4860513137893835e+19 0.049947570685619815 0.013765282703118657 -2834 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 3.288500300408265e+19 0.047117092211066476 0.012985218010231876 -2835 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 1.952716817962736e+19 0.02797820585956097 0.007710643538741478 -2836 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_district 1.5964942920167981e+19 0.022874308012700493 0.006304036655053733 -2837 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 1.0854998913962738e+19 0.015552864164759596 0.004286285982127993 -2838 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 5.686477876031914e+18 0.008147492107813454 0.0022454051447545107 -2839 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_central 3.3667667266570813e+18 0.00482384807121222 0.0013294266669159 -2840 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 2.0226178848695255e+18 0.002897973686586504 0.0007986660114692461 -2841 GBM_grid_1_AutoML_20190416_022142_model_43 exclusive_use_area 1.44828973432422e+20 1.0 0.33558676010427274 -2842 GBM_grid_1_AutoML_20190416_022142_model_43 city 9.556208280331407e+19 0.6598271087511633 0.22142924165477254 -2843 GBM_grid_1_AutoML_20190416_022142_model_43 apartment_building_count_in_sites 4.85659343742147e+19 0.3353330015618444 0.11253331555018041 -2844 GBM_grid_1_AutoML_20190416_022142_model_43 supply_area 2.796369451127354e+19 0.19308080316071255 0.06479536117103435 -2845 GBM_grid_1_AutoML_20190416_022142_model_43 total_parking_capacity_in_site 2.5310443211077976e+19 0.1747609101357607 0.058647447625333894 -2846 GBM_grid_1_AutoML_20190416_022142_model_43 bathroom_count 2.4273141951201542e+19 0.16759866051613992 0.05624389148042729 -2847 GBM_grid_1_AutoML_20190416_022142_model_43 room_count 1.295917279894464e+19 0.08947914558678731 0.03002801656436849 -2848 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_district 1.116663349462329e+19 0.07710220703755594 0.025874479856622255 -2849 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_in_sites 8.428780821984313e+18 0.058198167274293555 0.01953053439958669 -2850 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_of_area_type 7.398227264967541e+18 0.05108250849005427 0.017142613522176317 -2851 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_mixed 6.640980412778676e+18 0.04585394935411452 0.015387978301732701 -2852 GBM_grid_1_AutoML_20190416_022142_model_43 floor 6.496816296435384e+18 0.044858539990044424 0.015053932098266965 -2853 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_cogeneration 4.984632116231799e+18 0.03441736827995716 0.011550013112386388 -2854 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_gas 2.1051301852201615e+18 0.014535283481812614 0.004877848690858648 -2855 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_central 1.8668761859636593e+18 0.012890212101342788 0.004325784516146515 -2856 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_individual 1.316900194872197e+18 0.0090927952029341 0.003051421682444328 -2857 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_stairway 9.346563518654054e+17 0.006453517757629631 0.002165715115558319 -2858 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_corridor 7.663138373883658e+17 0.005291163910278851 0.0017756445538311344 -2859 GBM_grid_1_AutoML_20190416_022142_model_24 supply_area 5.9163549051036e+20 1.0 0.3103922260471974 -2860 GBM_grid_1_AutoML_20190416_022142_model_24 city 4.3250769381415295e+20 0.7310374390168187 0.2269083380202727 -2861 GBM_grid_1_AutoML_20190416_022142_model_24 exclusive_use_area 3.6048246939854674e+20 0.6092982506637411 0.18912144035018186 -2862 GBM_grid_1_AutoML_20190416_022142_model_24 apartment_building_count_in_sites 1.18281071665724e+20 0.19992220474078 0.062054298165754265 -2863 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_cogeneration 7.384009590059932e+19 0.12480673841405787 0.038739041362029686 -2864 GBM_grid_1_AutoML_20190416_022142_model_24 total_parking_capacity_in_site 7.046318782844345e+19 0.11909898739789948 0.03696739981840113 -2865 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_gas 6.672980489242306e+19 0.11278871190580574 0.035008739361439084 -2866 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_in_sites 5.5733347210477175e+19 0.09420217026263951 0.02923962132629778 -2867 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_of_area_type 3.0609645054260675e+19 0.051737337508025436 0.016058867358871177 -2868 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_individual 2.769177429060826e+19 0.046805465079048286 0.01452805249706016 -2869 GBM_grid_1_AutoML_20190416_022142_model_24 floor 2.6597272037808407e+19 0.04495550463827806 0.013953839157750236 -2870 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_district 1.899390943820251e+19 0.032104073779985504 0.009964854925753164 -2871 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_stairway 1.3526861647481668e+19 0.022863506102064717 0.007096654554263548 -2872 GBM_grid_1_AutoML_20190416_022142_model_24 room_count 7.25852166827488e+18 0.012268570403059311 0.0038080688778223412 -2873 GBM_grid_1_AutoML_20190416_022142_model_24 bathroom_count 4.4861118949307187e+18 0.0075825604901776315 0.002353567829683763 -2874 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_corridor 2.897473448567636e+18 0.00489739627700191 0.00152011373225388 -2875 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_mixed 2.366095421782098e+18 0.003999245244299059 0.0012413346338866526 -2876 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_central 1.9890848418066596e+18 0.0033620106868349356 0.0010435419810811628 -2877 GBM_grid_1_AutoML_20190416_023844_model_17 supply_area 6.760620801873727e+21 1.0 0.15998715416099046 -2878 GBM_grid_1_AutoML_20190416_023844_model_17 exclusive_use_area 6.343704007019577e+21 0.9383315812153523 0.1501209993380265 -2879 GBM_grid_1_AutoML_20190416_023844_model_17 total_parking_capacity_in_site 4.1491705588210886e+21 0.6137262657404381 0.09818831868966447 -2880 GBM_grid_1_AutoML_20190416_023844_model_17 apartment_building_count_in_sites 3.7716537867819664e+21 0.5578857174975176 0.08925454828949012 -2881 GBM_grid_1_AutoML_20190416_023844_model_17 city 3.589308667369269e+21 0.5309140643377722 0.08493943025744517 -2882 GBM_grid_1_AutoML_20190416_023844_model_17 total_household_count_in_sites 3.4108571913094106e+21 0.5045183410322438 0.08071645360377275 -2883 GBM_grid_1_AutoML_20190416_023844_model_17 floor 2.5698772334174043e+21 0.3801244454806806 0.060815028259478654 -2884 GBM_grid_1_AutoML_20190416_023844_model_17 total_household_count_of_area_type 2.5056269108085e+21 0.3706208326480991 0.05929457228814607 -2885 GBM_grid_1_AutoML_20190416_023844_model_17 bathroom_count 2.3606961489876248e+21 0.3491833395438109 0.055864848774045156 -2886 GBM_grid_1_AutoML_20190416_023844_model_17 room_count 1.9698853137984583e+21 0.2913763944950882 0.04661648014495924 -2887 GBM_grid_1_AutoML_20190416_023844_model_17 heat_fuel_gas 1.0111688063792678e+21 0.14956744890928053 0.02392887050611513 -2888 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_district 9.750832217837525e+20 0.1442298348568086 0.02307492082385043 -2889 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_individual 9.348839507723551e+20 0.13828374319015926 0.022123622539722828 -2890 GBM_grid_1_AutoML_20190416_023844_model_17 heat_fuel_cogeneration 6.917330587782501e+20 0.1023179792285546 0.016369562316279784 -2891 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_corridor 4.759719690022777e+20 0.07040358910092408 0.011263669862976567 -2892 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_stairway 3.244293247940973e+20 0.04798809670025876 0.007677479024676815 -2893 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_mixed 2.1672976831613606e+20 0.03205767261137746 0.005128815810119007 -2894 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_central 1.958719799606672e+20 0.02897248428818559 0.004635225310240822 -2895 XGBoost_grid_1_AutoML_20190416_021340_model_11 supply_area 5.833331045973025e+20 1.0 0.22215747515498302 -2896 XGBoost_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 4.694895299198871e+20 0.8048395097411691 0.1788011133890725 -2897 XGBoost_grid_1_AutoML_20190416_021340_model_11 city 4.013980590413007e+20 0.6881112281779402 0.1528690530778056 -2898 XGBoost_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 1.989336536510932e+20 0.34102925426875064 0.07576219808233235 -2899 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 1.9162350221531283e+20 0.32849756117921336 0.07297818878614361 -2900 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 1.5471924765003455e+20 0.26523309997440186 0.058923515817842304 -2901 XGBoost_grid_1_AutoML_20190416_021340_model_11 room_count 1.2481269850029477e+20 0.21396470990011415 0.047533859723677754 -2902 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.0920121668261957e+20 0.18720215914714014 0.04158835901968996 -2903 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 8.284773495999142e+19 0.14202474419343034 0.03155185857954482 -2904 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 8.140171004369856e+19 0.1395458433649044 0.0310011522303199 -2905 XGBoost_grid_1_AutoML_20190416_021340_model_11 floor 7.971951002975941e+19 0.13666207078165551 0.030360500594304167 -2906 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.510540184569669e+19 0.0773235763412308 0.017178010489921413 -2907 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.140972776046251e+19 0.07098813256801062 0.015770544297276458 -2908 XGBoost_grid_1_AutoML_20190416_021340_model_11 bathroom_count 3.2763111145027404e+19 0.05616535541497349 0.012477553550172766 -2909 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.2286682900094517e+19 0.021062893230749336 0.0046792791796022555 -2910 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.085014786866099e+19 0.01860026078264711 0.00413218697269713 -2911 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.019711157056045e+18 0.006890936114162435 0.0015308729685766164 -2912 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.8492680570006405e+18 0.003170175055086685 0.0007042780860373671 -2913 XGBoost_grid_1_AutoML_20190416_021340_model_3 supply_area 3.8940120850579954e+20 1.0 0.2460347170556068 -2914 XGBoost_grid_1_AutoML_20190416_021340_model_3 city 3.768731443205012e+20 0.9678273618272252 0.23811913112583574 -2915 XGBoost_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 3.584030378237247e+20 0.9203952889591168 0.22644919449836978 -2916 XGBoost_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 1.013224506095116e+20 0.26020065782102614 0.06401839522467893 -2917 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 9.173163937884013e+19 0.23557101872084693 0.05795864893748463 -2918 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 6.337633840817137e+19 0.16275331720555633 0.040042966348530475 -2919 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 5.3898640535718986e+19 0.138414158349784 0.034054688286079056 -2920 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 3.829109936771773e+19 0.09833328333686321 0.024193401542933955 -2921 XGBoost_grid_1_AutoML_20190416_021340_model_3 floor 3.4073487112778285e+19 0.08750226339441577 0.021528594615970266 -2922 XGBoost_grid_1_AutoML_20190416_021340_model_3 room_count 2.3667816819645743e+19 0.06078002919010778 0.014953997284419691 -2923 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 2.1376718261360525e+19 0.05489638397216775 0.01350641629796824 -2924 XGBoost_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.1481962434353168e+19 0.029486201335664736 0.0072546292026649285 -2925 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 4.5061496697132155e+18 0.0115719971363317 0.0028471130412056622 -2926 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 4.3261137116358246e+18 0.011109656614153507 0.002733361221648209 -2927 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 3.771517572684448e+18 0.009685428525392665 0.0023829516668072877 -2928 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_central 3.120272712384119e+18 0.008013002127952171 0.0019714767113166876 -2929 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_district 2.2971711610054246e+18 0.005899239937698374 0.0014514178289147552 -2930 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 7.896118015861719e+17 0.0020277589908260694 0.0004988991095648548 -2931 GBM_grid_1_AutoML_20190416_020809_model_7 supply_area 1.6696219527611102e+20 1.0 0.3696646400715778 -2932 GBM_grid_1_AutoML_20190416_020809_model_7 city 6.963670253003027e+19 0.4170806595760777 0.15417997190300703 -2933 GBM_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 6.681896209129616e+19 0.400204141906468 0.14794132007300914 -2934 GBM_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.983806057044561e+19 0.17871147729641074 0.06606331393143762 -2935 GBM_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.655430312339492e+19 0.1590438067700366 0.05879287158525915 -2936 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 1.8172245498277134e+19 0.10884048013518915 0.040234476914392414 -2937 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 1.785933658363999e+19 0.10696634980215373 0.039541677199383646 -2938 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.629967164305834e+19 0.09762492410993412 0.0360884824331139 -2939 GBM_grid_1_AutoML_20190416_020809_model_7 floor 1.6101817824174932e+19 0.09643990244346519 0.035650421825301634 -2940 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_district 7.067212692355809e+18 0.04232822095246484 0.015647246563263134 -2941 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 4.576211100390916e+18 0.027408666332058473 0.010132014774482367 -2942 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 4.313869825026818e+18 0.02583740479629431 0.009551174944405794 -2943 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 2.315139654904447e+18 0.013866250686724754 0.005125862569250374 -2944 GBM_grid_1_AutoML_20190416_020809_model_7 bathroom_count 2.0969580650467164e+18 0.012559478279372802 0.004642795017631146 -2945 GBM_grid_1_AutoML_20190416_020809_model_7 room_count 1.7897447580804055e+18 0.010719461103878301 0.00396260573072645 -2946 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 6.368449688282071e+17 0.003814306392983364 0.0014100141998849135 -2947 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_central 6.192736735047188e+17 0.00370906523168676 0.0013711102638734895 -2948 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 0.0 0.0 0.0 -2949 GBM_grid_1_AutoML_20190416_023844_model_13 supply_area 1.0956556844778547e+20 1.0 0.2057439385914162 -2950 GBM_grid_1_AutoML_20190416_023844_model_13 total_parking_capacity_in_site 6.19737573953152e+19 0.5656316877035087 0.11637529122022981 -2951 GBM_grid_1_AutoML_20190416_023844_model_13 exclusive_use_area 6.004865767061429e+19 0.5480613893700652 0.11276030883888095 -2952 GBM_grid_1_AutoML_20190416_023844_model_13 total_household_count_in_sites 4.894401684058826e+19 0.4467098335177534 0.09190784055545842 -2953 GBM_grid_1_AutoML_20190416_023844_model_13 city 3.5404923126247588e+19 0.32313913602447236 0.06648391855870234 -2954 GBM_grid_1_AutoML_20190416_023844_model_13 apartment_building_count_in_sites 3.3678824011057857e+19 0.307385107275812 0.06324262263527054 -2955 GBM_grid_1_AutoML_20190416_023844_model_13 heat_fuel_cogeneration 2.955520900517698e+19 0.26974905916051356 0.055499233863012996 -2956 GBM_grid_1_AutoML_20190416_023844_model_13 heat_fuel_gas 2.84079389903369e+19 0.2592779774959592 0.05334487228003523 -2957 GBM_grid_1_AutoML_20190416_023844_model_13 floor 2.4790193891232973e+19 0.22625898119669757 0.04655141393308974 -2958 GBM_grid_1_AutoML_20190416_023844_model_13 bathroom_count 2.331323531480426e+19 0.21277884690494175 0.04377795801116269 -2959 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_stairway 2.1182236644639506e+19 0.19332931818570454 0.03977633536871996 -2960 GBM_grid_1_AutoML_20190416_023844_model_13 room_count 2.054231867825062e+19 0.18748881577737864 0.038574687399878335 -2961 GBM_grid_1_AutoML_20190416_023844_model_13 total_household_count_of_area_type 1.8292313267541901e+19 0.16695311790637293 0.03434959203817426 -2962 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_individual 5.683998477311279e+18 0.05187759765988933 0.010673501267206467 -2963 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_mixed 4.241257802250584e+18 0.03870976861012496 0.007964300255809482 -2964 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_central 2.780428236767625e+18 0.025376843073585342 0.0052211316429757485 -2965 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_district 2.243249461511848e+18 0.020474036627491147 0.004212408934604945 -2966 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_corridor 1.8855123582986486e+18 0.017208986226336313 0.003540644605371866 -2967 GBM_grid_1_AutoML_20190416_021340_model_3 supply_area 1.4549672883420293e+20 1.0 0.35852996467509546 -2968 GBM_grid_1_AutoML_20190416_021340_model_3 city 6.571094464156769e+19 0.45163176635020374 0.1619235212356895 -2969 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1.5151680829626778e+17 0.0010413760468039447 0.00037336451727410885 -2984 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.0 0.0 0.0 -2985 GBM_grid_1_AutoML_20190416_023844_model_44 supply_area 3.983097789287011e+21 1.0 0.2654410458989889 -2986 GBM_grid_1_AutoML_20190416_023844_model_44 city 3.0823376128912424e+21 0.7738543656099872 0.20541271218101356 -2987 GBM_grid_1_AutoML_20190416_023844_model_44 exclusive_use_area 3.0466443340445175e+21 0.7648931799361818 0.2030340456832636 -2988 GBM_grid_1_AutoML_20190416_023844_model_44 apartment_building_count_in_sites 9.164181367689734e+20 0.23007673555838445 0.061071809323642666 -2989 GBM_grid_1_AutoML_20190416_023844_model_44 total_parking_capacity_in_site 7.21860662541731e+20 0.18123096663186536 0.048106137332047105 -2990 GBM_grid_1_AutoML_20190416_023844_model_44 total_household_count_in_sites 5.70790298160099e+20 0.14330310937765664 0.03803852723378239 -2991 GBM_grid_1_AutoML_20190416_023844_model_44 heat_fuel_gas 4.26145901943655e+20 0.1069885612876044 0.028399155607409788 -2992 GBM_grid_1_AutoML_20190416_023844_model_44 heat_type_district 4.067714163467071e+20 0.10212438605970571 0.02710800384748041 -2993 GBM_grid_1_AutoML_20190416_023844_model_44 heat_fuel_cogeneration 3.848436008672727e+20 0.09661916960772411 0.025646693434566093 -2994 GBM_grid_1_AutoML_20190416_023844_model_44 heat_type_individual 3.3092671723462564e+20 0.08308274984477916 0.02205357201496224 -2995 GBM_grid_1_AutoML_20190416_023844_model_44 floor 2.832839812016033e+20 0.0711215230425744 0.01887857146234999 -2996 GBM_grid_1_AutoML_20190416_023844_model_44 total_household_count_of_area_type 2.7882770455469228e+20 0.070002726346471 0.018581596897187972 -2997 GBM_grid_1_AutoML_20190416_023844_model_44 room_count 1.766497371417477e+20 0.04434983685734933 0.011772267080864334 -2998 GBM_grid_1_AutoML_20190416_023844_model_44 bathroom_count 1.4834683009916574e+20 0.037244084365229795 0.009886108707456778 -2999 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1.1051181870996112e+21 0.4889954588644309 0.0842354057132218 -3007 GBM_grid_1_AutoML_20190416_023844_model_22 total_parking_capacity_in_site 1.0039683950000325e+21 0.4442384459230477 0.07652546674490397 -3008 GBM_grid_1_AutoML_20190416_023844_model_22 total_household_count_in_sites 9.390043925876782e+20 0.4154930116879346 0.071573716639043 -3009 GBM_grid_1_AutoML_20190416_023844_model_22 bathroom_count 7.225194547247223e+20 0.3197022150443969 0.05507258871937008 -3010 GBM_grid_1_AutoML_20190416_023844_model_22 room_count 6.50061673638656e+20 0.2876409148829457 0.04954964044278502 -3011 GBM_grid_1_AutoML_20190416_023844_model_22 total_household_count_of_area_type 5.6190793305752915e+20 0.2486344273151154 0.042830299299302425 -3012 GBM_grid_1_AutoML_20190416_023844_model_22 heat_fuel_cogeneration 4.258080967872301e+20 0.18841263143368536 0.03245636367905881 -3013 GBM_grid_1_AutoML_20190416_023844_model_22 floor 4.2276616152954595e+20 0.18706662831426238 0.03222449829707928 -3014 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exclusive_use_area 9.198757050141429e+19 1.0 0.1996423542541305 -3022 GBM_grid_1_AutoML_20190416_023844_model_19 city 8.179948696234885e+19 0.8892449981716954 0.17753096494370724 -3023 GBM_grid_1_AutoML_20190416_023844_model_19 room_count 5.792990755998296e+19 0.6297579906090932 0.12572636785554997 -3024 GBM_grid_1_AutoML_20190416_023844_model_19 supply_area 4.630216307792622e+19 0.50335238582276 0.10049045532508923 -3025 GBM_grid_1_AutoML_20190416_023844_model_19 total_parking_capacity_in_site 4.009863930917683e+19 0.43591366845111235 0.08702683102113457 -3026 GBM_grid_1_AutoML_20190416_023844_model_19 floor 2.3668340187180564e+19 0.2572993292264053 0.05136784383476816 -3027 GBM_grid_1_AutoML_20190416_023844_model_19 total_household_count_in_sites 2.172519747666785e+19 0.23617535889083874 0.047150604665781234 -3028 GBM_grid_1_AutoML_20190416_023844_model_19 bathroom_count 2.092840778829765e+19 0.22751343115400444 0.04542131702002049 -3029 GBM_grid_1_AutoML_20190416_023844_model_19 apartment_building_count_in_sites 2.002451467226579e+19 0.2176871784211098 0.04345958079092931 -3030 GBM_grid_1_AutoML_20190416_023844_model_19 total_household_count_of_area_type 1.688592794445362e+19 0.18356749561283392 0.03664784698868094 -3031 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_individual 1.2961715969339687e+19 0.14090725408538107 0.02813105593709042 -3032 GBM_grid_1_AutoML_20190416_023844_model_19 heat_fuel_gas 1.1189539620364747e+19 0.12164186486687036 0.024284868277884803 -3033 GBM_grid_1_AutoML_20190416_023844_model_19 front_door_structure_corridor 4.301927204603822e+18 0.04676639660287235 0.009336553517779806 -3034 GBM_grid_1_AutoML_20190416_023844_model_19 heat_fuel_cogeneration 3.9176357960682045e+18 0.042588751661921234 0.008502518646530469 -3035 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_district 3.4488172321240515e+18 0.03749220914657189 0.007485032900209857 -3036 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_central 1.295718515679953e+18 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0.0150069436647868 -3052 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.9221648532884685e+18 0.015610452810251408 0.0044139059113177765 -3053 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.6144177334268723e+18 0.013111150066331524 0.0037072199945379514 -3054 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_district 1.5314195863757128e+18 0.012437098277452003 0.0035166296758819917 -3055 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.202133720920752e+18 0.009762873194742084 0.002760483903286848 -3056 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.1943574249333064e+18 0.00969971966171244 0.002742627038008918 -3057 GBM_grid_1_AutoML_20190416_022142_model_17 supply_area 1.8852558862163535e+20 1.0 0.42474741493821905 -3058 GBM_grid_1_AutoML_20190416_022142_model_17 city 6.7710059091003965e+19 0.3591558025944999 0.15255049871207516 -3059 GBM_grid_1_AutoML_20190416_022142_model_17 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0.04764246903238373 -3082 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 1.6950898086538904e+19 0.20133253277867028 0.03564278729971232 -3083 GBM_grid_1_AutoML_20190416_021340_model_8 floor 1.5991216850025316e+19 0.18993401849222766 0.03362485798328617 -3084 GBM_grid_1_AutoML_20190416_021340_model_8 bathroom_count 1.5523714401499611e+19 0.18438130667947386 0.032641836892024406 -3085 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 1.3437988122608534e+19 0.15960830926846095 0.028256163770493985 -3086 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_gas 1.1374016780784632e+19 0.1350937038646334 0.023916234926974398 -3087 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_district 7.244579311078867e+18 0.08604673889071081 0.015233234141484012 -3088 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 5.445378615560634e+18 0.0646769193592317 0.011450040627343498 -3089 GBM_grid_1_AutoML_20190416_021340_model_8 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heat_type_district 4.221253837450641e+19 0.04625244735559147 0.01840077959310057 -3120 GBM_grid_1_AutoML_20190416_021340_model_17 floor 4.2195012159159665e+19 0.046233243811244606 0.018393139777109515 -3121 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_gas 3.79120405350187e+19 0.0415403746496329 0.016526158546079875 -3122 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_of_area_type 3.1622304059535393e+19 0.0346486852034344 0.013784412632644105 -3123 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_stairway 2.088606779453525e+19 0.022884948129901505 0.009104402266552708 -3124 GBM_grid_1_AutoML_20190416_021340_model_17 bathroom_count 1.126640537875094e+19 0.012344645494764647 0.004911115279106758 -3125 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_corridor 1.0532548437419753e+19 0.01154055550509572 0.004591221229843487 -3126 GBM_grid_1_AutoML_20190416_021340_model_17 room_count 4.706574421660271e+18 0.005157012443357013 0.0020516330433186865 -3127 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_mixed 6.160255787173151e+17 0.0006749816937454793 0.00026853042565512584 -3128 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_central 3.642008915547259e+17 0.0003990563754788983 0.00015875805130819963 -3129 GBM_grid_1_AutoML_20190416_020809_model_5 supply_area 3.9641258129067596e+21 1.0 0.27325422040645136 -3130 GBM_grid_1_AutoML_20190416_020809_model_5 city 3.317715714140971e+21 0.8369350194029795 0.22869602625781943 -3131 GBM_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 2.7087876676989034e+21 0.6833253523082914 0.18672153642896588 -3132 GBM_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 7.742977618530659e+20 0.1953262329192573 0.053373717501280594 -3133 GBM_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 5.606837983838145e+20 0.14143945597243393 0.03864892827646004 -3134 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.9203071455794613e+20 0.12412086239945967 0.03391654949114078 -3135 GBM_grid_1_AutoML_20190416_020809_model_5 bathroom_count 4.050766906963043e+20 0.1021856292697419 0.02792265446284598 -3136 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 3.705549810713934e+20 0.09347709900248548 0.025543011813780842 -3137 GBM_grid_1_AutoML_20190416_020809_model_5 room_count 3.3157882438692005e+20 0.08364487910735217 0.02285631623147139 -3138 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 3.301669459037394e+20 0.0832887152140207 0.022758992944462174 -3139 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.165123133085288e+20 0.07984416445058311 0.02181775491094859 -3140 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 3.047464833601629e+20 0.07687608762767865 0.021006715392599372 -3141 GBM_grid_1_AutoML_20190416_020809_model_5 floor 2.7754484716396138e+20 0.07001413685214171 0.01913165838296258 -3142 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 1.4485865145027894e+20 0.036542395041710085 0.009985363668907064 -3143 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 1.0121932521491923e+20 0.025533832676389884 0.006977227541975692 -3144 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 6.231621128690231e+19 0.01572003872430273 0.004295566926368569 -3145 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_central 3.2976062358071804e+19 0.008318621535851702 0.002273098442635474 -3146 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 1.1905408551465517e+19 0.0030032872601325647 0.0008206609189241513 -3147 GBM_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 1.0635831062174892e+20 1.0 0.2803815802909958 -3148 GBM_grid_1_AutoML_20190416_022142_model_2 city 9.45463539615746e+19 0.8889418552144722 0.24924292215184335 -3149 GBM_grid_1_AutoML_20190416_022142_model_2 supply_area 7.072291006711018e+19 0.6649495432343605 0.18643960374582585 -3150 GBM_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 2.270298217213277e+19 0.21345752898307413 0.05984955930128536 -3151 GBM_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 1.5746948247286972e+19 0.1480556446904199 0.04151207562930212 -3152 GBM_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.2065174188051137e+19 0.11343894160710712 0.03180618971433869 -3153 GBM_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.2008193097453273e+19 0.11290319512650994 0.031655976269473515 -3154 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_district 9.246517856131088e+18 0.08693742691170851 0.024375653143937782 -3155 GBM_grid_1_AutoML_20190416_022142_model_2 bathroom_count 8.167983810701427e+18 0.07679685548739036 0.02153242370293374 -3156 GBM_grid_1_AutoML_20190416_022142_model_2 floor 7.933620708217717e+18 0.07459333137052848 0.02091459612883869 -3157 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front_door_structure_corridor 0.0 0.0 0.0 -3165 GBM_grid_1_AutoML_20190416_022142_model_36 exclusive_use_area 1.3160031803009086e+20 1.0 0.3366393711841253 -3166 GBM_grid_1_AutoML_20190416_022142_model_36 city 9.241419860517742e+19 0.7022338546632281 0.23639956325803352 -3167 GBM_grid_1_AutoML_20190416_022142_model_36 total_parking_capacity_in_site 3.975360816233421e+19 0.30207835936418037 0.1016914689446899 -3168 GBM_grid_1_AutoML_20190416_022142_model_36 supply_area 3.4257448602244743e+19 0.2603143298970726 0.08763205232676746 -3169 GBM_grid_1_AutoML_20190416_022142_model_36 apartment_building_count_in_sites 1.875483602790541e+19 0.1425136071754557 0.04797569110472685 -3170 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_individual 1.6109036118011281e+19 0.12240879322440464 0.04120761917847119 -3171 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_in_sites 1.3595654791496729e+19 0.10331019708013195 0.03477827978196368 -3172 GBM_grid_1_AutoML_20190416_022142_model_36 bathroom_count 1.2778904569035882e+19 0.09710390339720867 0.032688996979160376 -3173 GBM_grid_1_AutoML_20190416_022142_model_36 floor 9.176588916604535e+18 0.06973075030492158 0.02347411593484605 -3174 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_of_area_type 7.803877236628521e+18 0.059299835695261295 0.01996265939977471 -3175 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_gas 7.574003989876834e+18 0.05755308272237619 0.019374633577368666 -3176 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_stairway 2.409613267375751e+18 0.018310086962136252 0.006163896161260199 -3177 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_cogeneration 1.160433780364673e+18 0.008817864559410379 0.0029684403804666943 -3178 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_corridor 1.0416435061724283e+18 0.007915205082819426 0.002664569661873724 -3179 GBM_grid_1_AutoML_20190416_022142_model_36 room_count 9.597913251153183e+17 0.007293229526207214 0.0024551882016038925 -3180 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_district 8.836416923961917e+17 0.006714586299055478 0.002260394109475579 -3181 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_central 6.501295431929037e+17 0.004940182158558685 0.0016630598153922302 -3182 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_mixed 0.0 0.0 0.0 -3183 GBM_grid_1_AutoML_20190416_023844_model_34 exclusive_use_area 4.1108238153689124e+21 1.0 0.19610481120058654 -3184 GBM_grid_1_AutoML_20190416_023844_model_34 supply_area 3.990901964491291e+21 0.9708277814219923 0.19038399878404408 -3185 GBM_grid_1_AutoML_20190416_023844_model_34 city 3.845487206447962e+21 0.9354541520536709 0.1834470598752899 -3186 GBM_grid_1_AutoML_20190416_023844_model_34 apartment_building_count_in_sites 1.3461294470582501e+21 0.3274597763167445 0.06421643761038147 -3187 GBM_grid_1_AutoML_20190416_023844_model_34 room_count 1.2007553621490559e+21 0.29209604110491366 0.057281438993317856 -3188 GBM_grid_1_AutoML_20190416_023844_model_34 total_parking_capacity_in_site 1.0793773004794217e+21 0.26256958433587274 0.0514911587632028 -3189 GBM_grid_1_AutoML_20190416_023844_model_34 total_household_count_in_sites 9.965029749302242e+20 0.2424095557694915 0.04753768016739418 -3190 GBM_grid_1_AutoML_20190416_023844_model_34 heat_fuel_gas 7.566366848081e+20 0.184059623761861 0.03609497776747074 -3191 GBM_grid_1_AutoML_20190416_023844_model_34 heat_fuel_cogeneration 7.16270850979234e+20 0.17424022121827537 0.03416934568555832 -3192 GBM_grid_1_AutoML_20190416_023844_model_34 bathroom_count 5.255157870280038e+20 0.1278370980199362 0.025069469971630464 -3193 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_district 5.030473636714245e+20 0.1223714238957916 0.023997624979431153 -3194 GBM_grid_1_AutoML_20190416_023844_model_34 total_household_count_of_area_type 4.908421512844133e+20 0.11940238096542317 0.023415381376124818 -3195 GBM_grid_1_AutoML_20190416_023844_model_34 floor 4.6914007873630083e+20 0.11412312952512157 0.022380094769144047 -3196 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_individual 4.161377073029867e+20 0.10122975977398871 0.019851642928358785 -3197 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_corridor 2.2963903758083083e+20 0.05586204806985206 0.010954816390016428 -3198 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_stairway 2.2183899654027162e+20 0.053964608191402974 0.010582719300888705 -3199 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_central 5.91748757800207e+19 0.014394894658045627 0.002822908099168369 -3200 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_mixed 4.159635281684726e+18 0.0010118738891541216 0.00019843333799137222 -3201 GBM_grid_1_AutoML_20190416_023844_model_56 supply_area 5.043273711280162e+20 1.0 0.28987117865992196 -3202 GBM_grid_1_AutoML_20190416_023844_model_56 city 4.348835537238234e+20 0.8623040878212309 0.24995710230000906 -3203 GBM_grid_1_AutoML_20190416_023844_model_56 exclusive_use_area 3.502172177353975e+20 0.6944243715189908 0.20129361106238539 -3204 GBM_grid_1_AutoML_20190416_023844_model_56 heat_fuel_cogeneration 1.0111845162014055e+20 0.2005016134539188 0.0581196390151035 -3205 GBM_grid_1_AutoML_20190416_023844_model_56 apartment_building_count_in_sites 8.516788921255225e+19 0.16887421561526475 0.048951767925666585 -3206 GBM_grid_1_AutoML_20190416_023844_model_56 total_parking_capacity_in_site 7.914732417866478e+19 0.15693640422814645 0.04549134046826277 -3207 GBM_grid_1_AutoML_20190416_023844_model_56 total_household_count_in_sites 4.4614892116359774e+19 0.08846414981715305 0.025643207376646073 -3208 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_individual 3.1231284739349414e+19 0.0619266106249502 0.01795073961226836 -3209 GBM_grid_1_AutoML_20190416_023844_model_56 floor 3.081815424032886e+19 0.06110743934321605 0.017713285467307723 -3210 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_district 2.83546852441572e+19 0.05622277684579561 0.01629736259182454 -3211 GBM_grid_1_AutoML_20190416_023844_model_56 total_household_count_of_area_type 1.8850986120731165e+19 0.037378471207239146 0.010834941505348366 -3212 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_stairway 1.5583690561771536e+19 0.030899950020392294 0.008957004932943793 -3213 GBM_grid_1_AutoML_20190416_023844_model_56 bathroom_count 1.4206574238214652e+19 0.028169350012550713 0.008165482690221963 -3214 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_corridor 5.422108276592476e+17 0.0010751167965492303 0.00031164537301280493 -3215 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_central 3.850159866983219e+17 0.0007634247291341068 0.00022129482605223519 -3216 GBM_grid_1_AutoML_20190416_023844_model_56 room_count 3.834525155233628e+17 0.0007603246174517641 0.00022039619302489713 -3217 GBM_grid_1_AutoML_20190416_023844_model_56 heat_fuel_gas 0.0 0.0 0.0 -3218 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_mixed 0.0 0.0 0.0 -3219 DeepLearning_grid_1_AutoML_20190416_022142_model_1 city 1.0 1.0 0.178505869673454 -3220 DeepLearning_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.5029036402702332 0.5029036402702332 0.08977125166838384 -3221 DeepLearning_grid_1_AutoML_20190416_022142_model_1 supply_area 0.4551074504852295 0.4551074504852295 0.0812393512437343 -3222 DeepLearning_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.45126479864120483 0.45126479864120483 0.08055341533446438 -3223 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.3303416669368744 0.3303416669368744 0.05896792654594525 -3224 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.2992936670780182 0.2992936670780182 0.05342567632951885 -3225 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.2988487482070923 0.2988487482070923 0.05334625569953009 -3226 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.2968520224094391 0.2968520224094391 0.05298982842452058 -3227 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.27437475323677063 0.27437475323677063 0.04897750394296908 -3228 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.2586391866207123 0.2586391866207123 0.046168612939365014 -3229 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.24984988570213318 0.24984988570213318 0.044599671135072363 -3230 DeepLearning_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.2481069415807724 0.2481069415807724 0.04428854537889663 -3231 DeepLearning_grid_1_AutoML_20190416_022142_model_1 room_count 0.2393413633108139 0.2393413633108139 0.04272383820662695 -3232 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.20646235346794128 0.20646235346794128 0.036854741960622925 -3233 DeepLearning_grid_1_AutoML_20190416_022142_model_1 floor 0.15503717958927155 0.15503717958927155 0.027675046574302392 -3234 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.1292830854654312 0.1292830854654312 0.02307778960507428 -3235 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.11427837610244751 0.11427837610244751 0.020399360911037456 -3236 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.09207156300544739 0.09207156300544739 0.0164353144264816 -3237 DeepLearning_grid_1_AutoML_20190416_023844_model_5 city 1.0 1.0 0.10632014354942076 -3238 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 0.7564743757247925 0.7564743757247925 0.0804284642185184 -3239 DeepLearning_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 0.7161544561386108 0.7161544561386108 0.07614164458021447 -3240 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 0.6053639650344849 0.6053639650344849 0.06436238366211297 -3241 DeepLearning_grid_1_AutoML_20190416_023844_model_5 supply_area 0.536789059638977 0.536789059638977 0.05707148987657463 -3242 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_district 0.5233915448188782 0.5233915448188782 0.05564706417769622 -3243 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 0.518665075302124 0.518665075302124 0.05514454526019296 -3244 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_central 0.5103742480278015 0.5103742480278015 0.054263063314243534 -3245 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 0.4918748438358307 0.4918748438358307 0.05229620400497444 -3246 DeepLearning_grid_1_AutoML_20190416_023844_model_5 bathroom_count 0.4806511402130127 0.4806511402130127 0.05110289822464028 -3247 DeepLearning_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 0.4253925085067749 0.4253925085067749 0.0452277925692885 -3248 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 0.42453324794769287 0.42453324794769287 0.045136435863300545 -3249 DeepLearning_grid_1_AutoML_20190416_023844_model_5 floor 0.4228358268737793 0.4228358268737793 0.04495596581105824 -3250 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 0.4222497344017029 0.4222497344017029 0.044893652375293844 -3251 DeepLearning_grid_1_AutoML_20190416_023844_model_5 room_count 0.4203960597515106 0.4203960597515106 0.04469656942039148 -3252 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 0.41089701652526855 0.41089701652526855 0.04368662978099527 -3253 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 0.37567612528800964 0.37567612528800964 0.039941939568711365 -3254 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 0.3638361692428589 0.3638361692428589 0.038683113742372106 -3255 GBM_grid_1_AutoML_20190416_015849_model_13 supply_area 5.887218022889397e+19 1.0 0.15785894400040468 -3256 GBM_grid_1_AutoML_20190416_015849_model_13 city 5.384655007284147e+19 0.9146348897473656 0.14438329784144568 -3257 GBM_grid_1_AutoML_20190416_015849_model_13 apartment_building_count_in_sites 5.13968997388077e+19 0.8730252479010882 0.1378148437193573 -3258 GBM_grid_1_AutoML_20190416_015849_model_13 exclusive_use_area 4.813182519333618e+19 0.8175648499206334 0.12905992386032053 -3259 GBM_grid_1_AutoML_20190416_015849_model_13 total_parking_capacity_in_site 3.728260971053554e+19 0.6332806015605577 0.09996900701829066 -3260 GBM_grid_1_AutoML_20190416_015849_model_13 room_count 3.6345638886693667e+19 0.6173652605591042 0.09745662809439488 -3261 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_cogeneration 3.1538127648336118e+19 0.5357051076708295 0.08456584259254023 -3262 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_in_sites 1.5218002889977889e+19 0.2584922595156247 0.04080531511941508 -3263 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_of_area_type 1.3149295951573156e+19 0.22335330372425366 0.03525831666491234 -3264 GBM_grid_1_AutoML_20190416_015849_model_13 floor 1.2506363124300906e+19 0.21243247788134215 0.033534366629738 -3265 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_corridor 5.943842212012884e+18 0.10096181573203733 0.015937725615822858 -3266 GBM_grid_1_AutoML_20190416_015849_model_13 bathroom_count 4.553891564102877e+18 0.0773521813936129 0.012210733670923485 -3267 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_district 1.1428838567984497e+18 0.019412969799231794 0.003064510912418479 -3268 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_individual 8.670292399316009e+17 0.01472731664702423 0.0023248386538588257 -3269 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_mixed 8.405722413882409e+17 0.014277919352062575 0.0022538972714395405 -3270 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_gas 6.605454917207327e+17 0.01121999370759744 0.0017711763583725172 -3271 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_stairway 4.2647643987797606e+17 0.007244108137661004 0.0011435472608359043 -3272 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_central 2.1894836177915085e+17 0.00371904626137309 0.000587084715509009 -3273 GBM_grid_1_AutoML_20190416_021340_model_11 supply_area 4.1106076425867986e+21 1.0 0.23381469056908838 -3274 GBM_grid_1_AutoML_20190416_021340_model_11 city 3.668224680689729e+21 0.8923801538940654 0.20865158955273638 -3275 GBM_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 2.96656864382001e+21 0.7216861597506186 0.16874082613008456 -3276 GBM_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 9.823395059458648e+20 0.23897671375117674 0.055876266378949005 -3277 GBM_grid_1_AutoML_20190416_021340_model_11 room_count 8.620887515579569e+20 0.20972294767968802 0.049036306116963364 -3278 GBM_grid_1_AutoML_20190416_021340_model_11 bathroom_count 8.507928792675815e+20 0.20697496653613454 0.04839378775619372 -3279 GBM_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 7.126995668434734e+20 0.17338058720558713 0.0405389283481612 -3280 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 5.643181680987304e+20 0.13728339388373392 0.03209887426119953 -3281 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 5.627724834484959e+20 0.13690737048655516 0.03201095446694144 -3282 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 4.8593674612778834e+20 0.11821530741425595 0.027640475523593916 -3283 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.46412029898078e+20 0.10860000970979358 0.02539227766609538 -3284 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.271788447394389e+20 0.10392109436905926 0.024298278523502623 -3285 GBM_grid_1_AutoML_20190416_021340_model_11 floor 3.7823527210154826e+20 0.09201444287286087 0.021514328488205024 -3286 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.7966537208129546e+20 0.04370774048584027 0.01021951181717076 -3287 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.6962155326388725e+20 0.04126435019158012 0.009648211271578808 -3288 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.5649285666266048e+20 0.03807049231392461 0.008901440380193141 -3289 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.392744666034864e+19 0.010686363301924183 0.0024986287287482646 -3290 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.2739340842133619e+19 0.003099138120153149 0.0007246240205944748 -3291 GBM_grid_1_AutoML_20190416_022142_model_15 supply_area 1.5642454620425e+20 1.0 0.3513246477359584 -3292 GBM_grid_1_AutoML_20190416_022142_model_15 city 6.582203489839166e+19 0.4207909595751366 0.1478342356432108 -3293 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 4.888866742524602e+19 0.312538336287772 0.109802420900284 -3294 GBM_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 4.205468368912987e+19 0.2688496448263134 0.09445350676254209 -3295 GBM_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 3.1189430729726493e+19 0.19938961938237723 0.0700504877917205 -3296 GBM_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 2.5240927687923466e+19 0.16136168076182456 0.056690335651730185 -3297 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 1.8699196341493432e+19 0.11954131749295355 0.04199781125810426 -3298 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 1.8047171652571103e+19 0.1153730158756936 0.040533384160763186 -3299 GBM_grid_1_AutoML_20190416_022142_model_15 floor 1.4200918350401372e+19 0.09078446250921926 0.03189481931094978 -3300 GBM_grid_1_AutoML_20190416_022142_model_15 bathroom_count 6.746669868487016e+18 0.04313050625493016 0.015152809916686888 -3301 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 6.029074704130638e+18 0.03854302186217133 0.013541113578406686 -3302 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 2.9123822764844646e+18 0.018618447981186063 0.006541119678380459 -3303 GBM_grid_1_AutoML_20190416_022142_model_15 room_count 2.8597236409732956e+18 0.01828180877212989 0.006422850026844689 -3304 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 2.1272148383367168e+18 0.013598983599154088 0.004777658122539886 -3305 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.7464508005419581e+18 0.011164812958840519 0.003922473979802508 -3306 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_district 1.6198873914581975e+18 0.010355710985046064 0.003638216513876703 -3307 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 3.4170560520493466e+17 0.002184475604990763 0.0007674601224111745 -3308 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 2.9147726834827264e+17 0.0018633729515039072 0.0006546488457878232 -3309 GBM_grid_1_AutoML_20190416_022142_model_35 supply_area 1.1541299998271681e+20 1.0 0.27843526478003516 -3310 GBM_grid_1_AutoML_20190416_022142_model_35 exclusive_use_area 8.80727461565783e+19 0.7631094085568114 0.21247657022765182 -3311 GBM_grid_1_AutoML_20190416_022142_model_35 city 5.592035654617583e+19 0.4845238972607067 0.13490853962603944 -3312 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_cogeneration 3.924810549244094e+19 0.34006659127064 0.09468653138328464 -3313 GBM_grid_1_AutoML_20190416_022142_model_35 apartment_building_count_in_sites 2.8124674008696226e+19 0.24368722772051604 0.0678511177738746 -3314 GBM_grid_1_AutoML_20190416_022142_model_35 total_parking_capacity_in_site 2.2710656763294646e+19 0.19677728476597597 0.054789735386510906 -3315 GBM_grid_1_AutoML_20190416_022142_model_35 floor 1.5685395387340816e+19 0.1359066603388675 0.03784120695682288 -3316 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_in_sites 1.2602998101754511e+19 0.1091991205812328 0.03040488605278254 -3317 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_mixed 8.970038510501233e+18 0.07772121435058878 0.021640326896732058 -3318 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_district 7.016822074454835e+18 0.060797501802271926 0.01692816851228025 -3319 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_of_area_type 5.974175538799968e+18 0.05176345420095315 0.014412771076371613 -3320 GBM_grid_1_AutoML_20190416_022142_model_35 bathroom_count 5.450413279304221e+18 0.047225297671149906 0.013149188261382604 -3321 GBM_grid_1_AutoML_20190416_022142_model_35 room_count 5.060962962211078e+18 0.043850891693041176 0.012209634639392565 -3322 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_central 1.6930697858913403e+18 0.014669662742887533 0.004084551430049707 -3323 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_individual 1.673915331262808e+18 0.014503698296669164 0.004038341075522824 -3324 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_corridor 7.733709840517693e+17 0.006700900108025805 0.0018657668958427314 -3325 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_stairway 1.149834728791081e+17 0.0009962783472947324 0.0002773990254236247 -3326 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_gas 0.0 0.0 0.0 -3327 GBM_grid_1_AutoML_20190416_023844_model_30 supply_area 5.807159784113445e+21 1.0 0.3549883664704233 -3328 GBM_grid_1_AutoML_20190416_023844_model_30 city 3.6194217048027053e+21 0.6232688335361979 0.22125318508894104 -3329 GBM_grid_1_AutoML_20190416_023844_model_30 exclusive_use_area 2.4899642357294354e+21 0.4287748793379495 0.15221009399973157 -3330 GBM_grid_1_AutoML_20190416_023844_model_30 apartment_building_count_in_sites 7.824591288027914e+20 0.1347404166393617 0.047831280400351256 -3331 GBM_grid_1_AutoML_20190416_023844_model_30 total_parking_capacity_in_site 6.384533641241318e+20 0.10994244826373446 0.03902829011490212 -3332 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_district 5.050570598207665e+20 0.08697144190907974 0.030873850092881527 -3333 GBM_grid_1_AutoML_20190416_023844_model_30 heat_fuel_gas 4.034620798611478e+20 0.06947666240644741 0.024663406895481833 -3334 GBM_grid_1_AutoML_20190416_023844_model_30 heat_fuel_cogeneration 3.933719056335126e+20 0.06773912209367028 0.02404660029817257 -3335 GBM_grid_1_AutoML_20190416_023844_model_30 total_household_count_in_sites 3.770269352109015e+20 0.06492449824479225 0.023047441575830666 -3336 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_individual 3.587492872294509e+20 0.06177706496226875 0.021930139376293005 -3337 GBM_grid_1_AutoML_20190416_023844_model_30 floor 2.5683251100270776e+20 0.044226871749821726 0.015700024956566125 -3338 GBM_grid_1_AutoML_20190416_023844_model_30 total_household_count_of_area_type 2.1467253808010206e+20 0.03696687297418237 0.01312280985062464 -3339 GBM_grid_1_AutoML_20190416_023844_model_30 room_count 1.7095933345944882e+20 0.029439405805078683 0.010450646576604779 -3340 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_stairway 1.4969416285174943e+20 0.025777517481310807 0.009150718822353304 -3341 GBM_grid_1_AutoML_20190416_023844_model_30 bathroom_count 1.1717687172036716e+20 0.020178000274923738 0.007162955356234929 -3342 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_corridor 6.53885018616061e+19 0.01125997979950343 0.003997161835515688 -3343 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_central 7.97062367253889e+18 0.0013725511211769993 0.000487239680403771 -3344 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_mixed 9.126309349377966e+17 0.00015715616047529235 5.578860868788773e-05 -3345 GBM_5_AutoML_20190416_023643 supply_area 3.930071140636956e+20 1.0 0.2619130187495667 -3346 GBM_5_AutoML_20190416_023643 city 3.622584709484747e+20 0.9217605941091506 0.24142109976752163 -3347 GBM_5_AutoML_20190416_023643 exclusive_use_area 2.6121190979660467e+20 0.6646493166387555 0.174080308930693 -3348 GBM_5_AutoML_20190416_023643 total_parking_capacity_in_site 6.616217101946742e+19 0.16834853276662154 0.04409267241896619 -3349 GBM_5_AutoML_20190416_023643 room_count 6.553324597033304e+19 0.1667482435437846 0.043673535837740564 -3350 GBM_5_AutoML_20190416_023643 apartment_building_count_in_sites 6.4652699884205375e+19 0.16450770881904941 0.04308671062437194 -3351 GBM_5_AutoML_20190416_023643 total_household_count_in_sites 5.852180985358687e+19 0.14890776212285586 0.03900088149283956 -3352 GBM_5_AutoML_20190416_023643 heat_fuel_cogeneration 4.11132598431955e+19 0.10461199905030773 0.027399244468692897 -3353 GBM_5_AutoML_20190416_023643 heat_fuel_gas 4.082772107150859e+19 0.1038854504422318 0.027208951929483433 -3354 GBM_5_AutoML_20190416_023643 heat_type_district 4.0706968306499715e+19 0.10357819706007215 0.02712847826864099 -3355 GBM_5_AutoML_20190416_023643 heat_type_individual 3.152068059782657e+19 0.08020384229665099 0.02100643045123004 -3356 GBM_5_AutoML_20190416_023643 floor 2.7458965897566224e+19 0.06986887747053833 0.01829956861495228 -3357 GBM_5_AutoML_20190416_023643 total_household_count_of_area_type 1.850072129854033e+19 0.04707477456894553 0.012329496314307855 -3358 GBM_5_AutoML_20190416_023643 bathroom_count 1.0859023126520398e+19 0.027630601935517255 0.007236814362798944 -3359 GBM_5_AutoML_20190416_023643 front_door_structure_corridor 1.0299232070005686e+19 0.026206222995587978 0.006863750974798759 -3360 GBM_5_AutoML_20190416_023643 front_door_structure_stairway 7.334315952579805e+18 0.01866204373947062 0.004887832211841201 -3361 GBM_5_AutoML_20190416_023643 heat_type_central 5.570018703929508e+17 0.0014172819026952175 0.00037120458155403397 -3362 GBM_5_AutoML_20190416_023643 front_door_structure_mixed 0.0 0.0 0.0 -3363 XGBoost_grid_1_AutoML_20190416_015849_model_5 supply_area 1.1865486163870273e+21 1.0 0.29599679028309933 -3364 XGBoost_grid_1_AutoML_20190416_015849_model_5 city 9.36165647078807e+20 0.7889821235722966 0.2335361761681434 -3365 XGBoost_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 8.118613715512889e+20 0.6842209078826963 0.20252719257786628 -3366 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_district 2.35696713331179e+20 0.19864058672021548 0.05879697608913543 -3367 XGBoost_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 1.956698633352029e+20 0.1649067392881098 0.04881186552533237 -3368 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 1.7378611628180976e+20 0.14646354467209152 0.04335273911642443 -3369 XGBoost_grid_1_AutoML_20190416_015849_model_5 floor 1.163797785667877e+20 0.09808260442050615 0.029032136091076747 -3370 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 9.999475073655348e+19 0.08427362297301545 0.024944721905540635 -3371 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 8.639559510003391e+19 0.07281252020090298 0.02155227227189061 -3372 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 7.088789398588123e+19 0.059742932575093985 0.017683716284327435 -3373 XGBoost_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.1397229631283134e+19 0.02646097192956653 0.007832362758922882 -3374 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 1.842518924775863e+19 0.015528389644802148 0.004596353493126752 -3375 XGBoost_grid_1_AutoML_20190416_015849_model_5 room_count 1.6191205920489865e+19 0.013645632127397495 0.004039063311093599 -3376 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 1.063577718610513e+19 0.00896362529037408 0.002653204315251142 -3377 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_central 7.834079171776086e+18 0.006602408922468267 0.0019542918491871034 -3378 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.161861074149704e+18 0.0051930961690488655 0.0015371397976699237 -3379 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 4.621970300437791e+18 0.003895306299805419 0.0011529981619119401 -3380 GBM_grid_1_AutoML_20190416_023844_model_14 supply_area 7.523607702893907e+21 1.0 0.23357276308892766 -3381 GBM_grid_1_AutoML_20190416_023844_model_14 exclusive_use_area 5.335643036226916e+21 0.7091867687591679 0.16564671312518725 -3382 GBM_grid_1_AutoML_20190416_023844_model_14 city 4.947102859674874e+21 0.6575439676063921 0.15358436136628137 -3383 GBM_grid_1_AutoML_20190416_023844_model_14 apartment_building_count_in_sites 2.1664501268221128e+21 0.28795362708621847 0.06725812432000672 -3384 GBM_grid_1_AutoML_20190416_023844_model_14 total_parking_capacity_in_site 1.929195291165166e+21 0.2564189106275588 0.05989247346353171 -3385 GBM_grid_1_AutoML_20190416_023844_model_14 room_count 1.5905901828564782e+21 0.2114132269608725 0.04938037157479756 -3386 GBM_grid_1_AutoML_20190416_023844_model_14 total_household_count_in_sites 1.3934192134704773e+21 0.18520625589429757 0.04325913693058608 -3387 GBM_grid_1_AutoML_20190416_023844_model_14 bathroom_count 1.222189118675619e+21 0.16244721507814816 0.03794324488190438 -3388 GBM_grid_1_AutoML_20190416_023844_model_14 heat_fuel_gas 1.1541991898948808e+21 0.15341033656644876 0.03583247619822779 -3389 GBM_grid_1_AutoML_20190416_023844_model_14 heat_fuel_cogeneration 8.945967188307356e+20 0.11890528509170337 0.027773035984745835 -3390 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_individual 8.812947040125992e+20 0.11713724835408615 0.027360070758697844 -3391 GBM_grid_1_AutoML_20190416_023844_model_14 total_household_count_of_area_type 8.317948664519842e+20 0.11055797953580696 0.02582333276170755 -3392 GBM_grid_1_AutoML_20190416_023844_model_14 floor 7.758329263760458e+20 0.10311980063469108 0.024085976763424152 -3393 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_district 7.49773832294685e+20 0.09965615724571728 0.02327696400670684 -3394 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_stairway 2.957617317348146e+20 0.03931115807926186 0.009182015812798814 -3395 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_corridor 2.5921503835088906e+20 0.034453555872029806 0.00804741224326875 -3396 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_central 1.6581743654582878e+20 0.022039617573634013 0.005147854374096984 -3397 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_mixed 9.449646252195263e+19 0.012559993324160851 0.0029336723451027355 -3398 GBM_grid_1_AutoML_20190416_023844_model_8 exclusive_use_area 1.3669938676678577e+20 1.0 0.3184835114618683 -3399 GBM_grid_1_AutoML_20190416_023844_model_8 city 1.1168338617255644e+20 0.8169999062475126 0.260200999005725 -3400 GBM_grid_1_AutoML_20190416_023844_model_8 apartment_building_count_in_sites 5.8309714060588876e+19 0.4265543206866569 0.13585051788151833 -3401 GBM_grid_1_AutoML_20190416_023844_model_8 supply_area 2.555107352984001e+19 0.18691432444705175 0.05952913039241998 -3402 GBM_grid_1_AutoML_20190416_023844_model_8 total_parking_capacity_in_site 2.4262129242737738e+19 0.17748528224292498 0.056526135921527526 -3403 GBM_grid_1_AutoML_20190416_023844_model_8 total_household_count_in_sites 1.605862900743589e+19 0.1174740383790639 0.03741354424857055 -3404 GBM_grid_1_AutoML_20190416_023844_model_8 heat_fuel_cogeneration 1.3148115076084924e+19 0.09618269245432752 0.03063260163471117 -3405 GBM_grid_1_AutoML_20190416_023844_model_8 floor 1.1007956374549168e+19 0.08052674291311307 0.025646439849555367 -3406 GBM_grid_1_AutoML_20190416_023844_model_8 total_household_count_of_area_type 1.0775602079809405e+19 0.0788269964823835 0.02510509863770184 -3407 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_district 5.964370094103462e+18 0.04363128639544593 0.013895845300820064 -3408 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_stairway 3.280054841644155e+18 0.02399465659081595 0.007641902487364725 -3409 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_individual 3.232033121545224e+18 0.023643362256329598 0.007530021034160851 -3410 GBM_grid_1_AutoML_20190416_023844_model_8 heat_fuel_gas 2.868077180565324e+18 0.02098090743785391 0.006682073074464143 -3411 GBM_grid_1_AutoML_20190416_023844_model_8 bathroom_count 2.7244061951870894e+18 0.019929907950757872 0.006347347067269175 -3412 GBM_grid_1_AutoML_20190416_023844_model_8 room_count 1.7758502296402002e+18 0.012990915845656767 0.004137392495630394 -3413 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_mixed 1.1597170362223165e+18 0.00848370328245025 0.0027019196115953335 -3414 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_central 4.0308972447596544e+17 0.002948731036838164 0.0009391222149688143 -3415 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_corridor 3.1607636711859814e+17 0.0023122003294560214 0.0007363976801284425 -3416 GBM_grid_1_AutoML_20190416_022142_model_26 exclusive_use_area 3.833177602028963e+20 1.0 0.2555406049518385 -3417 GBM_grid_1_AutoML_20190416_022142_model_26 city 3.299694912075769e+20 0.8608249485568283 0.21997572811184715 -3418 GBM_grid_1_AutoML_20190416_022142_model_26 supply_area 2.7063917526971423e+20 0.7060439232621534 0.1804228912729801 -3419 GBM_grid_1_AutoML_20190416_022142_model_26 apartment_building_count_in_sites 1.0317252405877958e+20 0.2691566495749341 0.06878045305918866 -3420 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_cogeneration 8.207622084492054e+19 0.2141205792329483 0.054716502349825676 -3421 GBM_grid_1_AutoML_20190416_022142_model_26 room_count 6.949965940074427e+19 0.18131082515967165 0.04633227794561951 -3422 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_in_sites 6.0688437098538074e+19 0.15832409400079636 0.04045823475941524 -3423 GBM_grid_1_AutoML_20190416_022142_model_26 total_parking_capacity_in_site 5.959312560518018e+19 0.15546664358478085 0.03972804015148676 -3424 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_individual 4.229169441561326e+19 0.11033064158891981 0.02819395889635704 -3425 GBM_grid_1_AutoML_20190416_022142_model_26 floor 3.264837050959921e+19 0.08517312240454995 0.02176519122489568 -3426 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_of_area_type 2.1555206381943914e+19 0.05623325767774077 0.014369880685382492 -3427 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_gas 1.4444286453116568e+19 0.03768227813256284 0.009629352149958545 -3428 GBM_grid_1_AutoML_20190416_022142_model_26 bathroom_count 1.0591664779598758e+19 0.027631552407048444 0.007060983617855589 -3429 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_corridor 7.834715789008568e+18 0.020439219369490016 0.005223050482422814 -3430 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_district 5.931086227863241e+18 0.015473027455664513 0.003953986796456916 -3431 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_stairway 4.418604629764342e+18 0.011527262987828956 0.0029456837573487485 -3432 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_central 1.3547939010508227e+18 0.003534388545768681 0.0009031797871205774 -3433 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_mixed 0.0 0.0 0.0 -3434 GBM_5_AutoML_20190416_022142 supply_area 4.7630013364075024e+20 1.0 0.3197686003049693 -3435 GBM_5_AutoML_20190416_022142 city 3.275212922288918e+20 0.6876363643347725 0.2198845177421281 -3436 GBM_5_AutoML_20190416_022142 exclusive_use_area 2.4786654783205487e+20 0.5203999124195259 0.16640755159322038 -3437 GBM_5_AutoML_20190416_022142 total_parking_capacity_in_site 7.80893652943257e+19 0.16394991262636233 0.05242603408065388 -3438 GBM_5_AutoML_20190416_022142 heat_fuel_gas 6.867006468344775e+19 0.14417393536832848 0.046102297513189505 -3439 GBM_5_AutoML_20190416_022142 apartment_building_count_in_sites 6.502994672174183e+19 0.13653144756577104 0.04365846988571791 -3440 GBM_5_AutoML_20190416_022142 total_household_count_in_sites 4.153075760240158e+19 0.08719451175658538 0.027882066978678493 -3441 GBM_5_AutoML_20190416_022142 heat_type_district 3.799996628086869e+19 0.07978155704136375 0.025511636825267952 -3442 GBM_5_AutoML_20190416_022142 heat_type_individual 3.5480886185587376e+19 0.07449270676112987 0.02382042857393502 -3443 GBM_5_AutoML_20190416_022142 floor 2.816970560692342e+19 0.059142762341046165 0.01891199833196578 -3444 GBM_5_AutoML_20190416_022142 room_count 2.2868707161740935e+19 0.04801322852239566 0.015353122880729089 -3445 GBM_5_AutoML_20190416_022142 total_household_count_of_area_type 1.744799828857271e+19 0.03663236068233581 0.011713878701257311 -3446 GBM_5_AutoML_20190416_022142 heat_fuel_cogeneration 1.6540450395890123e+19 0.03472694888716066 0.011104587838509573 -3447 GBM_5_AutoML_20190416_022142 bathroom_count 1.3488853729532707e+19 0.028320071267724407 0.00905586954981721 -3448 GBM_5_AutoML_20190416_022142 front_door_structure_stairway 1.0076388550846185e+19 0.02115554424439089 0.006764878771718724 -3449 GBM_5_AutoML_20190416_022142 front_door_structure_corridor 1.5572853225412362e+18 0.0032695462641121574 0.0010454982325074859 -3450 GBM_5_AutoML_20190416_022142 heat_type_central 8.766722317851034e+17 0.0018405878349938363 0.0005885621957343328 -3451 GBM_5_AutoML_20190416_022142 front_door_structure_mixed 0.0 0.0 0.0 -3452 GBM_grid_1_AutoML_20190416_021340_model_2 city 9.068059422361649e+19 1.0 0.23613663539076796 -3453 GBM_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 7.44104785526244e+19 0.820577756351372 0.19376847046131834 -3454 GBM_grid_1_AutoML_20190416_021340_model_2 bathroom_count 6.546431978541102e+19 0.7219220423719032 0.17047224210013262 -3455 GBM_grid_1_AutoML_20190416_021340_model_2 supply_area 3.1454012809788e+19 0.3468659758914134 0.0819077644785336 -3456 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 2.4078260112248013e+19 0.265528256827161 0.06270094916834151 -3457 GBM_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 2.28634251078811e+19 0.25213139926609174 0.05953746029906124 -3458 GBM_grid_1_AutoML_20190416_021340_model_2 floor 1.998969533803738e+19 0.22044071842695692 0.05205412955246527 -3459 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 1.3824367503725298e+19 0.15245122313198223 0.0359993188915935 -3460 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 1.185871229263387e+19 0.13077453223774127 0.03088065803742174 -3461 GBM_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 1.1295708463142797e+19 0.12456588490463363 0.02941456894585384 -3462 GBM_grid_1_AutoML_20190416_021340_model_2 room_count 4.519257772461654e+18 0.04983709922894039 0.011768364929557821 -3463 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 3.904723131511603e+18 0.04306018465078246 0.01016808712274096 -3464 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 2.980058316685705e+18 0.03286324204423432 0.007760215404357915 -3465 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 2.4179813754968474e+18 0.02666481617372461 0.00629653997457666 -3466 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 1.9675623140098048e+18 0.02169772188697657 0.005123627042035272 -3467 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.735726713880445e+18 0.019141104320514028 0.004519915971909874 -3468 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_district 2.924538751919063e+17 0.003225098795346676 0.000761563978335983 -3469 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 2.801362354044928e+17 0.0030892633402212007 0.0007294882509958796 -3470 GBM_grid_1_AutoML_20190416_022142_model_37 supply_area 4.5936592350189307e+21 1.0 0.2261461599960611 -3471 GBM_grid_1_AutoML_20190416_022142_model_37 city 4.084156876075345e+21 0.8890857303781946 0.20106332383232203 -3472 GBM_grid_1_AutoML_20190416_022142_model_37 exclusive_use_area 3.4889248390500644e+21 0.7595088491660149 0.17176000972192185 -3473 GBM_grid_1_AutoML_20190416_022142_model_37 apartment_building_count_in_sites 1.181536954426694e+21 0.2572104054692304 0.05816714550789633 -3474 GBM_grid_1_AutoML_20190416_022142_model_37 total_parking_capacity_in_site 1.0034734212534868e+21 0.2184475099075022 0.049401065526283136 -3475 GBM_grid_1_AutoML_20190416_022142_model_37 room_count 9.495927071553471e+20 0.20671814311264075 0.04674851426643991 -3476 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_cogeneration 8.055912349700823e+20 0.17537026447865423 0.03965931188934129 -3477 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_in_sites 7.933857762924665e+20 0.17271324138373903 0.039058436319405365 -3478 GBM_grid_1_AutoML_20190416_022142_model_37 bathroom_count 6.571631465635774e+20 0.14305874966819762 0.03235218689130068 -3479 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_individual 6.093438553514133e+20 0.13264890236223675 0.02999803989691228 -3480 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_gas 5.400704358612468e+20 0.11756867634937251 0.02658770469223032 -3481 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_district 4.124527424610071e+20 0.08978740506408228 0.0203050768712531 -3482 GBM_grid_1_AutoML_20190416_022142_model_37 floor 4.044935800976761e+20 0.08805476405696191 0.01991324676084112 -3483 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_of_area_type 3.7170821923534904e+20 0.08091767373637528 0.018299221191295394 -3484 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_stairway 2.117851853611902e+20 0.046103808429385475 0.010426199237499557 -3485 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_corridor 1.6393176530809992e+20 0.035686531569080214 0.008070372077925698 -3486 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_central 3.809605040299678e+19 0.008293181634497054 0.0018754711807913661 -3487 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_mixed 3.4229921778887557e+18 0.0007451558774308276 0.00016851414027947725 -3488 GBM_grid_1_AutoML_20190416_023844_model_59 supply_area 2.4802179887389685e+20 1.0 0.42038216504423304 -3489 GBM_grid_1_AutoML_20190416_023844_model_59 total_household_count_in_sites 5.148360722577411e+19 0.2075769446860202 0.08726164542037618 -3490 GBM_grid_1_AutoML_20190416_023844_model_59 heat_fuel_gas 4.925115881673772e+19 0.19857592776261884 0.08347777843851693 -3491 GBM_grid_1_AutoML_20190416_023844_model_59 apartment_building_count_in_sites 4.482240074684668e+19 0.1807196018670762 0.0759712974988133 -3492 GBM_grid_1_AutoML_20190416_023844_model_59 city 3.975759719051978e+19 0.1602988018433572 0.06738675737290699 -3493 GBM_grid_1_AutoML_20190416_023844_model_59 total_household_count_of_area_type 3.815583304922222e+19 0.15384064313081613 0.0646718626311297 -3494 GBM_grid_1_AutoML_20190416_023844_model_59 total_parking_capacity_in_site 3.710500339827763e+19 0.14960379920937167 0.06289076901047838 -3495 GBM_grid_1_AutoML_20190416_023844_model_59 floor 2.316611186291481e+19 0.09340353133513594 0.03926517872544131 -3496 GBM_grid_1_AutoML_20190416_023844_model_59 room_count 1.4125153203154584e+19 0.056951256975344804 0.023941292709285928 -3497 GBM_grid_1_AutoML_20190416_023844_model_59 heat_fuel_cogeneration 1.1775668378411205e+19 0.04747836049845915 0.01995905597909285 -3498 GBM_grid_1_AutoML_20190416_023844_model_59 exclusive_use_area 9.530796587492573e+18 0.03842725369610907 0.016154132105474336 -3499 GBM_grid_1_AutoML_20190416_023844_model_59 heat_type_individual 8.139010030042087e+18 0.03281570437355086 0.013795136852004815 -3500 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GBM_grid_1_AutoML_20190416_023844_model_32 heat_type_individual 7.773889376394884e+19 0.10442000868452672 0.023674183766952656 -3516 GBM_grid_1_AutoML_20190416_023844_model_32 bathroom_count 7.397755244625736e+19 0.09936772051778986 0.02252872515217423 -3517 GBM_grid_1_AutoML_20190416_023844_model_32 heat_fuel_cogeneration 6.973628309913469e+19 0.0936707860668735 0.021237111841675985 -3518 GBM_grid_1_AutoML_20190416_023844_model_32 floor 6.381510072225864e+19 0.08571736808933607 0.019433906870256482 -3519 GBM_grid_1_AutoML_20190416_023844_model_32 total_household_count_of_area_type 3.872216949845708e+19 0.052012179226400355 0.01179224082278729 -3520 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_stairway 2.5266383581129736e+19 0.03393817258294536 0.007694488293623956 -3521 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_corridor 1.4463631260695658e+19 0.019427759114216084 0.00440467631868906 -3522 GBM_grid_1_AutoML_20190416_023844_model_32 heat_type_central 1.2644916982563471e+18 0.0016984835739284989 0.00038508148735954157 -3523 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_mixed 0.0 0.0 0.0 -3524 GBM_5_AutoML_20190416_021340 city 3.510466893073917e+20 1.0 0.23436357978385883 -3525 GBM_5_AutoML_20190416_021340 supply_area 3.444496195407357e+20 0.9812074291893427 0.2299592856153315 -3526 GBM_5_AutoML_20190416_021340 exclusive_use_area 3.1004577756232234e+20 0.8832038216171092 0.2069908093129704 -3527 GBM_5_AutoML_20190416_021340 apartment_building_count_in_sites 1.0590519748189592e+20 0.30168407994630236 0.07070376094001528 -3528 GBM_5_AutoML_20190416_021340 heat_fuel_cogeneration 6.309072047164726e+19 0.1797217361488981 0.0421202294488259 -3529 GBM_5_AutoML_20190416_021340 total_parking_capacity_in_site 5.874645327328104e+19 0.16734655264570833 0.039219937142536195 -3530 GBM_5_AutoML_20190416_021340 room_count 4.96443353787374e+19 0.14141804179006703 0.033143238519943455 -3531 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front_door_structure_corridor 2.725493337309053e+18 0.007763905543978775 0.0018195766963906134 -3540 GBM_5_AutoML_20190416_021340 heat_type_central 4.9609755050849075e+17 0.0014131953544050837 0.0003312015221922945 -3541 GBM_5_AutoML_20190416_021340 front_door_structure_mixed 0.0 0.0 0.0 -3542 GBM_grid_1_AutoML_20190416_021340_model_15 supply_area 3.385106030852571e+20 1.0 0.23516244512971154 -3543 GBM_grid_1_AutoML_20190416_021340_model_15 exclusive_use_area 3.315208053573456e+20 0.9793513182033146 0.23030665062969763 -3544 GBM_grid_1_AutoML_20190416_021340_model_15 city 3.033644764088857e+20 0.8961742221483102 0.21074652134261393 -3545 GBM_grid_1_AutoML_20190416_021340_model_15 apartment_building_count_in_sites 9.231277965263136e+19 0.2727027715270163 0.06412945054594223 -3546 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_gas 7.214346149801073e+19 0.21312024155367656 0.050117877110397335 -3547 GBM_grid_1_AutoML_20190416_021340_model_15 total_parking_capacity_in_site 4.562937191289009e+19 0.13479451307289744 0.031698607284291434 -3548 GBM_grid_1_AutoML_20190416_021340_model_15 bathroom_count 4.194995300756095e+19 0.12392507834383981 0.029142524436228435 -3549 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_cogeneration 4.0744813496727765e+19 0.12036495496853254 0.028305317118327733 -3550 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_in_sites 3.9014278951631585e+19 0.11525275307788652 0.02710311922172668 -3551 GBM_grid_1_AutoML_20190416_021340_model_15 room_count 3.4210237771971297e+19 0.10106105232796836 0.023765764172826765 -3552 GBM_grid_1_AutoML_20190416_021340_model_15 floor 3.003428821163154e+19 0.08872480784321878 0.020864742756075135 -3553 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_individual 2.310147597236437e+19 0.06824446785953717 0.01604853592842477 -3554 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_of_area_type 1.9494017904049914e+19 0.05758761387790314 0.013542444088713412 -3555 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_district 1.3719628026063356e+19 0.040529389333804525 0.009530990295351522 -3556 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_stairway 7.113431213385187e+18 0.02101390960446105 0.004941682364319791 -3557 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_mixed 3.022983800389894e+18 0.008930248485092584 0.0021000590693702743 -3558 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_corridor 2.2649928537069322e+18 0.006691054380758857 0.0015734847086751208 -3559 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_central 1.3240063385225134e+18 0.003911269917264748 0.0009197837973062627 -3560 GBM_grid_1_AutoML_20190416_023844_model_29 exclusive_use_area 1.0788336843384632e+20 1.0 0.3230367508012214 -3561 GBM_grid_1_AutoML_20190416_023844_model_29 city 7.973502633785059e+19 0.7390854354602749 0.23875175763559303 -3562 GBM_grid_1_AutoML_20190416_023844_model_29 supply_area 3.770066602164853e+19 0.34945762788975615 0.1128876566562091 -3563 GBM_grid_1_AutoML_20190416_023844_model_29 total_parking_capacity_in_site 2.7935368892718776e+19 0.2589404585550055 0.08364728438258733 -3564 GBM_grid_1_AutoML_20190416_023844_model_29 heat_fuel_gas 1.9202774866038096e+19 0.17799569242976657 0.05749915013912535 -3565 GBM_grid_1_AutoML_20190416_023844_model_29 total_household_count_in_sites 1.6575867864444043e+19 0.15364618388429635 0.04963336401499008 -3566 GBM_grid_1_AutoML_20190416_023844_model_29 total_household_count_of_area_type 1.2878902952558854e+19 0.11937802035219311 0.03856348781165454 -3567 GBM_grid_1_AutoML_20190416_023844_model_29 apartment_building_count_in_sites 1.2674172787955335e+19 0.1174803213131697 0.03795046128008982 -3568 GBM_grid_1_AutoML_20190416_023844_model_29 floor 8.038339844914545e+18 0.07450953711964996 0.024069318774834716 -3569 GBM_grid_1_AutoML_20190416_023844_model_29 room_count 2.7403535118363525e+18 0.02540107480530446 0.00820548067196432 -3570 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_stairway 1.9300002480259072e+18 0.017889692137387943 0.005779028020895959 -3571 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_individual 1.678158758951256e+18 0.015555305542580429 0.005024935360195412 -3572 GBM_grid_1_AutoML_20190416_023844_model_29 heat_fuel_cogeneration 1.5941152512199885e+18 0.014776283632611027 0.0047732826535959345 -3573 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_corridor 1.3304298228909343e+18 0.012332112374733173 0.003983725512049338 -3574 GBM_grid_1_AutoML_20190416_023844_model_29 bathroom_count 1.0111854535350682e+18 0.009372950327882313 0.003027807419340345 -3575 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_district 6.358845454213448e+17 0.005894185124663278 0.0019040384112921172 -3576 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_central 4.2162250835820544e+17 0.003908132592437015 0.0012624704543612072 -3577 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_mixed 0.0 0.0 0.0 -3578 GBM_grid_1_AutoML_20190416_021340_model_4 city 3.7603826842895416e+21 1.0 0.2808971970926132 -3579 GBM_grid_1_AutoML_20190416_021340_model_4 supply_area 3.542755239496117e+21 0.9421262506864932 0.2646406231252086 -3580 GBM_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 2.4054986617681483e+21 0.6396951756580661 0.1796885818360176 -3581 GBM_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 5.749995101462022e+20 0.15290983881733258 0.042951945131671984 -3582 GBM_grid_1_AutoML_20190416_021340_model_4 bathroom_count 5.1755127664011536e+20 0.1376326081923488 0.03866061386977661 -3583 GBM_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 4.44863354576216e+20 0.11830268138261708 0.03323089160891761 -3584 GBM_grid_1_AutoML_20190416_021340_model_4 room_count 3.3335415743377834e+20 0.08864899809971329 0.024901255091277857 -3585 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 2.954714606650817e+20 0.07857483811409101 0.022071451788253996 -3586 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 2.9191560487648205e+20 0.07762922802938989 0.02180583256591894 -3587 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 2.5033131864999382e+20 0.06657070294889136 0.018699523866828546 -3588 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_district 2.4747631796121764e+20 0.06581147152792348 0.018486257888734023 -3589 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 2.40780767137085e+20 0.06403092114614826 0.017986106277211183 -3590 GBM_grid_1_AutoML_20190416_021340_model_4 floor 1.6218927687258656e+20 0.04313105619547585 0.012115392792953157 -3591 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 1.18584466506246e+20 0.03153521236061389 0.008858152761816772 -3592 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 1.0724540539913162e+20 0.028519811520032506 0.00801113511758675 -3593 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 7.583189200064112e+19 0.020166003932913075 0.0056645739813138965 -3594 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_central 1.345452257846703e+19 0.0035779663156833797 0.0010050407093672453 -3595 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 4.356471502556627e+18 0.001158518126561288 0.0003254244945320511 -3596 GBM_grid_1_AutoML_20190416_022142_model_13 supply_area 4.58095915443849e+20 1.0 0.2765751415246082 -3597 GBM_grid_1_AutoML_20190416_022142_model_13 city 3.1975011996563145e+20 0.6979981903043725 0.19304894826735225 -3598 GBM_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 1.7090960034950126e+20 0.3730869335167658 0.1031865714383816 -3599 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 1.3903331570101938e+20 0.3035026312476723 0.08394128319041595 -3600 GBM_grid_1_AutoML_20190416_022142_model_13 room_count 1.0100846527299086e+20 0.2204963237341328 0.06098380194242361 -3601 GBM_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 8.416957663499675e+19 0.18373788937507743 0.050817332757344846 -3602 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 8.14419697614612e+19 0.17778366280029392 0.049170541699754516 -3603 GBM_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 5.4057546354211684e+19 0.11800486433465651 0.032637212053949816 -3604 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 4.408146185112099e+19 0.09622758109163772 0.026614156858990413 -3605 GBM_grid_1_AutoML_20190416_022142_model_13 bathroom_count 4.255359808534951e+19 0.09289233248045736 0.025691710002333456 -3606 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_district 4.12719281671766e+19 0.09009451247166926 0.024917902537442506 -3607 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 3.470204492502899e+19 0.07575279271243052 0.02095133936532478 -3608 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 3.210607158357079e+19 0.07008591541896467 0.019384021975881873 -3609 GBM_grid_1_AutoML_20190416_022142_model_13 floor 3.0340515394106687e+19 0.06623179637982533 0.018318068457179225 -3610 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.4786541333099053e+19 0.03227826495412511 0.008927365697855955 -3611 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 6.553079955696124e+18 0.014305039042635529 0.003956418197731968 -3612 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.454550529454637e+18 0.0031752095585600745 0.0008781840330290414 -3613 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 0.0 0.0 0.0 -3614 GBM_grid_1_AutoML_20190416_015849_model_1 supply_area 5.330900745819295e+21 1.0 0.22625258845673918 -3615 GBM_grid_1_AutoML_20190416_015849_model_1 city 5.036137898408082e+21 0.9447067462956654 0.2137423466819383 -3616 GBM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 3.4335207120092225e+21 0.644078904433163 0.14572451929838387 -3617 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.4081338808279803e+21 0.2641455821386836 0.05976362168828939 -3618 GBM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 1.2781668917189972e+21 0.23976565174682474 0.05424759933073618 -3619 GBM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.1527579676453781e+21 0.21624074853567982 0.048925029086020394 -3620 GBM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 1.1291198398387055e+21 0.21180657710129128 0.047921786321329055 -3621 GBM_grid_1_AutoML_20190416_015849_model_1 room_count 9.056522818597442e+20 0.16988729016761248 0.03843743914632346 -3622 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 6.829400619807859e+20 0.12810969375416992 0.0289851498182811 -3623 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 6.53833930907788e+20 0.12264980386673878 0.02774983559856103 -3624 GBM_grid_1_AutoML_20190416_015849_model_1 floor 6.356077224783312e+20 0.11923083035766521 0.02697628399226811 -3625 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 5.228164420013486e+20 0.09807281488243093 0.02218922822438861 -3626 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 4.6438343310486746e+20 0.08711162620483143 0.019709230913519022 -3627 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 4.045058946279072e+20 0.07587946463740428 0.017167925284924324 -3628 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 2.2603390607912075e+20 0.042400696778379446 0.009593267398477672 -3629 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 2.078297582509637e+20 0.038985861519547534 0.008820652082013613 -3630 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 6.840909779761837e+19 0.012832558897531062 0.0029033996670899623 -3631 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 2.0972218928618013e+19 0.003934085425444333 0.0008900970107167124 -3632 GBM_5_AutoML_20190416_020809 supply_area 5.210785099420208e+20 1.0 0.3477745722857248 -3633 GBM_5_AutoML_20190416_020809 city 3.368282623338296e+20 0.646405975121307 0.2248035615207494 -3634 GBM_5_AutoML_20190416_020809 exclusive_use_area 2.3911980089170146e+20 0.4588939983694737 0.1595916640074298 -3635 GBM_5_AutoML_20190416_020809 heat_fuel_gas 7.820231592482387e+19 0.15007779908928745 0.05219324238785988 -3636 GBM_5_AutoML_20190416_020809 total_parking_capacity_in_site 7.530459261223882e+19 0.14451678811436264 0.050259264174579175 -3637 GBM_5_AutoML_20190416_020809 apartment_building_count_in_sites 4.8376857956655825e+19 0.09283986392384251 0.032287343967179215 -3638 GBM_5_AutoML_20190416_020809 total_household_count_in_sites 4.719060365754132e+19 0.09056332732430687 0.03149562242498291 -3639 GBM_5_AutoML_20190416_020809 heat_type_individual 3.273506700144935e+19 0.06282175598662033 0.021847809318485057 -3640 GBM_5_AutoML_20190416_020809 floor 2.5164362096211657e+19 0.04829284189634234 0.016795022434962587 -3641 GBM_5_AutoML_20190416_020809 front_door_structure_stairway 2.1651695124351025e+19 0.041551694631889846 0.014450622828352537 -3642 GBM_5_AutoML_20190416_020809 heat_fuel_cogeneration 2.122593343575058e+19 0.04073461682024143 0.014166463941882352 -3643 GBM_5_AutoML_20190416_020809 heat_type_district 1.977114321276109e+19 0.03794273384055116 0.013195518032748776 -3644 GBM_5_AutoML_20190416_020809 total_household_count_of_area_type 1.6802796069300732e+19 0.03224618891147582 0.011214404556533183 -3645 GBM_5_AutoML_20190416_020809 bathroom_count 1.0432203707734032e+19 0.02002040673082987 0.006962588387800604 -3646 GBM_5_AutoML_20190416_020809 front_door_structure_corridor 3.3114395764253e+18 0.006354972452795561 0.0022100978266585396 -3647 GBM_5_AutoML_20190416_020809 room_count 6.030973148394947e+17 0.0011574020101243476 0.00040251498903363307 -3648 GBM_5_AutoML_20190416_020809 heat_type_central 5.239438163532841e+17 0.0010054987998096144 0.00034968691503759825 -3649 GBM_5_AutoML_20190416_020809 front_door_structure_mixed 0.0 0.0 0.0 -3650 GBM_5_AutoML_20190416_015849 supply_area 3.5811737590673546e+20 1.0 0.2425989195567782 -3651 GBM_5_AutoML_20190416_015849 city 3.464669155144489e+20 0.9674674808425919 0.23470656555873082 -3652 GBM_5_AutoML_20190416_015849 exclusive_use_area 3.261974098603053e+20 0.9108673072184493 0.22097542459078776 -3653 GBM_5_AutoML_20190416_015849 total_parking_capacity_in_site 7.203043610072187e+19 0.2011363897614417 0.04879547083967678 -3654 GBM_5_AutoML_20190416_015849 apartment_building_count_in_sites 6.176827626426991e+19 0.1724805340926999 0.04184359121546504 -3655 GBM_5_AutoML_20190416_015849 total_household_count_in_sites 5.3229372205938246e+19 0.14863666436503986 0.03605909418148214 -3656 GBM_5_AutoML_20190416_015849 heat_fuel_cogeneration 5.229796271190966e+19 0.14603581459708234 0.035428130837846156 -3657 GBM_5_AutoML_20190416_015849 heat_type_individual 3.7780275061546025e+19 0.1054969057725508 0.025593435357004063 -3658 GBM_5_AutoML_20190416_015849 heat_fuel_gas 3.3768698091512267e+19 0.09429505621170041 0.022875878756504188 -3659 GBM_5_AutoML_20190416_015849 room_count 3.266148768331858e+19 0.09120330338795014 0.022125822861925753 -3660 GBM_5_AutoML_20190416_015849 floor 2.749247241491107e+19 0.07676944561905574 0.01862418456215576 -3661 GBM_5_AutoML_20190416_015849 total_household_count_of_area_type 2.0945566766760722e+19 0.05848799353487829 0.014189124038605302 -3662 GBM_5_AutoML_20190416_015849 heat_type_district 1.8176799675439383e+19 0.05075654212370072 0.012313482279647894 -3663 GBM_5_AutoML_20190416_015849 front_door_structure_stairway 1.2777031001222152e+19 0.035678333029419036 0.00865552504452397 -3664 GBM_5_AutoML_20190416_015849 bathroom_count 1.2704203749044781e+19 0.03547497162593233 0.008606189787758546 -3665 GBM_5_AutoML_20190416_015849 front_door_structure_corridor 8.993240954626376e+18 0.025112551246238568 0.006092277799651701 -3666 GBM_5_AutoML_20190416_015849 heat_type_central 7.630070561678295e+17 0.0021306060735978905 0.0005168827314559577 -3667 GBM_5_AutoML_20190416_015849 front_door_structure_mixed 0.0 0.0 0.0 -3668 GBM_5_AutoML_20190416_023844 supply_area 4.572923043853401e+20 1.0 0.3075112818865719 -3669 GBM_5_AutoML_20190416_023844 city 3.2206004436200745e+20 0.70427610802438 0.21657284878066288 -3670 GBM_5_AutoML_20190416_023844 exclusive_use_area 2.5660106820310742e+20 0.5611313939516485 0.17255423426087038 -3671 GBM_5_AutoML_20190416_023844 heat_fuel_cogeneration 8.55930571648737e+19 0.18717362252557873 0.05755800059819404 -3672 GBM_5_AutoML_20190416_023844 apartment_building_count_in_sites 6.942850780428763e+19 0.15182522674989798 0.046687970100580574 -3673 GBM_5_AutoML_20190416_023844 total_parking_capacity_in_site 6.630105693024158e+19 0.14498616376096415 0.04458488107395051 -3674 GBM_5_AutoML_20190416_023844 total_household_count_in_sites 3.9718327033222136e+19 0.08685544596384297 0.026709029527171226 -3675 GBM_5_AutoML_20190416_023844 heat_fuel_gas 3.1819859910767673e+19 0.06958319570572628 0.021397617709232094 -3676 GBM_5_AutoML_20190416_023844 room_count 3.113512365140738e+19 0.06808582465269562 0.02093715921725479 -3677 GBM_5_AutoML_20190416_023844 floor 2.88562186770742e+19 0.06310234919842066 0.019404684292060426 -3678 GBM_5_AutoML_20190416_023844 heat_type_district 2.4510667249126736e+19 0.05359956206145266 0.016482470038076173 -3679 GBM_5_AutoML_20190416_023844 heat_type_individual 2.251724167285257e+19 0.049240368702724295 0.015141968900342181 -3680 GBM_5_AutoML_20190416_023844 total_household_count_of_area_type 1.9878385178887848e+19 0.04346975662668753 0.013367440583569985 -3681 GBM_5_AutoML_20190416_023844 bathroom_count 1.375357984561745e+19 0.030076123551005387 0.00924874730734858 -3682 GBM_5_AutoML_20190416_023844 front_door_structure_stairway 1.0585165566366974e+19 0.023147482397707968 0.007118111984566035 -3683 GBM_5_AutoML_20190416_023844 front_door_structure_corridor 6.735647814174376e+18 0.0147294143146099 0.004529461077324112 -3684 GBM_5_AutoML_20190416_023844 heat_type_central 2.8863032350631526e+17 0.0006311724923826822 0.00019409266222414112 -3685 GBM_5_AutoML_20190416_023844 front_door_structure_mixed 0.0 0.0 0.0 -3686 GBM_grid_1_AutoML_20190416_023844_model_9 supply_area 3.17221770987328e+20 1.0 0.2424973144120497 -3687 GBM_grid_1_AutoML_20190416_023844_model_9 city 3.061765169793414e+20 0.9651812863486352 0.23405386986031157 -3688 GBM_grid_1_AutoML_20190416_023844_model_9 exclusive_use_area 2.3692515809047452e+20 0.746875466185891 0.1811152947503262 -3689 GBM_grid_1_AutoML_20190416_023844_model_9 heat_fuel_gas 7.614814672916159e+19 0.24004703867630658 0.05821076221156977 -3690 GBM_grid_1_AutoML_20190416_023844_model_9 room_count 6.63152054458678e+19 0.20904998178235656 0.05069405916010938 -3691 GBM_grid_1_AutoML_20190416_023844_model_9 apartment_building_count_in_sites 6.335031076891866e+19 0.19970354043401803 0.04842757223382755 -3692 GBM_grid_1_AutoML_20190416_023844_model_9 total_parking_capacity_in_site 5.8345245878352085e+19 0.183925730244671 0.04460149563560782 -3693 GBM_grid_1_AutoML_20190416_023844_model_9 total_household_count_in_sites 5.8260711026362155e+19 0.18365924521835383 0.044536873732394885 -3694 GBM_grid_1_AutoML_20190416_023844_model_9 floor 2.752389645723291e+19 0.08676547127130313 0.02104039376698686 -3695 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_individual 1.869990882502823e+19 0.058949008344623466 0.014294976210824697 -3696 GBM_grid_1_AutoML_20190416_023844_model_9 bathroom_count 1.848084652635665e+19 0.058258443198385974 0.014127516017435542 -3697 GBM_grid_1_AutoML_20190416_023844_model_9 heat_fuel_cogeneration 1.8088599051682447e+19 0.05702193451408803 0.013827665982246114 -3698 GBM_grid_1_AutoML_20190416_023844_model_9 total_household_count_of_area_type 1.7223114075832058e+19 0.05429360671629334 0.01316605381844516 -3699 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_stairway 1.1503910885466833e+19 0.03626456926226031 0.00879406065440789 -3700 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_district 1.123518474608024e+19 0.03541744537618463 0.00858863538706024 -3701 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_corridor 1.964601878952018e+18 0.006193149583767054 0.001501822141815614 -3702 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_central 6.82373202713772e+17 0.0021510919650626083 0.0005216340245810211 -3703 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_mixed 0.0 0.0 0.0 -3704 GBM_grid_1_AutoML_20190416_023844_model_38 exclusive_use_area 6.824619767328429e+20 1.0 0.2428949248649172 -3705 GBM_grid_1_AutoML_20190416_023844_model_38 city 6.283524938473815e+20 0.9207142892494902 0.22363682810931057 -3706 GBM_grid_1_AutoML_20190416_023844_model_38 supply_area 6.110518455100936e+20 0.8953639416446149 0.21747935733252483 -3707 GBM_grid_1_AutoML_20190416_023844_model_38 apartment_building_count_in_sites 1.472650074144574e+20 0.21578492639173932 0.052413063482903206 -3708 GBM_grid_1_AutoML_20190416_023844_model_38 total_parking_capacity_in_site 1.4346481375388683e+20 0.21021656684918535 0.05106053721019372 -3709 GBM_grid_1_AutoML_20190416_023844_model_38 heat_fuel_cogeneration 1.0226391403786456e+20 0.14984558484479038 0.036396732072214937 -3710 GBM_grid_1_AutoML_20190416_023844_model_38 heat_fuel_gas 9.183483514217667e+19 0.13456403180411386 0.03268492039458056 -3711 GBM_grid_1_AutoML_20190416_023844_model_38 total_household_count_in_sites 8.029276020810973e+19 0.11765162447950006 0.02857698248818362 -3712 GBM_grid_1_AutoML_20190416_023844_model_38 room_count 7.09683650428949e+19 0.10398874583847509 0.02525833860723338 -3713 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_individual 5.432535660041234e+19 0.0796020268564773 0.019334928332399175 -3714 GBM_grid_1_AutoML_20190416_023844_model_38 floor 5.154295006734844e+19 0.07552501358991534 0.018344642501344335 -3715 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_district 4.156388368872322e+19 0.060902856284686245 0.014792994701327717 -3716 GBM_grid_1_AutoML_20190416_023844_model_38 total_household_count_of_area_type 3.502174992103742e+19 0.05131677824557699 0.01246458499626904 -3717 GBM_grid_1_AutoML_20190416_023844_model_38 bathroom_count 3.499764862615657e+19 0.051281463025531715 0.012456007108549556 -3718 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_corridor 2.0123481713881907e+19 0.029486597641995023 0.007162144918774426 -3719 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_stairway 1.2969290504943436e+19 0.01900368217879544 0.004615897954975285 -3720 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_central 1.2000649897930916e+18 0.001758434946864256 0.0004271149242984381 -3721 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_mixed 0.0 0.0 0.0 -3722 GBM_grid_1_AutoML_20190416_023844_model_11 supply_area 4.090721224375958e+20 1.0 0.25132919858321306 -3723 GBM_grid_1_AutoML_20190416_023844_model_11 city 3.9035892711405755e+20 0.9542545328876744 0.23983202699505754 -3724 GBM_grid_1_AutoML_20190416_023844_model_11 exclusive_use_area 2.186507646634421e+20 0.5345041929538902 0.1343365104544683 -3725 GBM_grid_1_AutoML_20190416_023844_model_11 total_parking_capacity_in_site 8.977601281330564e+19 0.21946255412943966 0.055157347848377086 -3726 GBM_grid_1_AutoML_20190416_023844_model_11 apartment_building_count_in_sites 8.35713983290215e+19 0.20429502218589915 0.05134530420052177 -3727 GBM_grid_1_AutoML_20190416_023844_model_11 room_count 6.6523703636819706e+19 0.1626209658101743 0.040871397009899196 -3728 GBM_grid_1_AutoML_20190416_023844_model_11 heat_fuel_cogeneration 6.125341894944752e+19 0.14973745603696512 0.037633394823659544 -3729 GBM_grid_1_AutoML_20190416_023844_model_11 bathroom_count 5.865472761524545e+19 0.1433848077100225 0.036036788810768064 -3730 GBM_grid_1_AutoML_20190416_023844_model_11 total_household_count_in_sites 4.697870137858982e+19 0.11484209947784071 0.02886317282537934 -3731 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_district 4.489588330795421e+19 0.1097505325966159 0.027583513401588274 -3732 GBM_grid_1_AutoML_20190416_023844_model_11 floor 3.930770781875942e+19 0.09608992073214628 0.024150202769534796 -3733 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_corridor 3.8356964512268026e+19 0.09376577480690927 0.023566077036754535 -3734 GBM_grid_1_AutoML_20190416_023844_model_11 heat_fuel_gas 2.886738531716589e+19 0.07056796035170944 0.01773578892084709 -3735 GBM_grid_1_AutoML_20190416_023844_model_11 total_household_count_of_area_type 2.453269926312411e+19 0.05997157449140668 0.015072607754698705 -3736 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_individual 1.97975270937812e+19 0.04839617761242414 0.012163372533821397 -3737 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_stairway 4.3995905003073044e+18 0.010755048459647759 0.0027030577100868912 -3738 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_central 2.6371560992323666e+18 0.006446677626228774 0.001620238321324408 -3739 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_mixed 0.0 0.0 0.0 -3740 DeepLearning_grid_1_AutoML_20190416_023844_model_3 city 1.0 1.0 0.10943873663727716 -3741 DeepLearning_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 0.5884228944778442 0.5884228944778442 0.06439625818010512 -3742 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 0.5470691919326782 0.5470691919326782 0.0598705612182884 -3743 DeepLearning_grid_1_AutoML_20190416_023844_model_3 supply_area 0.5331135392189026 0.5331135392189026 0.05834327221634421 -3744 DeepLearning_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 0.4988623857498169 0.4988623857498169 0.054594869252317976 -3745 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 0.49872782826423645 0.49872782826423645 0.05458014345109096 -3746 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 0.49595704674720764 0.49595704674720764 0.05427691262236941 -3747 DeepLearning_grid_1_AutoML_20190416_023844_model_3 floor 0.47773030400276184 0.47773030400276184 0.052282200923404604 -3748 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 0.47536876797676086 0.47536876797676086 0.05202375740419564 -3749 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 0.47154438495635986 0.47154438495635986 0.0516052217580259 -3750 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 0.47082388401031494 0.47082388401031494 0.051526371044744786 -3751 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_district 0.46484076976776123 0.46484076976776123 0.050871586580883206 -3752 DeepLearning_grid_1_AutoML_20190416_023844_model_3 bathroom_count 0.4558321237564087 0.4558321237564087 0.049885691742588334 -3753 DeepLearning_grid_1_AutoML_20190416_023844_model_3 room_count 0.44632330536842346 0.44632330536842346 0.04884505867129392 -3754 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 0.43936020135879517 0.43936020135879517 0.04808302536540624 -3755 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_central 0.43482139706611633 0.43482139706611633 0.04758630435777162 -3756 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 0.4233592748641968 0.4233592748641968 0.04633190418481146 -3757 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 0.41537508368492126 0.41537508368492126 0.045458124389081055 -3758 DeepLearning_1_AutoML_20190416_021340 city 1.0 1.0 0.07917597694267801 -3759 DeepLearning_1_AutoML_20190416_021340 heat_type_central 0.9536337852478027 0.9536337852478027 0.07550488659253878 -3760 DeepLearning_1_AutoML_20190416_021340 front_door_structure_stairway 0.9485752582550049 0.9485752582550049 0.0751043727759931 -3761 DeepLearning_1_AutoML_20190416_021340 front_door_structure_corridor 0.8994131684303284 0.8994131684303284 0.07121191628558066 -3762 DeepLearning_1_AutoML_20190416_021340 total_household_count_of_area_type 0.8682571649551392 0.8682571649551392 0.06874510927280307 -3763 DeepLearning_1_AutoML_20190416_021340 supply_area 0.8248660564422607 0.8248660564422607 0.06530957586567017 -3764 DeepLearning_1_AutoML_20190416_021340 floor 0.816993236541748 0.816993236541748 0.06468623765875332 -3765 DeepLearning_1_AutoML_20190416_021340 front_door_structure_mixed 0.753852903842926 0.753852903842926 0.05968704013283837 -3766 DeepLearning_1_AutoML_20190416_021340 exclusive_use_area 0.7090346217155457 0.7090346217155457 0.056138508860510465 -3767 DeepLearning_1_AutoML_20190416_021340 room_count 0.6656375527381897 0.6656375527381897 0.052702503527779526 -3768 DeepLearning_1_AutoML_20190416_021340 apartment_building_count_in_sites 0.6462345719337463 0.6462345719337463 0.051166253566987695 -3769 DeepLearning_1_AutoML_20190416_021340 total_parking_capacity_in_site 0.590965211391449 0.590965211391449 0.0467902479510542 -3770 DeepLearning_1_AutoML_20190416_021340 heat_type_individual 0.5707792043685913 0.5707792043685913 0.045192001124447684 -3771 DeepLearning_1_AutoML_20190416_021340 heat_fuel_gas 0.5197930335998535 0.5197930335998535 0.04115512124326666 -3772 DeepLearning_1_AutoML_20190416_021340 total_household_count_in_sites 0.49679240584373474 0.49679240584373474 0.03933402407038108 -3773 DeepLearning_1_AutoML_20190416_021340 bathroom_count 0.49193498492240906 0.49193498492240906 0.038949433023513315 -3774 DeepLearning_1_AutoML_20190416_021340 heat_fuel_cogeneration 0.4918498992919922 0.4918498992919922 0.03894269628560127 -3775 DeepLearning_1_AutoML_20190416_021340 heat_type_district 0.38148054480552673 0.38148054480552673 0.03020409481960263 -3776 GBM_grid_1_AutoML_20190416_022142_model_9 city 9.911826404735556e+19 1.0 0.23742786730368545 -3777 GBM_grid_1_AutoML_20190416_022142_model_9 supply_area 7.340296526176767e+19 0.7405594313748076 0.1758294464029506 -3778 GBM_grid_1_AutoML_20190416_022142_model_9 room_count 5.195400468841575e+19 0.5241617696572428 0.12445061109184478 -3779 GBM_grid_1_AutoML_20190416_022142_model_9 bathroom_count 4.594704721043364e+19 0.463557828136312 0.11006154650633292 -3780 GBM_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.3288296192063046e+19 0.23495464146685052 0.05578477943657638 -3781 GBM_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.308472161418032e+19 0.23290078610689924 0.05529713693871291 -3782 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_district 1.67945651252552e+19 0.16943966166751356 0.040229697506375776 -3783 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.6312942748405596e+19 0.1645805937502274 0.039076019373690755 -3784 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.5809333437535355e+19 0.1594997005797252 0.03786967374422056 -3785 GBM_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 1.4974417083960394e+19 0.15107626458032086 0.0358697152995129 -3786 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 1.310534297425281e+19 0.13221925444529067 0.03139253559942869 -3787 GBM_grid_1_AutoML_20190416_022142_model_9 floor 1.0087998294123872e+19 0.10177739078747532 0.02416478883440403 -3788 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 4.412864629311537e+18 0.04452120577094864 0.010570574935984869 -3789 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 3.307285621495562e+18 0.033367065628948527 0.007922271230463355 -3790 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 2.4951525232376545e+18 0.025173488934850087 0.005976887790394381 -3791 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 2.1149662788032922e+18 0.021337805894106745 0.005066189746377774 -3792 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_central 7.022231671663493e+17 0.007084700018866849 0.0016821052159659363 -3793 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 5.544598682290094e+17 0.005593922306428875 0.0013281530430779209 -3794 DeepLearning_grid_1_AutoML_20190416_015849_model_3 city 1.0 1.0 0.10588649944601221 -3795 DeepLearning_grid_1_AutoML_20190416_015849_model_3 supply_area 0.6622630953788757 0.6622630953788757 0.07012472088194965 -3796 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 0.6041501760482788 0.6041501760482788 0.06397134728144425 -3797 DeepLearning_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 0.6031635403633118 0.6031635403633118 0.06386687588253458 -3798 DeepLearning_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 0.5966374278068542 0.5966374278068542 0.06317584866894062 -3799 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 0.571448028087616 0.571448028087616 0.06050863130952412 -3800 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 0.5541250109672546 0.5541250109672546 0.05867435766680572 -3801 DeepLearning_grid_1_AutoML_20190416_015849_model_3 room_count 0.5160220861434937 0.5160220861434937 0.054639772338563104 -3802 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 0.49915698170661926 0.49915698170661926 0.05285398546695107 -3803 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_district 0.4731612205505371 0.4731612205505371 0.05010138531769891 -3804 DeepLearning_grid_1_AutoML_20190416_015849_model_3 bathroom_count 0.46317997574806213 0.46317997574806213 0.04904450624545113 -3805 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 0.462480366230011 0.462480366230011 0.04897042704260558 -3806 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 0.4621308445930481 0.4621308445930481 0.04893341741998694 -3807 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 0.4467972218990326 0.4467972218990326 0.04730979378909171 -3808 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_central 0.41894832253456116 0.41894832253456116 0.04436097132196355 -3809 DeepLearning_grid_1_AutoML_20190416_015849_model_3 floor 0.3929085433483124 0.3929085433483124 0.041603710257584546 -3810 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 0.3895597457885742 0.3895597457885742 0.04124911780663052 -3811 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 0.32794201374053955 0.32794201374053955 0.03472463185626177 -3812 GBM_grid_1_AutoML_20190416_022142_model_33 exclusive_use_area 2.836111079010992e+20 1.0 0.18629248248108676 -3813 GBM_grid_1_AutoML_20190416_022142_model_33 city 2.7316242251406482e+20 0.9631584056620305 0.17942917041330525 -3814 GBM_grid_1_AutoML_20190416_022142_model_33 supply_area 2.094410089785857e+20 0.7384795698891382 0.13757319233621276 -3815 GBM_grid_1_AutoML_20190416_022142_model_33 apartment_building_count_in_sites 1.2795030886178148e+20 0.451147029496462 0.08404530008886398 -3816 GBM_grid_1_AutoML_20190416_022142_model_33 total_parking_capacity_in_site 1.106753539122114e+20 0.3902363159584218 0.07269809205416812 -3817 GBM_grid_1_AutoML_20190416_022142_model_33 room_count 8.140466553095402e+19 0.2870291863157258 0.053471379663282935 -3818 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_cogeneration 7.388967068087248e+19 0.26053165275402146 0.04853508835644711 -3819 GBM_grid_1_AutoML_20190416_022142_model_33 bathroom_count 7.122421260258535e+19 0.2511333675528063 0.04678425847524748 -3820 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_in_sites 6.548460797396674e+19 0.23089577999463448 0.0430141480496073 -3821 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_of_area_type 3.971571899164105e+19 0.140035837402711 0.02608762378606885 -3822 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_individual 3.873859620217605e+19 0.13659054643122429 0.025445791978120916 -3823 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_gas 3.828268150669548e+19 0.13498301173748598 0.025146320349349934 -3824 GBM_grid_1_AutoML_20190416_022142_model_33 floor 3.4830527256781128e+19 0.12281087124742385 0.022878742080347708 -3825 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_district 2.9552315090572673e+19 0.10420013274260805 0.019411701403479226 -3826 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_corridor 1.9350448073741435e+19 0.06822880886770245 0.012710514180691876 -3827 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_stairway 1.741563636283238e+19 0.061406749868575514 0.01143961587411208 -3828 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_mixed 4.2164767343058616e+18 0.014867107164844299 0.002769630301051196 -3829 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_central 3.451194926019117e+18 0.01216875795719051 0.002266948128556498 -3830 GBM_grid_1_AutoML_20190416_021340_model_16 exclusive_use_area 1.4002208451764578e+20 1.0 0.3222670832494813 -3831 GBM_grid_1_AutoML_20190416_021340_model_16 city 7.2501937473037795e+19 0.5177893024717897 0.1668664482453671 -3832 GBM_grid_1_AutoML_20190416_021340_model_16 apartment_building_count_in_sites 5.840061288588037e+19 0.41708144173871836 0.1344116197066252 -3833 GBM_grid_1_AutoML_20190416_021340_model_16 supply_area 2.8369508859922874e+19 0.20260738838199277 0.06529369209865965 -3834 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_of_area_type 2.765691537396125e+19 0.1975182377068232 0.06365362635435563 -3835 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_in_sites 2.3945300569147572e+19 0.17101088483031368 0.05511117905817816 -3836 GBM_grid_1_AutoML_20190416_021340_model_16 bathroom_count 2.3058289354648584e+19 0.16467608973313597 0.05306968311922758 -3837 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_gas 1.7899563316053803e+19 0.12783385833538333 0.041196644666271376 -3838 GBM_grid_1_AutoML_20190416_021340_model_16 total_parking_capacity_in_site 1.6668209248991183e+19 0.11903985936511774 0.03836262826802494 -3839 GBM_grid_1_AutoML_20190416_021340_model_16 floor 1.2103352530302403e+19 0.08643888263766793 0.02785640658698547 -3840 GBM_grid_1_AutoML_20190416_021340_model_16 room_count 5.340218024945254e+18 0.03813839826297025 0.012290750368014504 -3841 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_individual 3.374144724557365e+18 0.0240972324914371 0.007765744829400064 -3842 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_district 1.4072911832306156e+18 0.010050494449347145 0.0032389435314062057 -3843 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_cogeneration 1.23718175356774e+18 0.008835618737070212 0.0028474290791000827 -3844 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_central 9.237517391385068e+17 0.006597186024766645 0.0021260558978557866 -3845 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_corridor 6.286921588277248e+17 0.004489950003197503 0.0014469630914664587 -3846 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_stairway 5.7345441263517696e+17 0.00409545690317808 0.001319830950761153 -3847 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_mixed 3.802971576698143e+17 0.0027159798326091104 0.0008752708988193523 -3848 GBM_grid_1_AutoML_20190416_022142_model_1 supply_area 4.740829552492004e+20 1.0 0.2835997702157541 -3849 GBM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 3.5226639075022314e+20 0.7430479979290866 0.21072824147196512 -3850 GBM_grid_1_AutoML_20190416_022142_model_1 city 3.406374280092828e+20 0.7185186141742381 0.203771713875556 -3851 GBM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 8.511279048586114e+19 0.179531429138012 0.050915072050046147 -3852 GBM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 6.146869013202652e+19 0.1296580892677647 0.0367710043229518 -3853 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 6.062647302124313e+19 0.12788157083052057 0.03626718410236531 -3854 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 5.571186715131694e+19 0.11751501827782894 0.03332723218049243 -3855 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 5.246874765402885e+19 0.1106741912424352 0.031387175205169045 -3856 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 5.093699601514155e+19 0.10744321315742444 0.03047087056268786 -3857 GBM_grid_1_AutoML_20190416_022142_model_1 floor 3.436244316660433e+19 0.07248192069791205 0.020555856054724368 -3858 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 2.6060558630849085e+19 0.054970461060238764 0.015589610125337772 -3859 GBM_grid_1_AutoML_20190416_022142_model_1 room_count 2.558089008616204e+19 0.053958679178236886 0.015302669016093576 -3860 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 2.118918995617356e+19 0.04469511025773015 0.012675522998860066 -3861 GBM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.5464996082529862e+19 0.03262086500114886 0.009251269818564951 -3862 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 9.91659102842336e+18 0.02091741733935727 0.005932174750948752 -3863 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 5.031426781354131e+18 0.01061296704647265 0.003009835015687014 -3864 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 7.43552297425961e+17 0.001568401245379334 0.0004447982327956817 -3865 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0 0.0 0.0 -3866 DeepLearning_grid_1_AutoML_20190416_021340_model_2 city 1.0 1.0 0.09779695506860485 -3867 DeepLearning_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 0.6388648748397827 0.6388648748397827 0.06247903945961609 -3868 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 0.6313660144805908 0.6313660144805908 0.06174567375000246 -3869 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 0.6248090863227844 0.6248090863227844 0.061104426141565395 -3870 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 0.6158559322357178 0.6158559322357178 0.06022883493359024 -3871 DeepLearning_grid_1_AutoML_20190416_021340_model_2 supply_area 0.5926145315170288 0.5926145315170288 0.057955896711773175 -3872 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 0.5540794730186462 0.5540794730186462 0.0541872853272408 -3873 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_district 0.5533953309059143 0.5533953309059143 0.05412037831178141 -3874 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 0.5470019578933716 0.5470019578933716 0.05349512589853694 -3875 DeepLearning_grid_1_AutoML_20190416_021340_model_2 room_count 0.5402866005897522 0.5402866005897522 0.052838384402045246 -3876 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_central 0.5360711216926575 0.5360711216926575 0.05242612340175342 -3877 DeepLearning_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 0.5242023468017578 0.5242023468017578 0.051265393357028725 -3878 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 0.5206319689750671 0.5206319689750671 0.05091622127713391 -3879 DeepLearning_grid_1_AutoML_20190416_021340_model_2 floor 0.4796963334083557 0.4796963334083557 0.04691284076491145 -3880 DeepLearning_grid_1_AutoML_20190416_021340_model_2 bathroom_count 0.4788256883621216 0.4788256883621216 0.04682769433044419 -3881 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 0.4677640497684479 0.4677640497684479 0.04574589975791354 -3882 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 0.46310484409332275 0.46310484409332275 0.04529024362984794 -3883 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 0.4566970765590668 0.4566970765590668 0.04466358347621024 -3884 GBM_grid_1_AutoML_20190416_022142_model_29 supply_area 1.3104308553713399e+20 1.0 0.35416761280155173 -3885 GBM_grid_1_AutoML_20190416_022142_model_29 exclusive_use_area 4.9797378601230795e+19 0.38000767760554294 0.13458641202381683 -3886 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_in_sites 4.649200915362454e+19 0.35478414571099204 0.12565305394629994 -3887 GBM_grid_1_AutoML_20190416_022142_model_29 city 3.4976826074949747e+19 0.26691088607676505 0.0945311913525548 -3888 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_gas 3.4539053321327477e+19 0.26357020807129933 0.09334803139822036 -3889 GBM_grid_1_AutoML_20190416_022142_model_29 apartment_building_count_in_sites 1.8687572304564584e+19 0.14260632087504566 0.05050654023472702 -3890 GBM_grid_1_AutoML_20190416_022142_model_29 total_parking_capacity_in_site 1.649005428043101e+19 0.1258368895454479 0.044567350772683825 -3891 GBM_grid_1_AutoML_20190416_022142_model_29 floor 1.1355618652717056e+19 0.08665561106235695 0.0306906109058147 -3892 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_of_area_type 7.248772298671391e+18 0.05531594642295941 0.01959111669447807 -3893 GBM_grid_1_AutoML_20190416_022142_model_29 room_count 3.664808869697159e+18 0.02796644214134178 0.009904808051751734 -3894 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_stairway 3.4811654139690353e+18 0.02656504461643319 0.009408478435768856 -3895 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_individual 3.083256828801319e+18 0.023528573187691075 0.008333058598511144 -3896 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_central 2.484291272500576e+18 0.01895782034067411 0.006714245973977251 -3897 GBM_grid_1_AutoML_20190416_022142_model_29 bathroom_count 1.9547585011043533e+18 0.01491691448726174 0.005283087994318374 -3898 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_cogeneration 1.543549810970198e+18 0.011778948920832597 0.004171722220602695 -3899 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_mixed 1.4927850842378732e+18 0.011391559334237892 0.004034521375494269 -3900 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_corridor 8.435676546596864e+17 0.0064373305253152225 0.0022798939849654515 -3901 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_district 8.244641211634156e+17 0.0062915499721638134 0.0022282632344629272 -3902 GBM_grid_1_AutoML_20190416_015849_model_5 supply_area 4.3020933803931976e+21 1.0 0.3216625664438349 -3903 GBM_grid_1_AutoML_20190416_015849_model_5 city 3.263800026776975e+21 0.7586539245409578 0.24403056841053195 -3904 GBM_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 2.6559255411727354e+21 0.6173565532717452 0.19858049333630964 -3905 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 8.746523167746928e+20 0.20330853829461795 0.0653967462077915 -3906 GBM_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 7.308864391449349e+20 0.16989088207056402 0.05464753714222452 -3907 GBM_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.293945433832733e+20 0.076566107301271 0.024628450577140876 -3908 GBM_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 2.5499873671380992e+20 0.059273175676745504 0.01906596180945825 -3909 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 2.490584712131222e+20 0.05789239079472493 0.018621815000600662 -3910 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 2.1792496384380764e+20 0.05065556336759245 0.016293998517478096 -3911 GBM_grid_1_AutoML_20190416_015849_model_5 floor 1.8856012208284054e+20 0.04382985337840499 0.014098423124554737 -3912 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_district 1.7203664374843677e+20 0.039989053824934215 0.012862981682988993 -3913 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 5.385988055181663e+19 0.012519458735434051 0.004027041227327405 -3914 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 2.9869680325837193e+19 0.006943057178156184 0.0022333215908920084 -3915 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 2.0449931114215113e+19 0.004753483782433857 0.001529017793006822 -3916 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_central 1.922962274096513e+19 0.0044698292297894295 0.0014377767416197378 -3917 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.928612104849064e+18 0.0016105210864148678 0.0005180443459681196 -3918 GBM_grid_1_AutoML_20190416_015849_model_5 room_count 4.885136759278535e+18 0.0011355255052209138 0.0003652560482717914 -3919 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.0 0.0 0.0 -3920 DeepLearning_1_AutoML_20190416_020809 city 1.0 1.0 0.07558075189856184 -3921 DeepLearning_1_AutoML_20190416_020809 front_door_structure_mixed 0.917976975440979 0.917976975440979 0.06938139002939683 -3922 DeepLearning_1_AutoML_20190416_020809 supply_area 0.8936480283737183 0.8936480283737183 0.06754258991715295 -3923 DeepLearning_1_AutoML_20190416_020809 heat_type_individual 0.8894039392471313 0.8894039392471313 0.067221818469841 -3924 DeepLearning_1_AutoML_20190416_020809 total_household_count_in_sites 0.867792546749115 0.867792546749115 0.06558841317526598 -3925 DeepLearning_1_AutoML_20190416_020809 heat_fuel_cogeneration 0.8673058152198792 0.8673058152198792 0.0655516256403136 -3926 DeepLearning_1_AutoML_20190416_020809 apartment_building_count_in_sites 0.8541399240493774 0.8541399240493774 0.06455653768623244 -3927 DeepLearning_1_AutoML_20190416_020809 heat_type_district 0.8024343252182007 0.8024343252182007 0.060648589649206705 -3928 DeepLearning_1_AutoML_20190416_020809 front_door_structure_corridor 0.8009785413742065 0.8009785413742065 0.06053856041167585 -3929 DeepLearning_1_AutoML_20190416_020809 total_parking_capacity_in_site 0.7319377064704895 0.7319377064704895 0.05532040219794845 -3930 DeepLearning_1_AutoML_20190416_020809 room_count 0.6987099051475525 0.6987099051475525 0.05280901999002484 -3931 DeepLearning_1_AutoML_20190416_020809 exclusive_use_area 0.6873521208763123 0.6873521208763123 0.05195059011490284 -3932 DeepLearning_1_AutoML_20190416_020809 bathroom_count 0.6764413118362427 0.6764413118362427 0.05112594296383276 -3933 DeepLearning_1_AutoML_20190416_020809 heat_fuel_gas 0.6638084053993225 0.6638084053993225 0.05017113839666615 -3934 DeepLearning_1_AutoML_20190416_020809 total_household_count_of_area_type 0.6400241851806641 0.6400241851806641 0.048373509149218966 -3935 DeepLearning_1_AutoML_20190416_020809 front_door_structure_stairway 0.5167799592018127 0.5167799592018127 0.039058617882581116 -3936 DeepLearning_1_AutoML_20190416_020809 heat_type_central 0.4085588753223419 0.4085588753223419 0.030879186991693383 -3937 DeepLearning_1_AutoML_20190416_020809 floor 0.31358930468559265 0.31358930468559265 0.02370131543548429 -3938 GBM_grid_1_AutoML_20190416_023844_model_20 supply_area 1.6735337512499465e+20 1.0 0.30631722518800714 -3939 GBM_grid_1_AutoML_20190416_023844_model_20 exclusive_use_area 9.416132258171349e+19 0.5626496777336297 0.1723492880362919 -3940 GBM_grid_1_AutoML_20190416_023844_model_20 city 8.829923675580714e+19 0.5276214877044295 0.16161955006318907 -3941 GBM_grid_1_AutoML_20190416_023844_model_20 total_parking_capacity_in_site 3.8078101975184966e+19 0.22753112655627525 0.06969670333061952 -3942 GBM_grid_1_AutoML_20190416_023844_model_20 total_household_count_of_area_type 3.3656365386548904e+19 0.20110957046077668 0.06160332558229712 -3943 GBM_grid_1_AutoML_20190416_023844_model_20 floor 2.9030126232216273e+19 0.1734660338372856 0.05313563414940628 -3944 GBM_grid_1_AutoML_20190416_023844_model_20 total_household_count_in_sites 2.6864231262009164e+19 0.16052398848809904 0.0491712627297861 -3945 GBM_grid_1_AutoML_20190416_023844_model_20 heat_fuel_cogeneration 2.32057954365845e+19 0.1386634444584838 0.04247500154153411 -3946 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_individual 8.400264987917943e+18 0.05019477486871038 0.01537552415672008 -3947 GBM_grid_1_AutoML_20190416_023844_model_20 bathroom_count 6.851244419404792e+18 0.04093878844264517 0.012540256078309922 -3948 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_district 6.777080161088045e+18 0.040495628821506036 0.012404508652847217 -3949 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_stairway 5.649286895222391e+18 0.03375663556831759 0.01034023893896983 -3950 GBM_grid_1_AutoML_20190416_023844_model_20 apartment_building_count_in_sites 5.430829327946088e+18 0.03245126860387401 0.00994038255256938 -3951 GBM_grid_1_AutoML_20190416_023844_model_20 heat_fuel_gas 3.235145564085551e+18 0.019331223894763112 0.005921486862931936 -3952 GBM_grid_1_AutoML_20190416_023844_model_20 room_count 3.0853700901499044e+18 0.018436258532852835 0.0056473435566322 -3953 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_corridor 2.584371569639817e+18 0.015442602025262857 0.004730335002061218 -3954 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_central 2.006259900627288e+18 0.011988165157283692 0.0036721814860746892 -3955 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_mixed 1.6716651807165645e+18 0.0099888345811252 0.003059752091752281 -3956 GBM_grid_1_AutoML_20190416_023844_model_45 supply_area 5.36379876704105e+20 1.0 0.36985073451057054 -3957 GBM_grid_1_AutoML_20190416_023844_model_45 exclusive_use_area 2.6815964460768402e+20 0.4999435218476975 0.18490447876917238 -3958 GBM_grid_1_AutoML_20190416_023844_model_45 city 2.466288143985279e+20 0.45980251144764916 0.17005829658871807 -3959 GBM_grid_1_AutoML_20190416_023844_model_45 heat_fuel_cogeneration 8.911698313580275e+19 0.16614527689480102 0.06144895269500428 -3960 GBM_grid_1_AutoML_20190416_023844_model_45 apartment_building_count_in_sites 8.844497042499908e+19 0.16489240977582373 0.060985578870806384 -3961 GBM_grid_1_AutoML_20190416_023844_model_45 total_parking_capacity_in_site 5.220240635536291e+19 0.0973235735019203 0.03599519514487872 -3962 GBM_grid_1_AutoML_20190416_023844_model_45 total_household_count_in_sites 3.712097270515945e+19 0.06920649770318901 0.025596074008428567 -3963 GBM_grid_1_AutoML_20190416_023844_model_45 floor 3.3605902200880497e+19 0.06265317484947194 0.023172322737496403 -3964 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_district 2.845272649698273e+19 0.05304585002669429 0.01961904659511045 -3965 GBM_grid_1_AutoML_20190416_023844_model_45 total_household_count_of_area_type 2.3975392003376546e+19 0.04469852998717664 0.01653178414730004 -3966 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_individual 2.3722291023732277e+19 0.04422666109231895 0.016357263089944236 -3967 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_stairway 7.152086193927094e+18 0.013333994253987564 0.004931587568797027 -3968 GBM_grid_1_AutoML_20190416_023844_model_45 bathroom_count 6.36095184361436e+18 0.011859042667112194 0.00438607564102364 -3969 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_corridor 5.721125686446391e+18 0.010666182560018861 0.003944895454246813 -3970 GBM_grid_1_AutoML_20190416_023844_model_45 room_count 2.8854753028074373e+18 0.005379536832249982 0.0019896256487343237 -3971 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_central 3.307877639787643e+17 0.0006167042768482606 0.00022808852976813945 -3972 GBM_grid_1_AutoML_20190416_023844_model_45 heat_fuel_gas 0.0 0.0 0.0 -3973 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_mixed 0.0 0.0 0.0 -3974 DeepLearning_grid_1_AutoML_20190416_021340_model_6 city 1.0 1.0 0.09140162674495823 -3975 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.6922146677970886 0.6922146677970886 0.06326954669337476 -3976 DeepLearning_grid_1_AutoML_20190416_021340_model_6 supply_area 0.6662620902061462 0.6662620902061462 0.06089743888333787 -3977 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_district 0.6578097939491272 0.6578097939491272 0.06012488525571601 -3978 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 0.6386852860450745 0.6386852860450745 0.058376874122588775 -3979 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 0.6231026649475098 0.6231026649475098 0.05695259720532106 -3980 DeepLearning_grid_1_AutoML_20190416_021340_model_6 bathroom_count 0.596828043460846 0.596828043460846 0.05455105405933195 -3981 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 0.5961317420005798 0.5961317420005798 0.05448741097315874 -3982 DeepLearning_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 0.5918883085250854 0.5918883085250854 0.05409955425051454 -3983 DeepLearning_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 0.5912916660308838 0.5912916660308838 0.05404502015595934 -3984 DeepLearning_grid_1_AutoML_20190416_021340_model_6 floor 0.5746373534202576 0.5746373534202576 0.05252278889102903 -3985 DeepLearning_grid_1_AutoML_20190416_021340_model_6 room_count 0.5734550952911377 0.5734550952911377 0.052414728574795025 -3986 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 0.5524595379829407 0.5524595379829407 0.05049570048240882 -3987 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 0.5348172783851624 0.5348172783851624 0.04888316925571503 -3988 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 0.531967043876648 0.531967043876648 0.04862265318503219 -3989 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_central 0.5157274603843689 0.5157274603843689 0.04713832883617732 -3990 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 0.5024674534797668 0.5024674534797668 0.045926342634447316 -3991 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 0.5009788274765015 0.5009788274765015 0.04579027979613401 -3992 DeepLearning_grid_1_AutoML_20190416_023844_model_2 city 1.0 1.0 0.1258457069360956 -3993 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 0.7098351120948792 0.7098351120948792 0.08932970148964271 -3994 DeepLearning_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 0.597440242767334 0.597440242767334 0.07518528970312771 -3995 DeepLearning_grid_1_AutoML_20190416_023844_model_2 bathroom_count 0.472875714302063 0.472875714302063 0.059509378559254276 -3996 DeepLearning_grid_1_AutoML_20190416_023844_model_2 supply_area 0.45665231347084045 0.45665231347084045 0.057467733212741436 -3997 DeepLearning_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 0.4365660846233368 0.4365660846233368 0.054939967543747144 -3998 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 0.43268057703971863 0.43268057703971863 0.054450993095081154 -3999 DeepLearning_grid_1_AutoML_20190416_023844_model_2 room_count 0.40359407663345337 0.40359407663345337 0.05079058188915767 -4000 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 0.40079760551452637 0.40079760551452637 0.05043865800426993 -4001 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 0.39620858430862427 0.39620858430862427 0.04986114938646845 -4002 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_district 0.36701536178588867 0.36701536178588867 0.04618730766035204 -4003 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 0.36144208908081055 0.36144208908081055 0.045485935216833834 -4004 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 0.3591804802417755 0.3591804802417755 0.04520132145367255 -4005 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 0.35538250207901 0.35538250207901 0.04472336220685147 -4006 DeepLearning_grid_1_AutoML_20190416_023844_model_2 floor 0.3540731370449066 0.3540731370449066 0.044558584238497324 -4007 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_central 0.32686647772789 0.32686647772789 0.04113474296337786 -4008 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 0.2591356039047241 0.2591356039047241 0.03261110326570206 -4009 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 0.2564925253391266 0.2564925253391266 0.03227848317512679 -4010 DeepLearning_grid_1_AutoML_20190416_023844_model_1 city 1.0 1.0 0.14845638013143153 -4011 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 0.48178964853286743 0.48178964853286743 0.07152474720598416 -4012 DeepLearning_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 0.47417518496513367 0.47417518496513367 0.07039433150807574 -4013 DeepLearning_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 0.43363261222839355 0.43363261222839355 0.06437552791836404 -4014 DeepLearning_grid_1_AutoML_20190416_023844_model_1 supply_area 0.4141715168952942 0.4141715168952942 0.06148640415181941 -4015 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 0.34990984201431274 0.34990984201431274 0.05194634851780597 -4016 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 0.3422710597515106 0.3422710597515106 0.05081232255445818 -4017 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 0.3322484791278839 0.3322484791278839 0.04932440651549913 -4018 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_district 0.3287505805492401 0.3287505805492401 0.048805121154446796 -4019 DeepLearning_grid_1_AutoML_20190416_023844_model_1 room_count 0.32060471177101135 0.32060471177101135 0.0475958149626053 -4020 DeepLearning_grid_1_AutoML_20190416_023844_model_1 bathroom_count 0.3202188313007355 0.3202188313007355 0.04753852854482473 -4021 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 0.3129171133041382 0.3129171133041382 0.04645454192230937 -4022 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 0.3088076412677765 0.3088076412677765 0.04584446457953977 -4023 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_central 0.3080185651779175 0.3080185651779175 0.04572732119959104 -4024 DeepLearning_grid_1_AutoML_20190416_023844_model_1 floor 0.2927524745464325 0.2927524745464325 0.04346097264568242 -4025 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 0.2687626779079437 0.2687626779079437 0.03989953427664319 -4026 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 0.23014451563358307 0.23014451563358307 0.034166421698063394 -4027 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 0.21680988371372223 0.21680988371372223 0.03218681051285582 -4028 GBM_grid_1_AutoML_20190416_022142_model_11 supply_area 4.326630117063019e+21 1.0 0.34668590170469554 -4029 GBM_grid_1_AutoML_20190416_022142_model_11 city 2.9373855997096257e+21 0.6789084160731463 0.23536797640122537 -4030 GBM_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 2.2088747389993846e+21 0.5105300613260654 0.1769935746581805 -4031 GBM_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 5.564288115296237e+20 0.12860558829265856 0.04458574434150317 -4032 GBM_grid_1_AutoML_20190416_022142_model_11 bathroom_count 5.5267893152114016e+20 0.12773889067649416 0.044285272496937915 -4033 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 3.071106268739278e+20 0.07098148410301343 0.024608279820590724 -4034 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_district 3.009499488742896e+20 0.06955758655851517 0.024114634616441245 -4035 GBM_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 2.7561839723898156e+20 0.06370278710722686 0.0220848581893712 -4036 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 2.5754684171704127e+20 0.059525967034100874 0.020636813556061243 -4037 GBM_grid_1_AutoML_20190416_022142_model_11 room_count 1.7914432671503195e+20 0.04140504777807024 0.014354546324066284 -4038 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 1.7184492410492473e+20 0.039717960503999734 0.013769656951200632 -4039 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 1.4469186873048485e+20 0.03344216279544225 0.01159392636369312 -4040 GBM_grid_1_AutoML_20190416_022142_model_11 floor 1.1315905392233415e+20 0.02615408548007524 0.00906725270792157 -4041 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 8.499642697127035e+19 0.019644948764182133 0.006810626776253027 -4042 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 3.6790782766268547e+19 0.008503334412890067 0.002947986158429361 -4043 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.408881762289792e+19 0.0055675703656520945 0.001930198152520438 -4044 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.3577458148934943e+18 0.0003138113908880088 0.00010879398501521401 -4045 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_central 6.733792663180411e+17 0.00015563596797018114 5.3956795893425366e-05 -4046 GBM_grid_1_AutoML_20190416_022142_model_16 city 5.6677671128280963e+20 1.0 0.23729297173351396 -4047 GBM_grid_1_AutoML_20190416_022142_model_16 supply_area 4.7932574334978517e+20 0.845704726055005 0.20067978765466948 -4048 GBM_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 4.075030401799223e+20 0.7189833881099374 0.17060970479163748 -4049 GBM_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.4789997098145153e+20 0.26094927338616875 0.06192142855350515 -4050 GBM_grid_1_AutoML_20190416_022142_model_16 room_count 1.3725885346737029e+20 0.2421744767118369 0.05746630125696045 -4051 GBM_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 1.0418994175037932e+20 0.18382890418091072 0.043621306963603695 -4052 GBM_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.022657084408411e+20 0.18043385764630096 0.042815686282232576 -4053 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 8.99667472943992e+19 0.1587340225937895 0.03766646793649506 -4054 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_district 7.98331379594203e+19 0.14085465469943284 0.03342381959612639 -4055 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 5.841232488373944e+19 0.10306055933655489 0.02445554639348926 -4056 GBM_grid_1_AutoML_20190416_022142_model_16 floor 5.6226777242697466e+19 0.09920445939889984 0.023540520979981674 -4057 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 5.375513667610817e+19 0.09484358761749738 0.02250571675562386 -4058 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 4.462653374547467e+19 0.07873741608837376 0.018683835450228403 -4059 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 3.0378142881032438e+19 0.05359807888414523 0.012718447417626127 -4060 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.6336604238635336e+19 0.02882370413854869 0.006839662411403804 -4061 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 1.1975788290759459e+19 0.021129640742743563 0.005013915243507153 -4062 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.7791549492764344e+18 0.003139075607481468 0.0007448805793954633 -4063 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 0.0 0.0 0.0 -4064 GBM_grid_1_AutoML_20190416_021340_model_6 supply_area 8.870111370933694e+21 1.0 0.3642780780398368 -4065 GBM_grid_1_AutoML_20190416_021340_model_6 city 5.739973958972425e+21 0.6471140799631492 0.23572947332149324 -4066 GBM_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 3.838601765567666e+21 0.4327568848962043 0.1576438462884962 -4067 GBM_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 9.956891604038095e+20 0.11225215995219237 0.04089100108320498 -4068 GBM_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 7.90052197774538e+20 0.08906902796772605 0.03244589432095972 -4069 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_district 6.907707662016205e+20 0.07787622244126434 0.02836860063590658 -4070 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 6.792183294699734e+20 0.07657382202614632 0.027894164715849105 -4071 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 6.226802101167084e+20 0.07019981870319665 0.025572255035945464 -4072 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 4.4170140542533684e+20 0.049796601976468985 0.018139810460902864 -4073 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 4.260140661014381e+20 0.048028040267615556 0.017495562200706888 -4074 GBM_grid_1_AutoML_20190416_021340_model_6 floor 2.9783198018852146e+20 0.03357702826195414 0.012231375321553937 -4075 GBM_grid_1_AutoML_20190416_021340_model_6 room_count 2.8485895684160173e+20 0.03211447353130772 0.011698598695245987 -4076 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 1.9459037161514546e+20 0.021937759682792157 0.007991444933747347 -4077 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.8535948771484972e+20 0.020897086853075016 0.007612350635469709 -4078 GBM_grid_1_AutoML_20190416_021340_model_6 bathroom_count 1.835242884588823e+20 0.020690189872955785 0.007536982601199629 -4079 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 9.66976496163881e+19 0.010901514713023204 0.003971182827383096 -4080 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_central 1.2159793760691028e+19 0.0013708727266421067 0.0004993788820984172 -4081 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.0 0.0 0.0 -4082 DeepLearning_grid_1_AutoML_20190416_022142_model_5 city 1.0 1.0 0.07562582846674598 -4083 DeepLearning_grid_1_AutoML_20190416_022142_model_5 room_count 0.7684967517852783 0.7684967517852783 0.05811820352776492 -4084 DeepLearning_grid_1_AutoML_20190416_022142_model_5 bathroom_count 0.7611314654350281 0.7611314654350281 0.05756119764563243 -4085 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_district 0.7591797709465027 0.7591797709465027 0.05741359913302372 -4086 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 0.7557488679885864 0.7557488679885864 0.05715413425444229 -4087 DeepLearning_grid_1_AutoML_20190416_022142_model_5 supply_area 0.7386886477470398 0.7386886477470398 0.05586394096485018 -4088 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 0.737084150314331 0.737084150314331 0.05574259951722881 -4089 DeepLearning_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 0.7325300574302673 0.7325300574302673 0.05539819246995698 -4090 DeepLearning_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 0.7313550114631653 0.7313550114631653 0.05530932864520838 -4091 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 0.7272319793701172 0.7272319793701172 0.054997520927376635 -4092 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_central 0.7266594767570496 0.7266594767570496 0.05495422494296402 -4093 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 0.7248222827911377 0.7248222827911377 0.05481528562723783 -4094 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 0.7131882905960083 0.7131882905960083 0.053935455329105514 -4095 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 0.6978984475135803 0.6978984475135803 0.05277914827887035 -4096 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 0.6951311230659485 0.6951311230659485 0.05256986707488191 -4097 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 0.6714439988136292 0.6714439988136292 0.050778508679305515 -4098 DeepLearning_grid_1_AutoML_20190416_022142_model_5 floor 0.6642676591873169 0.6642676591873169 0.05023579204970691 -4099 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 0.6181376576423645 0.6181376576423645 0.046747172465697616 -4100 DeepLearning_grid_1_AutoML_20190416_020809_model_1 city 1.0 1.0 0.117216195630159 -4101 DeepLearning_grid_1_AutoML_20190416_020809_model_1 supply_area 0.700688898563385 0.700688898563385 0.08213208700988638 -4102 DeepLearning_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.6795383095741272 0.6795383095741272 0.07965289543322844 -4103 DeepLearning_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.6287859082221985 0.6287859082221985 0.07370389202766042 -4104 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.5363758206367493 0.5363758206367493 0.06287193312304427 -4105 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.4726800322532654 0.4726800322532654 0.05540575513106862 -4106 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.4637191891670227 0.4637191891670227 0.054355399194860446 -4107 DeepLearning_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.4558580815792084 0.4558580815792084 0.05343395006997747 -4108 DeepLearning_grid_1_AutoML_20190416_020809_model_1 room_count 0.4473789930343628 0.4473789930343628 0.05244006356833941 -4109 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.43798118829727173 0.43798118829727173 0.051338488649782514 -4110 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.42868953943252563 0.42868953943252563 0.05024935691872569 -4111 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.4058772921562195 0.4058772921562195 0.04757539207922262 -4112 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.37632983922958374 0.37632983922958374 0.04411195205660117 -4113 DeepLearning_grid_1_AutoML_20190416_020809_model_1 floor 0.35347601771354675 0.35347601771354675 0.041433114042880644 -4114 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.3185288608074188 0.3185288608074188 0.03733674126225409 -4115 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.297958642244339 0.297958642244339 0.034925578499009 -4116 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.2943436801433563 0.2943436801433563 0.034501846394184604 -4117 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.23303399980068207 0.23303399980068207 0.027315358909115184 -4118 GBM_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 6.58804321599661e+19 1.0 0.2197803299317967 -4119 GBM_grid_1_AutoML_20190416_023844_model_3 city 5.6378910069563064e+19 0.8557762634687622 0.18808278953296473 -4120 GBM_grid_1_AutoML_20190416_023844_model_3 bathroom_count 4.472336113746313e+19 0.6788565234191103 0.14919931069340453 -4121 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_district 3.369003463161466e+19 0.5113815062689776 0.11239159616881507 -4122 GBM_grid_1_AutoML_20190416_023844_model_3 supply_area 2.25338882788971e+19 0.342042204947623 0.0751741486539878 -4123 GBM_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 2.1526669657156616e+19 0.32675361941899705 0.0718140182823159 -4124 GBM_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 1.8102679397587747e+19 0.274780823441354 0.060391420034871565 -4125 GBM_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 1.0317828110166262e+19 0.1566144570077084 0.034420777033243345 -4126 GBM_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 1.0015736190923178e+19 0.1520289995457785 0.03341298367937217 -4127 GBM_grid_1_AutoML_20190416_023844_model_3 floor 6.502622817341669e+18 0.09870340257563082 0.02169306638346309 -4128 GBM_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 2.879310615988404e+18 0.04370509605943492 0.009605520431643476 -4129 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 1.8368310686620058e+18 0.027881284448801814 0.006127757895079935 -4130 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 1.2934467872180142e+18 0.01963324685055739 0.004315001470447911 -4131 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 1.168687401837527e+18 0.017739522397178645 0.00389879808528442 -4132 GBM_grid_1_AutoML_20190416_023844_model_3 room_count 1.156904622917419e+18 0.01756067143136382 0.003859490161009017 -4133 GBM_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 7.434414529099858e+17 0.01128470819840427 0.0024801568910293417 -4134 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_central 6.06150040154538e+17 0.009200759926448695 0.0020221460522581477 -4135 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 3.988816529582981e+17 0.006054630181990345 0.0013306886190128523 -4136 DeepLearning_1_AutoML_20190416_023643 city 1.0 1.0 0.09345859479645265 -4137 DeepLearning_1_AutoML_20190416_023643 supply_area 0.8685116767883301 0.8685116767883301 0.0811698808769482 -4138 DeepLearning_1_AutoML_20190416_023643 heat_type_district 0.7772834897041321 0.7772834897041321 0.07264382270623115 -4139 DeepLearning_1_AutoML_20190416_023643 exclusive_use_area 0.7709730863571167 0.7709730863571167 0.07205406127682026 -4140 DeepLearning_1_AutoML_20190416_023643 total_household_count_in_sites 0.7088215351104736 0.7088215351104736 0.06624546463288929 -4141 DeepLearning_1_AutoML_20190416_023643 front_door_structure_stairway 0.6657958030700684 0.6657958030700684 0.0622243401763043 -4142 DeepLearning_1_AutoML_20190416_023643 heat_type_individual 0.6376777291297913 0.6376777291297913 0.05959646449746325 -4143 DeepLearning_1_AutoML_20190416_023643 front_door_structure_corridor 0.626188337802887 0.626188337802887 0.058522682128984226 -4144 DeepLearning_1_AutoML_20190416_023643 front_door_structure_mixed 0.6219073534011841 0.6219073534011841 0.05812258734245554 -4145 DeepLearning_1_AutoML_20190416_023643 room_count 0.5615919828414917 0.5615919828414917 0.05248559756531936 -4146 DeepLearning_1_AutoML_20190416_023643 heat_fuel_gas 0.5610179901123047 0.5610179901123047 0.05243195301142616 -4147 DeepLearning_1_AutoML_20190416_023643 heat_type_central 0.4958316385746002 0.4958316385746002 0.04633972819680472 -4148 DeepLearning_1_AutoML_20190416_023643 apartment_building_count_in_sites 0.47458893060684204 0.47458893060684204 0.04435441456046663 -4149 DeepLearning_1_AutoML_20190416_023643 floor 0.4503808319568634 0.4503808319568634 0.042091959677945726 -4150 DeepLearning_1_AutoML_20190416_023643 bathroom_count 0.40448182821273804 0.40448182821273804 0.037802303285462656 -4151 DeepLearning_1_AutoML_20190416_023643 total_parking_capacity_in_site 0.37633174657821655 0.37633174657821655 0.03517143621249485 -4152 DeepLearning_1_AutoML_20190416_023643 total_household_count_of_area_type 0.37325751781463623 0.37325751781463623 0.03488412311216779 -4153 DeepLearning_1_AutoML_20190416_023643 heat_fuel_cogeneration 0.3252840042114258 0.3252840042114258 0.03040058594336324 -4154 DeepLearning_1_AutoML_20190416_015849 city 1.0 1.0 0.10113582441701437 -4155 DeepLearning_1_AutoML_20190416_015849 exclusive_use_area 0.7808131575584412 0.7808131575584412 0.07896818240532508 -4156 DeepLearning_1_AutoML_20190416_015849 heat_type_individual 0.757499098777771 0.757499098777771 0.07661029585003527 -4157 DeepLearning_1_AutoML_20190416_015849 supply_area 0.6812328100204468 0.6812328100204468 0.06889704186133722 -4158 DeepLearning_1_AutoML_20190416_015849 bathroom_count 0.6282981038093567 0.6282981038093567 0.06354344670840616 -4159 DeepLearning_1_AutoML_20190416_015849 apartment_building_count_in_sites 0.568518877029419 0.568518877029419 0.0574976253250055 -4160 DeepLearning_1_AutoML_20190416_015849 total_household_count_in_sites 0.5374017953872681 0.5374017953872681 0.054350573619675026 -4161 DeepLearning_1_AutoML_20190416_015849 front_door_structure_corridor 0.5108906030654907 0.5108906030654907 0.05166934232793405 -4162 DeepLearning_1_AutoML_20190416_015849 floor 0.5063374042510986 0.5063374042510986 0.05120885081210593 -4163 DeepLearning_1_AutoML_20190416_015849 total_parking_capacity_in_site 0.5059372782707214 0.5059372782707214 0.05116838374120982 -4164 DeepLearning_1_AutoML_20190416_015849 heat_fuel_cogeneration 0.4903944432735443 0.4903944432735443 0.04959644630999269 -4165 DeepLearning_1_AutoML_20190416_015849 heat_type_district 0.48135486245155334 0.48135486245155334 0.0486822208511764 -4166 DeepLearning_1_AutoML_20190416_015849 total_household_count_of_area_type 0.4433438181877136 0.4433438181877136 0.044837942552601345 -4167 DeepLearning_1_AutoML_20190416_015849 heat_type_central 0.4407172203063965 0.4407172203063965 0.044572299410462354 -4168 DeepLearning_1_AutoML_20190416_015849 room_count 0.4216771721839905 0.4216771721839905 0.0426466684466632 -4169 DeepLearning_1_AutoML_20190416_015849 front_door_structure_mixed 0.4205125868320465 0.4205125868320465 0.042528887146990366 -4170 DeepLearning_1_AutoML_20190416_015849 heat_fuel_gas 0.3948497474193573 0.3948497474193573 0.03993345472610659 -4171 DeepLearning_1_AutoML_20190416_015849 front_door_structure_stairway 0.3179141879081726 0.3179141879081726 0.03215251348795865 -4172 GBM_grid_1_AutoML_20190416_020809_model_11 supply_area 6.623709262139338e+20 1.0 0.24497434277084765 -4173 GBM_grid_1_AutoML_20190416_020809_model_11 city 6.435682570321736e+20 0.9716130819792546 0.2380202761854256 -4174 GBM_grid_1_AutoML_20190416_020809_model_11 exclusive_use_area 4.093460679586795e+20 0.618001261466099 0.15139445285921238 -4175 GBM_grid_1_AutoML_20190416_020809_model_11 room_count 1.8274198153767315e+20 0.2758907045969146 0.06758614403521523 -4176 GBM_grid_1_AutoML_20190416_020809_model_11 apartment_building_count_in_sites 1.4728570462133866e+20 0.22236136701109982 0.05447282974117142 -4177 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_cogeneration 1.446871364324389e+20 0.21843823559627007 0.05351176320121984 -4178 GBM_grid_1_AutoML_20190416_020809_model_11 total_parking_capacity_in_site 1.1429969608108199e+20 0.17256146300745884 0.04227313098782817 -4179 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_in_sites 8.928639588741048e+19 0.1347981808286262 0.03302209575519858 -4180 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_gas 5.75739692577928e+19 0.08692103922326665 0.021293424456678818 -4181 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_district 4.9671176656594665e+19 0.07498997116390911 0.01837061890028345 -4182 GBM_grid_1_AutoML_20190416_020809_model_11 floor 4.846136202232018e+19 0.07316348001462256 0.017923175431410206 -4183 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_of_area_type 4.774080367412694e+19 0.07207563282858753 0.017656680781976162 -4184 GBM_grid_1_AutoML_20190416_020809_model_11 bathroom_count 3.4857293767847707e+19 0.05262503589505291 0.012891783581682852 -4185 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_individual 2.804398744740351e+19 0.042338795888432174 0.01037191869647774 -4186 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_corridor 2.262390529586312e+19 0.03415594555935568 0.00836733031512001 -4187 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_stairway 1.9659239317332558e+19 0.029680106024132735 0.0072708644666309935 -4188 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_central 1.6200527305192243e+18 0.002445839130922206 0.0005991678336208885 -4189 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_mixed 0.0 0.0 0.0 -4190 GBM_grid_1_AutoML_20190416_021340_model_5 supply_area 5.009513180361021e+21 1.0 0.18980105693063345 -4191 GBM_grid_1_AutoML_20190416_021340_model_5 city 4.915845063511156e+21 0.9813019522102315 0.1862521476975959 -4192 GBM_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.3114296238957134e+21 0.8606484240420745 0.16335198052886976 -4193 GBM_grid_1_AutoML_20190416_021340_model_5 room_count 1.979770855718025e+21 0.3952022450962687 0.07500980382063106 -4194 GBM_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.552931082772406e+21 0.3099964062097728 0.05883764554331287 -4195 GBM_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2987325794173846e+21 0.25925325129572546 0.04920654110863181 -4196 GBM_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 1.2115517570932581e+21 0.24185019850690265 0.045903423295493635 -4197 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.1655495979619938e+21 0.2326672385115865 0.0441604877826309 -4198 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 9.634628792139739e+20 0.19232664822423723 0.03650380110888637 -4199 GBM_grid_1_AutoML_20190416_021340_model_5 floor 8.952148378795922e+20 0.1787029608763454 0.033918010850964 -4200 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.433803393049349e+20 0.14839372860006364 0.028165286530169645 -4201 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 5.942269602521909e+20 0.11861970192667837 0.02251414479848025 -4202 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_district 5.5368587306595045e+20 0.11052688218020577 0.020978119057050652 -4203 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 4.8620478067436107e+20 0.09705629333014784 0.018421387055831653 -4204 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 2.8579102604260698e+20 0.05704966046661062 0.010828085854096472 -4205 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 1.8640335525816723e+20 0.03720987420273315 0.007062473451934663 -4206 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.4018173360599885e+20 0.02798310505610774 0.005311222915850202 -4207 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_central 9.96191223801331e+19 0.019885988676639002 0.003774381668936692 -4208 XGBoost_grid_1_AutoML_20190416_021340_model_5 supply_area 5.06417006170744e+20 1.0 0.24043082919084116 -4209 XGBoost_grid_1_AutoML_20190416_021340_model_5 city 4.703938034669422e+20 0.9288665225202642 0.22332814821716027 -4210 XGBoost_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.433381120461651e+20 0.8754408059840882 0.21048295889025265 -4211 XGBoost_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.3337058452736836e+20 0.26336118831365035 0.06332014888293623 -4212 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.0324426499346871e+20 0.20387203378920252 0.04901712213276115 -4213 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 9.523684726381792e+19 0.18806012851730294 0.0452154526371513 -4214 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.639207118476044e+19 0.15084815528292905 0.0362685470565834 -4215 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 5.587984174171554e+19 0.11034353321632931 0.02652998718704918 -4216 XGBoost_grid_1_AutoML_20190416_021340_model_5 floor 5.390160042102096e+19 0.10643718470000876 0.02559078057416182 -4217 XGBoost_grid_1_AutoML_20190416_021340_model_5 room_count 4.513046631276347e+19 0.08911720136339032 0.021426522618967096 -4218 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 4.11925522237442e+19 0.08134117085684062 0.019556925156464074 -4219 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_district 2.888579773888463e+19 0.05703954919939135 0.013714066110681444 -4220 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 2.198051727077697e+19 0.04340398723372651 0.010435656640793548 -4221 XGBoost_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2357648679086064e+19 0.02440212024577932 0.005867022004707335 -4222 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 9.54269770135162e+18 0.018843556960119533 0.004530572024826386 -4223 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_central 4.182091157414609e+18 0.00825819651878865 0.0019855250366332734 -4224 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 3.680914790898729e+18 0.007268544985745736 0.001747582297933778 -4225 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.1629949552626237e+18 0.0022965163908229957 0.0005521533400959307 -4226 GBM_grid_1_AutoML_20190416_023844_model_6 supply_area 6.527366007110815e+20 1.0 0.28875807618139715 -4227 GBM_grid_1_AutoML_20190416_023844_model_6 city 5.976292890331809e+20 0.9155749629822083 0.2643796649105964 -4228 GBM_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 2.7474939602494554e+20 0.42091924326847563 0.12154383091393453 -4229 GBM_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 1.9093923654692923e+20 0.29252111240418094 0.08446783366027352 -4230 GBM_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 9.70690118676927e+19 0.14871084563351766 0.042941457692443286 -4231 GBM_grid_1_AutoML_20190416_023844_model_6 room_count 7.4954534498234e+19 0.11483121126742343 0.03315843965116077 -4232 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_district 5.388268002493019e+19 0.08254888720232817 0.02383665785945944 -4233 GBM_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 5.0387811947299996e+19 0.07719470900269461 0.022290595663000873 -4234 GBM_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 4.67963011956348e+19 0.07169247311190396 0.02070178061247993 -4235 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 4.627856316034764e+19 0.07089929247100969 0.020472743296550976 -4236 GBM_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 4.222402607199342e+19 0.06468769489254195 0.018679094329779603 -4237 GBM_grid_1_AutoML_20190416_023844_model_6 floor 4.116823102653779e+19 0.06307020470690587 0.01821203097553304 -4238 GBM_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 3.501708799173565e+19 0.053646582639289044 0.015490883996627444 -4239 GBM_grid_1_AutoML_20190416_023844_model_6 bathroom_count 1.9981539160782537e+19 0.030611948432208255 0.008839447337448592 -4240 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 1.8433785229664584e+19 0.028240771560202223 0.008154750865602307 -4241 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 1.6971008154210927e+19 0.025999780211072833 0.007507646514888552 -4242 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_central 1.2773286339495854e+18 0.0019568821980536755 0.0005650655388236032 -4243 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 0.0 0.0 0.0 -4244 GBM_grid_1_AutoML_20190416_022142_model_21 room_count 1.0000877170883088e+20 1.0 0.22643361457863287 -4245 GBM_grid_1_AutoML_20190416_022142_model_21 city 8.521806212715092e+19 0.8521058770250458 0.19294541373847715 -4246 GBM_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 5.708225006566533e+19 0.5707724341606418 0.12924206536883887 -4247 GBM_grid_1_AutoML_20190416_022142_model_21 supply_area 3.5920156474046677e+19 0.3591700593886495 0.08132817479579414 -4248 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 3.4851055138871706e+19 0.3484799837392096 0.07890758232637243 -4249 GBM_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 3.0852531570882904e+19 0.30849825514013984 0.06985437500258317 -4250 GBM_grid_1_AutoML_20190416_022142_model_21 floor 2.1752076137920463e+19 0.21750168276489024 0.04924969220538923 -4251 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 2.166930270355823e+19 0.21667402102134617 0.04906228176515009 -4252 GBM_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.8615558690991768e+19 0.18613925931607053 0.04214818530192731 -4253 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_district 1.1349360232531755e+19 0.11348364787015572 0.025696512582808133 -4254 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 9.37980285467335e+18 0.093789801578426 0.021237163782015765 -4255 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 6.457271261230793e+18 0.06456704897877082 0.014620150282938702 -4256 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 3.356922249297789e+18 0.03356627815679261 0.007600533690994362 -4257 GBM_grid_1_AutoML_20190416_022142_model_21 bathroom_count 2.1083844647604716e+18 0.021081995396352807 0.004773672420126264 -4258 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.5398260399648276e+18 0.015396909827549252 0.003486377945593252 -4259 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_central 6.78772989327573e+17 0.00678713454559543 0.0015368354077906802 -4260 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 6.366309763776512e+17 0.006365751378600684 0.001441420094165468 -4261 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.9254515340620595e+17 0.0019252826538734905 0.00043594871040211736 -4262 GBM_grid_1_AutoML_20190416_023844_model_49 exclusive_use_area 1.1313092401684913e+20 1.0 0.2769832320313448 -4263 GBM_grid_1_AutoML_20190416_023844_model_49 city 5.25728142305746e+19 0.4647077241475079 0.12871624738430734 -4264 GBM_grid_1_AutoML_20190416_023844_model_49 total_parking_capacity_in_site 4.59875488207544e+19 0.40649848147536793 0.11259326321488114 -4265 GBM_grid_1_AutoML_20190416_023844_model_49 supply_area 3.35978625718582e+19 0.29698212813018576 0.08225906970504582 -4266 GBM_grid_1_AutoML_20190416_023844_model_49 total_household_count_in_sites 3.2799348849255645e+19 0.28992381291229163 0.08030403474329746 -4267 GBM_grid_1_AutoML_20190416_023844_model_49 floor 2.3076605019344077e+19 0.20398140667451076 0.056499429295006114 -4268 GBM_grid_1_AutoML_20190416_023844_model_49 apartment_building_count_in_sites 2.285944047774204e+19 0.20206182064187395 0.055967736151524144 -4269 GBM_grid_1_AutoML_20190416_023844_model_49 heat_fuel_cogeneration 2.136871161768706e+19 0.18888479700302382 0.052317921555482004 -4270 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_individual 2.12622019263044e+19 0.187943324171362 0.05205714936769861 -4271 GBM_grid_1_AutoML_20190416_023844_model_49 total_household_count_of_area_type 2.059615076754653e+19 0.18205588742896725 0.050426428110410024 -4272 GBM_grid_1_AutoML_20190416_023844_model_49 bathroom_count 9.025285671262093e+18 0.07977735309505574 0.02209698910317434 -4273 GBM_grid_1_AutoML_20190416_023844_model_49 heat_fuel_gas 3.717728364342018e+18 0.0328621762497787 0.0091022717892474 -4274 GBM_grid_1_AutoML_20190416_023844_model_49 room_count 2.349386968208507e+18 0.02076697409329567 0.005752103603872241 -4275 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_stairway 1.8249085143262167e+18 0.016130943242843348 0.004468000795116932 -4276 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_mixed 1.2527900083187876e+18 0.011073806911823717 0.003067258829327978 -4277 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_corridor 1.022465137165992e+18 0.009037892566083092 0.0025033446937057593 -4278 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_district 1.0131134471743734e+18 0.008955230022018432 0.0024804485550827962 -4279 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_central 9.823262969629245e+17 0.008683092668956033 0.0024050710714751174 -4280 XGBoost_grid_1_AutoML_20190416_020809_model_5 supply_area 5.802215042828825e+20 1.0 0.24278697890305997 -4281 XGBoost_grid_1_AutoML_20190416_020809_model_5 city 4.539904621710357e+20 0.7824433579588532 0.18996705904159553 -4282 XGBoost_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 3.962916807513043e+20 0.683000677889552 0.16582367117354632 -4283 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 1.4486755309641741e+20 0.24967629091145915 0.060618152374114706 -4284 XGBoost_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 1.3447171463626044e+20 0.2317592740766461 0.05626813398583517 -4285 XGBoost_grid_1_AutoML_20190416_020809_model_5 bathroom_count 1.031102301279963e+20 0.1777083913072717 0.04314528345121531 -4286 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 9.41485330624592e+19 0.16226308809222936 0.03939536494539345 -4287 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 9.39887960131759e+19 0.161987784526084 0.03932852482428779 -4288 XGBoost_grid_1_AutoML_20190416_020809_model_5 room_count 8.892377695256995e+19 0.15325832685652385 0.03720912616923313 -4289 XGBoost_grid_1_AutoML_20190416_020809_model_5 floor 6.1380214630362644e+19 0.10578755557539142 0.025683841023688845 -4290 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 4.7878968305273274e+19 0.08251843124023589 0.02003440062463676 -4291 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.466908044742309e+19 0.0769862545901867 0.01869126016901326 -4292 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.7830228073819144e+19 0.06519963116598883 0.015829621476384222 -4293 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 3.334731245919037e+19 0.05747341698478681 0.013953797276972204 -4294 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 3.302315883913596e+19 0.0569147447920782 0.013818158943107332 -4295 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 2.0635033896751202e+19 0.03556406259408605 0.008634491314737475 -4296 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 1.1899703185628987e+19 0.02050889720183032 0.004979293192265804 -4297 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_central 9.159868643280945e+18 0.01578684791181942 0.003832841110912718 -4298 DeepLearning_grid_1_AutoML_20190416_015849_model_1 city 1.0 1.0 0.11758106587815784 -4299 DeepLearning_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.58933025598526 0.58933025598526 0.06929407965299447 -4300 DeepLearning_grid_1_AutoML_20190416_015849_model_1 supply_area 0.5573058724403381 0.5573058724403381 0.06552861850169163 -4301 DeepLearning_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.5437310934066772 0.5437310934066772 0.0639324815138533 -4302 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.5327525734901428 0.5327525734901428 0.06264161544030261 -4303 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.4413248300552368 0.4413248300552368 0.05189144391639161 -4304 DeepLearning_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.43260762095451355 0.43260762095451355 0.05086646517884579 -4305 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.4302734434604645 0.4302734434604645 0.050592010101146695 -4306 DeepLearning_grid_1_AutoML_20190416_015849_model_1 floor 0.4301404356956482 0.4301404356956482 0.05057637090638952 -4307 DeepLearning_grid_1_AutoML_20190416_015849_model_1 room_count 0.42886799573898315 0.42886799573898315 0.05042675606001889 -4308 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.4197019636631012 0.4197019636631012 0.049349004238663306 -4309 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.40755409002304077 0.40755409002304077 0.047920644307911826 -4310 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.4042295813560486 0.4042295813560486 0.04752974503532571 -4311 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.4011259377002716 0.4011259377002716 0.04716481530617347 -4312 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.38356807827949524 0.38356807827949524 0.045100343480939734 -4313 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.3733125627040863 0.3733125627040863 0.043894489028453096 -4314 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.3719974756240845 0.3719974756240845 0.04373985968786389 -4315 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.3569468557834625 0.3569468557834625 0.04197019176487661 -4316 DeepLearning_1_AutoML_20190416_023844 city 1.0 1.0 0.10332069274890494 -4317 DeepLearning_1_AutoML_20190416_023844 heat_fuel_cogeneration 0.7930517196655273 0.7930517196655273 0.08193865306155264 -4318 DeepLearning_1_AutoML_20190416_023844 heat_type_individual 0.6370053291320801 0.6370053291320801 0.06581583189067071 -4319 DeepLearning_1_AutoML_20190416_023844 exclusive_use_area 0.6188764572143555 0.6188764572143555 0.06394274428537523 -4320 DeepLearning_1_AutoML_20190416_023844 heat_type_central 0.6184930801391602 0.6184930801391602 0.063903133500382 -4321 DeepLearning_1_AutoML_20190416_023844 front_door_structure_mixed 0.5748672485351562 0.5748672485351562 0.05939568235730925 -4322 DeepLearning_1_AutoML_20190416_023844 front_door_structure_stairway 0.5698676109313965 0.5698676109313965 0.058879116336595316 -4323 DeepLearning_1_AutoML_20190416_023844 total_parking_capacity_in_site 0.5647246241569519 0.5647246241569519 0.05834773938026125 -4324 DeepLearning_1_AutoML_20190416_023844 heat_type_district 0.5646592974662781 0.5646592974662781 0.05834098978132583 -4325 DeepLearning_1_AutoML_20190416_023844 room_count 0.5013153553009033 0.5013153553009033 0.051796249795352745 -4326 DeepLearning_1_AutoML_20190416_023844 front_door_structure_corridor 0.47325196862220764 0.47325196862220764 0.04889672124282952 -4327 DeepLearning_1_AutoML_20190416_023844 supply_area 0.45889517664909363 0.45889517664909363 0.04741336755051546 -4328 DeepLearning_1_AutoML_20190416_023844 heat_fuel_gas 0.4563775360584259 0.4563775360584259 0.047153243180594905 -4329 DeepLearning_1_AutoML_20190416_023844 floor 0.4278700351715088 0.4278700351715088 0.04420782844041861 -4330 DeepLearning_1_AutoML_20190416_023844 apartment_building_count_in_sites 0.39445048570632935 0.39445048570632935 0.040754897438319976 -4331 DeepLearning_1_AutoML_20190416_023844 bathroom_count 0.372813880443573 0.372813880443573 0.03851938839383739 -4332 DeepLearning_1_AutoML_20190416_023844 total_household_count_in_sites 0.34866249561309814 0.34866249561309814 0.03602405058230733 -4333 DeepLearning_1_AutoML_20190416_023844 total_household_count_of_area_type 0.3034210205078125 0.3034210205078125 0.03134967003344688 -4334 GBM_grid_1_AutoML_20190416_023844_model_18 city 5.822819626850556e+19 1.0 0.1792107686681506 -4335 GBM_grid_1_AutoML_20190416_023844_model_18 exclusive_use_area 5.505114862395379e+19 0.9454379862652524 0.1694326682466643 -4336 GBM_grid_1_AutoML_20190416_023844_model_18 bathroom_count 4.986973966047799e+19 0.8564534513574055 0.15348568134625118 -4337 GBM_grid_1_AutoML_20190416_023844_model_18 supply_area 3.4897166457517375e+19 0.5993173186508705 0.10740411735155746 -4338 GBM_grid_1_AutoML_20190416_023844_model_18 heat_fuel_gas 2.2416636358911066e+19 0.38497906161375917 0.0689923935529451 -4339 GBM_grid_1_AutoML_20190416_023844_model_18 total_household_count_in_sites 2.16393080263525e+19 0.3716293722472176 0.06659998546008615 -4340 GBM_grid_1_AutoML_20190416_023844_model_18 room_count 1.4875445644297765e+19 0.25546808243386354 0.04578263142315115 -4341 GBM_grid_1_AutoML_20190416_023844_model_18 apartment_building_count_in_sites 1.3382978456359272e+19 0.2298367339878919 0.04118921776614736 -4342 GBM_grid_1_AutoML_20190416_023844_model_18 total_parking_capacity_in_site 1.1955242816482836e+19 0.20531707287229128 0.03679503045013802 -4343 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_individual 1.1745781453344997e+19 0.2017198231451667 0.036150364561448725 -4344 GBM_grid_1_AutoML_20190416_023844_model_18 total_household_count_of_area_type 9.645986923176526e+18 0.165658350100634 0.02968776025783223 -4345 GBM_grid_1_AutoML_20190416_023844_model_18 floor 9.582177865370173e+18 0.1645625054429683 0.02949137309439107 -4346 GBM_grid_1_AutoML_20190416_023844_model_18 heat_fuel_cogeneration 6.838035986220319e+18 0.11743513322460362 0.02104564049382789 -4347 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_district 1.966256094196007e+18 0.033768109270104846 0.006051608818765591 -4348 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_stairway 8.751467281210409e+17 0.015029603941113145 0.0026934668750647527 -4349 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_mixed 6.966435579722465e+17 0.011964024349300457 0.0021440820000026054 -4350 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_corridor 6.567332787488031e+17 0.01127861278272184 0.0020212488663020104 -4351 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_central 5.919816645995397e+17 0.010166580841174543 0.0018219607672737832 -4352 DeepLearning_1_AutoML_20190416_022142 front_door_structure_corridor 1.0 1.0 0.08844959273340779 -4353 DeepLearning_1_AutoML_20190416_022142 city 0.991906464099884 0.991906464099884 0.08773372277926932 -4354 DeepLearning_1_AutoML_20190416_022142 total_household_count_in_sites 0.8195791840553284 0.8195791840553284 0.07249144504247246 -4355 DeepLearning_1_AutoML_20190416_022142 total_parking_capacity_in_site 0.681094765663147 0.681094765663147 0.06024255463576116 -4356 DeepLearning_1_AutoML_20190416_022142 supply_area 0.6678781509399414 0.6678781509399414 0.05907355044617927 -4357 DeepLearning_1_AutoML_20190416_022142 heat_type_individual 0.6545435786247253 0.6545435786247253 0.05789411295562424 -4358 DeepLearning_1_AutoML_20190416_022142 exclusive_use_area 0.6408418416976929 0.6408418416976929 0.05668219990468792 -4359 DeepLearning_1_AutoML_20190416_022142 front_door_structure_stairway 0.6393377184867859 0.6393377184867859 0.05654916081926233 -4360 DeepLearning_1_AutoML_20190416_022142 heat_type_district 0.6225718855857849 0.6225718855857849 0.055066229727332425 -4361 DeepLearning_1_AutoML_20190416_022142 heat_fuel_gas 0.5659670233726501 0.5659670233726501 0.050059552717849995 -4362 DeepLearning_1_AutoML_20190416_022142 heat_fuel_cogeneration 0.5513453483581543 0.5513453483581543 0.04876627151773759 -4363 DeepLearning_1_AutoML_20190416_022142 front_door_structure_mixed 0.5324188470840454 0.5324188470840454 0.047092230188174336 -4364 DeepLearning_1_AutoML_20190416_022142 room_count 0.5246550440788269 0.5246550440788269 0.04640552497430035 -4365 DeepLearning_1_AutoML_20190416_022142 heat_type_central 0.5175450444221497 0.5175450444221497 0.04577664840033258 -4366 DeepLearning_1_AutoML_20190416_022142 apartment_building_count_in_sites 0.5026760697364807 0.5026760697364807 0.04446149364502181 -4367 DeepLearning_1_AutoML_20190416_022142 bathroom_count 0.4976527690887451 0.4976527690887451 0.04401718474855214 -4368 DeepLearning_1_AutoML_20190416_022142 floor 0.45715445280075073 0.45715445280075073 0.040435125166490296 -4369 DeepLearning_1_AutoML_20190416_022142 total_household_count_of_area_type 0.4387063682079315 0.4387063682079315 0.03880339959754398 -4370 DeepLearning_grid_1_AutoML_20190416_021340_model_1 city 1.0 1.0 0.08918527340714033 -4371 DeepLearning_grid_1_AutoML_20190416_021340_model_1 supply_area 0.7942850589752197 0.7942850589752197 0.07083853014791155 -4372 DeepLearning_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.7561497092247009 0.7561497092247009 0.06743741855393462 -4373 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.6545669436454773 0.6545669436454773 0.058377731832298115 -4374 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.6474379897117615 0.6474379897117615 0.05774193412661276 -4375 DeepLearning_grid_1_AutoML_20190416_021340_model_1 room_count 0.6446866989135742 0.6446866989135742 0.05749655950455388 -4376 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.6326169967651367 0.6326169967651367 0.05642011981850273 -4377 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.6300554275512695 0.6300554275512695 0.056191665567812674 -4378 DeepLearning_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.5991654992103577 0.5991654992103577 0.05343673886320147 -4379 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.5937755107879639 0.5937755107879639 0.05295603127208896 -4380 DeepLearning_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.5841841101646423 0.5841841101646423 0.05210061958514062 -4381 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.5584558844566345 0.5584558844566345 0.04980604074109132 -4382 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.5520678758621216 0.5520678758621216 0.04923632444806252 -4383 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.5382525324821472 0.5382525324821472 0.04800419927150598 -4384 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.5320796370506287 0.5320796370506287 0.047453667904732315 -4385 DeepLearning_grid_1_AutoML_20190416_021340_model_1 floor 0.5130593776702881 0.5130593776702881 0.045757340871621914 -4386 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.5111504197120667 0.5111504197120667 0.0455870899341952 -4387 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.47062382102012634 0.47062382102012634 0.04197271414959305 -4388 DeepLearning_grid_1_AutoML_20190416_020809_model_3 city 1.0 1.0 0.1144964082068361 -4389 DeepLearning_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 0.5743646025657654 0.5743646025657654 0.06576268399492705 -4390 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 0.5626169443130493 0.5626169443130493 0.06441761932014967 -4391 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 0.49234214425086975 0.49234214425086975 0.05637140712557656 -4392 DeepLearning_grid_1_AutoML_20190416_020809_model_3 supply_area 0.48573926091194153 0.48573926091194153 0.05561540069946052 -4393 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 0.4781739413738251 0.4781739413738251 0.05474919878540919 -4394 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 0.47582191228866577 0.47582191228866577 0.054479899903160434 -4395 DeepLearning_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 0.4524413049221039 0.4524413049221039 0.0518029043379948 -4396 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 0.4489237070083618 0.4489237070083618 0.05140015201135548 -4397 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 0.44274869561195374 0.44274869561195374 0.05069313538583047 -4398 DeepLearning_grid_1_AutoML_20190416_020809_model_3 room_count 0.44213664531707764 0.44213664531707764 0.05062305782542523 -4399 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 0.43108484148979187 0.43108484148979187 0.049357665982994445 -4400 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_district 0.4309975504875183 0.4309975504875183 0.049347671476765345 -4401 DeepLearning_grid_1_AutoML_20190416_020809_model_3 floor 0.4294818341732025 0.4294818341732025 0.049174127402915685 -4402 DeepLearning_grid_1_AutoML_20190416_020809_model_3 bathroom_count 0.42389464378356934 0.42389464378356934 0.04853441417133493 -4403 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_central 0.4101783037185669 0.4101783037185669 0.04696394250014863 -4404 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 0.40423399209976196 0.40423399209976196 0.0462833401705333 -4405 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.3487181067466736 0.3487181067466736 0.039926970699182183 -4406 DeepLearning_grid_1_AutoML_20190416_022142_model_3 city 1.0 1.0 0.1236076967076471 -4407 DeepLearning_grid_1_AutoML_20190416_022142_model_3 supply_area 0.6165990829467773 0.6165990829467773 0.07621639243509859 -4408 DeepLearning_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 0.5657739043235779 0.5657739043235779 0.06993400917073016 -4409 DeepLearning_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 0.5511902570724487 0.5511902570724487 0.06813135812442128 -4410 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 0.49708834290504456 0.49708834290504456 0.061443945126713626 -4411 DeepLearning_grid_1_AutoML_20190416_022142_model_3 room_count 0.4505871534347534 0.4505871534347534 0.05569604020212505 -4412 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 0.4303859770298004 0.4303859770298004 0.05319901931592394 -4413 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 0.42149829864501953 0.42149829864501953 0.052100433861702836 -4414 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_district 0.407175749540329 0.407175749540329 0.05033005655588986 -4415 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 0.4013204276561737 0.4013204276561737 0.049606293704307546 -4416 DeepLearning_grid_1_AutoML_20190416_022142_model_3 bathroom_count 0.3815307915210724 0.3815307915210724 0.04716014236296525 -4417 DeepLearning_grid_1_AutoML_20190416_022142_model_3 floor 0.3796623647212982 0.3796623647212982 0.04692919042977833 -4418 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 0.3742296099662781 0.3742296099662781 0.04625766012773277 -4419 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 0.3414705991744995 0.3414705991744995 0.04220839425734006 -4420 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 0.34087449312210083 0.34087449312210083 0.042134710961209576 -4421 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_central 0.3328966200351715 0.3328966200351715 0.041148584444308314 -4422 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 0.32656076550483704 0.32656076550483704 0.04036542405913896 -4423 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 0.2712666690349579 0.2712666690349579 0.03353064815296676 -4424 DeepLearning_grid_1_AutoML_20190416_015849_model_4 city 1.0 1.0 0.11456030938983702 -4425 DeepLearning_grid_1_AutoML_20190416_015849_model_4 supply_area 0.5479498505592346 0.5479498505592346 0.06277330441018088 -4426 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 0.517829418182373 0.517829418182373 0.059322698358131955 -4427 DeepLearning_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 0.5146306157112122 0.5146306157112122 0.05895624255735879 -4428 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 0.5035648345947266 0.5035648345947266 0.057688543249013985 -4429 DeepLearning_grid_1_AutoML_20190416_015849_model_4 bathroom_count 0.49091455340385437 0.49091455340385437 0.056239323121919226 -4430 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 0.4849349558353424 0.4849349558353424 0.05555429857444378 -4431 DeepLearning_grid_1_AutoML_20190416_015849_model_4 floor 0.47748738527297974 0.47748738527297974 0.05470110258661687 -4432 DeepLearning_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 0.4491879343986511 0.4491879343986511 0.05145910873889129 -4433 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_district 0.43740376830101013 0.43740376830101013 0.05010911102484431 -4434 DeepLearning_grid_1_AutoML_20190416_015849_model_4 room_count 0.42859286069869995 0.42859286069869995 0.04909973072391839 -4435 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 0.421460896730423 0.421460896730423 0.04828269072515541 -4436 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_central 0.41904228925704956 0.41904228925704956 0.04800561430471318 -4437 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 0.4162117838859558 0.4162117838859558 0.04768135073367108 -4438 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 0.41460445523262024 0.41460445523262024 0.04749721466585381 -4439 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 0.41138172149658203 0.41138172149658203 0.047128017291972205 -4440 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 0.39901843667030334 0.39901843667030334 0.045711675557199044 -4441 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 0.3948109447956085 0.3948109447956085 0.04522966398627878 -4442 DeepLearning_grid_1_AutoML_20190416_015849_model_2 city 1.0 1.0 0.10054497828916853 -4443 DeepLearning_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 0.6759928464889526 0.6759928464889526 0.06796768607386497 -4444 DeepLearning_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 0.6548359394073486 0.6548359394073486 0.06584046531067915 -4445 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 0.5983142256736755 0.5983142256736755 0.06015749083046038 -4446 DeepLearning_grid_1_AutoML_20190416_015849_model_2 room_count 0.5966219305992126 0.5966219305992126 0.059987339058939645 -4447 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 0.5670989751815796 0.5670989751815796 0.05701895414744164 -4448 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_district 0.5425782203674316 0.5425782203674316 0.05455351538701911 -4449 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 0.541207492351532 0.541207492351532 0.054415695568420124 -4450 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 0.5209740400314331 0.5209740400314331 0.052381323544180854 -4451 DeepLearning_grid_1_AutoML_20190416_015849_model_2 supply_area 0.5028508305549622 0.5028508305549622 0.050559125840839034 -4452 DeepLearning_grid_1_AutoML_20190416_015849_model_2 floor 0.4965813457965851 0.4965813457965851 0.04992876063192374 -4453 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 0.49326959252357483 0.49326959252357483 0.049595780470989836 -4454 DeepLearning_grid_1_AutoML_20190416_015849_model_2 bathroom_count 0.48635435104370117 0.48635435104370117 0.04890048766653158 -4455 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 0.4859231412410736 0.4859231412410736 0.048857131686288316 -4456 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 0.4746173620223999 0.4746173620223999 0.04772039236020464 -4457 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 0.4688268303871155 0.4688268303871155 0.04713818348265222 -4458 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_central 0.4391572177410126 0.4391572177410126 0.04415505292330176 -4459 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 0.40059322118759155 0.40059322118759155 0.04027763672709448 -4460 DeepLearning_grid_1_AutoML_20190416_022142_model_7 city 1.0 1.0 0.12187252039885602 -4461 DeepLearning_grid_1_AutoML_20190416_022142_model_7 supply_area 0.5234265923500061 0.5234265923500061 0.0637913180534798 -4462 DeepLearning_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 0.4799592196941376 0.4799592196941376 0.058493839792792796 -4463 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 0.45837950706481934 0.45837950706481934 0.05586386582517476 -4464 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 0.4406982362270355 0.4406982362270355 0.05370900478431925 -4465 DeepLearning_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 0.43895435333251953 0.43895435333251953 0.05349647338068414 -4466 DeepLearning_grid_1_AutoML_20190416_022142_model_7 room_count 0.42479783296585083 0.42479783296585083 0.051771182563520486 -4467 DeepLearning_grid_1_AutoML_20190416_022142_model_7 floor 0.42001962661743164 0.42001962661743164 0.051188850512852824 -4468 DeepLearning_grid_1_AutoML_20190416_022142_model_7 bathroom_count 0.4179809093475342 0.4179809093475342 0.050940386900789746 -4469 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 0.41634052991867065 0.41634052991867065 0.050740469725383715 -4470 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 0.4120415449142456 0.4120415449142456 0.05021654158773754 -4471 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 0.41193222999572754 0.41193222999572754 0.05020321910310055 -4472 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 0.41166141629219055 0.41166141629219055 0.05017021435449195 -4473 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_district 0.4002711772918701 0.4002711772918701 0.048782057219577554 -4474 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 0.3998446464538574 0.3998446464538574 0.04873007483132111 -4475 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 0.3922102153301239 0.3922102153301239 0.04779964746846024 -4476 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_central 0.3897724449634552 0.3897724449634552 0.04750255024972068 -4477 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 0.3670046627521515 0.3670046627521515 0.04472778324773685 -4478 DeepLearning_grid_1_AutoML_20190416_020809_model_2 city 1.0 1.0 0.07829448261353092 -4479 DeepLearning_grid_1_AutoML_20190416_020809_model_2 supply_area 0.8004454970359802 0.8004454970359802 0.06267046605076267 -4480 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 0.7461232542991638 0.7461232542991638 0.058417334161276986 -4481 DeepLearning_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 0.7327424883842468 0.7327424883842468 0.05736969401699579 -4482 DeepLearning_grid_1_AutoML_20190416_020809_model_2 bathroom_count 0.7218878865242004 0.7218878865242004 0.05651983858038759 -4483 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 0.7135211229324341 0.7135211229324341 0.055864767153820515 -4484 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 0.7049736380577087 0.7049736380577087 0.055195546247906915 -4485 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 0.6997419595718384 0.6997419595718384 0.05478593468765535 -4486 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_district 0.6938195824623108 0.6938195824623108 0.05432224523602267 -4487 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_central 0.6920918822288513 0.6920918822288513 0.054186975840132684 -4488 DeepLearning_grid_1_AutoML_20190416_020809_model_2 room_count 0.6832367777824402 0.6832367777824402 0.053493670019012146 -4489 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 0.6743483543395996 0.6743483543395996 0.05279775550430497 -4490 DeepLearning_grid_1_AutoML_20190416_020809_model_2 floor 0.6739465594291687 0.6739465594291687 0.05276629717967603 -4491 DeepLearning_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 0.6666306853294373 0.6666306853294373 0.05219350460217183 -4492 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 0.6602783203125 0.6602783203125 0.051696149469798426 -4493 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 0.6555473208427429 0.6555473208427429 0.051325738314068906 -4494 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 0.6424811482429504 0.6424811482429504 0.050302729090629064 -4495 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 0.6104755997657776 0.6104755997657776 0.04779687123184653 -4496 GBM_grid_1_AutoML_20190416_022142_model_27 supply_area 1.6457111812551213e+20 1.0 0.4069848624448651 -4497 GBM_grid_1_AutoML_20190416_022142_model_27 city 6.7456779990476e+19 0.40989440163509905 0.16682081666638107 -4498 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_in_sites 2.6331665212909814e+19 0.1600017397513679 0.06511828604364955 -4499 GBM_grid_1_AutoML_20190416_022142_model_27 exclusive_use_area 2.406948161141185e+19 0.1462558065204064 0.0595238992984704 -4500 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_gas 1.9101929858561737e+19 0.11607097330403639 0.04723912910398485 -4501 GBM_grid_1_AutoML_20190416_022142_model_27 apartment_building_count_in_sites 1.8803990794736763e+19 0.11426057627192929 0.046502324916902156 -4502 GBM_grid_1_AutoML_20190416_022142_model_27 total_parking_capacity_in_site 1.7499940317380477e+19 0.10633664349314281 0.043277404224905384 -4503 GBM_grid_1_AutoML_20190416_022142_model_27 floor 1.7259071404595216e+19 0.10487302754686505 0.04268173469033742 -4504 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_of_area_type 1.1880487020910346e+19 0.0721905955080742 0.02938047958266648 -4505 GBM_grid_1_AutoML_20190416_022142_model_27 bathroom_count 1.0834442444569838e+19 0.0658344098768705 0.026793608247877007 -4506 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_corridor 9.022657288715895e+18 0.054825277919268056 0.022313058192474807 -4507 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_individual 4.926272238052704e+18 0.02993400235815147 0.012182685832156544 -4508 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_district 3.305204795739996e+18 0.02008374758211974 0.008173781247086393 -4509 GBM_grid_1_AutoML_20190416_022142_model_27 room_count 3.2217686307441213e+18 0.01957675603982347 0.007967443363984236 -4510 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_stairway 2.6599319328459325e+18 0.016162811331313334 0.006578019546396864 -4511 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_cogeneration 1.3686187479416177e+18 0.008316275440857272 0.0033845982163509068 -4512 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_central 1.0915508887129948e+18 0.006632700203692549 0.0026994085800378406 -4513 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_mixed 9.617698962895012e+17 0.005844098935731821 0.0023784598014729976 -4514 DeepLearning_grid_1_AutoML_20190416_022142_model_8 city 1.0 1.0 0.08653073932057859 -4515 DeepLearning_grid_1_AutoML_20190416_022142_model_8 supply_area 0.7816334962844849 0.7816334962844849 0.0676353243112252 -4516 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 0.720283567905426 0.720283567905426 0.06232666965132068 -4517 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 0.7091841101646423 0.7091841101646423 0.06136622536695315 -4518 DeepLearning_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 0.6902735829353333 0.6902735829353333 0.0597298834648591 -4519 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 0.6834458708763123 0.6834458708763123 0.059139076492523986 -4520 DeepLearning_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 0.6667314767837524 0.6667314767837524 0.057692767614399273 -4521 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_central 0.634003221988678 0.634003221988678 0.05486076753030921 -4522 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_district 0.6183121800422668 0.6183121800422668 0.05350301006997604 -4523 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 0.6107695698738098 0.6107695698738098 0.052850342435692546 -4524 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 0.6034960150718689 0.6034960150718689 0.05222095636119185 -4525 DeepLearning_grid_1_AutoML_20190416_022142_model_8 room_count 0.590370237827301 0.590370237827301 0.051085173152062166 -4526 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 0.5893405675888062 0.5893405675888062 0.05099607502506881 -4527 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 0.5600786805152893 0.5600786805152893 0.04846402230268212 -4528 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 0.5449427962303162 0.5449427962303162 0.04715430304523266 -4529 DeepLearning_grid_1_AutoML_20190416_022142_model_8 bathroom_count 0.531575083732605 0.531575083732605 0.04599758499978077 -4530 DeepLearning_grid_1_AutoML_20190416_022142_model_8 floor 0.5182660222053528 0.5182660222053528 0.044845942066164574 -4531 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 0.5038803219795227 0.5038803219795227 0.04360113678997928 -4532 GBM_grid_1_AutoML_20190416_023844_model_21 supply_area 4.084165320324646e+21 1.0 0.351535646075741 -4533 GBM_grid_1_AutoML_20190416_023844_model_21 city 2.804820455828115e+21 0.6867548778865696 0.24141881969352186 -4534 GBM_grid_1_AutoML_20190416_023844_model_21 exclusive_use_area 2.2203127561529988e+21 0.5436392951832097 0.1911085908643901 -4535 GBM_grid_1_AutoML_20190416_023844_model_21 heat_fuel_cogeneration 5.894164121627174e+20 0.1443174714866501 0.05073273557907688 -4536 GBM_grid_1_AutoML_20190416_023844_model_21 apartment_building_count_in_sites 5.524894988618139e+20 0.1352759879998925 0.04755433184007639 -4537 GBM_grid_1_AutoML_20190416_023844_model_21 total_parking_capacity_in_site 3.085969554884484e+20 0.07555936924314277 0.026561811683963668 -4538 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_district 2.9320940460693258e+20 0.07179175709361972 0.02523736171281827 -4539 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_individual 2.1155397126000843e+20 0.05179858175848578 0.01820904790427639 -4540 GBM_grid_1_AutoML_20190416_023844_model_21 total_household_count_in_sites 1.5549970739170902e+20 0.03807380338349 0.013384299070975889 -4541 GBM_grid_1_AutoML_20190416_023844_model_21 floor 1.283579989772678e+20 0.031428208436739956 0.011048135557812434 -4542 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_stairway 8.711712101845959e+19 0.02133045902547714 0.007498416694613227 -4543 GBM_grid_1_AutoML_20190416_023844_model_21 bathroom_count 8.08107005535364e+19 0.019786344140230065 0.006955605270812727 -4544 GBM_grid_1_AutoML_20190416_023844_model_21 total_household_count_of_area_type 5.4805495736076075e+19 0.013419019906794479 0.004717263832638227 -4545 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_corridor 4.483347502796164e+19 0.01097738987323801 0.0038589438413140203 -4546 GBM_grid_1_AutoML_20190416_023844_model_21 room_count 1.9051795976625848e+18 0.00046647954924389397 0.00016398418972457272 -4547 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_central 1.743429273869353e+17 4.2687529449243e-05 1.5006188244316858e-05 -4548 GBM_grid_1_AutoML_20190416_023844_model_21 heat_fuel_gas 0.0 0.0 0.0 -4549 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_mixed 0.0 0.0 0.0 -4550 GBM_grid_1_AutoML_20190416_021340_model_1 supply_area 6.259222670459594e+21 1.0 0.2339894731212298 -4551 GBM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 4.643045427057699e+21 0.7417926588505239 0.17357167340963026 -4552 GBM_grid_1_AutoML_20190416_021340_model_1 city 4.574851640025078e+21 0.7308977297797846 0.17102237469667478 -4553 GBM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.7031393596691175e+21 0.27210077821757084 0.063668717731006 -4554 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 1.518162589961664e+21 0.24254810379675953 0.05675370301395712 -4555 GBM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.5083780975587366e+21 0.2409848917306502 0.05638792784623145 -4556 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 9.827165416771688e+20 0.15700296880555156 0.03673704194927989 -4557 GBM_grid_1_AutoML_20190416_021340_model_1 room_count 9.027959441648286e+20 0.14423451468272167 0.033749358096506324 -4558 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 8.203741600094376e+20 0.13106646035796013 0.03066817200302364 -4559 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 7.951506243964423e+20 0.1270366411709806 0.02972523673468848 -4560 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 6.972286465922931e+20 0.11139221007152601 0.02606460454444572 -4561 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 6.794996637091957e+20 0.10855975246193028 0.025401839280738196 -4562 GBM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 5.551550668912638e+20 0.08869393151825682 0.02075344630500735 -4563 GBM_grid_1_AutoML_20190416_021340_model_1 floor 4.867414830862041e+20 0.0777638867815617 0.018195930895876587 -4564 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 2.7777384464970154e+20 0.04437832927092615 0.01038406188410446 -4565 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 2.6088457199087623e+20 0.04168002733344528 0.009752687635431318 -4566 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 7.203409527541911e+19 0.011508473027391096 0.002692861540109127 -4567 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 1.2863797861816467e+19 0.002055174985629952 0.00048088931205948353 -4568 GBM_grid_1_AutoML_20190416_023844_model_35 supply_area 1.4087618515010218e+20 1.0 0.3429403516818179 -4569 GBM_grid_1_AutoML_20190416_023844_model_35 city 5.970112403530685e+19 0.42378436051271473 0.1453327576314847 -4570 GBM_grid_1_AutoML_20190416_023844_model_35 heat_fuel_cogeneration 4.3710187560746615e+19 0.3102737876822392 0.1064054018653968 -4571 GBM_grid_1_AutoML_20190416_023844_model_35 exclusive_use_area 3.846350279095301e+19 0.2730305533896345 0.09363319399932263 -4572 GBM_grid_1_AutoML_20190416_023844_model_35 apartment_building_count_in_sites 3.3470895367129137e+19 0.23759086982278965 0.0814794964534165 -4573 GBM_grid_1_AutoML_20190416_023844_model_35 total_parking_capacity_in_site 2.4803698093045318e+19 0.17606736061611283 0.06038060256937919 -4574 GBM_grid_1_AutoML_20190416_023844_model_35 floor 1.8667880051311116e+19 0.13251267438439418 0.04544394315568236 -4575 GBM_grid_1_AutoML_20190416_023844_model_35 total_household_count_in_sites 1.531376925324555e+19 0.10870374745688124 0.03727890138199438 -4576 GBM_grid_1_AutoML_20190416_023844_model_35 total_household_count_of_area_type 1.2082073681770054e+19 0.08576377667308867 0.029411859733829922 -4577 GBM_grid_1_AutoML_20190416_023844_model_35 bathroom_count 6.055396462743781e+18 0.042983819133743696 0.014740886050353718 -4578 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_individual 4.626000560309404e+18 0.032837349729341735 0.011261252264479302 -4579 GBM_grid_1_AutoML_20190416_023844_model_35 room_count 3.748186210820948e+18 0.02660624438990375 0.009124354808005988 -4580 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_stairway 2.7569385452297257e+18 0.019569940386249353 0.006711322238452565 -4581 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_district 2.4502784300511396e+18 0.017393134456618 0.005964807647401723 -4582 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_corridor 1.544445225752068e+18 0.010963139185707486 0.003759702807883244 -4583 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_central 1.3508393700425728e+18 0.009588841212609972 0.0032884005776735734 -4584 GBM_grid_1_AutoML_20190416_023844_model_35 heat_fuel_gas 1.031744328109654e+18 0.007323766802815825 0.002511615162993282 -4585 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_mixed 1.3603282412896256e+17 0.0009656197318519162 0.0003311499704321989 -4586 DeepLearning_grid_1_AutoML_20190416_022142_model_2 city 1.0 1.0 0.08891953877244116 -4587 DeepLearning_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 0.7617546319961548 0.7617546319961548 0.06773487053486874 -4588 DeepLearning_grid_1_AutoML_20190416_022142_model_2 supply_area 0.716713011264801 0.716713011264801 0.06372979039387353 -4589 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 0.6997832655906677 0.6997832655906677 0.06222440521699487 -4590 DeepLearning_grid_1_AutoML_20190416_022142_model_2 room_count 0.6537584066390991 0.6537584066390991 0.05813189598695473 -4591 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_district 0.6507220268249512 0.6507220268249512 0.05786190249434274 -4592 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_central 0.6184461712837219 0.6184461712837219 0.054991948306130696 -4593 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 0.6150886416435242 0.6150886416435242 0.054693398319109514 -4594 DeepLearning_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 0.6088087558746338 0.6088087558746338 0.054134993772996166 -4595 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 0.6078846454620361 0.6078846454620361 0.05405282230133317 -4596 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 0.5862647294998169 0.5862647294998169 0.0521303893456737 -4597 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 0.5768054723739624 0.5768054723739624 0.051289276564912785 -4598 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 0.575649619102478 0.575649619102478 0.05118649862512378 -4599 DeepLearning_grid_1_AutoML_20190416_022142_model_2 bathroom_count 0.5557887554168701 0.5557887554168701 0.049420479786577196 -4600 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 0.5514543652534485 0.5514543652534485 0.04903506781238594 -4601 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 0.5187876224517822 0.5187876224517822 0.04613035610926382 -4602 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 0.4748464822769165 0.4748464822769165 0.04222313019177957 -4603 DeepLearning_grid_1_AutoML_20190416_022142_model_2 floor 0.47356560826301575 0.47356560826301575 0.04210923546523791 -4604 DeepLearning_grid_1_AutoML_20190416_021340_model_3 city 1.0 1.0 0.1335516535514905 -4605 DeepLearning_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 0.4591478109359741 0.4591478109359741 0.061319949375046486 -4606 DeepLearning_grid_1_AutoML_20190416_021340_model_3 supply_area 0.4443511366844177 0.4443511366844177 0.05934382906168837 -4607 DeepLearning_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 0.4417937099933624 0.4417937099933624 0.059002280498261214 -4608 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 0.43354275822639465 0.43354275822639465 0.057900352246409076 -4609 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 0.3886672854423523 0.3886672854423523 0.051907158652195313 -4610 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 0.3877770006656647 0.3877770006656647 0.05178825964813696 -4611 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 0.37823286652565 0.37823286652565 0.05051362475202077 -4612 DeepLearning_grid_1_AutoML_20190416_021340_model_3 room_count 0.3764110505580902 0.3764110505580902 0.05027031821708665 -4613 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 0.37468039989471436 0.37468039989471436 0.05003918695927282 -4614 DeepLearning_grid_1_AutoML_20190416_021340_model_3 bathroom_count 0.37269484996795654 0.37269484996795654 0.04977401348334527 -4615 DeepLearning_grid_1_AutoML_20190416_021340_model_3 floor 0.3716200590133667 0.3716200590133667 0.04963047337413761 -4616 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 0.36979037523269653 0.36979037523269653 0.04938611607975277 -4617 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_district 0.36421439051628113 0.36421439051628113 0.048641434100697656 -4618 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_central 0.3620169758796692 0.3620169758796692 0.04834796574243988 -4619 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 0.34027203917503357 0.34027203917503357 0.04544389348916329 -4620 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.33903953433036804 0.33903953433036804 0.04527929042914799 -4621 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 0.28348731994628906 0.28348731994628906 0.03786020033970735 -4622 GBM_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 8.726815873174392e+19 1.0 0.2509238849098573 -4623 GBM_grid_1_AutoML_20190416_015849_model_2 supply_area 4.946622768917722e+19 0.5668301979560824 0.14223123535536364 -4624 GBM_grid_1_AutoML_20190416_015849_model_2 city 4.7952033051962245e+19 0.5494791427806259 0.13787744118345283 -4625 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_district 4.0288955975851835e+19 0.46166845458143796 0.11584364216390441 -4626 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 2.5822868406179725e+19 0.29590252368630093 0.0742490107979977 -4627 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.074752273236571e+19 0.23774447672423238 0.059655767715505535 -4628 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.8137000653048775e+19 0.20783067864191587 0.05214968128828164 -4629 GBM_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 1.691448885849673e+19 0.19382199767146066 0.04863456863671223 -4630 GBM_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 1.2190242536199029e+19 0.1396871747193723 0.03505084855266691 -4631 GBM_grid_1_AutoML_20190416_015849_model_2 floor 7.946243101704585e+18 0.09105546876645775 0.02284799196516775 -4632 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_central 5.38582246873052e+18 0.06171577981020721 0.01548596323021853 -4633 GBM_grid_1_AutoML_20190416_015849_model_2 bathroom_count 3.8853725514964664e+18 0.04452222446264535 0.011171689526995656 -4634 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 3.5024912666234716e+18 0.040134813401871805 0.010070783298929879 -4635 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 2.571031469937918e+18 0.029461277828045907 0.007392538287021922 -4636 GBM_grid_1_AutoML_20190416_015849_model_2 room_count 2.2370435430067732e+18 0.025634132489070673 0.006432216110451603 -4637 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 1.424085948466987e+18 0.01631850573179303 0.004094702854145281 -4638 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 1.0965776497167565e+18 0.01256561001920022 0.0031530116822799455 -4639 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 9.512062696061665e+17 0.01089980908764337 0.002735022441047242 -4640 GBM_grid_1_AutoML_20190416_021340_model_19 city 5.584904222199828e+19 1.0 0.18242653092121383 -4641 GBM_grid_1_AutoML_20190416_021340_model_19 exclusive_use_area 4.62542683514203e+19 0.8282016398340541 0.1510859520581871 -4642 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_in_sites 3.0608908381470065e+19 0.5480650547201967 0.09998160665175072 -4643 GBM_grid_1_AutoML_20190416_021340_model_19 bathroom_count 2.8969211089014227e+19 0.5187056023962323 0.09462566361454311 -4644 GBM_grid_1_AutoML_20190416_021340_model_19 supply_area 2.7364214383531e+19 0.4899674783098171 0.08938306733227501 -4645 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_gas 2.483239534653027e+19 0.4446342203653599 0.08111307835011113 -4646 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_of_area_type 2.36451844722996e+19 0.4233767228865036 0.07723514682897692 -4647 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_corridor 1.8122271595283087e+19 0.32448670333946994 0.059194983620280556 -4648 GBM_grid_1_AutoML_20190416_021340_model_19 floor 1.2443681065913025e+19 0.22280921159667813 0.04064631152887268 -4649 GBM_grid_1_AutoML_20190416_021340_model_19 room_count 1.074507633848746e+19 0.19239499749657482 0.03509795195989576 -4650 GBM_grid_1_AutoML_20190416_021340_model_19 apartment_building_count_in_sites 9.934373429979382e+18 0.17787902951836745 0.03244985427866797 -4651 GBM_grid_1_AutoML_20190416_021340_model_19 total_parking_capacity_in_site 8.77645134648941e+18 0.1571459598466036 0.028667592303100255 -4652 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_district 2.3858346791576535e+18 0.04271934816131728 0.0077931424882846465 -4653 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_cogeneration 2.029723203886121e+18 0.03634302618508715 0.006629932190124284 -4654 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_individual 1.600172323338453e+18 0.028651741546037904 0.005226837815094911 -4655 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_central 1.303279719705215e+18 0.023335757747191384 0.004257061332237964 -4656 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_stairway 6.779120717230244e+17 0.01213829359916942 0.002214346792599652 -4657 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_mixed 6.033941829789942e+17 0.010804020247661908 0.0019709399337835155 -4658 DeepLearning_grid_1_AutoML_20190416_022142_model_4 city 1.0 1.0 0.08407427732719723 -4659 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 0.7049055099487305 0.7049055099487305 0.05926442133289895 -4660 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 0.6995337009429932 0.6995337009429932 0.058812790372801856 -4661 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_central 0.69917231798172 0.69917231798172 0.05878240736149445 -4662 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 0.6943297386169434 0.6943297386169434 0.058375271001001254 -4663 DeepLearning_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 0.6884556412696838 0.6884556412696838 0.05788141051158081 -4664 DeepLearning_grid_1_AutoML_20190416_022142_model_4 supply_area 0.6818214058876038 0.6818214058876038 0.0573236419662139 -4665 DeepLearning_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 0.6562599539756775 0.6562599539756775 0.0551745813692848 -4666 DeepLearning_grid_1_AutoML_20190416_022142_model_4 room_count 0.6464897394180298 0.6464897394180298 0.054353157641018904 -4667 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 0.6446853280067444 0.6446853280067444 0.054201453055614135 -4668 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 0.6345584392547607 0.6345584392547607 0.05335004220221819 -4669 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 0.6274207234382629 0.6274207234382629 0.05274994390317923 -4670 DeepLearning_grid_1_AutoML_20190416_022142_model_4 floor 0.6248463988304138 0.6248463988304138 0.052533509422168695 -4671 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_district 0.6225252151489258 0.6225252151489258 0.052338357581603906 -4672 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 0.6115177273750305 0.6115177273750305 0.051412911001825705 -4673 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 0.5813051462173462 0.5813051462173462 0.048872810074804096 -4674 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 0.5590167045593262 0.5590167045593262 0.04699892544965666 -4675 DeepLearning_grid_1_AutoML_20190416_022142_model_4 bathroom_count 0.5174006819725037 0.5174006819725037 0.04350008842543725 -4676 DeepLearning_grid_1_AutoML_20190416_020809_model_4 city 1.0 1.0 0.10099911289943586 -4677 DeepLearning_grid_1_AutoML_20190416_020809_model_4 supply_area 0.6357630491256714 0.6357630491256714 0.06421150397593328 -4678 DeepLearning_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 0.5851655602455139 0.5851655602455139 0.0591012024840983 -4679 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 0.5831006765365601 0.5831006765365601 0.058892651061253465 -4680 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 0.5815253853797913 0.5815253853797913 0.05873354805186149 -4681 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_district 0.5506886839866638 0.5506886839866638 0.05561906856641082 -4682 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 0.5315724015235901 0.5315724015235901 0.05368834099570533 -4683 DeepLearning_grid_1_AutoML_20190416_020809_model_4 room_count 0.5235360264778137 0.5235360264778137 0.052876674245154756 -4684 DeepLearning_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 0.5208905339241028 0.5208905339241028 0.05260948184404789 -4685 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.509010910987854 0.509010910987854 0.05140965046590697 -4686 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 0.5082725882530212 0.5082725882530212 0.05133508052465537 -4687 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 0.5052271485328674 0.5052271485328674 0.05102749381453113 -4688 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 0.49917349219322205 0.49917349219322205 0.0504160798944289 -4689 DeepLearning_grid_1_AutoML_20190416_020809_model_4 bathroom_count 0.4991607964038849 0.4991607964038849 0.05041479763096829 -4690 DeepLearning_grid_1_AutoML_20190416_020809_model_4 floor 0.49660634994506836 0.49660634994506836 0.050156800804678714 -4691 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_central 0.4784940779209137 0.4784940779209137 0.04832747739764583 -4692 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 0.47503191232681274 0.47503191232681274 0.04797780174393068 -4693 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 0.41785746812820435 0.41785746812820435 0.042203233599352935 -4694 DeepLearning_grid_1_AutoML_20190416_021340_model_4 city 1.0 1.0 0.09986155302774685 -4695 DeepLearning_grid_1_AutoML_20190416_021340_model_4 supply_area 0.7093148827552795 0.7093148827552795 0.07083328577763638 -4696 DeepLearning_grid_1_AutoML_20190416_021340_model_4 room_count 0.6242623925209045 0.6242623925209045 0.06233981201395443 -4697 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 0.6130431294441223 0.6130431294441223 0.061219438979280096 -4698 DeepLearning_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 0.6047936081886292 0.6047936081886292 0.06039562897497114 -4699 DeepLearning_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 0.6030193567276001 0.6030193567276001 0.06021844946861103 -4700 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 0.5589218735694885 0.5589218735694885 0.055814806315827095 -4701 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 0.556253969669342 0.556253969669342 0.05554838528902969 -4702 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 0.5511273145675659 0.5511273145675659 0.0550364295487287 -4703 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_central 0.5313650369644165 0.5313650369644165 0.053062937815912745 -4704 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 0.5224857330322266 0.5224857330322266 0.05217623673543888 -4705 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_district 0.5093684792518616 0.5093684792518616 0.050866327401472546 -4706 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 0.5021281242370605 0.5021281242370605 0.050143294305222276 -4707 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 0.4478154480457306 0.4478154480457306 0.04471954611166294 -4708 DeepLearning_grid_1_AutoML_20190416_021340_model_4 bathroom_count 0.43615829944610596 0.43615829944610596 0.0435554451486292 -4709 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 0.43472594022750854 0.43472594022750854 0.04341240753256645 -4710 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 0.41862189769744873 0.41862189769744873 0.04180423283548979 -4711 DeepLearning_grid_1_AutoML_20190416_021340_model_4 floor 0.3904584050178528 0.3904584050178528 0.038991782717819765 -4712 GBM_grid_1_AutoML_20190416_021340_model_13 supply_area 1.219382936303116e+20 1.0 0.27318524758905416 -4713 GBM_grid_1_AutoML_20190416_021340_model_13 city 8.082047301288408e+19 0.6627981301584625 0.1810666712889017 -4714 GBM_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 7.0005285215939854e+19 0.5741041893548184 0.15683679511080928 -4715 GBM_grid_1_AutoML_20190416_021340_model_13 apartment_building_count_in_sites 3.5433785306476708e+19 0.2905878395666554 0.0793843108983851 -4716 GBM_grid_1_AutoML_20190416_021340_model_13 floor 2.845633069609858e+19 0.23336664675964322 0.06375232517406047 -4717 GBM_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 2.783400931380062e+19 0.2282630704853623 0.06235810342598141 -4718 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_district 2.4575056849072554e+19 0.20153682750046004 0.05505688811902567 -4719 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 1.7755494307466314e+19 0.14561048690165226 0.039778636915790595 -4720 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 1.6762011884491637e+19 0.13746306747009385 0.03755288212116844 -4721 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_individual 5.752700911617049e+18 0.04717714788643749 0.012888100825901846 -4722 GBM_grid_1_AutoML_20190416_021340_model_13 bathroom_count 4.388868612669047e+18 0.03599253755325682 0.009832630282844793 -4723 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_stairway 3.1640277776114647e+18 0.025947778039309435 0.007088550168054569 -4724 GBM_grid_1_AutoML_20190416_021340_model_13 room_count 2.8944319245273006e+18 0.023736857703639366 0.006484559348754867 -4725 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_mixed 2.56484204410726e+18 0.021033934195300957 0.005746160520915164 -4726 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_cogeneration 1.409814699855315e+18 0.011561705989830754 0.003158487513383765 -4727 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_gas 1.149436327624704e+18 0.009426377009256226 0.0025751471371414296 -4728 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_corridor 1.095290327759061e+18 0.008982332745115536 0.002453840794901656 -4729 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_central 3.573818578782126e+17 0.0029308418810723305 0.0008006627649251138 -4730 GBM_grid_1_AutoML_20190416_023844_model_55 city 6.365124252747258e+21 1.0 0.26415876407391314 -4731 GBM_grid_1_AutoML_20190416_023844_model_55 supply_area 6.218857469949426e+21 0.977020592687613 0.25808855223912197 -4732 GBM_grid_1_AutoML_20190416_023844_model_55 exclusive_use_area 5.33164046205809e+21 0.8376333674487022 0.22126819509231915 -4733 GBM_grid_1_AutoML_20190416_023844_model_55 heat_fuel_cogeneration 8.44834476223082e+20 0.13272866996405328 0.03506144141487863 -4734 GBM_grid_1_AutoML_20190416_023844_model_55 apartment_building_count_in_sites 8.445484272779998e+20 0.13268372992302285 0.0350495701091826 -4735 GBM_grid_1_AutoML_20190416_023844_model_55 total_parking_capacity_in_site 7.935767570641647e+20 0.12467576838294213 0.03293419688600345 -4736 GBM_grid_1_AutoML_20190416_023844_model_55 heat_fuel_gas 7.413719449773602e+20 0.11647407270288179 0.030767647091848357 -4737 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_individual 6.162444958804518e+20 0.09681578417176599 0.02557473788966043 -4738 GBM_grid_1_AutoML_20190416_023844_model_55 total_household_count_in_sites 5.5605874230399336e+20 0.08736023370855522 0.023076971365660153 -4739 GBM_grid_1_AutoML_20190416_023844_model_55 room_count 5.188163307385693e+20 0.08150922277984479 0.021531375550149046 -4740 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_district 4.3133193765206045e+20 0.06776488887328364 0.017900689292372676 -4741 GBM_grid_1_AutoML_20190416_023844_model_55 bathroom_count 2.2420255951189705e+20 0.03522359511130183 0.009304621350841423 -4742 GBM_grid_1_AutoML_20190416_023844_model_55 total_household_count_of_area_type 1.8784945054320427e+20 0.02951229906660917 0.0077959324464151785 -4743 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_stairway 1.8188432728363578e+20 0.02857514167223562 0.007548374107374733 -4744 GBM_grid_1_AutoML_20190416_023844_model_55 floor 1.2899492407300588e+20 0.02026589253419998 0.00535341312468901 -4745 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_corridor 1.092162404095015e+20 0.01715854020640093 0.004532578774235417 -4746 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_central 1.2756136706881618e+18 0.00020040671949767404 5.293919133461297e-05 -4747 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_mixed 0.0 0.0 0.0 -4748 GBM_grid_1_AutoML_20190416_021340_model_10 supply_area 6.7788414687645794e+19 1.0 0.1780259206942399 -4749 GBM_grid_1_AutoML_20190416_021340_model_10 room_count 5.549179769999432e+19 0.8186029715503512 0.14573254769329194 -4750 GBM_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 4.28488301515469e+19 0.6320966547010274 0.11252958892089944 -4751 GBM_grid_1_AutoML_20190416_021340_model_10 city 3.8593610200891e+19 0.5693245723287957 0.10135453116268824 -4752 GBM_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 3.1071376166252184e+19 0.45835820633101243 0.08159964168983885 -4753 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 2.4810537055370084e+19 0.36599966483493707 0.06515742730602288 -4754 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_district 2.296646034251999e+19 0.3387962448796659 0.06031451342245368 -4755 GBM_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.0179787704340316e+19 0.29768785414623383 0.05299615431387587 -4756 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 1.986570780981959e+19 0.29305461562062535 0.0521713177595584 -4757 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.8607818129132225e+19 0.27449849970489776 0.04886784813915196 -4758 GBM_grid_1_AutoML_20190416_021340_model_10 floor 1.6178569233351836e+19 0.2386627465459865 0.04248815518926526 -4759 GBM_grid_1_AutoML_20190416_021340_model_10 bathroom_count 8.344884786250121e+18 0.12310193157195853 0.021915334707337236 -4760 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 4.801151113346679e+18 0.07082554055098256 0.012608782065255892 -4761 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 3.8188422024113684e+18 0.05633473241715062 0.01002904260562688 -4762 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_central 1.7491138177044316e+18 0.025802547909756644 0.004593522347891662 -4763 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 1.6815261507502735e+18 0.024805509296807998 0.004416023630853771 -4764 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 1.123964835097215e+18 0.016580485622450375 0.0029517562184943353 -4765 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 8.559486366247813e+17 0.012626768756413697 0.002247892133253811 -4766 DeepLearning_grid_1_AutoML_20190416_021340_model_7 city 1.0 1.0 0.11043662754183926 -4767 DeepLearning_grid_1_AutoML_20190416_021340_model_7 supply_area 0.5974629521369934 0.5974629521369934 0.06598179351520088 -4768 DeepLearning_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 0.5553152561187744 0.5553152561187744 0.06132714410829017 -4769 DeepLearning_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 0.5236496925354004 0.5236496925354004 0.05783010605693066 -4770 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 0.5180709362030029 0.5180709362030029 0.057214007021703005 -4771 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 0.5120643973350525 0.5120643973350525 0.05655066512592758 -4772 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 0.4818808436393738 0.4818808436393738 0.053217295248548804 -4773 DeepLearning_grid_1_AutoML_20190416_021340_model_7 bathroom_count 0.48013532161712646 0.48013532161712646 0.0530245256831118 -4774 DeepLearning_grid_1_AutoML_20190416_021340_model_7 floor 0.4776095151901245 0.4776095151901245 0.0527455841394902 -4775 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 0.4589800536632538 0.4589800536632538 0.05068820923554216 -4776 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 0.4482848048210144 0.4482848048210144 0.04950706202268448 -4777 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_district 0.44772404432296753 0.44772404432296753 0.0494451335244215 -4778 DeepLearning_grid_1_AutoML_20190416_021340_model_7 room_count 0.4409758150577545 0.4409758150577545 0.04869988184249223 -4779 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 0.43091046810150146 0.43091046810150146 0.047588298869605125 -4780 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 0.42951688170433044 0.42951688170433044 0.04743439588771338 -4781 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_central 0.42851996421813965 0.42851996421813965 0.047324299682600976 -4782 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 0.41270434856414795 0.41270434856414795 0.04557767642727621 -4783 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 0.41116154193878174 0.41116154193878174 0.04540729406662156 -4784 GBM_grid_1_AutoML_20190416_022142_model_12 supply_area 7.05545458097907e+21 1.0 0.30481502853151443 -4785 GBM_grid_1_AutoML_20190416_022142_model_12 city 6.335465797401209e+21 0.8979528852019129 0.2737095343227768 -4786 GBM_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4168073812517186e+21 0.6260131548658922 0.19081821766155027 -4787 GBM_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 9.195974669996644e+20 0.13033851418714026 0.03972913792070836 -4788 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 8.930198256424583e+20 0.12657155047811758 0.03858091077026543 -4789 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 7.194664363898301e+20 0.10197308027883177 0.03108292737463852 -4790 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 6.168031533404783e+20 0.08742217050100913 0.02664759139555202 -4791 GBM_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 5.2908731745436906e+20 0.07498982686115581 0.022858026214256536 -4792 GBM_grid_1_AutoML_20190416_022142_model_12 room_count 4.1576394371828705e+20 0.05892801646532496 0.01796214502018358 -4793 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 3.7904155717233594e+20 0.05372319427782882 0.016375636996600485 -4794 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_district 3.292788571678452e+20 0.04667011223565298 0.014225751592679546 -4795 GBM_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.803690243387e+20 0.02556447954820093 0.007792437562878184 -4796 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.016979734128157e+20 0.01441409228074193 0.004393631949810233 -4797 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 9.720269488944421e+19 0.013776957072545651 0.004199423563145452 -4798 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 9.261288475436306e+19 0.013126423491413273 0.004001131151051878 -4799 GBM_grid_1_AutoML_20190416_022142_model_12 floor 6.438667084684172e+19 0.00912580048639572 0.00278168113563362 -4800 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_central 6.200262204944548e+17 8.787898970620474e-05 2.6786836754617462e-05 -4801 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 0.0 0.0 0.0 -4802 XGBoost_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 6.099160939790661e+20 1.0 0.24722591208239844 -4803 XGBoost_grid_1_AutoML_20190416_022142_model_15 city 4.772963439520734e+20 0.7825606647599882 0.19346927410509615 -4804 XGBoost_grid_1_AutoML_20190416_022142_model_15 supply_area 4.5036647184588603e+20 0.738407260099852 0.18255340836645073 -4805 XGBoost_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 1.8255253128616083e+20 0.2993076147494257 0.0739965980496339 -4806 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 1.2498497877822774e+20 0.20492159497354984 0.050661928222715695 -4807 XGBoost_grid_1_AutoML_20190416_022142_model_15 floor 1.0386239283841833e+20 0.17028964125347898 0.042100011877075766 -4808 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 9.84974270057551e+19 0.16149340536853546 0.03992535443752868 -4809 XGBoost_grid_1_AutoML_20190416_022142_model_15 room_count 7.617532665660021e+19 0.12489476406440711 0.03087722196013901 -4810 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 7.14632640226499e+19 0.11716900853759517 0.028967215003497297 -4811 XGBoost_grid_1_AutoML_20190416_022142_model_15 bathroom_count 5.9041804086734225e+19 0.09680315812220672 0.02393224905921919 -4812 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_district 4.748014025350683e+19 0.07784700341935308 0.019245796423231154 -4813 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 4.330693507419e+19 0.07100474229439895 0.017554212175908433 -4814 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 4.078792314862961e+19 0.0668746464493681 0.016533145463632954 -4815 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 3.206489927115709e+19 0.0525726400527769 0.012997318887627401 -4816 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 1.610697013566269e+19 0.02640850158680273 0.006528865891526772 -4817 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 1.591435768870889e+19 0.02609270003826971 0.006450791565653662 -4818 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.0014194675621036e+19 0.01641897102647163 0.004059195087473924 -4819 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 7.207459248769335e+18 0.01181713242185197 0.0029215013411908355 -4820 DeepLearning_grid_1_AutoML_20190416_021340_model_5 supply_area 1.0 1.0 0.0665087077774199 -4821 DeepLearning_grid_1_AutoML_20190416_021340_model_5 room_count 0.9186531901359558 0.9186531901359558 0.06109843657154686 -4822 DeepLearning_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 0.9114259481430054 0.9114259481430054 0.060617762045801014 -4823 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 0.8867244124412537 0.8867244124412537 0.05897489482615971 -4824 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 0.8809428215026855 0.8809428215026855 0.0585903686839379 -4825 DeepLearning_grid_1_AutoML_20190416_021340_model_5 city 0.8709022402763367 0.8709022402763367 0.05792258260123922 -4826 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_central 0.8575815558433533 0.8575815558433533 0.057036641092890694 -4827 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 0.8467792868614197 0.8467792868614197 0.05631819614183819 -4828 DeepLearning_grid_1_AutoML_20190416_021340_model_5 floor 0.845142662525177 0.845142662525177 0.05620934637211761 -4829 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_district 0.823436975479126 0.823436975479126 0.05476572917526367 -4830 DeepLearning_grid_1_AutoML_20190416_021340_model_5 bathroom_count 0.812926709651947 0.812926709651947 0.054066704976700825 -4831 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 0.8029020428657532 0.8029020428657532 0.05339997734285185 -4832 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 0.7853900194168091 0.7853900194168091 0.052235275292694706 -4833 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 0.7751805186271667 0.7751805186271667 0.051556254588123046 -4834 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 0.774206280708313 0.774206280708313 0.05149145928307232 -4835 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 0.7656461000442505 0.7656461000442505 0.050922132728764266 -4836 DeepLearning_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 0.7428159117698669 0.7428159117698669 0.04940372640831981 -4837 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 0.7349684834480286 0.7349684834480286 0.04888180409125841 -4838 DeepLearning_grid_1_AutoML_20190416_023844_model_4 city 1.0 1.0 0.0713738285363374 -4839 DeepLearning_grid_1_AutoML_20190416_023844_model_4 supply_area 0.8275715112686157 0.8275715112686157 0.059066947146843796 -4840 DeepLearning_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 0.7978726029396057 0.7978726029396057 0.05694722235605263 -4841 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 0.7921780347824097 0.7921780347824097 0.05654077922481243 -4842 DeepLearning_grid_1_AutoML_20190416_023844_model_4 floor 0.7908015847206116 0.7908015847206116 0.056442536714112826 -4843 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 0.7853649854660034 0.7853649854660034 0.05605450581109364 -4844 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 0.7794594168663025 0.7794594168663025 0.05563300277044901 -4845 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 0.77838534116745 0.77838534116745 0.05555634187568406 -4846 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 0.7777425050735474 0.7777425050735474 0.05551046020254089 -4847 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 0.7705813050270081 0.7705813050270081 0.05499933793830478 -4848 DeepLearning_grid_1_AutoML_20190416_023844_model_4 room_count 0.7677832245826721 0.7677832245826721 0.05479962822443987 -4849 DeepLearning_grid_1_AutoML_20190416_023844_model_4 bathroom_count 0.7462661266326904 0.7462661266326904 0.0532638705647583 -4850 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_district 0.7437387108802795 0.7437387108802795 0.05308347922620569 -4851 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 0.740117609500885 0.740117609500885 0.05282502735724009 -4852 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 0.7378726601600647 0.7378726601600647 0.052664796727915617 -4853 DeepLearning_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 0.7317433953285217 0.7317433953285217 0.05222732763077526 -4854 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 0.725957989692688 0.725957989692688 0.05181440108091011 -4855 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_central 0.7173008322715759 0.7173008322715759 0.05119650661152358 -4856 DeepLearning_grid_1_AutoML_20190416_022142_model_6 city 1.0 1.0 0.12702490707017725 -4857 DeepLearning_grid_1_AutoML_20190416_022142_model_6 supply_area 0.6145082116127014 0.6145082116127014 0.0780578484739642 -4858 DeepLearning_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 0.5621442794799805 0.5621442794799805 0.07140632486097626 -4859 DeepLearning_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 0.48283886909484863 0.48283886909484863 0.06133256247664262 -4860 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 0.463399738073349 0.463399738073349 0.05886330866511163 -4861 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 0.4178721308708191 0.4178721308708191 0.053080168591082735 -4862 DeepLearning_grid_1_AutoML_20190416_022142_model_6 room_count 0.3930974304676056 0.3930974304676056 0.049933164574673054 -4863 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_district 0.3909040093421936 0.3909040093421936 0.04965454546005184 -4864 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 0.3756101727485657 0.3756101727485657 0.04771184728799977 -4865 DeepLearning_grid_1_AutoML_20190416_022142_model_6 bathroom_count 0.37515878677368164 0.37515878677368164 0.047654510026487344 -4866 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 0.37384381890296936 0.37384381890296936 0.04748747635490985 -4867 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 0.3726748824119568 0.3726748824119568 0.04733899230576804 -4868 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 0.3706105351448059 0.3706105351448059 0.047076768785997626 -4869 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 0.3529074192047119 0.3529074192047119 0.04482803212885461 -4870 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 0.3523550033569336 0.3523550033569336 0.04475786155712648 -4871 DeepLearning_grid_1_AutoML_20190416_022142_model_6 floor 0.3486396074295044 0.3486396074295044 0.04428591373471587 -4872 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 0.32672083377838135 0.32672083377838135 0.04150168354858971 -4873 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_central 0.2991860806941986 0.2991860806941986 0.03800408409687112 -4874 GBM_grid_1_AutoML_20190416_022142_model_42 supply_area 6.335561498893291e+21 1.0 0.28873369189332454 -4875 GBM_grid_1_AutoML_20190416_022142_model_42 city 4.761041707619643e+21 0.7514790454565569 0.2169773191751431 -4876 GBM_grid_1_AutoML_20190416_022142_model_42 exclusive_use_area 3.395841345726827e+21 0.5359969035609582 0.1547603648085457 -4877 GBM_grid_1_AutoML_20190416_022142_model_42 apartment_building_count_in_sites 1.0754945642819307e+21 0.16975520866931848 0.049014048117214014 -4878 GBM_grid_1_AutoML_20190416_022142_model_42 total_parking_capacity_in_site 8.978916649081105e+20 0.1417225079521296 0.04092006294539942 -4879 GBM_grid_1_AutoML_20190416_022142_model_42 room_count 8.878274567470768e+20 0.14013398132149207 0.04046140178666459 -4880 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_in_sites 6.803338148026778e+20 0.10738334951393336 0.031005190953029213 -4881 GBM_grid_1_AutoML_20190416_022142_model_42 bathroom_count 6.694448145911377e+20 0.1056646383604796 0.030508941136394276 -4882 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_cogeneration 6.450115903440017e+20 0.10180811763198473 0.029395433668592822 -4883 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_gas 6.090013003047565e+20 0.0961242820247484 0.02775431882960074 -4884 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_individual 5.8511262458443937e+20 0.09235371240365169 0.026665628342360668 -4885 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_district 5.500866173543792e+20 0.08682523521403264 0.025069370712853933 -4886 GBM_grid_1_AutoML_20190416_022142_model_42 floor 2.6454747623155617e+20 0.0417559637417722 0.012056353569725684 -4887 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_of_area_type 2.416173987287993e+20 0.038136698502730264 0.011011349755315931 -4888 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_stairway 1.496638163308228e+20 0.02362281801809775 0.00682070345928951 -4889 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_corridor 1.4945248139987124e+20 0.02358946108028119 0.006811072187483479 -4890 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_central 4.365437195247419e+19 0.0068903714311825135 0.0019894823818416172 -4891 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_mixed 9.93258809797378e+17 0.00015677518243187798 4.52662772208056e-05 -4892 GBM_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 1.4074094521988573e+20 1.0 0.31697497307922845 -4893 GBM_grid_1_AutoML_20190416_022142_model_3 city 7.374965887019149e+19 0.5240099727550442 0.16609804700727737 -4894 GBM_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 6.745009056173261e+19 0.47924994717317254 0.15191023910343804 -4895 GBM_grid_1_AutoML_20190416_022142_model_3 supply_area 3.7604353201101865e+19 0.26718843718401164 0.08469204768348322 -4896 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 3.114892692038248e+19 0.2213210013029055 0.07015321842985635 -4897 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 2.018866076317647e+19 0.1434455391189454 0.045468645900563126 -4898 GBM_grid_1_AutoML_20190416_022142_model_3 floor 1.437103259042762e+19 0.10210982005254496 0.0323662574622803 -4899 GBM_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.291491085885689e+19 0.09176370699144702 0.029086798553264126 -4900 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_district 1.1221904844639961e+19 0.07973447120955092 0.025273831865133916 -4901 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.1148293640671986e+19 0.07921144499388234 0.025108045644502638 -4902 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.0348761770302112e+19 0.07353056890540126 0.023307350099289918 -4903 GBM_grid_1_AutoML_20190416_022142_model_3 room_count 5.113326103972282e+18 0.03633147479565033 0.01151616824527993 -4904 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 4.341809515000234e+18 0.030849654364739666 0.009778568361766857 -4905 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.4690519883133747e+18 0.010437985804473677 0.0033085802693744127 -4906 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.603365813728051e+17 0.006112908933705566 0.0019376391446970969 -4907 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 5.147528955774894e+17 0.003657449470538005 0.0011593199474624226 -4908 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 5.061138952790999e+17 0.0035960671891777907 0.001139863300480727 -4909 GBM_grid_1_AutoML_20190416_022142_model_3 bathroom_count 3.198694417162568e+17 0.0022727532575293617 0.0007204059026210982 -4910 GBM_grid_1_AutoML_20190416_023844_model_65 exclusive_use_area 9.990967492484268e+19 1.0 0.28863393156091977 -4911 GBM_grid_1_AutoML_20190416_023844_model_65 city 8.07007493907588e+19 0.8077370830349129 0.233140329943916 -4912 GBM_grid_1_AutoML_20190416_023844_model_65 supply_area 2.780754846696656e+19 0.27832688363649327 0.08033458268309968 -4913 GBM_grid_1_AutoML_20190416_023844_model_65 apartment_building_count_in_sites 2.5512093643612094e+19 0.2553515829453317 0.07370313131581539 -4914 GBM_grid_1_AutoML_20190416_023844_model_65 total_household_count_of_area_type 2.252869638499074e+19 0.22549063843854975 0.06508424950270046 -4915 GBM_grid_1_AutoML_20190416_023844_model_65 floor 2.0079041652910457e+19 0.2009719445890998 0.05800732250019519 -4916 GBM_grid_1_AutoML_20190416_023844_model_65 total_household_count_in_sites 1.8084541853775954e+19 0.1810089149762533 0.05224531477717223 -4917 GBM_grid_1_AutoML_20190416_023844_model_65 total_parking_capacity_in_site 1.6839101943249895e+19 0.16854325625538422 0.04864730269107113 -4918 GBM_grid_1_AutoML_20190416_023844_model_65 heat_fuel_gas 1.3299390283880858e+19 0.13311413828425886 0.03842125707932958 -4919 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_district 5.242352693980168e+18 0.05247092133893681 0.015144888318681092 -4920 GBM_grid_1_AutoML_20190416_023844_model_65 room_count 4.796983414521594e+18 0.048013202106103714 0.013858239290713746 -4921 GBM_grid_1_AutoML_20190416_023844_model_65 bathroom_count 2.546347433894347e+18 0.02548649503473856 0.007356267263584451 -4922 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_stairway 2.276744433984602e+18 0.02278802764294138 0.00657739801110109 -4923 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_central 2.0758100583980728e+18 0.020776867304989295 0.005996908895758592 -4924 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_individual 1.5543683181927465e+18 0.015557735718407894 0.0044904904265898205 -4925 GBM_grid_1_AutoML_20190416_023844_model_65 heat_fuel_cogeneration 1.3616110105819873e+18 0.013628419986415358 0.003933624441642481 -4926 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_mixed 8.730912598523904e+17 0.008738805931549428 0.0025223159131709974 -4927 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_corridor 6.585251391046943e+17 0.006591204901828292 0.001902445384538306 -4928 XGBoost_grid_1_AutoML_20190416_022142_model_10 supply_area 7.505464107370115e+20 1.0 0.23939299000041214 -4929 XGBoost_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 6.73700012551561e+20 0.8976127297577908 0.21488219523914948 -4930 XGBoost_grid_1_AutoML_20190416_022142_model_10 city 6.444489922343013e+20 0.8586397629980989 0.20555234019736013 -4931 XGBoost_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 1.9530670783868803e+20 0.26021936158072273 0.062294691024807586 -4932 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 1.5294922744336168e+20 0.20378383702237765 0.04878442205854367 -4933 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 1.1759538982636382e+20 0.15667970447142512 0.0375080229257954 -4934 XGBoost_grid_1_AutoML_20190416_022142_model_10 floor 1.0501493611102523e+20 0.13991797790079905 0.033495383084483875 -4935 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 1.0112559404767458e+20 0.13473596382717043 0.0322548452411737 -4936 XGBoost_grid_1_AutoML_20190416_022142_model_10 bathroom_count 7.46621875505479e+19 0.09947710958637739 0.02381412270048154 -4937 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 6.6917654255005336e+19 0.08915858273080599 0.021343939704126756 -4938 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_district 5.727894829782794e+19 0.07631633098022803 0.01826959465921787 -4939 XGBoost_grid_1_AutoML_20190416_022142_model_10 room_count 5.48265755730038e+19 0.07304888117333867 0.01748739008027036 -4940 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 4.747480542308886e+19 0.06325365726080841 0.015142482140126205 -4941 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.907656960337353e+19 0.03874053514535005 0.0092742125426614 -4942 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 2.453187902744979e+19 0.03268535919499009 0.007824645866926142 -4943 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.6412731125207663e+19 0.02186770983168237 0.005234976441067852 -4944 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_central 1.5556118108681798e+19 0.020726390648389364 0.004961752629234511 -4945 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 7.781561548631179e+18 0.010367861916746688 0.002481993464161394 -4946 GBM_grid_1_AutoML_20190416_022142_model_5 supply_area 6.757654759306638e+19 1.0 0.17261283780291298 -4947 GBM_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 6.086835238521432e+19 0.9007319040882705 0.1554778900642976 -4948 GBM_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.423910651028308e+19 0.802632103032269 0.13854460501611995 -4949 GBM_grid_1_AutoML_20190416_022142_model_5 room_count 3.804024359081738e+19 0.5629207905069193 0.0971673551076584 -4950 GBM_grid_1_AutoML_20190416_022142_model_5 city 3.0460735995487715e+19 0.4507589848909817 0.07780678754719272 -4951 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 2.7998058647688053e+19 0.41431620354871107 0.07151629564227234 -4952 GBM_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.599378968774076e+19 0.3846569647841528 0.06639673027204777 -4953 GBM_grid_1_AutoML_20190416_022142_model_5 floor 2.543594146827233e+19 0.37640190826916636 0.06497180154077255 -4954 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 2.108500903041853e+19 0.3120166652695637 0.05385808203398098 -4955 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 1.2558506363736556e+19 0.18584119507497757 0.032078576062576615 -4956 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_district 1.1211537549501661e+19 0.16590870573938596 0.028637972513883846 -4957 GBM_grid_1_AutoML_20190416_022142_model_5 bathroom_count 5.072979524791042e+18 0.0750701198193728 0.012958066416226639 -4958 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 3.92498218300919e+18 0.058082016954235594 0.010025701771787509 -4959 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 2.9533882877644636e+18 0.043704338161061854 0.007543929834279029 -4960 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 1.2239026767611822e+18 0.018111352538032876 0.003126251958038845 -4961 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_central 1.1878880359544259e+18 0.017578406684929666 0.0030342586619394054 -4962 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.0760923737017549e+18 0.01592405075473501 0.002748695590092428 -4963 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 5.849525554826445e+17 0.008656147381264901 0.0014941621639203882 -4964 GBM_grid_1_AutoML_20190416_020809_model_3 supply_area 4.166770063214899e+21 1.0 0.1931465378744332 -4965 GBM_grid_1_AutoML_20190416_020809_model_3 city 4.0054573170119756e+21 0.9612859016082923 0.1856690438031447 -4966 GBM_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 3.541830312722646e+21 0.8500181817064134 0.1641780689269146 -4967 GBM_grid_1_AutoML_20190416_020809_model_3 room_count 1.5117816929771219e+21 0.36281860290862716 0.07007715702824009 -4968 GBM_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 1.3418605975614563e+21 0.32203855197282827 0.062200631375647505 -4969 GBM_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 1.1507237479886902e+21 0.2761668463896089 0.05334067025585338 -4970 GBM_grid_1_AutoML_20190416_020809_model_3 bathroom_count 9.322823479313627e+20 0.22374221130216482 0.04321503348938301 -4971 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 8.080280342122107e+20 0.19392191600531258 0.03745534669440276 -4972 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 7.546584083030333e+20 0.18111352362956443 0.03498145005128972 -4973 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 7.501489680698961e+20 0.180031284829553 0.03477241937391413 -4974 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_district 6.813875163779941e+20 0.16352894593186768 0.03158504974899562 -4975 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 6.653582905105082e+20 0.15968202718561977 0.030842030711673584 -4976 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 4.054497154091901e+20 0.09730551704510489 0.018794223733343655 -4977 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 3.031111489298461e+20 0.07274487056671869 0.014050419898085472 -4978 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 2.6222066333657753e+20 0.06293139754735097 0.012154981559870435 -4979 GBM_grid_1_AutoML_20190416_020809_model_3 floor 2.5410542309866052e+20 0.06098378822051049 0.011778807561259243 -4980 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_central 3.7928273724691186e+19 0.009102559812342363 0.0017581279135488776 -4981 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.0 0.0 0.0 -4982 DeepLearning_grid_1_AutoML_20190416_023844_model_6 city 1.0 1.0 0.06058052795815492 -4983 DeepLearning_grid_1_AutoML_20190416_023844_model_6 room_count 0.95485919713974 0.95485919713974 0.05784587428842538 -4984 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_district 0.9455762505531311 0.9455762505531311 0.05728350848320126 -4985 DeepLearning_grid_1_AutoML_20190416_023844_model_6 bathroom_count 0.9421885013580322 0.9421885013580322 0.057078276848372356 -4986 DeepLearning_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 0.9285626411437988 0.9285626411437988 0.056252815042710076 -4987 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 0.9248448610305786 0.9248448610305786 0.056027589960618865 -4988 DeepLearning_grid_1_AutoML_20190416_023844_model_6 supply_area 0.9248079657554626 0.9248079657554626 0.05602535482537318 -4989 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 0.9199016094207764 0.9199016094207764 0.05572812516826705 -4990 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_central 0.9199011325836182 0.9199011325836182 0.05572809628122025 -4991 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 0.9176421761512756 0.9176421761512756 0.05559124750791447 -4992 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 0.9161568284034729 0.9161568284034729 0.05550126435715113 -4993 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 0.9156047105789185 0.9156047105789185 0.05546781676784451 -4994 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 0.9052128195762634 0.9052128195762634 0.05483827052442007 -4995 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 0.8975331783294678 0.8975331783294678 0.05437303380315996 -4996 DeepLearning_grid_1_AutoML_20190416_023844_model_6 floor 0.8932026028633118 0.8932026028633118 0.0541106852550576 -4997 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 0.8821535110473633 0.8821535110473633 0.053441325439389314 -4998 DeepLearning_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 0.8639866709709167 0.8639866709709167 0.05234076867622681 -4999 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 0.8548195362091064 0.8548195362091064 0.051785418812492795 -5000 DeepLearning_grid_1_AutoML_20190416_015849_model_5 city 1.0 1.0 0.12292167047630163 -5001 DeepLearning_grid_1_AutoML_20190416_015849_model_5 supply_area 0.5566843152046204 0.5566843152046204 0.06842856595290799 -5002 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 0.5210067629814148 0.5210067629814148 0.06404302163512605 -5003 DeepLearning_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 0.5073556303977966 0.5073556303977966 0.06236500161405425 -5004 DeepLearning_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 0.470718115568161 0.470718115568161 0.05786145708909516 -5005 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 0.45125481486320496 0.45125481486320496 0.055468995653459384 -5006 DeepLearning_grid_1_AutoML_20190416_015849_model_5 floor 0.43693533539772034 0.43693533539772034 0.053708821317210914 -5007 DeepLearning_grid_1_AutoML_20190416_015849_model_5 bathroom_count 0.43297556042671204 0.43297556042671204 0.053222079163064324 -5008 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_central 0.39531174302101135 0.39531174302101135 0.04859237981104119 -5009 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_district 0.39332646131515503 0.39332646131515503 0.04834834566739129 -5010 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 0.39085933566093445 0.39085933566093445 0.04804508246069956 -5011 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 0.387646347284317 0.387646347284317 0.047650136562224804 -5012 DeepLearning_grid_1_AutoML_20190416_015849_model_5 room_count 0.38671767711639404 0.38671767711639404 0.0475359828738622 -5013 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.3857880234718323 0.3857880234718323 0.04742170829490829 -5014 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 0.36729907989501953 0.36729907989501953 0.04514901646510438 -5015 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 0.36065393686294556 0.36065393686294556 0.04433218438304789 -5016 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 0.3498469293117523 0.3498469293117523 0.04300376896200521 -5017 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 0.34088197350502014 0.34088197350502014 0.04190178161849547 -5018 GBM_grid_1_AutoML_20190416_023844_model_27 supply_area 3.6600731653641884e+22 1.0 0.33794439376365887 -5019 GBM_grid_1_AutoML_20190416_023844_model_27 city 1.930438031334841e+22 0.5274315414245979 0.17824253251856786 -5020 GBM_grid_1_AutoML_20190416_023844_model_27 exclusive_use_area 1.6913127663101542e+22 0.46209807561097305 0.1561634540217037 -5021 GBM_grid_1_AutoML_20190416_023844_model_27 apartment_building_count_in_sites 7.069032370905639e+21 0.19313909999944628 0.06527027606137156 -5022 GBM_grid_1_AutoML_20190416_023844_model_27 total_parking_capacity_in_site 5.433172426807298e+21 0.1484443665832205 0.050165941472596794 -5023 GBM_grid_1_AutoML_20190416_023844_model_27 floor 4.90053676542777e+21 0.13389177057448665 0.045247973236737786 -5024 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_district 4.199029065870777e+21 0.11472527668590912 0.03877076407898759 -5025 GBM_grid_1_AutoML_20190416_023844_model_27 total_household_count_in_sites 2.932320738978694e+21 0.08011645140670076 0.027074905601133122 -5026 GBM_grid_1_AutoML_20190416_023844_model_27 heat_fuel_cogeneration 2.9037676358661885e+21 0.07933632757249143 0.02681126712492067 -5027 GBM_grid_1_AutoML_20190416_023844_model_27 total_household_count_of_area_type 2.883977411728639e+21 0.07879562187499808 0.026628538665776726 -5028 GBM_grid_1_AutoML_20190416_023844_model_27 bathroom_count 1.3875548230681992e+21 0.03791057611085032 0.01281166666101236 -5029 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_individual 1.1461511166232814e+21 0.031314978276103286 0.010582721349239871 -5030 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_mixed 8.314320452070041e+20 0.022716268436242425 0.007676835565258486 -5031 GBM_grid_1_AutoML_20190416_023844_model_27 room_count 7.775036914690561e+20 0.02124284560283352 0.00717890057906458 -5032 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_stairway 4.4264874464382865e+20 0.012093986230457876 0.004087094844838125 -5033 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_corridor 3.514414579622284e+20 0.009602033677577013 0.003244953450067 -5034 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_central 2.2719808658279603e+20 0.006207473903330813 0.0020977810050648647 -5035 GBM_grid_1_AutoML_20190416_023844_model_27 heat_fuel_gas 0.0 0.0 0.0 -5036 GBM_grid_1_AutoML_20190416_022142_model_31 supply_area 3.596274047142951e+22 1.0 0.30453304088325084 -5037 GBM_grid_1_AutoML_20190416_022142_model_31 city 2.3533875104798443e+22 0.6543960442473747 0.19928521729662343 -5038 GBM_grid_1_AutoML_20190416_022142_model_31 exclusive_use_area 1.9625309074594646e+22 0.5457122793571839 0.16618741987997332 -5039 GBM_grid_1_AutoML_20190416_022142_model_31 apartment_building_count_in_sites 6.57041070866178e+21 0.18270050120016917 0.055638339201381545 -5040 GBM_grid_1_AutoML_20190416_022142_model_31 total_parking_capacity_in_site 5.895800757879258e+21 0.16394192101581243 0.04992573173518709 -5041 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_in_sites 4.007370220953701e+21 0.11143116927191198 0.03393447282755162 -5042 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_district 3.309272872214535e+21 0.09201948541278651 0.02802297371326782 -5043 GBM_grid_1_AutoML_20190416_022142_model_31 floor 3.2985906153733887e+21 0.09172244862690439 0.02793251619760895 -5044 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_cogeneration 3.2522080428111e+21 0.09043270896985191 0.02753974785789904 -5045 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_of_area_type 3.246614290598929e+21 0.09027716597899962 0.027492379877906717 -5046 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_gas 3.2163810633504375e+21 0.08943648401616339 0.027236364443348496 -5047 GBM_grid_1_AutoML_20190416_022142_model_31 bathroom_count 2.148673856142928e+21 0.05974722248572617 0.018195003347906333 -5048 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_individual 1.5928674561555557e+21 0.04429216003215896 0.013488426181880954 -5049 GBM_grid_1_AutoML_20190416_022142_model_31 room_count 9.958776079007173e+20 0.02769192766863496 0.008433106940848437 -5050 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_stairway 7.250369669164224e+20 0.02016078189292681 0.006139624216436984 -5051 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_corridor 3.9994733701133396e+20 0.011121158503731686 0.0033867602172860346 -5052 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_central 2.8551934991352306e+20 0.007939310135175962 0.002417782257980349 -5053 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_mixed 2.4928263964379316e+19 0.0006931691978308355 0.000211092923662028 -5054 GBM_grid_1_AutoML_20190416_020809_model_10 supply_area 4.46438087444047e+21 1.0 0.28898098981018877 -5055 GBM_grid_1_AutoML_20190416_020809_model_10 city 4.3319671640964297e+21 0.9703399611126065 0.2804098024147011 -5056 GBM_grid_1_AutoML_20190416_020809_model_10 exclusive_use_area 2.812839959389578e+21 0.6300627205652827 0.18207614863145574 -5057 GBM_grid_1_AutoML_20190416_020809_model_10 room_count 6.804704005351266e+20 0.1524221207090471 0.044047095311468505 -5058 GBM_grid_1_AutoML_20190416_020809_model_10 apartment_building_count_in_sites 5.918318193066157e+20 0.1325675017324303 0.03830948786730162 -5059 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_gas 4.38730085202435e+20 0.09827344430092379 0.02839915720613741 -5060 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_cogeneration 4.2738062711336835e+20 0.09573121987871001 0.02766450267628644 -5061 GBM_grid_1_AutoML_20190416_020809_model_10 total_parking_capacity_in_site 3.983471517687339e+20 0.08922786002631541 0.025785155309049602 -5062 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_individual 3.853681998551172e+20 0.08632063676767188 0.02494502305416759 -5063 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_district 3.024497531033202e+20 0.06774730060217518 0.019577681984984982 -5064 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_in_sites 1.91960234248389e+20 0.04299817592791022 0.012425655439680126 -5065 GBM_grid_1_AutoML_20190416_020809_model_10 bathroom_count 1.6582538821392086e+20 0.03714409520104041 0.01073393739680054 -5066 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_stairway 7.571551968995731e+19 0.0169599148951302 0.0049010929934912885 -5067 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_corridor 7.3433333772926845e+19 0.016448716146363833 0.004753366273083054 -5068 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_of_area_type 6.5887719723035e+19 0.01475853462688549 0.004264935944625314 -5069 GBM_grid_1_AutoML_20190416_020809_model_10 floor 4.1677247735593435e+19 0.009335504498329105 0.0026977833303046144 -5070 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_central 4.3541168984057446e+17 9.753013958405721e-05 2.8184356273326724e-05 -5071 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_mixed 0.0 0.0 0.0 -5072 GBM_grid_1_AutoML_20190416_022142_model_39 supply_area 1.586146502214775e+20 1.0 0.3581172884811309 -5073 GBM_grid_1_AutoML_20190416_022142_model_39 city 4.941535548518328e+19 0.3115434508488555 0.11156909586204661 -5074 GBM_grid_1_AutoML_20190416_022142_model_39 exclusive_use_area 4.5379136260547805e+19 0.28609675207922985 0.10245619309787214 -5075 GBM_grid_1_AutoML_20190416_022142_model_39 apartment_building_count_in_sites 3.124926835153332e+19 0.19701375823670264 0.07055403289320501 -5076 GBM_grid_1_AutoML_20190416_022142_model_39 floor 3.0054316915443106e+19 0.18948008190591178 0.06785609315332772 -5077 GBM_grid_1_AutoML_20190416_022142_model_39 total_parking_capacity_in_site 2.87729042829911e+19 0.18140130336519858 0.06496294288808796 -5078 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_of_area_type 2.718357561820368e+19 0.17138124114163852 0.061374585374174416 -5079 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_in_sites 2.361493910644274e+19 0.14888245867244057 0.05331738240217845 -5080 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_district 2.1176418029105316e+19 0.13350858826430073 0.04781173361815511 -5081 GBM_grid_1_AutoML_20190416_022142_model_39 room_count 6.886774038144745e+18 0.0434182720734092 0.015548833865465314 -5082 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_individual 4.912524494414807e+18 0.030971442345050282 0.011091408952959085 -5083 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_stairway 4.907410116078207e+18 0.03093919829742001 0.011079861802052076 -5084 GBM_grid_1_AutoML_20190416_022142_model_39 bathroom_count 3.642533588752138e+18 0.022964673084522647 0.008224046455884858 -5085 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_cogeneration 1.985161509440848e+18 0.012515625175032184 0.004482061751328705 -5086 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_gas 1.7262129146432061e+18 0.0108830610049756 0.003897412297476593 -5087 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_mixed 1.5267430885448745e+18 0.009625485958661738 0.0034470529318291403 -5088 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_corridor 9.800212395547689e+17 0.006178630020533043 0.0022126742294814074 -5089 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_central 8.846292599963648e+17 0.005577222903187917 0.001997299943344518 -5090 GBM_grid_1_AutoML_20190416_023844_model_52 supply_area 8.042342616995463e+19 1.0 0.22874682659665851 -5091 GBM_grid_1_AutoML_20190416_023844_model_52 exclusive_use_area 4.772204160771057e+19 0.5933848367372719 0.13573489835422725 -5092 GBM_grid_1_AutoML_20190416_023844_model_52 apartment_building_count_in_sites 4.1104982719661605e+19 0.5111070825656767 0.11691412318797487 -5093 GBM_grid_1_AutoML_20190416_023844_model_52 total_household_count_in_sites 2.7645990626427666e+19 0.3437554446885269 0.0786329670978237 -5094 GBM_grid_1_AutoML_20190416_023844_model_52 heat_fuel_cogeneration 2.6842344383546655e+19 0.3337627562250597 0.07634717132263653 -5095 GBM_grid_1_AutoML_20190416_023844_model_52 total_household_count_of_area_type 2.0143244335879553e+19 0.25046488685164797 0.057293048041205615 -5096 GBM_grid_1_AutoML_20190416_023844_model_52 floor 1.9475770409075343e+19 0.242165390565657 0.05539456460343442 -5097 GBM_grid_1_AutoML_20190416_023844_model_52 total_parking_capacity_in_site 1.9366632884902298e+19 0.24080835407305085 0.055084146812174904 -5098 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_corridor 1.7780644536440062e+19 0.22108787679432051 0.050573150215693835 -5099 GBM_grid_1_AutoML_20190416_023844_model_52 city 1.6869847586897396e+19 0.20976285630069064 0.04798258771663388 -5100 GBM_grid_1_AutoML_20190416_023844_model_52 bathroom_count 1.2974072281012634e+19 0.16132205377069117 0.03690190786010111 -5101 GBM_grid_1_AutoML_20190416_023844_model_52 room_count 7.376858256481714e+18 0.09172524235528817 0.02098185810758158 -5102 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_district 4.2287283174962627e+18 0.0525808028690535 0.012027691796200465 -5103 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_stairway 2.9227685381983437e+18 0.036342253462589486 0.00831317515093877 -5104 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_mixed 2.0930894333843866e+18 0.02602586749986465 0.00595333460001915 -5105 GBM_grid_1_AutoML_20190416_023844_model_52 heat_fuel_gas 2.032410272865452e+18 0.02527137141074375 0.0057807460139531535 -5106 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_individual 1.4556676332684575e+18 0.018100045006690848 0.004140327856537227 -5107 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_central 1.1241767659634688e+18 0.013978225244816164 0.0031974746662049975 -5108 GBM_grid_1_AutoML_20190416_020809_model_13 exclusive_use_area 4.8956573263377465e+20 1.0 0.219737746189344 -5109 GBM_grid_1_AutoML_20190416_020809_model_13 city 4.525570860365088e+20 0.924405153117711 0.20312670491190124 -5110 GBM_grid_1_AutoML_20190416_020809_model_13 supply_area 3.751294772085229e+20 0.7662494578417376 0.16837392888495017 -5111 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_cogeneration 1.904124033514571e+20 0.3889414447516026 0.0854651164693444 -5112 GBM_grid_1_AutoML_20190416_020809_model_13 apartment_building_count_in_sites 1.4466692301067387e+20 0.2955005086495579 0.0649326157684586 -5113 GBM_grid_1_AutoML_20190416_020809_model_13 room_count 1.3022546230244069e+20 0.2660019965079079 0.058450679194513425 -5114 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_in_sites 1.0731561581363488e+20 0.21920573410294952 0.04816777396356275 -5115 GBM_grid_1_AutoML_20190416_020809_model_13 total_parking_capacity_in_site 7.956420621135931e+19 0.16251996597743543 0.03571177103465053 -5116 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_gas 6.449809975324705e+19 0.13174553579610035 0.02894946710634263 -5117 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_corridor 5.364028169147069e+19 0.10956706753737792 0.02407602047723906 -5118 GBM_grid_1_AutoML_20190416_020809_model_13 bathroom_count 4.259775447232099e+19 0.0870113074359858 0.019119668588971628 -5119 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_individual 3.9607658988863226e+19 0.0809036587911928 0.017777587641248413 -5120 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_of_area_type 2.3513841211291992e+19 0.0480299981062641 0.010554003533348932 -5121 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_district 2.261638463632913e+19 0.04619682941176682 0.01015118717603524 -5122 GBM_grid_1_AutoML_20190416_020809_model_13 floor 6.950336805346476e+18 0.01419694300897027 0.003119604259569691 -5123 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_stairway 4.573295195554054e+18 0.009341534528878394 0.0020526877433256737 -5124 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_central 5.200871762396447e+17 0.0010623439133324757 0.000233437057193646 -5125 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_mixed 0.0 0.0 0.0 -5126 GBM_grid_1_AutoML_20190416_023844_model_39 supply_area 2.999410637447651e+22 1.0 0.23029910882787405 -5127 GBM_grid_1_AutoML_20190416_023844_model_39 exclusive_use_area 2.039041435628955e+22 0.6798140308537672 0.15656056547430747 -5128 GBM_grid_1_AutoML_20190416_023844_model_39 city 1.6978590861385093e+22 0.566064234400163 0.13036408872169034 -5129 GBM_grid_1_AutoML_20190416_023844_model_39 apartment_building_count_in_sites 1.0285710390356506e+22 0.34292438194155145 0.0789751795564888 -5130 GBM_grid_1_AutoML_20190416_023844_model_39 total_parking_capacity_in_site 8.540813795679898e+21 0.2847497334658953 0.06557760985617035 -5131 GBM_grid_1_AutoML_20190416_023844_model_39 total_household_count_in_sites 7.780950703951252e+21 0.2594159868210794 0.0597432705805981 -5132 GBM_grid_1_AutoML_20190416_023844_model_39 floor 6.549530894889384e+21 0.21836059434871874 0.05028825028163483 -5133 GBM_grid_1_AutoML_20190416_023844_model_39 total_household_count_of_area_type 5.034966399555012e+21 0.16786519113766687 0.038659203922225424 -5134 GBM_grid_1_AutoML_20190416_023844_model_39 heat_fuel_gas 4.144306952698505e+21 0.13817070930391526 0.031820591218806926 -5135 GBM_grid_1_AutoML_20190416_023844_model_39 room_count 4.1272543541844435e+21 0.13760217766302688 0.03168965888856988 -5136 GBM_grid_1_AutoML_20190416_023844_model_39 bathroom_count 3.9739160755467096e+21 0.13248989737958367 0.030512305295214606 -5137 GBM_grid_1_AutoML_20190416_023844_model_39 heat_fuel_cogeneration 3.9618250364471267e+21 0.13208678354953232 0.030419468539397587 -5138 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_district 2.894377630643121e+21 0.09649821183224488 0.022223452188449407 -5139 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_individual 2.1803039029633462e+21 0.07269107723171496 0.01674069030620212 -5140 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_stairway 1.1646118640770823e+21 0.03882802339689336 0.008942059185852384 -5141 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_corridor 8.763899321746719e+20 0.029218737882467337 0.006729049295407471 -5142 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_mixed 6.890660833739166e+20 0.02297338266294466 0.005290749554037888 -5143 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_central 6.72649196094756e+20 0.022426045560308704 0.005164698307072396 -5144 GBM_grid_1_AutoML_20190416_015849_model_10 supply_area 2.780485818191572e+21 1.0 0.19815624551150918 -5145 GBM_grid_1_AutoML_20190416_015849_model_10 city 2.7194651394654454e+21 0.9780539507423871 0.19380749878680995 -5146 GBM_grid_1_AutoML_20190416_015849_model_10 exclusive_use_area 2.1080283065559558e+21 0.7581510730117723 0.15023237015853488 -5147 GBM_grid_1_AutoML_20190416_015849_model_10 room_count 9.633253786878508e+20 0.3464593749715284 0.0686530889666222 -5148 GBM_grid_1_AutoML_20190416_015849_model_10 total_parking_capacity_in_site 7.816191371035426e+20 0.2811088378835565 0.05570347189510906 -5149 GBM_grid_1_AutoML_20190416_015849_model_10 bathroom_count 7.333752408890105e+20 0.2637579505318239 0.05226528520119659 -5150 GBM_grid_1_AutoML_20190416_015849_model_10 apartment_building_count_in_sites 7.076966306074182e+20 0.25452265427043397 0.05043525356785309 -5151 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_cogeneration 6.104074085509146e+20 0.21953264589852273 0.04350176487845887 -5152 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_gas 5.972630900884803e+20 0.21480529991587596 0.04256501174730368 -5153 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_in_sites 4.695897350115961e+20 0.16888765694802835 0.033466144014057043 -5154 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_individual 4.458504521351682e+20 0.16034983858509638 0.031774321982399226 -5155 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_district 4.290968855994895e+20 0.15432442877143468 0.03058034939605582 -5156 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_corridor 2.1844847211611737e+20 0.07856485751047501 0.015568117193422422 -5157 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_of_area_type 1.9657019623258404e+20 0.07069634915830403 0.01400892312058027 -5158 GBM_grid_1_AutoML_20190416_015849_model_10 floor 1.4193584168039455e+20 0.05104713742892227 0.010115309097025271 -5159 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_stairway 1.1938677574298763e+20 0.04293737984991299 0.008508309983160286 -5160 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_central 9.240414467085304e+18 0.0033233093319984166 0.0006585344999021678 -5161 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_mixed 0.0 0.0 0.0 -5162 DeepLearning_grid_1_AutoML_20190416_022142_model_9 city 1.0 1.0 0.14313807997536115 -5163 DeepLearning_grid_1_AutoML_20190416_022142_model_9 supply_area 0.5418451428413391 0.5418451428413391 0.07755867339028458 -5164 DeepLearning_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 0.46861523389816284 0.46861523389816284 0.06707668482738781 -5165 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 0.40148860216140747 0.40148860216140747 0.0574683076453755 -5166 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 0.3762429356575012 0.3762429356575012 0.05385469141430807 -5167 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 0.37205055356025696 0.37205055356025696 0.053254601890385445 -5168 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 0.3478339910507202 0.3478339910507202 0.049788289629167044 -5169 DeepLearning_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 0.3417264521121979 0.3417264521121979 0.0489140682321322 -5170 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 0.3324684798717499 0.3324684798717499 0.047588899861169286 -5171 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 0.3296869397163391 0.3296869397163391 0.04719075554394942 -5172 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_district 0.3286779224872589 0.3286779224872589 0.047046326755116816 -5173 DeepLearning_grid_1_AutoML_20190416_022142_model_9 floor 0.3285304605960846 0.3285304605960846 0.04702521934314459 -5174 DeepLearning_grid_1_AutoML_20190416_022142_model_9 room_count 0.3236302137374878 0.3236302137374878 0.04632380741639975 -5175 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 0.32168859243392944 0.32168859243392944 0.04604588747096915 -5176 DeepLearning_grid_1_AutoML_20190416_022142_model_9 bathroom_count 0.3161783516407013 0.3161783516407013 0.045257162183624564 -5177 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 0.3031919598579407 0.3031919598579407 0.0433983149980324 -5178 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_central 0.27992966771125793 0.27992966771125793 0.04006859516433031 -5179 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 0.27247560024261475 0.27247560024261475 0.039001634258861925 -5180 GBM_grid_1_AutoML_20190416_015849_model_12 supply_area 3.3029771214104476e+21 1.0 0.3337044246384953 -5181 GBM_grid_1_AutoML_20190416_015849_model_12 city 1.9971874013769735e+21 0.6046628020614713 0.20177865246222362 -5182 GBM_grid_1_AutoML_20190416_015849_model_12 exclusive_use_area 1.6638645932187263e+21 0.5037469325576853 0.16810258029256928 -5183 GBM_grid_1_AutoML_20190416_015849_model_12 apartment_building_count_in_sites 5.121714805946167e+20 0.155063587111953 0.05174540511957547 -5184 GBM_grid_1_AutoML_20190416_015849_model_12 total_parking_capacity_in_site 4.6628289661645514e+20 0.1411704893727334 0.04710921693206281 -5185 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_district 4.481366974491284e+20 0.1356765974987328 0.04527588090522334 -5186 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_cogeneration 3.0826822790002246e+20 0.09333041573366539 0.03114477268367438 -5187 GBM_grid_1_AutoML_20190416_015849_model_12 floor 2.8676723403839767e+20 0.0868208357180329 0.02897249702991949 -5188 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_in_sites 2.7898446852453407e+20 0.08446454767007325 0.028186193282592552 -5189 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_of_area_type 2.6672545923259905e+20 0.08075304473156662 0.026947648329954114 -5190 GBM_grid_1_AutoML_20190416_015849_model_12 bathroom_count 1.4026016836747788e+20 0.042464771390115945 0.014170682104143876 -5191 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_individual 1.1090518702678868e+20 0.03357734036602397 0.011204907047734951 -5192 GBM_grid_1_AutoML_20190416_015849_model_12 room_count 4.126709031601439e+19 0.012493907405084412 0.0041692721821003295 -5193 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_stairway 3.555022138883493e+19 0.010763084357561086 0.003591688872875511 -5194 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_corridor 2.5001632176277553e+19 0.007569423358767099 0.002525950066782561 -5195 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_central 1.2702462122626384e+19 0.003845761461769417 0.001283347615896662 -5196 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_mixed 8.599349160312832e+17 0.00026035146003798874 8.688043417576923e-05 -5197 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_gas 0.0 0.0 0.0 -5198 GBM_grid_1_AutoML_20190416_021340_model_18 supply_area 2.2251566590272125e+21 1.0 0.23450783334238412 -5199 GBM_grid_1_AutoML_20190416_021340_model_18 city 1.4712522518180429e+21 0.6611904136499048 0.15505433133179392 -5200 GBM_grid_1_AutoML_20190416_021340_model_18 exclusive_use_area 1.2854040355826932e+21 0.5776690060755733 0.13546790700383124 -5201 GBM_grid_1_AutoML_20190416_021340_model_18 room_count 6.178871838445352e+20 0.27768255387225693 0.06511873406556283 -5202 GBM_grid_1_AutoML_20190416_021340_model_18 total_parking_capacity_in_site 5.203702485318726e+20 0.23385780341388032 0.05484148678879828 -5203 GBM_grid_1_AutoML_20190416_021340_model_18 bathroom_count 4.984615733508545e+20 0.22401190106262922 0.0525325455611057 -5204 GBM_grid_1_AutoML_20190416_021340_model_18 apartment_building_count_in_sites 4.9555893302227e+20 0.22270743545711386 0.052226638158286626 -5205 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_in_sites 4.0556811082126905e+20 0.18226496960379146 0.04274256311600064 -5206 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_cogeneration 3.814376832803296e+20 0.17142059716689134 0.04019947283186532 -5207 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_gas 3.7203416725838e+20 0.1671945953778485 0.039208442308615844 -5208 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_district 3.5500658483287346e+20 0.15954228813178223 0.03741391631627062 -5209 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_individual 2.7775795890570343e+20 0.12482624887504902 0.029272733167944962 -5210 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_of_area_type 1.7276348250704786e+20 0.07764104239859503 0.018207432631338703 -5211 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_corridor 1.495066125563299e+20 0.06718925247343743 0.015756406021440236 -5212 GBM_grid_1_AutoML_20190416_021340_model_18 floor 1.2135734687056685e+20 0.05453878780994301 0.012789772962429766 -5213 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_stairway 1.167175573349335e+20 0.05245363595476453 0.012300788518682007 -5214 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_central 1.8828595665943134e+19 0.008461694411293524 0.001984333622797805 -5215 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_mixed 3.555029230733492e+18 0.0015976534579312134 0.00037466225085141673 -5216 GBM_grid_1_AutoML_20190416_023844_model_64 supply_area 3.8635747884513886e+21 1.0 0.39061766175150026 -5217 GBM_grid_1_AutoML_20190416_023844_model_64 city 2.2148269495943965e+21 0.5732584642116249 0.223924880869601 -5218 GBM_grid_1_AutoML_20190416_023844_model_64 exclusive_use_area 1.5778342998619047e+21 0.4083871508267963 0.15952323394532042 -5219 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_district 4.297147583577415e+20 0.11122206295635893 0.04344530216719108 -5220 GBM_grid_1_AutoML_20190416_023844_model_64 total_parking_capacity_in_site 4.153736786630777e+20 0.107510194937774 0.04199538096104126 -5221 GBM_grid_1_AutoML_20190416_023844_model_64 apartment_building_count_in_sites 3.717145876066971e+20 0.0962100148074755 0.037581331021173295 -5222 GBM_grid_1_AutoML_20190416_023844_model_64 heat_fuel_cogeneration 3.02062302797878e+20 0.0781820773085 0.030539300229121297 -5223 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_individual 1.668110783979895e+20 0.04317532014563416 0.01686504260066006 -5224 GBM_grid_1_AutoML_20190416_023844_model_64 total_household_count_in_sites 1.5941366971942883e+20 0.04126066620890379 0.01611714495683114 -5225 GBM_grid_1_AutoML_20190416_023844_model_64 total_household_count_of_area_type 1.2525274064591677e+20 0.032418873065511694 0.01266338439346887 -5226 GBM_grid_1_AutoML_20190416_023844_model_64 floor 1.1039279701605902e+20 0.028572708711640353 0.011161004666847675 -5227 GBM_grid_1_AutoML_20190416_023844_model_64 bathroom_count 5.7909302712078434e+19 0.014988528987500159 0.005854784146191894 -5228 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_stairway 4.366961118363517e+19 0.01130290303015953 0.004415113552644863 -5229 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_corridor 4.142018631506592e+19 0.010720689667733364 0.004187690730373474 -5230 GBM_grid_1_AutoML_20190416_023844_model_64 room_count 5.592774746333774e+18 0.001447564769045273 0.000565444365318315 -5231 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_central 5.373742684231959e+18 0.0013908732141783855 0.0005432996427151546 -5232 GBM_grid_1_AutoML_20190416_023844_model_64 heat_fuel_gas 0.0 0.0 0.0 -5233 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_mixed 0.0 0.0 0.0 -5234 GBM_grid_1_AutoML_20190416_022142_model_25 supply_area 2.492982885969671e+22 1.0 0.2505504995980587 -5235 GBM_grid_1_AutoML_20190416_022142_model_25 city 2.079769063319136e+22 0.834249234129896 0.20902156240054331 -5236 GBM_grid_1_AutoML_20190416_022142_model_25 exclusive_use_area 1.6750528576255051e+22 0.6719070824964674 0.16834665520296394 -5237 GBM_grid_1_AutoML_20190416_022142_model_25 apartment_building_count_in_sites 5.862788809660679e+21 0.23517164288034362 0.05892237261496634 -5238 GBM_grid_1_AutoML_20190416_022142_model_25 total_parking_capacity_in_site 4.4783673660332227e+21 0.17963891333699694 0.045008619483836956 -5239 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_in_sites 3.607983687649091e+21 0.1447255698366228 0.03626106382717958 -5240 GBM_grid_1_AutoML_20190416_022142_model_25 bathroom_count 3.48657283414467e+21 0.1398554660670497 0.03504085689461865 -5241 GBM_grid_1_AutoML_20190416_022142_model_25 room_count 3.3525248800858476e+21 0.1344784554660851 0.033693644202202916 -5242 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_cogeneration 3.1997917726480416e+21 0.12835193497140474 0.032158641431463006 -5243 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_district 3.125536421991957e+21 0.1253733605466067 0.03141235812123985 -5244 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_gas 2.904147345609771e+21 0.11649287132912561 0.029187347111124792 -5245 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_individual 1.9267920578140103e+21 0.07728861953517041 0.019364702237781226 -5246 GBM_grid_1_AutoML_20190416_022142_model_25 floor 1.8041521438237823e+21 0.07236921496643323 0.018132142965359154 -5247 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_of_area_type 1.7100678662208503e+21 0.06859525092791409 0.017186574390043077 -5248 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_stairway 7.079759945218036e+20 0.028398750689635363 0.0071153211732488545 -5249 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_corridor 5.993560676465566e+20 0.024041724113698877 0.006023665987885949 -5250 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_central 2.453232630877997e+20 0.00984055143212019 0.0024655550776381055 -5251 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_mixed 1.0787542776087052e+19 0.00043271627883201963 0.0001084172798455754 -5252 GBM_grid_1_AutoML_20190416_020809_model_6 supply_area 2.863895072860259e+22 1.0 0.3147257805033109 -5253 GBM_grid_1_AutoML_20190416_020809_model_6 city 2.2950782802043716e+22 0.8013835080599538 0.2522160500566503 -5254 GBM_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 1.7706559460552701e+22 0.6182684424561903 0.19458501811259088 -5255 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_district 7.191432890428175e+21 0.2511067168129827 0.07902975743858984 -5256 GBM_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 4.3974936942497403e+21 0.1535493997640713 0.04832595468656225 -5257 GBM_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 3.467063522033878e+21 0.12106112248627936 0.038101056263101195 -5258 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 2.041514221446856e+21 0.07128453276075976 0.022435080210943953 -5259 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 1.1754871423835077e+21 0.041045049224150275 0.012917935152867512 -5260 GBM_grid_1_AutoML_20190416_020809_model_6 floor 1.02696131179134e+21 0.0358589014494055 0.011285720746655452 -5261 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 9.333736264160699e+20 0.03259105528205966 0.01025724531107278 -5262 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 5.617773638527075e+20 0.019615850076924898 0.00617361372569612 -5263 GBM_grid_1_AutoML_20190416_020809_model_6 bathroom_count 4.7476359692725885e+20 0.016577548578031457 0.005217381915052503 -5264 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 3.325317227362019e+20 0.011611169902397727 0.0036543345100886774 -5265 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_central 5.331170363662611e+19 0.0018615103654402426 0.0005858653026781839 -5266 GBM_grid_1_AutoML_20190416_020809_model_6 room_count 2.7328288940605047e+19 0.0009542349927405495 0.00030032235287384066 -5267 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 1.7187760378952548e+19 0.0006001532857063303 0.00018888371126555138 -5268 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 0.0 0.0 0.0 -5269 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 0.0 0.0 0.0 -5270 GBM_grid_1_AutoML_20190416_023844_model_53 supply_area 2.1287972754825236e+22 1.0 0.3728197288464356 -5271 GBM_grid_1_AutoML_20190416_023844_model_53 city 1.4265018963507039e+22 0.6700975770590302 0.2498255969798011 -5272 GBM_grid_1_AutoML_20190416_023844_model_53 exclusive_use_area 9.744802179411452e+21 0.457760928748025 0.1706623053323312 -5273 GBM_grid_1_AutoML_20190416_023844_model_53 apartment_building_count_in_sites 1.8563385896683564e+21 0.08720128548866117 0.03251035961094328 -5274 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_district 1.7885713779629406e+21 0.08401792874136098 0.031323541411593346 -5275 GBM_grid_1_AutoML_20190416_023844_model_53 heat_fuel_cogeneration 1.5198624173460197e+21 0.07139535712725488 0.0266175976850776 -5276 GBM_grid_1_AutoML_20190416_023844_model_53 heat_fuel_gas 1.5001915385985955e+21 0.0704713199268143 0.02627309838656532 -5277 GBM_grid_1_AutoML_20190416_023844_model_53 total_parking_capacity_in_site 1.347724425013781e+21 0.06330919531585266 0.023602917031142222 -5278 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_individual 9.902541600785034e+20 0.04651707193932064 0.01734248214714766 -5279 GBM_grid_1_AutoML_20190416_023844_model_53 bathroom_count 9.377932057628922e+20 0.044052724820888706 0.01642372492267037 -5280 GBM_grid_1_AutoML_20190416_023844_model_53 floor 5.534471471013277e+20 0.025998114215731543 0.009692609892427696 -5281 GBM_grid_1_AutoML_20190416_023844_model_53 total_household_count_in_sites 4.59113447484658e+20 0.021566799843850473 0.008040528469869683 -5282 GBM_grid_1_AutoML_20190416_023844_model_53 room_count 3.569724412545928e+20 0.016768738168066268 0.006251716416915342 -5283 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_corridor 1.973596807656993e+20 0.009270947639716646 0.003456392185188662 -5284 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_stairway 1.4777640346667555e+20 0.0069417790584676425 0.0025880321862897715 -5285 GBM_grid_1_AutoML_20190416_023844_model_53 total_household_count_of_area_type 1.1451823501221875e+20 0.00537948053255853 0.0020055764734831505 -5286 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_central 2.0310183186324783e+19 0.0009540684507744486 0.0003556955411186688 -5287 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_mixed 1.1882290219979899e+19 0.0005581691764090876 0.00020809648099927435 -5288 GBM_grid_1_AutoML_20190416_023844_model_10 supply_area 8.988023490477602e+21 1.0 0.24184233622542825 -5289 GBM_grid_1_AutoML_20190416_023844_model_10 exclusive_use_area 6.415507147678558e+21 0.7137839764744155 0.17262318443084876 -5290 GBM_grid_1_AutoML_20190416_023844_model_10 city 6.400376741780454e+21 0.712100580128808 0.1722160679258337 -5291 GBM_grid_1_AutoML_20190416_023844_model_10 apartment_building_count_in_sites 2.4059253778328416e+21 0.26768125165469464 0.06473665926391813 -5292 GBM_grid_1_AutoML_20190416_023844_model_10 room_count 2.208367098878887e+21 0.2457010822477879 0.05942092374392113 -5293 GBM_grid_1_AutoML_20190416_023844_model_10 total_parking_capacity_in_site 1.6183481191597762e+21 0.18005606247851286 0.04354517880135522 -5294 GBM_grid_1_AutoML_20190416_023844_model_10 bathroom_count 1.5766459125102323e+21 0.17541630973490627 0.042423090158333066 -5295 GBM_grid_1_AutoML_20190416_023844_model_10 total_household_count_in_sites 1.4867360495494077e+21 0.165413013342092 0.04000386958873946 -5296 GBM_grid_1_AutoML_20190416_023844_model_10 heat_fuel_cogeneration 1.2077061052239488e+21 0.13436837437101248 0.03249596157269862 -5297 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_district 1.007387119698416e+21 0.11208105105262535 0.02710594323316841 -5298 GBM_grid_1_AutoML_20190416_023844_model_10 heat_fuel_gas 9.267359538840234e+20 0.10310786958510484 0.024935848063688534 -5299 GBM_grid_1_AutoML_20190416_023844_model_10 floor 8.30908009169113e+20 0.09244613235039072 0.022357388622623632 -5300 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_individual 7.32627643350867e+20 0.08151154078836713 0.019712941453592994 -5301 GBM_grid_1_AutoML_20190416_023844_model_10 total_household_count_of_area_type 6.350355542194226e+20 0.07065352631668283 0.017087013866991352 -5302 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_stairway 2.9368441122231786e+20 0.03267508274021124 0.007902218346251854 -5303 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_corridor 2.885573621137193e+20 0.032104651530943655 0.007764263929946686 -5304 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_central 1.1462133401853205e+20 0.012752674060094312 0.003084136487814626 -5305 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_mixed 2.76124951041991e+19 0.0030721431840329823 0.0007429742848455623 -5306 GBM_grid_1_AutoML_20190416_022142_model_41 supply_area 1.2536818901498953e+22 1.0 0.2686405672781128 -5307 GBM_grid_1_AutoML_20190416_022142_model_41 exclusive_use_area 8.94727098039948e+21 0.7136795267362207 0.19172327291719343 -5308 GBM_grid_1_AutoML_20190416_022142_model_41 city 8.403990498350708e+21 0.6703447313373804 0.180081788898368 -5309 GBM_grid_1_AutoML_20190416_022142_model_41 apartment_building_count_in_sites 2.724779949975696e+21 0.2173422118787973 0.058386935092599894 -5310 GBM_grid_1_AutoML_20190416_022142_model_41 total_parking_capacity_in_site 2.053158137545934e+21 0.16377026370704376 0.04399533654554637 -5311 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_cogeneration 1.9060306042693207e+21 0.15203462850065003 0.04084266884633177 -5312 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_in_sites 1.8075319546066355e+21 0.1441778786794567 0.03873202711740417 -5313 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_gas 1.5063572479634424e+21 0.1201546628214703 0.03227841678147016 -5314 GBM_grid_1_AutoML_20190416_022142_model_41 room_count 1.2905539017565914e+21 0.1029410978890576 0.02765415493314818 -5315 GBM_grid_1_AutoML_20190416_022142_model_41 bathroom_count 1.2535298092199785e+21 0.09998786925685761 0.026860797918092007 -5316 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_district 1.2148649990441193e+21 0.09690376869836295 0.026032283394515257 -5317 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_individual 8.000748180077627e+20 0.06381800872246009 0.017144106065761232 -5318 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_of_area_type 7.900861858779759e+20 0.06302126497045514 0.01693006837224733 -5319 GBM_grid_1_AutoML_20190416_022142_model_41 floor 7.471215639578846e+20 0.0595941897085676 0.016009416929789074 -5320 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_stairway 2.6528298793788716e+20 0.02116031108227693 0.005684517972924212 -5321 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_corridor 2.554093383360866e+20 0.020372738917489572 0.005472944139803285 -5322 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_central 1.639649441709797e+20 0.013078672146358864 0.003513461904642299 -5323 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_mixed 8.043115848547697e+17 6.415595464640579e-05 1.723489205047933e-05 -5324 GBM_grid_1_AutoML_20190416_023844_model_12 supply_area 8.977189518624009e+21 1.0 0.22359275291649927 -5325 GBM_grid_1_AutoML_20190416_023844_model_12 exclusive_use_area 8.016858259632173e+21 0.893025399876037 0.1996740075826407 -5326 GBM_grid_1_AutoML_20190416_023844_model_12 city 7.489182187342287e+21 0.8342457482718045 0.18653130346497765 -5327 GBM_grid_1_AutoML_20190416_023844_model_12 apartment_building_count_in_sites 2.0064569353100088e+21 0.22350613531634023 0.04997435208910811 -5328 GBM_grid_1_AutoML_20190416_023844_model_12 room_count 1.935439532048515e+21 0.21559526264130516 0.04820553828972511 -5329 GBM_grid_1_AutoML_20190416_023844_model_12 total_parking_capacity_in_site 1.8189840455090852e+21 0.2026228856743455 0.045305008811812014 -5330 GBM_grid_1_AutoML_20190416_023844_model_12 bathroom_count 1.7108965285522865e+21 0.19058264560449276 0.0426128983888181 -5331 GBM_grid_1_AutoML_20190416_023844_model_12 total_household_count_in_sites 1.4782076392300515e+21 0.16466263034364745 0.03681737082100802 -5332 GBM_grid_1_AutoML_20190416_023844_model_12 heat_fuel_cogeneration 1.3305613475713605e+21 0.14821580237456145 0.033139979278656 -5333 GBM_grid_1_AutoML_20190416_023844_model_12 heat_fuel_gas 1.2753189279046388e+21 0.1420621593494124 0.03176406929419751 -5334 GBM_grid_1_AutoML_20190416_023844_model_12 heat_type_district 1.1728645696567504e+21 0.13064941619239903 0.029212262633391956 -5335 GBM_grid_1_AutoML_20190416_023844_model_12 heat_type_individual 1.0211553274467294e+21 0.11375000219481257 0.02543367613499598 -5336 GBM_grid_1_AutoML_20190416_023844_model_12 floor 5.797920790215383e+20 0.06458503274534932 0.014440745268734905 -5337 GBM_grid_1_AutoML_20190416_023844_model_12 total_household_count_of_area_type 4.8353101468621446e+20 0.053862181887002016 0.012043193526203986 -5338 GBM_grid_1_AutoML_20190416_023844_model_12 front_door_structure_corridor 3.7213504085315866e+20 0.041453401432723476 0.009268680144095397 -5339 GBM_grid_1_AutoML_20190416_023844_model_12 front_door_structure_stairway 3.477726075626654e+20 0.03873958624145998 0.008661890734574178 -5340 GBM_grid_1_AutoML_20190416_023844_model_12 heat_type_central 1.24617521992225e+20 0.01388157415343571 0.0031038193797812133 -5341 GBM_grid_1_AutoML_20190416_023844_model_12 front_door_structure_mixed 8.770759174792413e+18 0.0009770050143863692 0.0002184512407798723 -5342 GBM_grid_1_AutoML_20190416_023844_model_63 supply_area 1.1576676230741514e+22 1.0 0.23475542402210536 -5343 GBM_grid_1_AutoML_20190416_023844_model_63 city 8.494832043484445e+21 0.7337885135741014 0.17226083364663858 -5344 GBM_grid_1_AutoML_20190416_023844_model_63 exclusive_use_area 8.03472854295358e+21 0.6940445066276969 0.1629307124435979 -5345 GBM_grid_1_AutoML_20190416_023844_model_63 apartment_building_count_in_sites 3.462083666745913e+21 0.29905679296380894 0.07020520423890994 -5346 GBM_grid_1_AutoML_20190416_023844_model_63 total_parking_capacity_in_site 2.6652623476252045e+21 0.23022690576313096 0.0540470148837211 -5347 GBM_grid_1_AutoML_20190416_023844_model_63 floor 2.5956037648137815e+21 0.2242097570217291 0.05263445657952923 -5348 GBM_grid_1_AutoML_20190416_023844_model_63 total_household_count_in_sites 2.171823765602496e+21 0.18760339516408722 0.04404091457973189 -5349 GBM_grid_1_AutoML_20190416_023844_model_63 total_household_count_of_area_type 1.6196740070375718e+21 0.13990837911978365 0.03284425086451029 -5350 GBM_grid_1_AutoML_20190416_023844_model_63 room_count 1.603960525725211e+21 0.13855103950008918 0.03252560802654691 -5351 GBM_grid_1_AutoML_20190416_023844_model_63 bathroom_count 1.5864405380123213e+21 0.1370376528108799 0.032170332292612173 -5352 GBM_grid_1_AutoML_20190416_023844_model_63 heat_fuel_gas 1.2006058989364225e+21 0.10370903314616763 0.02434625805115116 -5353 GBM_grid_1_AutoML_20190416_023844_model_63 heat_fuel_cogeneration 1.1643497405050205e+21 0.10057720517510242 0.023611044447839458 -5354 GBM_grid_1_AutoML_20190416_023844_model_63 heat_type_district 1.0851222751228304e+21 0.09373349081330624 0.022004445380949825 -5355 GBM_grid_1_AutoML_20190416_023844_model_63 heat_type_individual 9.278919012446298e+20 0.08015184002301463 0.018816079190754755 -5356 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_stairway 4.212197731918697e+20 0.03638520805076446 0.008541624944089733 -5357 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_mixed 2.5940550894919195e+20 0.022407598155016934 0.005260305206197947 -5358 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_corridor 2.3374366402090002e+20 0.020190913122386613 0.00473992637143936 -5359 GBM_grid_1_AutoML_20190416_023844_model_63 heat_type_central 2.103511055392215e+20 0.018170250367773134 0.004265564829674398 -5360 GBM_grid_1_AutoML_20190416_020809_model_8 supply_area 1.4834911215753942e+22 1.0 0.4045771451299066 -5361 GBM_grid_1_AutoML_20190416_020809_model_8 city 1.0623079542042458e+22 0.716086492702516 0.2897122288836716 -5362 GBM_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 6.187742100123923e+21 0.4171067834604124 0.1687518716667318 -5363 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_district 2.6053951533536384e+21 0.17562593502998775 0.0710542394052029 -5364 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 9.852116062394762e+20 0.06641169548714455 0.026868654163425643 -5365 GBM_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 6.556736513555688e+20 0.044198016544869906 0.017881507354127843 -5366 GBM_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.7182045537822468e+20 0.018323025424618975 0.00741307731643504 -5367 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 1.2765249074423556e+20 0.008604870557545025 0.0034813339643839534 -5368 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.2456443757083597e+20 0.008396709340501796 0.003397116693465837 -5369 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 9.837129982790966e+19 0.006631067648281184 0.0026827784183048853 -5370 GBM_grid_1_AutoML_20190416_020809_model_8 bathroom_count 6.110387657197696e+19 0.004118924318676586 0.001666422641856319 -5371 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 5.86184261393428e+19 0.003951383684527409 0.0015986395303989908 -5372 GBM_grid_1_AutoML_20190416_020809_model_8 floor 3.323936900464509e+19 0.002240617993678757 0.0009065028312092506 -5373 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_central 3.110154181751603e+17 2.0965101418664194e-05 8.482000879322114e-06 -5374 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 0.0 0.0 0.0 -5375 GBM_grid_1_AutoML_20190416_020809_model_8 room_count 0.0 0.0 0.0 -5376 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 0.0 0.0 0.0 -5377 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 0.0 0.0 0.0 -5378 GBM_grid_1_AutoML_20190416_022142_model_4 supply_area 6.018760849655494e+21 1.0 0.23752867722012636 -5379 GBM_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 4.4714098675588887e+21 0.7429120344289516 0.17646291282882184 -5380 GBM_grid_1_AutoML_20190416_022142_model_4 city 4.3653441853598026e+21 0.725289522943858 0.17227706098647105 -5381 GBM_grid_1_AutoML_20190416_022142_model_4 bathroom_count 1.6431245317722666e+21 0.27300046850446247 0.06484544016433974 -5382 GBM_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 1.3674268289585969e+21 0.22719407916612377 0.05396510909657405 -5383 GBM_grid_1_AutoML_20190416_022142_model_4 room_count 1.3083087803375461e+21 0.2173717834979989 0.051632032199259374 -5384 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.1666897827239045e+21 0.1938421897574954 0.046043078922550607 -5385 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 9.448308542368446e+20 0.15698095967559925 0.03728747970049108 -5386 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 7.6943950375504e+20 0.1278401855423582 0.03036571016745187 -5387 GBM_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 7.55258724059613e+20 0.125484089320951 0.029806069748577673 -5388 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 7.317197458134868e+20 0.12157315502166353 0.0288771106977731 -5389 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_district 5.7709509134781304e+20 0.09588270837856021 0.02277489288944253 -5390 GBM_grid_1_AutoML_20190416_022142_model_4 floor 5.409138052602161e+20 0.08987129058154508 0.021347008771900003 -5391 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 2.06857508497033e+20 0.03436878680914415 0.008163572468436537 -5392 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.715631500610513e+20 0.028504729519344726 0.0067706906972474406 -5393 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 1.6934243564010655e+20 0.02813576413321016 0.006683050837138884 -5394 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 7.643539194289481e+19 0.012699523016813315 0.003016500903510215 -5395 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_central 5.457031019889479e+19 0.00906670186140031 0.002153601699887673 -5396 GBM_grid_1_AutoML_20190416_021340_model_20 exclusive_use_area 9.775805381458736e+19 1.0 0.3021158959528529 -5397 GBM_grid_1_AutoML_20190416_021340_model_20 supply_area 7.807519478846692e+19 0.7986574173883217 0.2412871012136644 -5398 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_in_sites 3.147409868820421e+19 0.3219591374834395 0.09726897328101707 -5399 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_gas 2.9761266280315224e+19 0.304437998906585 0.09197555880175656 -5400 GBM_grid_1_AutoML_20190416_021340_model_20 total_parking_capacity_in_site 2.9058390278119883e+19 0.29724804396406485 0.08980335912243645 -5401 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_individual 2.4350145148541207e+19 0.24908582156028664 0.07525278614983844 -5402 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_of_area_type 1.256085711959674e+19 0.12848923060007178 0.0388186390230334 -5403 GBM_grid_1_AutoML_20190416_021340_model_20 floor 1.0351691968790135e+19 0.10589093752238207 0.03199133546286202 -5404 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_district 3.9023951905176945e+18 0.03991891243988107 0.012060137997238153 -5405 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_stairway 3.5316684569339494e+18 0.03612662403889793 0.01091442738926352 -5406 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_cogeneration 2.078244377141969e+18 0.021259060466605313 0.0064227000999843385 -5407 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_corridor 6.759820852188938e+17 0.00691484802368298 0.0020890855060527974 -5408 GBM_grid_1_AutoML_20190416_021340_model_20 city 0.0 0.0 0.0 -5409 GBM_grid_1_AutoML_20190416_021340_model_20 apartment_building_count_in_sites 0.0 0.0 0.0 -5410 GBM_grid_1_AutoML_20190416_021340_model_20 room_count 0.0 0.0 0.0 -5411 GBM_grid_1_AutoML_20190416_021340_model_20 bathroom_count 0.0 0.0 0.0 -5412 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_central 0.0 0.0 0.0 -5413 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_mixed 0.0 0.0 0.0 -5414 GBM_grid_1_AutoML_20190416_022142_model_28 supply_area 3.876492519557571e+21 1.0 0.2116685011661419 -5415 GBM_grid_1_AutoML_20190416_022142_model_28 exclusive_use_area 3.1096556038059417e+21 0.8021827949150411 0.16979682986093333 -5416 GBM_grid_1_AutoML_20190416_022142_model_28 city 2.2895046534530356e+21 0.5906124265433484 0.12501404709652864 -5417 GBM_grid_1_AutoML_20190416_022142_model_28 apartment_building_count_in_sites 1.506534154986305e+21 0.3886333192662133 0.08226143219230207 -5418 GBM_grid_1_AutoML_20190416_022142_model_28 total_parking_capacity_in_site 1.2201443437073043e+21 0.31475472674111105 0.06662366124424954 -5419 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_in_sites 1.1453650273820727e+21 0.2954642686922545 0.06254047890223974 -5420 GBM_grid_1_AutoML_20190416_022142_model_28 bathroom_count 8.584736276945736e+20 0.2214562838347879 0.046875319673133256 -5421 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_gas 8.45247188907684e+20 0.21804432348141178 0.046153115139095834 -5422 GBM_grid_1_AutoML_20190416_022142_model_28 room_count 7.238518165269822e+20 0.18672854723052484 0.03952455171721633 -5423 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_cogeneration 5.5908322611312145e+20 0.1442239919959733 0.030527676217985314 -5424 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_of_area_type 5.2851240481443755e+20 0.13633778529121407 0.02885841466490255 -5425 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_district 4.1109026283623914e+20 0.10604696404345375 0.0224468019322976 -5426 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_individual 3.7039281630043596e+20 0.09554844087322252 0.02022459526839674 -5427 GBM_grid_1_AutoML_20190416_022142_model_28 floor 3.4449761102426486e+20 0.08886838018807343 0.01881063683547236 -5428 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_corridor 2.6178940848788472e+20 0.06753254576582109 0.01429451274218523 -5429 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_stairway 1.7470706722123494e+20 0.04506833596087385 0.009539547122890301 -5430 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_central 7.82275958961697e+19 0.020179994028493034 0.004271469089552814 -5431 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_mixed 1.0409833044155302e+19 0.0026853742117741502 0.0005684091344764442 -5432 GBM_grid_1_AutoML_20190416_023844_model_48 supply_area 3.197960777924539e+21 1.0 0.21089491667966762 -5433 GBM_grid_1_AutoML_20190416_023844_model_48 exclusive_use_area 2.703496782561673e+21 0.8453814697240376 0.17828665461998586 -5434 GBM_grid_1_AutoML_20190416_023844_model_48 city 1.3789249410197388e+21 0.43118882212015575 0.09093553071423426 -5435 GBM_grid_1_AutoML_20190416_023844_model_48 apartment_building_count_in_sites 1.1180801801458811e+21 0.34962285587239433 0.07373368305851603 -5436 GBM_grid_1_AutoML_20190416_023844_model_48 total_parking_capacity_in_site 9.84813882097384e+20 0.3079505817880992 0.06494521228765635 -5437 GBM_grid_1_AutoML_20190416_023844_model_48 total_household_count_in_sites 8.644720705545102e+20 0.27031978519622385 0.05700906857582327 -5438 GBM_grid_1_AutoML_20190416_023844_model_48 heat_fuel_cogeneration 8.30443012507587e+20 0.25967892359409755 0.05476496495484297 -5439 GBM_grid_1_AutoML_20190416_023844_model_48 room_count 7.889388938729032e+20 0.2467006160047156 0.052027905857137166 -5440 GBM_grid_1_AutoML_20190416_023844_model_48 bathroom_count 6.903436279244621e+20 0.21586994834017065 0.04552587476884444 -5441 GBM_grid_1_AutoML_20190416_023844_model_48 heat_fuel_gas 6.254448573379605e+20 0.19557615016900587 0.04124601589442265 -5442 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_district 4.870641237782587e+20 0.15230459583508743 0.03212026504857121 -5443 GBM_grid_1_AutoML_20190416_023844_model_48 total_household_count_of_area_type 4.726456736493716e+20 0.14779595700861484 0.03116941603892356 -5444 GBM_grid_1_AutoML_20190416_023844_model_48 floor 3.896344808927485e+20 0.12183841765114437 0.025695102938920633 -5445 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_individual 2.7494308599329456e+20 0.0859745022175448 0.018131585481745007 -5446 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_stairway 1.5562911551225174e+20 0.048665110775140366 0.010263224482130021 -5447 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_corridor 1.2607605495279544e+20 0.03942389031882317 0.008314298063976567 -5448 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_central 7.179809609963327e+19 0.02245121222100475 0.004734846530706332 -5449 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_mixed 3.054497727787303e+18 0.0009551392089835627 0.0002014340038960721 -5450 XGBoost_grid_1_AutoML_20190416_020809_model_3 supply_area 5.3662736357737785e+20 1.0 0.291060801385347 -5451 XGBoost_grid_1_AutoML_20190416_020809_model_3 city 5.128557110786282e+20 0.9557017511364346 0.27816731757115015 -5452 XGBoost_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 4.08678092654573e+20 0.7615677477386866 0.22166251896605593 -5453 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 8.646950866969952e+19 0.16113510890174954 0.04690011392825839 -5454 XGBoost_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 8.639504974226653e+19 0.16099635539701468 0.046859728221975226 -5455 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 5.575758924284638e+19 0.10390373847346034 0.030242305387018876 -5456 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 3.4796094950645694e+19 0.06484219276236804 0.01887302058899799 -5457 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 3.39466694416306e+19 0.06325929638646861 0.018412301501318742 -5458 XGBoost_grid_1_AutoML_20190416_020809_model_3 floor 2.367616870997033e+19 0.04412031572921531 0.012841694453519941 -5459 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 1.872829601623415e+19 0.03490000191451971 0.010158022525590253 -5460 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_district 1.6272789683270844e+19 0.030324189163202116 0.008826182799202465 -5461 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 9.603395141251367e+18 0.017895835719653207 0.005208776286022781 -5462 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 6.304931726179172e+18 0.011749180444597372 0.003419725875825559 -5463 XGBoost_grid_1_AutoML_20190416_020809_model_3 bathroom_count 5.766836782859551e+18 0.010746445623673481 0.003127869075270459 -5464 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 4.674793038059405e+18 0.008711432467579215 0.0025355565152279376 -5465 XGBoost_grid_1_AutoML_20190416_020809_model_3 room_count 2.311766902986244e+18 0.0043079556874905875 0.001253877034733574 -5466 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 7.435439823692759e+17 0.0013855871556987089 0.0004032901079269098 -5467 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_central 8.64651992713134e+16 0.00016112707837874865 4.6897776557798204e-05 -5468 GBM_grid_1_AutoML_20190416_023844_model_33 supply_area 2.5185643451630517e+21 1.0 0.3298557050199999 -5469 GBM_grid_1_AutoML_20190416_023844_model_33 exclusive_use_area 1.3890256705590007e+21 0.5515148633095873 0.1819203240659928 -5470 GBM_grid_1_AutoML_20190416_023844_model_33 city 9.27870579515144e+20 0.3684124971026197 0.12152296396996329 -5471 GBM_grid_1_AutoML_20190416_023844_model_33 apartment_building_count_in_sites 3.363989426256017e+20 0.13356773801378627 0.04405808039046412 -5472 GBM_grid_1_AutoML_20190416_023844_model_33 total_household_count_in_sites 3.337285191528035e+20 0.13250744210436202 0.04370833573573116 -5473 GBM_grid_1_AutoML_20190416_023844_model_33 total_parking_capacity_in_site 3.165201594235046e+20 0.1256748353606241 0.04145456142115108 -5474 GBM_grid_1_AutoML_20190416_023844_model_33 heat_fuel_gas 3.0619935163682705e+20 0.12157694212771988 0.04010284795971477 -5475 GBM_grid_1_AutoML_20190416_023844_model_33 bathroom_count 2.942715328393642e+20 0.11684098260364799 0.03854066469195585 -5476 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_district 2.763427203149883e+20 0.10972231892574413 0.03619253286568061 -5477 GBM_grid_1_AutoML_20190416_023844_model_33 heat_fuel_cogeneration 2.5083032100714368e+20 0.09959257999060768 0.03285118068756263 -5478 GBM_grid_1_AutoML_20190416_023844_model_33 room_count 1.754803493510033e+20 0.06967475327283834 0.022982614862906637 -5479 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_individual 1.5399721155821358e+20 0.06114483906435347 0.020168973997906747 -5480 GBM_grid_1_AutoML_20190416_023844_model_33 floor 1.4221122096464082e+20 0.05646519265539514 0.018625365932435484 -5481 GBM_grid_1_AutoML_20190416_023844_model_33 total_household_count_of_area_type 1.2356904529616385e+20 0.049063287000580484 0.016183805124175072 -5482 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_corridor 3.472427705014262e+19 0.013787329720930585 0.004547829365440757 -5483 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_stairway 2.946169993928114e+19 0.011697815065103605 0.003858591035493326 -5484 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_central 2.6155835711442387e+19 0.010385216387929552 0.0034256228734257594 -5485 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_mixed 0.0 0.0 0.0 -5486 GBM_grid_1_AutoML_20190416_022142_model_6 supply_area 1.5789162896723804e+21 1.0 0.20603528815014263 -5487 GBM_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 9.731450554628671e+20 0.6163373332887656 0.1269872400618413 -5488 GBM_grid_1_AutoML_20190416_022142_model_6 city 8.589531906861443e+20 0.5440143953827813 0.11208616271051697 -5489 GBM_grid_1_AutoML_20190416_022142_model_6 room_count 7.12417810391786e+20 0.45120682777907767 0.09296452877677405 -5490 GBM_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 6.031780052490781e+20 0.3820202560417154 0.0787096535327461 -5491 GBM_grid_1_AutoML_20190416_022142_model_6 bathroom_count 5.389839776355157e+20 0.34136323829260956 0.07033287316548362 -5492 GBM_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 5.2841153121965887e+20 0.33466722376352354 0.06895325788252583 -5493 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 3.414597219693709e+20 0.216262080645341 0.04455762010171222 -5494 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 3.086488876216515e+20 0.19548147652950942 0.04027608234477282 -5495 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 2.6609984591248753e+20 0.16853321968557453 0.03472379048078864 -5496 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 2.5835757761089818e+20 0.16362968657730834 0.03371348962387325 -5497 GBM_grid_1_AutoML_20190416_022142_model_6 floor 1.8240730779036418e+20 0.11552690220721774 0.023802618585357458 -5498 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_district 1.5136681030866646e+20 0.09586753350937594 0.019752094890847727 -5499 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 1.3987241899487291e+20 0.08858760905170973 0.018252173557501198 -5500 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 9.181296805492346e+19 0.05814935766732404 0.011980819662732815 -5501 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 7.689470632832847e+19 0.04870093926530066 0.010034112054708819 -5502 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_central 3.80503898841185e+19 0.024099054606633908 0.00496525566002384 -5503 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 1.4352946723662332e+19 0.009090378519459394 0.001872938757650683 -5504 GBM_grid_1_AutoML_20190416_023844_model_5 supply_area 1.423921390059216e+21 1.0 0.24084960385757442 -5505 GBM_grid_1_AutoML_20190416_023844_model_5 city 1.0241118702333539e+21 0.7192193876592897 0.17322370460442718 -5506 GBM_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 9.429206243073977e+20 0.6621999155923803 0.15949058734494403 -5507 GBM_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 3.0127290622569297e+20 0.21157973208981998 0.05095889465812487 -5508 GBM_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 2.927199372146188e+20 0.20557310203932366 0.04951220018994383 -5509 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_district 2.7421068810389343e+20 0.19257431626368782 0.046381447785252466 -5510 GBM_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 2.6540477864187265e+20 0.18639004968584355 0.04489196962982903 -5511 GBM_grid_1_AutoML_20190416_023844_model_5 bathroom_count 2.3712526920672975e+20 0.16652974726144718 0.04010862365842154 -5512 GBM_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 2.353214720028516e+20 0.16526296581096053 0.03980351984789771 -5513 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 2.220445084576425e+20 0.15593874072529273 0.037557783929735765 -5514 GBM_grid_1_AutoML_20190416_023844_model_5 room_count 2.2119542159820875e+20 0.15534243894531988 0.03741416488224974 -5515 GBM_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 1.608259880072606e+20 0.11294583333745158 0.02720295921668884 -5516 GBM_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 1.2964409333023087e+20 0.09104722650794608 0.021928688436769664 -5517 GBM_grid_1_AutoML_20190416_023844_model_5 floor 6.4334553995685134e+19 0.04518125399676009 0.01088188712690812 -5518 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 4.893394971212435e+19 0.034365625837033995 0.008276947369167263 -5519 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 4.499170354729163e+19 0.031597041705666476 0.00761013497788103 -5520 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_central 1.647168803820064e+19 0.011567835242306207 0.002786108535599138 -5521 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 6.626101821431611e+18 0.004653418276942981 0.0011207739485853136 -5522 GBM_grid_1_AutoML_20190416_022142_model_7 supply_area 1.1177721057838713e+21 1.0 0.20363928519757266 -5523 GBM_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 8.639229128749477e+20 0.7728971839649691 0.15739223007384312 -5524 GBM_grid_1_AutoML_20190416_022142_model_7 city 6.090143185224293e+20 0.5448465884692477 0.11095216981821364 -5525 GBM_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 4.0260572742887775e+20 0.36018587809233116 0.07334799475298236 -5526 GBM_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 3.761079897806854e+20 0.33648002829425444 0.068520552445101 -5527 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 3.3432003881636096e+20 0.2990949918023844 0.060907490336811414 -5528 GBM_grid_1_AutoML_20190416_022142_model_7 bathroom_count 3.1440916746691884e+20 0.2812819946391755 0.05728006432726917 -5529 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_district 2.8662190498948474e+20 0.25642248854338917 0.05221769227555854 -5530 GBM_grid_1_AutoML_20190416_022142_model_7 room_count 2.3297302071903833e+20 0.20842622526857477 0.042443767530120816 -5531 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 2.097474120829213e+20 0.18764774232385198 0.03821245211576752 -5532 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 1.671316256199048e+20 0.14952209377482964 0.030448572297550734 -5533 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 1.4869102121912474e+20 0.13302445145099653 0.027089004207280137 -5534 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.2745850170872378e+20 0.11402905927710522 0.023220796122941346 -5535 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 1.1943906851600466e+20 0.10685457965713362 0.021759790221465777 -5536 GBM_grid_1_AutoML_20190416_022142_model_7 floor 7.982032205188694e+19 0.0714101932217306 0.014541920703493767 -5537 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 7.573020036921138e+19 0.06775102006692438 0.01379676929783488 -5538 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_central 2.139024665242868e+19 0.019136500671063112 0.0038969433178381615 -5539 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 1.82511329836689e+18 0.0016328134231681998 0.0003325049583549739 -5540 GBM_grid_1_AutoML_20190416_020809_model_12 supply_area 1.295473802874517e+21 1.0 0.35971452031320317 -5541 GBM_grid_1_AutoML_20190416_020809_model_12 exclusive_use_area 5.5630264037131315e+20 0.42942021609154696 0.15446868704416286 -5542 GBM_grid_1_AutoML_20190416_020809_model_12 city 5.0762858002362296e+20 0.39184781575455235 0.1409533490799252 -5543 GBM_grid_1_AutoML_20190416_020809_model_12 apartment_building_count_in_sites 2.087310763107633e+20 0.16112334795779854 0.057958407821896825 -5544 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_gas 1.971062301413574e+20 0.15214991588714483 0.05473053400903851 -5545 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_cogeneration 1.880856432330366e+20 0.14518675932751 0.05222578548732373 -5546 GBM_grid_1_AutoML_20190416_020809_model_12 room_count 1.657565675821151e+20 0.12795053610062906 0.04602566571725497 -5547 GBM_grid_1_AutoML_20190416_020809_model_12 bathroom_count 1.471723229822824e+20 0.11360501667862588 0.040865374079725354 -5548 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_individual 1.3394676380469507e+20 0.10339596486434663 0.03719302990349926 -5549 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_district 6.366503497725326e+19 0.049144208733505376 0.017677885470744815 -5550 GBM_grid_1_AutoML_20190416_020809_model_12 total_parking_capacity_in_site 6.343840364053607e+19 0.04896926784607537 0.01761495669333977 -5551 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_in_sites 2.8739571488483443e+19 0.022184602594597765 0.007980123680654778 -5552 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_corridor 2.3950466074774864e+19 0.018487804247088097 0.006650331636385696 -5553 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_of_area_type 1.202526081645124e+19 0.009282519484198353 0.0033390570435563724 -5554 GBM_grid_1_AutoML_20190416_020809_model_12 floor 5.712883197528769e+18 0.004409879369889608 0.0015862976421789309 -5555 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_stairway 3.6589963014769213e+18 0.002824446386610059 0.0010159943771097973 -5556 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_central 0.0 0.0 0.0 -5557 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_mixed 0.0 0.0 0.0 -5558 GBM_grid_1_AutoML_20190416_015849_model_14 supply_area 9.754002505684589e+19 1.0 0.39374702786906185 -5559 GBM_grid_1_AutoML_20190416_015849_model_14 city 5.797444657700091e+19 0.5943657133901048 0.23402973311462844 -5560 GBM_grid_1_AutoML_20190416_015849_model_14 exclusive_use_area 5.290487553825597e+19 0.5423914491248413 0.2135650210344997 -5561 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_individual 1.7658876922198753e+19 0.18104236606364657 0.07128489355594354 -5562 GBM_grid_1_AutoML_20190416_015849_model_14 apartment_building_count_in_sites 1.5402566911816368e+19 0.15791022098712626 0.06217668018382772 -5563 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_of_area_type 6.241777427547161e+18 0.06399196046863306 0.025196644242038765 -5564 GBM_grid_1_AutoML_20190416_015849_model_14 floor 0.0 0.0 0.0 -5565 GBM_grid_1_AutoML_20190416_015849_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -5566 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_in_sites 0.0 0.0 0.0 -5567 GBM_grid_1_AutoML_20190416_015849_model_14 room_count 0.0 0.0 0.0 -5568 GBM_grid_1_AutoML_20190416_015849_model_14 bathroom_count 0.0 0.0 0.0 -5569 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_cogeneration 0.0 0.0 0.0 -5570 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_gas 0.0 0.0 0.0 -5571 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_central 0.0 0.0 0.0 -5572 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_district 0.0 0.0 0.0 -5573 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_corridor 0.0 0.0 0.0 -5574 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_mixed 0.0 0.0 0.0 -5575 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_stairway 0.0 0.0 0.0 -5576 GBM_grid_1_AutoML_20190416_020809_model_14 supply_area 9.722319858227898e+19 1.0 0.31571231746720185 -5577 GBM_grid_1_AutoML_20190416_020809_model_14 city 8.526192824305268e+19 0.8769710263224512 0.2768705550718515 -5578 GBM_grid_1_AutoML_20190416_020809_model_14 exclusive_use_area 6.72710988648237e+19 0.6919243539173715 0.21844904128724973 -5579 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_district 2.6720617451235574e+19 0.27483787656525405 0.08676970293818112 -5580 GBM_grid_1_AutoML_20190416_020809_model_14 apartment_building_count_in_sites 1.6793802064185524e+19 0.17273451510621823 0.05453441407075754 -5581 GBM_grid_1_AutoML_20190416_020809_model_14 floor 9.535666324491993e+18 0.09808015436173968 0.03096511283108572 -5582 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_in_sites 4.624045078879404e+18 0.04756112889009841 0.015015634223249256 -5583 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_cogeneration 5.18346065217323e+17 0.005331505985977741 0.0016832221104232914 -5584 GBM_grid_1_AutoML_20190416_020809_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -5585 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_of_area_type 0.0 0.0 0.0 -5586 GBM_grid_1_AutoML_20190416_020809_model_14 room_count 0.0 0.0 0.0 -5587 GBM_grid_1_AutoML_20190416_020809_model_14 bathroom_count 0.0 0.0 0.0 -5588 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_gas 0.0 0.0 0.0 -5589 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_central 0.0 0.0 0.0 -5590 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_individual 0.0 0.0 0.0 -5591 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_corridor 0.0 0.0 0.0 -5592 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_mixed 0.0 0.0 0.0 -5593 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_stairway 0.0 0.0 0.0 -5594 GBM_grid_1_AutoML_20190416_023844_model_66 supply_area 2.244380133299155e+20 1.0 0.22098364209646085 -5595 GBM_grid_1_AutoML_20190416_023844_model_66 room_count 1.7296442045604718e+20 0.770655638453705 0.17030228978767306 -5596 GBM_grid_1_AutoML_20190416_023844_model_66 exclusive_use_area 1.7066665226022787e+20 0.7604177640324871 0.16803988701074615 -5597 GBM_grid_1_AutoML_20190416_023844_model_66 total_parking_capacity_in_site 7.4245551808458e+19 0.33080649176536686 0.07310282337946367 -5598 GBM_grid_1_AutoML_20190416_023844_model_66 city 7.23974926644921e+19 0.3225723289488866 0.07128320809066259 -5599 GBM_grid_1_AutoML_20190416_023844_model_66 apartment_building_count_in_sites 5.796709744128085e+19 0.2582766465503835 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GBM_grid_1_AutoML_20190416_023844_model_66 front_door_structure_corridor 1.1525376650975904e+19 0.05135215946700628 0.0113479872285373 -5608 GBM_grid_1_AutoML_20190416_023844_model_66 floor 8.296276476697772e+18 0.03696466723086946 0.008168586793561233 -5609 GBM_grid_1_AutoML_20190416_023844_model_66 heat_type_central 3.0143617050827817e+18 0.013430709265153681 0.002967967049352342 -5610 GBM_grid_1_AutoML_20190416_023844_model_66 bathroom_count 0.0 0.0 0.0 -5611 GBM_grid_1_AutoML_20190416_023844_model_66 front_door_structure_mixed 0.0 0.0 0.0 -5612 GLM_grid_1_AutoML_20190416_020809_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5613 GLM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5614 GLM_grid_1_AutoML_20190416_020809_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5615 GLM_grid_1_AutoML_20190416_020809_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5616 GLM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5617 GLM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5618 GLM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5619 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5620 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5621 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5622 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5623 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5624 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5625 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5626 GLM_grid_1_AutoML_20190416_020809_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5627 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5628 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5629 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5630 GLM_grid_1_AutoML_20190416_023844_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5631 GLM_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5632 GLM_grid_1_AutoML_20190416_023844_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5633 GLM_grid_1_AutoML_20190416_023844_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5634 GLM_grid_1_AutoML_20190416_023844_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5635 GLM_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5636 GLM_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5637 GLM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5638 GLM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5639 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5640 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5641 GLM_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5642 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5643 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5644 GLM_grid_1_AutoML_20190416_023844_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5645 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5646 GLM_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5647 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5648 GLM_grid_1_AutoML_20190416_022142_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5649 GLM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5650 GLM_grid_1_AutoML_20190416_022142_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5651 GLM_grid_1_AutoML_20190416_022142_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5652 GLM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5653 GLM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5654 GLM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5655 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5656 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5657 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5658 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5659 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5660 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5661 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5662 GLM_grid_1_AutoML_20190416_022142_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5663 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5664 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5665 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5666 GLM_grid_1_AutoML_20190416_021340_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5667 GLM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5668 GLM_grid_1_AutoML_20190416_021340_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5669 GLM_grid_1_AutoML_20190416_021340_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5670 GLM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5671 GLM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5672 GLM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5673 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5674 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5675 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5676 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5677 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5678 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5679 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5680 GLM_grid_1_AutoML_20190416_021340_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5681 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5682 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5683 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5684 GLM_grid_1_AutoML_20190416_015849_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5685 GLM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5686 GLM_grid_1_AutoML_20190416_015849_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5687 GLM_grid_1_AutoML_20190416_015849_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5688 GLM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5689 GLM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5690 GLM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5691 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5692 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5693 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5694 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5695 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5696 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5697 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5698 GLM_grid_1_AutoML_20190416_015849_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5699 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5700 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5701 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5702 GLM_grid_1_AutoML_20190416_023643_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -5703 GLM_grid_1_AutoML_20190416_023643_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -5704 GLM_grid_1_AutoML_20190416_023643_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -5705 GLM_grid_1_AutoML_20190416_023643_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -5706 GLM_grid_1_AutoML_20190416_023643_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -5707 GLM_grid_1_AutoML_20190416_023643_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -5708 GLM_grid_1_AutoML_20190416_023643_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -5709 GLM_grid_1_AutoML_20190416_023643_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -5710 GLM_grid_1_AutoML_20190416_023643_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -5711 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -5712 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -5713 GLM_grid_1_AutoML_20190416_023643_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -5714 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -5715 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -5716 GLM_grid_1_AutoML_20190416_023643_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -5717 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -5718 GLM_grid_1_AutoML_20190416_023643_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -5719 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -5720 XGBoost_grid_1_AutoML_20190416_015849_model_2 supply_area 4.933924201265281e+20 1.0 0.2917664813628233 -5721 XGBoost_grid_1_AutoML_20190416_015849_model_2 city 4.318859155905991e+20 0.8753395836114467 0.2553947503079107 -5722 XGBoost_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 4.080034675041417e+20 0.8269350133095097 0.24127191914903512 -5723 XGBoost_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 8.116474329768028e+19 0.16450342564416773 0.04799658567232965 -5724 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 6.831497080618772e+19 0.13845970878245084 0.04039790204197689 -5725 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 6.3661424181067645e+19 0.1290279736456875 0.037646037867977336 -5726 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 3.721253123742761e+19 0.07542177325684216 0.022005545401293524 -5727 XGBoost_grid_1_AutoML_20190416_015849_model_2 bathroom_count 2.4492344987361477e+19 0.04964069975189431 0.014483492298998578 -5728 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.866385803777671e+19 0.037827614037910136 0.011036829846191983 -5729 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 1.7386246417021927e+19 0.035238170891566 0.010281317130694075 -5730 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 1.1003572621689225e+19 0.022301867991541928 0.006506937551710364 -5731 XGBoost_grid_1_AutoML_20190416_015849_model_2 floor 1.058001105585596e+19 0.021443400069143272 0.006256465386629255 -5732 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_district 1.0114161173306802e+19 0.02049922285128149 0.005980986121990783 -5733 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 5.191425514404839e+18 0.010521899613037271 0.003069937627348737 -5734 XGBoost_grid_1_AutoML_20190416_015849_model_2 room_count 3.9228153204687503e+18 0.007950700417048895 0.0023197478850522876 -5735 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_central 3.12812047662737e+18 0.006340025401738394 0.0018498069032161315 -5736 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.1244616612207657e+18 0.004305825494189712 0.0012562955538020718 -5737 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 8.099496743235748e+17 0.0016415932658954654 0.00047896189101922555 -5738 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 1.3056054067002868e+20 1.0 0.19320784828412976 -5739 GBM_grid_1_AutoML_20190416_015849_model_4 supply_area 1.0296593022196698e+20 0.7886450967003671 0.15237242219330738 -5740 GBM_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.673413912827265e+19 0.6643212312323339 0.12835207565586304 -5741 GBM_grid_1_AutoML_20190416_015849_model_4 floor 8.23772231481405e+19 0.6309503830589674 0.12190456588487054 -5742 GBM_grid_1_AutoML_20190416_015849_model_4 city 5.286245637965637e+19 0.40488846100337433 0.07822762834553473 -5743 GBM_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 4.382566706798867e+19 0.3356731432259551 0.0648546857294573 -5744 GBM_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 3.908273014753041e+19 0.2993456518099591 0.057835929279412515 -5745 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 2.9949073861455643e+19 0.2293884025583751 0.044319639679637424 -5746 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 1.8354990927883272e+19 0.14058605175565747 0.027162328558471883 -5747 GBM_grid_1_AutoML_20190416_015849_model_4 room_count 1.7989867305554674e+19 0.13778946696476424 0.02662200642847928 -5748 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 1.7588279479602512e+19 0.13471359255515136 0.026027723352205757 -5749 GBM_grid_1_AutoML_20190416_015849_model_4 bathroom_count 9.255008284920775e+18 0.07088671843287904 0.013695870340339518 -5750 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 8.828955775494783e+18 0.06762346211332401 0.013065383608438704 -5751 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_central 8.757136775480082e+18 0.06707338013873866 0.012959103453749182 -5752 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.315631729637327e+18 0.06369176848504161 0.012305749542405839 -5753 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 6.827814926128513e+18 0.05229616001196522 0.010104028549434351 -5754 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 5.869667508335673e+18 0.04495743873465061 0.008686130002287434 -5755 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_district 5.606631891378635e+18 0.04294277476644738 0.008296881111975322 -5756 XGBoost_grid_1_AutoML_20190416_021340_model_2 supply_area 4.975218339567339e+20 1.0 0.27265847257280296 -5757 XGBoost_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 4.535151916728598e+20 0.9115483195302319 0.24854137247941835 -5758 XGBoost_grid_1_AutoML_20190416_021340_model_2 city 4.4973164022028724e+20 0.9039435247366397 0.24646786074676794 -5759 XGBoost_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 1.1001703671824332e+20 0.22113006748526087 0.06029298644045207 -5760 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 8.64608269258866e+19 0.17378298001169837 0.04738340188913963 -5761 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 6.948710297795507e+19 0.13966643920997826 0.03808123798467491 -5762 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 4.795363394089229e+19 0.09638498386999934 0.026280182480948273 -5763 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 3.7283027524954096e+19 0.0749374700371368 0.02043233611879591 -5764 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 3.041983416293445e+19 0.061142711910769844 0.016671078438549432 -5765 XGBoost_grid_1_AutoML_20190416_021340_model_2 floor 1.9605022398966923e+19 0.039405350802497324 0.010744202761004396 -5766 XGBoost_grid_1_AutoML_20190416_021340_model_2 bathroom_count 9.058068709955863e+18 0.01820637425682022 0.004964122195953402 -5767 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 6.729286589651878e+18 0.013525610597096083 0.0036878723260187355 -5768 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 3.1249772477614653e+18 0.006281085641827779 0.001712591217199726 -5769 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.8678899356844687e+18 0.0037543878644065833 0.0010236656605549666 -5770 XGBoost_grid_1_AutoML_20190416_021340_model_2 room_count 9.728950298172457e+17 0.0019554820782033294 0.0005331787565864102 -5771 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_district 8.698297647670231e+17 0.0017483248078770074 0.000476695571676884 -5772 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 8.894052636295168e+16 0.00017876708174919263 4.874235945603226e-05 -5773 XGBoost_grid_1_AutoML_20190416_021340_model_13 city 1.5938508241710665e+20 1.0 0.5436907761741018 -5774 XGBoost_grid_1_AutoML_20190416_021340_model_13 supply_area 8.691876032471577e+19 0.545338114499647 0.29649530274963426 -5775 XGBoost_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 4.409797651577019e+19 0.2766756828620066 0.150426016763744 -5776 XGBoost_grid_1_AutoML_20190416_021340_model_13 bathroom_count 1.9094499633859133e+18 0.011980104627288343 0.0065134723834573485 -5777 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 3.9575271774355456e+17 0.0024829972274813014 0.0013499826898474517 -5778 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 3.4796306331756134e+17 0.0021831595406585857 0.001186963705172562 -5779 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 9.89352073185198e+16 0.0006207306594704323 0.0003374855340425414 -5780 XGBoost_grid_1_AutoML_20190416_022142_model_19 city 6.601075859262034e+20 1.0 0.28864495123773165 -5781 XGBoost_grid_1_AutoML_20190416_022142_model_19 supply_area 5.70130450445945e+20 0.8636932260761545 0.24930068912511072 -5782 XGBoost_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 5.6597169284941716e+20 0.8573931051789031 0.24748219103593178 -5783 XGBoost_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.3204327168250321e+20 0.2000329559873668 0.05773850282691281 -5784 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 8.161887678432385e+19 0.12364480961054797 0.03568945004083523 -5785 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 6.161707142521815e+19 0.09334398322170867 0.02694326948536574 -5786 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 6.1484149265513054e+19 0.09314261883423751 0.02688514667156311 -5787 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 3.967835758652922e+19 0.06010892532140216 0.017350137818348578 -5788 XGBoost_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.126072306367149e+19 0.04735701229642629 0.013669362505066623 -5789 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 3.0431176724886585e+19 0.04610032875502908 0.013306627145538766 -5790 XGBoost_grid_1_AutoML_20190416_022142_model_19 floor 1.785504079171027e+19 0.027048682930461535 0.0078074657655079335 -5791 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 1.3534768235597005e+19 0.02050388228247103 0.00591834210160804 -5792 XGBoost_grid_1_AutoML_20190416_022142_model_19 room_count 6.916839084094652e+18 0.01047835115300117 0.0030245231576098517 -5793 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_district 4.417273121183105e+18 0.006691747247511458 0.0019315390579531695 -5794 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 4.331478228867744e+18 0.006561776172879765 0.001894023563453789 -5795 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 4.198788615871922e+18 0.0063607640714817126 0.0018360024352475541 -5796 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.1670129830673777e+18 0.0017679133037532516 0.0005102992493543943 -5797 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 1.5431391433772237e+17 0.00023377085436944797 6.747677686027217e-05 -5798 XGBoost_grid_1_AutoML_20190416_023844_model_10 city 4.988849820845715e+20 1.0 0.29489645315528545 -5799 XGBoost_grid_1_AutoML_20190416_023844_model_10 supply_area 4.405573503824964e+20 0.8830840097483885 0.2604183423129473 -5800 XGBoost_grid_1_AutoML_20190416_023844_model_10 exclusive_use_area 4.0170472602842694e+20 0.8052050882548506 0.23745212458894405 -5801 XGBoost_grid_1_AutoML_20190416_023844_model_10 apartment_building_count_in_sites 8.744621804279248e+19 0.17528332417905598 0.0516904305976717 -5802 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_parking_capacity_in_site 6.4995949822211e+19 0.130282434140687 0.03841982773652567 -5803 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_fuel_cogeneration 3.919955545700486e+19 0.07857433449532003 0.023171292551706874 -5804 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_individual 3.4417020724783874e+19 0.06898788690927053 0.02034428316022183 -5805 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_household_count_in_sites 3.42024158462513e+19 0.06855771785981177 0.020217427833279258 -5806 XGBoost_grid_1_AutoML_20190416_023844_model_10 bathroom_count 2.2116944673551417e+19 0.044332752974716984 0.013073571610853471 -5807 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_household_count_of_area_type 1.6600574990231798e+19 0.03327535521487727 0.009812784230349538 -5808 XGBoost_grid_1_AutoML_20190416_023844_model_10 floor 1.405277235269809e+19 0.028168361160079678 0.0083067497973046 -5809 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_fuel_gas 1.3947230231547871e+19 0.02795680514027484 0.008244362677420505 -5810 XGBoost_grid_1_AutoML_20190416_023844_model_10 room_count 1.1606677839268545e+19 0.023265237992874613 0.006860836165912316 -5811 XGBoost_grid_1_AutoML_20190416_023844_model_10 front_door_structure_corridor 5.222440538401145e+18 0.010468225594964554 0.003087042598784425 -5812 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_district 2.896653487771222e+18 0.005806255132531086 0.0017122440446980891 -5813 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_central 2.176102698720428e+18 0.004361932663572408 0.0012863184713896901 -5814 XGBoost_grid_1_AutoML_20190416_023844_model_10 front_door_structure_stairway 1.701724866547286e+18 0.0034110565113359293 0.0010059084667052073 diff --git a/DS/result/1500/leaderboard.csv b/DS/result/1500/leaderboard.csv deleted file mode 100644 index a8f5d99..0000000 --- a/DS/result/1500/leaderboard.csv +++ /dev/null @@ -1,327 +0,0 @@ - model_id mean_residual_deviance rmse mse mae rmsle system_date runtime -0 GBM_1_AutoML_20190416_015849 25146739460939084 158577235.00218776 25146739460939084 96028946.2887346 0.3325625379269681 2019-04-16 1500 -1 XGBoost_grid_1_AutoML_20190416_021340_model_7 25287291314391604 159019782.77683443 25287291314391604 94756821.10638298 0.3265109694820456 2019-04-16 1500 -2 XGBoost_1_AutoML_20190416_023643 25390018062395390 159342455.30427662 25390018062395390 95017086.1643897 0.32542248561132664 2019-04-16 1500 -3 XGBoost_1_AutoML_20190416_015849 25430683883193010 159470009.35346118 25430683883193010 94624321.24165732 0.3254745865205184 2019-04-16 1500 -4 XGBoost_grid_1_AutoML_20190416_023643_model_1 25436478336570268 159488176.16541442 25436478336570268 93492665.80694291 0.3256016072894893 2019-04-16 1500 -5 XGBoost_1_AutoML_20190416_021340 25444619375119092 159513696.5126164 25444619375119092 94909111.0844345 0.3247477245623427 2019-04-16 1500 -6 XGBoost_grid_1_AutoML_20190416_022142_model_9 25445077879451860 159515133.70038548 25445077879451860 93976353.33303472 0.32974511411594026 2019-04-16 1500 -7 GBM_grid_1_AutoML_20190416_023844_model_54 25498712284597024 159683162.18248254 25498712284597024 94706721.71116844 0.3302337330210292 2019-04-16 1500 -8 XGBoost_grid_1_AutoML_20190416_022142_model_3 25605051932525788 160015786.51034963 25605051932525788 93655971.06203808 0.3230117653534213 2019-04-16 1500 -9 XGBoost_grid_1_AutoML_20190416_020809_model_4 25650591781436650 160158021.2834707 25650591781436650 94959937.13863382 0.3256110044640297 2019-04-16 1500 -10 XGBoost_grid_1_AutoML_20190416_022142_model_14 25668110357786624 160212703.48441982 25668110357786624 95048095.65778276 0.32606671705433715 2019-04-16 1500 -11 XGBoost_grid_1_AutoML_20190416_022142_model_16 25781216032985580 160565301.4601398 25781216032985580 93900215.69540872 0.3268410911874458 2019-04-16 1500 -12 XGBoost_grid_1_AutoML_20190416_023844_model_6 25899491263707040 160933188.81979266 25899491263707040 94963875.85397536 0.3268196866884665 2019-04-16 1500 -13 XGBoost_1_AutoML_20190416_022142 25937422774155144 161050994.32836527 25937422774155144 94928749.03740202 0.3254774090437719 2019-04-16 1500 -14 GBM_1_AutoML_20190416_020809 25964562050560844 161135229.07967967 25964562050560844 97608203.53054428 0.334991125349722 2019-04-16 1500 -15 XGBoost_grid_1_AutoML_20190416_023844_model_1 25985749054649596 161200958.60338297 25985749054649596 95320924.59216124 0.3255264177462727 2019-04-16 1500 -16 GBM_grid_1_AutoML_20190416_021340_model_9 25998652512830424 161240976.53149593 25998652512830424 95539592.52258098 0.32993690143952065 2019-04-16 1500 -17 GBM_grid_1_AutoML_20190416_023844_model_36 26074913780101628 161477285.64755362 26074913780101628 97672330.57122529 0.3339226827371736 2019-04-16 1500 -18 XGBoost_grid_1_AutoML_20190416_023844_model_3 26075074113524544 161477782.10492158 26075074113524544 94100806.25487122 0.3250469935194902 2019-04-16 1500 -19 XGBoost_1_AutoML_20190416_020809 26088676862485030 161519896.18150768 26088676862485030 95505214.75117579 0.3253468369950239 2019-04-16 1500 -20 XGBoost_grid_1_AutoML_20190416_022142_model_6 26096871388238400 161545261.11352938 26096871388238400 95137034.78701007 0.3340204303048377 2019-04-16 1500 -21 XGBoost_grid_1_AutoML_20190416_023844_model_12 26124760363642532 161631557.44978312 26124760363642532 94286085.69406494 0.3273746286909312 2019-04-16 1500 -22 XGBoost_grid_1_AutoML_20190416_021340_model_6 26163254415399372 161750593.24589622 26163254415399372 94258641.51847704 0.32168225280342155 2019-04-16 1500 -23 GBM_1_AutoML_20190416_022142 26185054804729228 161817968.1145738 26185054804729228 96979410.08741993 0.3323503737004983 2019-04-16 1500 -24 XGBoost_2_AutoML_20190416_021340 26203618972139588 161875319.21864924 26203618972139588 95122340.0206047 0.325948763409034 2019-04-16 1500 -25 XGBoost_grid_1_AutoML_20190416_020809_model_7 26209289749989464 161892834.15268713 26209289749989464 94906747.54580069 0.3272081282103748 2019-04-16 1500 -26 GBM_1_AutoML_20190416_023643 26222466048864400 161933523.54859817 26222466048864400 97272612.9104713 0.3321645600514707 2019-04-16 1500 -27 XGBoost_grid_1_AutoML_20190416_021340_model_8 26235333407713864 161973249.04969296 26235333407713864 95147860.00985442 0.32372215750963346 2019-04-16 1500 -28 XGBoost_grid_1_AutoML_20190416_022142_model_1 26278270712274140 162105739.2946781 26278270712274140 93395943.42665172 0.3224053100418281 2019-04-16 1500 -29 GBM_grid_1_AutoML_20190416_022142_model_19 26309762802019320 162202844.61753228 26309762802019320 96519483.71982668 0.33907219338637506 2019-04-16 1500 -30 XGBoost_2_AutoML_20190416_015849 26397458426429430 162472946.7524653 26397458426429430 94996162.43673012 0.3265386957777082 2019-04-16 1500 -31 XGBoost_2_AutoML_20190416_023844 26420210927983480 162542951.02520895 26420210927983480 95365306.79417694 0.3271295747028384 2019-04-16 1500 -32 XGBoost_2_AutoML_20190416_022142 26421353457477156 162546465.5336349 26421353457477156 95198321.3912654 0.3256217615277969 2019-04-16 1500 -33 GBM_grid_1_AutoML_20190416_022142_model_22 26421406078199136 162546627.39718452 26421406078199136 95522427.40957417 0.3279514930585443 2019-04-16 1500 -34 XGBoost_1_AutoML_20190416_023844 26422382255336908 162549630.12980655 26422382255336908 95688616.65218364 0.3275281336221339 2019-04-16 1500 -35 GBM_1_AutoML_20190416_023844 26434133035086560 162585771.31805402 26434133035086560 97565813.36519524 0.3323587902012228 2019-04-16 1500 -36 XGBoost_grid_1_AutoML_20190416_023844_model_11 26446023540757612 162622334.07732657 26446023540757612 97014569.1681971 0.3305761252811625 2019-04-16 1500 -37 XGBoost_2_AutoML_20190416_023643 26462433984366080 162672781.94082156 26462433984366080 95064362.3131019 0.3260678866695132 2019-04-16 1500 -38 GBM_grid_1_AutoML_20190416_023844_model_57 26470402339927000 162697272.0727886 26470402339927000 95492859.30934404 0.32677317147372026 2019-04-16 1500 -39 GBM_1_AutoML_20190416_021340 26478298633983372 162721537.09322983 26478298633983372 97863201.38082694 0.3335275140291422 2019-04-16 1500 -40 XGBoost_grid_1_AutoML_20190416_023844_model_9 26531906190767484 162886175.5667665 26531906190767484 98835793.50324748 0.33497712335227225 2019-04-16 1500 -41 XGBoost_grid_1_AutoML_20190416_023844_model_4 26582238344449570 163040603.36140063 26582238344449570 99214116.59484884 0.33728512417795153 2019-04-16 1500 -42 XGBoost_grid_1_AutoML_20190416_015849_model_3 26628202489753070 163181501.67758927 26628202489753070 95208478.14199328 0.32646039058643644 2019-04-16 1500 -43 XGBoost_grid_1_AutoML_20190416_022142_model_20 26664820967957708 163293664.81268558 26664820967957708 94962004.59932809 0.3231620456822121 2019-04-16 1500 -44 XGBoost_grid_1_AutoML_20190416_022142_model_2 26722293557990950 163469549.32950342 26722293557990950 98778375.09070548 0.33505927413311354 2019-04-16 1500 -45 GBM_grid_1_AutoML_20190416_021340_model_7 26741315355422980 163527720.44954023 26741315355422980 98155567.38730218 0.3585041456238243 2019-04-16 1500 -46 GBM_4_AutoML_20190416_023643 26786040657774400 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GBM_4_AutoML_20190416_015849 26926564934872772 164093159.3177265 26926564934872772 97925160.3329406 0.33285590174880264 2019-04-16 1500 -54 XGBoost_2_AutoML_20190416_020809 26952706603932320 164172794.9568147 26952706603932320 95513126.26830909 0.32517140178330245 2019-04-16 1500 -55 GBM_grid_1_AutoML_20190416_023844_model_42 26975114013676020 164241024.1494981 26975114013676020 97747667.70423488 0.3321945229891443 2019-04-16 1500 -56 GBM_2_AutoML_20190416_023643 26982016113503264 164262034.91221964 26982016113503264 99500759.57207468 0.3341620145365198 2019-04-16 1500 -57 GBM_2_AutoML_20190416_023844 26985064640058304 164271314.1119237 26985064640058304 99733975.81989688 0.3346139591471576 2019-04-16 1500 -58 GBM_4_AutoML_20190416_020809 26988357514766430 164281336.47729567 26988357514766430 97566053.13398948 0.33274044796307234 2019-04-16 1500 -59 XGBoost_grid_1_AutoML_20190416_021340_model_10 27011332400653532 164351247.0310266 27011332400653532 97007786.637402 0.32867362308250625 2019-04-16 1500 -60 GBM_2_AutoML_20190416_021340 27020692200376308 164379719.55316237 27020692200376308 100566446.39001158 0.3368220511385198 2019-04-16 1500 -61 XGBoost_grid_1_AutoML_20190416_022142_model_13 27049739934073976 164468051.40839353 27049739934073976 99937757.9968645 0.3385009694416158 2019-04-16 1500 -62 GBM_4_AutoML_20190416_023844 27058188018989452 164493732.46111673 27058188018989452 98171262.32400525 0.3314965149601815 2019-04-16 1500 -63 GBM_3_AutoML_20190416_022142 27073451248343420 164540120.48234138 27073451248343420 99066591.52557604 0.33361146474665543 2019-04-16 1500 -64 GBM_4_AutoML_20190416_022142 27124563009725240 164695364.26300904 27124563009725240 97975315.7403629 0.3293218141042152 2019-04-16 1500 -65 GBM_4_AutoML_20190416_021340 27128481211098464 164707259.13297948 27128481211098464 97611897.45148912 0.33089964101772645 2019-04-16 1500 -66 XRT_1_AutoML_20190416_020809 27150302443024316 164773488.28930068 27150302443024316 97653895.54037158 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27252377961065530 96535857.85979845 0.3277680598860774 2019-04-16 1500 -74 GBM_grid_1_AutoML_20190416_023844_model_62 27276902949419724 165157206.77409062 27276902949419724 99111825.82637021 0.3493585563975196 2019-04-16 1500 -75 XGBoost_grid_1_AutoML_20190416_023844_model_8 27343011126879076 165357222.78412598 27343011126879076 96341931.14356104 0.33383677995906896 2019-04-16 1500 -76 GBM_3_AutoML_20190416_023844 27412068519723480 165565903.85620907 27412068519723480 99264567.8982148 0.33562854049511104 2019-04-16 1500 -77 XRT_1_AutoML_20190416_015849 27417804068506330 165583223.99478254 27417804068506330 98496229.87690364 0.3367189463546034 2019-04-16 1500 -78 GBM_grid_1_AutoML_20190416_023844_model_23 27447021719198280 165671426.98485538 27447021719198280 98345947.11165284 0.3332475516393381 2019-04-16 1500 -79 XGBoost_grid_1_AutoML_20190416_020809_model_2 27482846588458908 165779511.96833372 27482846588458908 96750344.31086226 0.3266704325440277 2019-04-16 1500 -80 GBM_3_AutoML_20190416_015849 27591064593120148 166105582.66692948 27591064593120148 100130390.09782983 0.33506538389333784 2019-04-16 1500 -81 GBM_grid_1_AutoML_20190416_021340_model_12 27598287152839470 166127322.11421296 27598287152839470 98954473.64990582 0.3549969220882689 2019-04-16 1500 -82 GBM_grid_1_AutoML_20190416_023844_model_46 27609502227880696 166161073.1425405 27609502227880696 99699496.91944817 0.34618662499997543 2019-04-16 1500 -83 XGBoost_grid_1_AutoML_20190416_015849_model_1 27627708837558150 166215850.13938397 27627708837558150 98098056.7525196 0.3345603557609977 2019-04-16 1500 -84 XGBoost_grid_1_AutoML_20190416_023844_model_5 27631998267036812 166228752.82885572 27631998267036812 96544148.51332588 0.3279157709068359 2019-04-16 1500 -85 GBM_2_AutoML_20190416_015849 27654699672556740 166297022.4404416 27654699672556740 100149145.66231434 0.334040042814968 2019-04-16 1500 -86 GBM_grid_1_AutoML_20190416_022142_model_40 27691336549880270 166407140.92213792 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217195869.40621948 0.7559078362971621 2019-04-16 1500 -315 GLM_grid_1_AutoML_20190416_022142_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 1500 -316 GLM_grid_1_AutoML_20190416_021340_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 1500 -317 GLM_grid_1_AutoML_20190416_015849_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 1500 -318 GLM_grid_1_AutoML_20190416_023643_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 1500 -319 StackedEnsemble_BestOfFamily_AutoML_20190416_015849 100495854999988340 317010812.1184329 100495854999988340 217194254.21912342 0.7559186219924334 2019-04-16 1500 -320 XGBoost_grid_1_AutoML_20190416_015849_model_2 107801180437006900 328330900.8256867 107801180437006900 201224123.26674137 10.313649722496443 2019-04-16 1500 -321 GBM_grid_1_AutoML_20190416_015849_model_4 121124756589055410 348029821.40767103 121124756589055410 224273882.54226708 2019-04-16 1500 -322 XGBoost_grid_1_AutoML_20190416_021340_model_2 130129964941904400 360735311.47075754 130129964941904400 230687802.27290028 12.315010235914373 2019-04-16 1500 -323 XGBoost_grid_1_AutoML_20190416_021340_model_13 170031094700569340 412348268.7008269 170031094700569340 293766704.42911536 1.3131646172853368 2019-04-16 1500 -324 XGBoost_grid_1_AutoML_20190416_022142_model_19 185462956732219100 430654103.35003084 185462956732219100 302056927.3795073 15.328295024604053 2019-04-16 1500 -325 XGBoost_grid_1_AutoML_20190416_023844_model_10 187858292874370620 433426225.4113965 187858292874370620 300580379.43034714 15.320985399751176 2019-04-16 1500 diff --git a/DS/result/1500/leaderboard_1500.csv b/DS/result/1500/leaderboard_1500.csv deleted file mode 100644 index 31e22c9..0000000 --- a/DS/result/1500/leaderboard_1500.csv +++ /dev/null @@ -1,281 +0,0 @@ -,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime -0,GBM_grid_1_AutoML_20190421_195113_model_42,25227258681084860,158830912.23400077,25227258681084860,94917617.52713808,0.3265543276671246,2019-04-21,1500 -1,XGBoost_grid_1_AutoML_20190421_201138_model_4,25414913759634904,159420556.26435038,25414913759634904,94284067.45487122,0.3305880552732152,2019-04-21,1500 -2,GBM_grid_1_AutoML_20190421_193852_model_8,25571141404123644,159909791.45794562,25571141404123644,95197723.51631412,0.3294268464571294,2019-04-21,1500 -3,XGBoost_grid_1_AutoML_20190421_201138_model_18,25574313885274200,159919710.74659368,25574313885274200,94348004.11287794,0.32684768058220115,2019-04-21,1500 -4,GBM_grid_1_AutoML_20190421_201138_model_30,25574940112831340,159921668.67823553,25574940112831340,95259064.965172,0.3309750466372732,2019-04-21,1500 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-23,GBM_1_AutoML_20190421_193852,26279155633803444,162108468.7294388,26279155633803444,97327058.64444073,0.3321160066321965,2019-04-21,1500 -24,GBM_grid_1_AutoML_20190421_201138_model_11,26280860570756184,162113727.27426934,26280860570756184,96006998.59726845,0.3294813037532445,2019-04-21,1500 -25,GBM_grid_1_AutoML_20190421_193852_model_5,26397887611581510,162474267.5366826,26397887611581510,95846051.24052164,0.32871123380665457,2019-04-21,1500 -26,XGBoost_grid_1_AutoML_20190421_195113_model_1,26402263640530330,162487733.81560323,26402263640530330,95196532.89854424,0.32554400482747753,2019-04-21,1500 -27,XGBoost_grid_1_AutoML_20190421_201138_model_2,26440286859799770,162604695.07305062,26440286859799770,98930110.07301232,0.33520670679043635,2019-04-21,1500 -28,XGBoost_grid_1_AutoML_20190421_193852_model_7,26440379055855956,162604978.57032531,26440379055855956,98378239.81724524,0.3347187320143341,2019-04-21,1500 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-83,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,1500 -84,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,1500 -85,GBM_grid_1_AutoML_20190421_195113_model_5,28082567727412210,167578541.96588597,28082567727412210,98942788.15666255,0.3392788049586035,2019-04-21,1500 -86,XGBoost_grid_1_AutoML_20190421_201138_model_5,28112443179696212,167667656.92791265,28112443179696212,98762892.27592383,0.33449358769609144,2019-04-21,1500 -87,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,1500 -88,GBM_grid_1_AutoML_20190421_195113_model_45,28136858131673456,167740448.70475772,28136858131673456,99070259.345193,0.34488435370655723,2019-04-21,1500 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-125,GBM_grid_1_AutoML_20190421_195113_model_20,30566762398869428,174833527.67381155,30566762398869428,108465701.75349893,,2019-04-21,1500 -126,GBM_grid_1_AutoML_20190421_193852_model_13,30619632271711468,174984662.9613906,30619632271711468,105414169.10187142,0.38647636218648096,2019-04-21,1500 -127,GBM_grid_1_AutoML_20190421_195113_model_25,30823244061926404,175565497.92577812,30823244061926404,106993540.34280191,0.3787217801921676,2019-04-21,1500 -128,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,1500 -129,GBM_grid_1_AutoML_20190421_201138_model_59,31094192379857284,176335454.1204272,31094192379857284,110259295.77282465,,2019-04-21,1500 -130,GBM_grid_1_AutoML_20190421_195113_model_2,31109443734604936,176378694.10618997,31109443734604936,106373070.29585846,0.3805359039580692,2019-04-21,1500 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-137,XGBoost_grid_1_AutoML_20190421_195113_model_8,31519036505430092,177536014.67147473,31519036505430092,98172094.44389698,0.3295501968258569,2019-04-21,1500 -138,GBM_grid_1_AutoML_20190421_201138_model_4,31565590151195684,177667076.72271666,31565590151195684,111064449.72264856,0.3676870754081821,2019-04-21,1500 -139,GBM_grid_1_AutoML_20190421_195113_model_11,31744644688717292,178170268.81249657,31744644688717292,112300720.34336962,0.3726574919968835,2019-04-21,1500 -140,GBM_grid_1_AutoML_20190421_195113_model_27,31777206021995948,178261622.40369055,31777206021995948,112464778.95396304,,2019-04-21,1500 -141,GBM_grid_1_AutoML_20190421_201138_model_29,31879290084104028,178547724.94799262,31879290084104028,113478948.79063188,,2019-04-21,1500 -142,GBM_grid_1_AutoML_20190421_195113_model_30,31953643012134644,178755819.5196303,31953643012134644,107807527.19272016,0.3885508702092354,2019-04-21,1500 -143,GBM_grid_1_AutoML_20190421_195113_model_4,32087579930848390,179130064.28527957,32087579930848390,107986003.67501745,0.3589515537439861,2019-04-21,1500 -144,GBM_grid_1_AutoML_20190421_193852_model_17,32114681272632548,179205695.42465034,32114681272632548,108556100.5826916,0.3779122020051669,2019-04-21,1500 -145,DeepLearning_grid_1_AutoML_20190421_201138_model_4,32333861864791044,179816189.106518,32333861864791044,110609367.85223874,0.3717588262148578,2019-04-21,1500 -146,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,1500 -147,GBM_grid_1_AutoML_20190421_195113_model_23,32403374842699490,180009374.31894898,32403374842699490,112876201.14740288,0.3947535975734609,2019-04-21,1500 -148,GBM_grid_1_AutoML_20190421_201138_model_10,32555659359812660,180431869.02488336,32555659359812660,109361071.98461294,0.39187827534131175,2019-04-21,1500 -149,GBM_grid_1_AutoML_20190421_201138_model_45,32729573353204636,180913165.22908065,32729573353204636,110555202.42929424,0.3845836303551758,2019-04-21,1500 -150,XGBoost_grid_1_AutoML_20190421_201138_model_7,32777774929665828,181046333.65430468,32777774929665828,105288175.12206048,3.0536634885824885,2019-04-21,1500 -151,DeepLearning_grid_1_AutoML_20190421_201138_model_2,32786781740283816,181071206.27058244,32786781740283816,118936324.25207023,,2019-04-21,1500 -152,GBM_grid_1_AutoML_20190421_201138_model_31,32951729057476150,181526111.22776842,32951729057476150,117366927.42879868,,2019-04-21,1500 -153,XGBoost_grid_1_AutoML_20190421_201138_model_26,33228971965812104,182288156.4057635,33228971965812104,102046688.60918254,0.3347704136629638,2019-04-21,1500 -154,GBM_grid_1_AutoML_20190421_201138_model_55,33397658603655004,182750262.93730745,33397658603655004,113023357.90028933,0.3884938094138353,2019-04-21,1500 -155,DeepLearning_grid_1_AutoML_20190421_195113_model_1,33523397189669604,183093957.27240592,33523397189669604,116057866.68198672,,2019-04-21,1500 -156,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,1500 -157,GBM_grid_1_AutoML_20190421_201138_model_18,33561416281945644,183197751.8474112,33561416281945644,116151668.61769211,,2019-04-21,1500 -158,GBM_grid_1_AutoML_20190421_201138_model_50,33575021424561964,183234880.48011482,33575021424561964,110921633.28249936,,2019-04-21,1500 -159,GBM_grid_1_AutoML_20190421_201138_model_22,33597717476464304,183296801.59911218,33597717476464304,109458196.43195279,0.3731226897367027,2019-04-21,1500 -160,GBM_grid_1_AutoML_20190421_195113_model_17,33781611580671870,183797746.3971522,33781611580671870,116635230.02454652,,2019-04-21,1500 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-173,GBM_5_AutoML_20190421_195113,34410929588042264,185501831.76465476,34410929588042264,110994058.43797944,0.35990657216194344,2019-04-21,1500 -174,DeepLearning_grid_1_AutoML_20190421_195113_model_4,34439814912566804,185579672.68148416,34439814912566804,112260669.32961728,0.3747903099812208,2019-04-21,1500 -175,GBM_grid_1_AutoML_20190421_201138_model_48,34551047332782970,185879120.2173686,34551047332782970,113190864.3733456,0.3676041495372585,2019-04-21,1500 -176,DeepLearning_grid_1_AutoML_20190421_201138_model_1,34669037005639716,186196232.52267945,34669037005639716,114938036.34664504,0.3933012204208615,2019-04-21,1500 -177,GBM_grid_1_AutoML_20190421_201138_model_34,34750704822123452,186415409.2936618,34750704822123452,111453565.37533715,0.3620109605404327,2019-04-21,1500 -178,GBM_grid_1_AutoML_20190421_195113_model_28,34920898604816144,186871342.3851184,34920898604816144,115047117.98977126,0.4164659723473126,2019-04-21,1500 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index 2dc5159..0000000 --- a/DS/result/2000/Hyperparameter_GLM_2000.csv +++ /dev/null @@ -1,6 +0,0 @@ -,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize -0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -2,GLM_grid_1_AutoML_20190421_195113_model_1,-2989962140256060411,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -3,GLM_grid_1_AutoML_20190421_201138_model_1,-5107321425115758760,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 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-105,XGBoost_grid_1_AutoML_20190421_204058_model_6,149,20,1.0,100.0,1.0,0.6,0.8,gbtree,10.0,0.001 -106,XGBoost_grid_1_AutoML_20190421_204058_model_7,100,5,1.0,100.0,1.0,0.6,0.7,dart,0.01,1.0 -107,XGBoost_grid_1_AutoML_20190421_204058_model_8,184,5,3.0,100.0,0.6,1.0,0.7,gbtree,0.01,0.001 -108,XGBoost_grid_1_AutoML_20190421_204058_model_9,280,20,20.0,100.0,0.8,0.8,0.7,gbtree,100.0,1.0 diff --git a/DS/result/2000/Hyperparameter_XRT_2000.csv b/DS/result/2000/Hyperparameter_XRT_2000.csv deleted file mode 100644 index 0e87af8..0000000 --- a/DS/result/2000/Hyperparameter_XRT_2000.csv +++ /dev/null @@ -1,6 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378 -1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273 -2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834 -3,XRT_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,7300924216864082225 -4,XRT_1_AutoML_20190421_204058,False,,5.0,1.0,12,20,0,False,0.014965432360392486,-1232029753366681694 diff --git a/DS/result/2000/all_varimp.csv b/DS/result/2000/all_varimp.csv deleted file mode 100644 index c775d9f..0000000 --- a/DS/result/2000/all_varimp.csv +++ /dev/null @@ -1,7937 +0,0 @@ - model_id variable relative_importance scaled_importance percentage -0 GBM_1_AutoML_20190416_015849 supply_area 5.142440512168814e+20 1.0 0.26965304008383767 -1 GBM_1_AutoML_20190416_015849 city 3.556079913049879e+20 0.691516003857497 0.18646939270680088 -2 GBM_1_AutoML_20190416_015849 exclusive_use_area 2.8717862730904633e+20 0.5584481271674047 0.15058723521981623 -3 GBM_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.3659960388754185e+20 0.2656318601339177 0.07162843862823566 -4 GBM_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.1062438055314771e+20 0.21512038941699316 0.05800786699031123 -5 GBM_1_AutoML_20190416_015849 total_household_count_in_sites 8.393671766441984e+19 0.16322350733235744 0.04401371496531675 -6 GBM_1_AutoML_20190416_015849 floor 7.956222709042931e+19 0.1547168643023818 0.041719872811375826 -7 GBM_1_AutoML_20190416_015849 heat_fuel_cogeneration 6.286668838041813e+19 0.12225068667620664 0.03296526931457583 -8 GBM_1_AutoML_20190416_015849 total_household_count_of_area_type 5.228192743433018e+19 0.10166753958672509 0.02741496112740433 -9 GBM_1_AutoML_20190416_015849 heat_fuel_gas 4.359336664931867e+19 0.08477174708421324 0.0228589593144763 -10 GBM_1_AutoML_20190416_015849 bathroom_count 4.257647232525376e+19 0.08279429236858049 0.02232573263877781 -11 GBM_1_AutoML_20190416_015849 heat_type_district 3.5194944992644694e+19 0.06844015970502942 0.01845509712828455 -12 GBM_1_AutoML_20190416_015849 heat_type_individual 3.422536045489973e+19 0.06655470369352945 0.017946678182839237 -13 GBM_1_AutoML_20190416_015849 front_door_structure_stairway 2.4499676530895487e+19 0.047642119481831 0.01284684235431316 -14 GBM_1_AutoML_20190416_015849 room_count 2.002224967831257e+19 0.038935306360730705 0.010499023726766617 -15 GBM_1_AutoML_20190416_015849 front_door_structure_mixed 1.0703568675027288e+19 0.020814180834370175 0.005612607138842666 -16 GBM_1_AutoML_20190416_015849 heat_type_central 7.370545410470838e+18 0.014332777196021126 0.0038648769437513992 -17 GBM_1_AutoML_20190416_015849 front_door_structure_corridor 5.969837415672578e+18 0.01160895765647819 0.003130390724273887 -18 XGBoost_grid_1_AutoML_20190416_030706_model_15 exclusive_use_area 1.0022211390821011e+21 1.0 0.276353329307472 -19 XGBoost_grid_1_AutoML_20190416_030706_model_15 supply_area 6.686224150779333e+20 0.6671406030113284 0.18436652675837503 -20 XGBoost_grid_1_AutoML_20190416_030706_model_15 city 6.153217505380501e+20 0.6139580642866918 0.16966935512079817 -21 XGBoost_grid_1_AutoML_20190416_030706_model_15 total_parking_capacity_in_site 2.513302557501539e+20 0.25077325347611246 0.06930202349939024 -22 XGBoost_grid_1_AutoML_20190416_030706_model_15 apartment_building_count_in_sites 2.1419186678081048e+20 0.2137171712192992 0.059061451796628354 -23 XGBoost_grid_1_AutoML_20190416_030706_model_15 total_household_count_in_sites 1.70666705036786e+20 0.17028847065937325 0.04705978580939555 -24 XGBoost_grid_1_AutoML_20190416_030706_model_15 total_household_count_of_area_type 1.3655455909517512e+20 0.13625192462038926 0.03765367299339528 -25 XGBoost_grid_1_AutoML_20190416_030706_model_15 floor 1.3499485347266324e+20 0.1346956756433019 0.037223598407345834 -26 XGBoost_grid_1_AutoML_20190416_030706_model_15 heat_fuel_cogeneration 1.2569157772679473e+20 0.1254130179711747 0.03465830505483194 -27 XGBoost_grid_1_AutoML_20190416_030706_model_15 heat_type_district 7.268057732622582e+19 0.07251950142739096 0.020041005659177453 -28 XGBoost_grid_1_AutoML_20190416_030706_model_15 heat_type_individual 5.788517942696503e+19 0.05775689333392031 0.01596130976328541 -29 XGBoost_grid_1_AutoML_20190416_030706_model_15 bathroom_count 5.733357203549585e+19 0.057206508423885014 0.015809209060996563 -30 XGBoost_grid_1_AutoML_20190416_030706_model_15 room_count 3.751020421943866e+19 0.037427073483795134 0.010343096363482188 -31 XGBoost_grid_1_AutoML_20190416_030706_model_15 heat_fuel_gas 2.90073817346841e+19 0.028943095095011598 0.007998520689969216 -32 XGBoost_grid_1_AutoML_20190416_030706_model_15 front_door_structure_corridor 2.0565206112294404e+19 0.020519629162012436 0.005670667835076828 -33 XGBoost_grid_1_AutoML_20190416_030706_model_15 front_door_structure_stairway 1.3657459439605645e+19 0.013627191551870508 0.00376591975447007 -34 XGBoost_grid_1_AutoML_20190416_030706_model_15 front_door_structure_mixed 1.0639306618430292e+19 0.010615727610948674 0.0029336916683069215 -35 XGBoost_grid_1_AutoML_20190416_030706_model_15 heat_type_central 7.719314347092083e+18 0.007702206674828202 0.0021285304576030067 -36 GBM_grid_1_AutoML_20190416_030706_model_65 exclusive_use_area 5.412700118432434e+20 1.0 0.21293264817253785 -37 GBM_grid_1_AutoML_20190416_030706_model_65 supply_area 5.136843382256923e+20 0.949035281811363 0.20208059576526424 -38 GBM_grid_1_AutoML_20190416_030706_model_65 city 4.498814552766415e+20 0.8311590249469264 0.17698089223445349 -39 GBM_grid_1_AutoML_20190416_030706_model_65 apartment_building_count_in_sites 1.9479866309791135e+20 0.3598918448013461 0.07663272356925063 -40 GBM_grid_1_AutoML_20190416_030706_model_65 total_parking_capacity_in_site 1.8244761148859194e+20 0.3370731935938664 0.07177388773991648 -41 GBM_grid_1_AutoML_20190416_030706_model_65 total_household_count_in_sites 1.114664745186288e+20 0.20593506397858685 0.0438502985245415 -42 GBM_grid_1_AutoML_20190416_030706_model_65 total_household_count_of_area_type 9.481078211000821e+19 0.1751635598416752 0.037298040660416705 -43 GBM_grid_1_AutoML_20190416_030706_model_65 floor 8.953109439919528e+19 0.16540930116247468 0.035221040528894576 -44 GBM_grid_1_AutoML_20190416_030706_model_65 bathroom_count 7.101671276819146e+19 0.13120385614261323 0.02793758453889533 -45 GBM_grid_1_AutoML_20190416_030706_model_65 heat_fuel_gas 6.809258358435375e+19 0.12580150774004817 0.02678724818718647 -46 GBM_grid_1_AutoML_20190416_030706_model_65 heat_type_individual 6.245829017944352e+19 0.11539211264771121 0.024570748124300944 -47 GBM_grid_1_AutoML_20190416_030706_model_65 heat_fuel_cogeneration 5.303367672838016e+19 0.09798007568861802 0.02086315698452313 -48 GBM_grid_1_AutoML_20190416_030706_model_65 heat_type_district 3.2531595777659634e+19 0.060102342760272986 0.012797751005318485 -49 GBM_grid_1_AutoML_20190416_030706_model_65 room_count 2.465013590106361e+19 0.04554129244500341 0.009697228001514568 -50 GBM_grid_1_AutoML_20190416_030706_model_65 front_door_structure_stairway 1.5852586025948807e+19 0.029287759674629557 0.006236320226559736 -51 GBM_grid_1_AutoML_20190416_030706_model_65 front_door_structure_corridor 1.4393637449983066e+19 0.02659234233385091 0.00566237787425756 -52 GBM_grid_1_AutoML_20190416_030706_model_65 front_door_structure_mixed 1.363160112514361e+19 0.025184475080602547 0.005362596971747988 -53 GBM_grid_1_AutoML_20190416_030706_model_65 heat_type_central 8.426301973019492e+18 0.015567649765640118 0.0033148608904203384 -54 XGBoost_grid_1_AutoML_20190416_021340_model_7 supply_area 7.337369362340837e+20 1.0 0.234053082362835 -55 XGBoost_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 5.1960716987001e+20 0.7081654803108345 0.16574831348970837 -56 XGBoost_grid_1_AutoML_20190416_021340_model_7 city 4.4163047373120576e+20 0.601892111357895 0.14087470391319004 -57 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 2.6192748955614734e+20 0.3569773806134039 0.08355165626637812 -58 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.8685983730164774e+20 0.25466870764433475 0.05960599600551623 -59 XGBoost_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.8281090772259517e+20 0.24915047709179672 0.05831443713550594 -60 XGBoost_grid_1_AutoML_20190416_021340_model_7 floor 1.632299074536719e+20 0.22246380057061316 0.05206833823770303 -61 XGBoost_grid_1_AutoML_20190416_021340_model_7 bathroom_count 1.3853035510200952e+20 0.18880111966697322 0.04418948401160955 -62 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 1.333210537275603e+20 0.18170143432036107 0.042527780772428726 -63 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 9.93133877788672e+19 0.1353528531473347 0.03167975248573784 -64 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_district 8.564809431891365e+19 0.11672861224419727 0.027320691495690535 -65 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 7.432329167858827e+19 0.10129419415636036 0.023708218367755614 -66 XGBoost_grid_1_AutoML_20190416_021340_model_7 room_count 4.331445573372399e+19 0.05903267723720726 0.013816780067498728 -67 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 2.4842623003691844e+19 0.03385766993167469 0.007924492009131938 -68 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 1.605542063250604e+19 0.021881712422589406 0.005121482239884189 -69 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_central 1.41362098920835e+19 0.019266046445253007 0.004509277555457007 -70 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.003650926410675e+19 0.013678620726958753 0.0032015233436168593 -71 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 5.592660946880299e+18 0.00762216084634463 0.001783990240352276 -72 XGBoost_grid_1_AutoML_20190416_030706_model_17 supply_area 8.430145997611593e+20 1.0 0.22210956584233307 -73 XGBoost_grid_1_AutoML_20190416_030706_model_17 exclusive_use_area 7.22251209071917e+20 0.8567481622222716 0.1902919623474055 -74 XGBoost_grid_1_AutoML_20190416_030706_model_17 city 5.738651308056862e+20 0.6807297654966737 0.1511965926704194 -75 XGBoost_grid_1_AutoML_20190416_030706_model_17 apartment_building_count_in_sites 2.451469366070765e+20 0.29079797274748376 0.06458901147477422 -76 XGBoost_grid_1_AutoML_20190416_030706_model_17 total_household_count_in_sites 2.372795174939672e+20 0.28146549011273664 0.06251617780853942 -77 XGBoost_grid_1_AutoML_20190416_030706_model_17 total_parking_capacity_in_site 2.2207876044387097e+20 0.26343406212275533 0.05851122516616739 -78 XGBoost_grid_1_AutoML_20190416_030706_model_17 floor 1.9404378239474545e+20 0.2301784363517802 0.051124832564361 -79 XGBoost_grid_1_AutoML_20190416_030706_model_17 bathroom_count 1.3916382333318988e+20 0.16507878199572987 0.036665576598852716 -80 XGBoost_grid_1_AutoML_20190416_030706_model_17 total_household_count_of_area_type 1.3622533892553992e+20 0.16159309573539407 0.035891372336906945 -81 XGBoost_grid_1_AutoML_20190416_030706_model_17 heat_fuel_gas 1.0001655625115553e+20 0.11864154699039846 0.02635142249290016 -82 XGBoost_grid_1_AutoML_20190416_030706_model_17 room_count 9.801527796283579e+19 0.11626759250741947 0.025824144493356238 -83 XGBoost_grid_1_AutoML_20190416_030706_model_17 heat_fuel_cogeneration 8.432174024818793e+19 0.1000240568456083 0.022216299839766907 -84 XGBoost_grid_1_AutoML_20190416_030706_model_17 heat_type_district 8.01828354336112e+19 0.09511440899876276 0.021125820088065298 -85 XGBoost_grid_1_AutoML_20190416_030706_model_17 heat_type_individual 6.0524068906278584e+19 0.07179480512369076 0.015946312995757862 -86 XGBoost_grid_1_AutoML_20190416_030706_model_17 front_door_structure_stairway 2.0278699770375045e+19 0.024054980514122002 0.00534284127833742 -87 XGBoost_grid_1_AutoML_20190416_030706_model_17 heat_type_central 1.4736572927663145e+19 0.017480803928945327 0.003882653771232997 -88 XGBoost_grid_1_AutoML_20190416_030706_model_17 front_door_structure_corridor 1.4593877209098748e+19 0.01731153554545016 0.003845057644064052 -89 XGBoost_grid_1_AutoML_20190416_030706_model_17 front_door_structure_mixed 9.751109030884934e+18 0.011566951549412778 0.002569130586759374 -90 XGBoost_grid_1_AutoML_20190416_030706_model_8 supply_area 8.795260559964378e+20 1.0 0.22777054181144 -91 XGBoost_grid_1_AutoML_20190416_030706_model_8 exclusive_use_area 6.28873926241738e+20 0.7150145489769152 0.16285925122353437 -92 XGBoost_grid_1_AutoML_20190416_030706_model_8 city 4.961833500737305e+20 0.5641485510188684 0.12849642112770646 -93 XGBoost_grid_1_AutoML_20190416_030706_model_8 total_parking_capacity_in_site 3.2173050753302344e+20 0.365799859298684 0.08331843214700978 -94 XGBoost_grid_1_AutoML_20190416_030706_model_8 apartment_building_count_in_sites 2.88398416712808e+20 0.3279020726521558 0.07468643274907569 -95 XGBoost_grid_1_AutoML_20190416_030706_model_8 total_household_count_in_sites 2.238355689188245e+20 0.2544956654697801 0.05796661561271479 -96 XGBoost_grid_1_AutoML_20190416_030706_model_8 total_household_count_of_area_type 1.841268911996477e+20 0.2093478526807777 0.04768327383216226 -97 XGBoost_grid_1_AutoML_20190416_030706_model_8 floor 1.482376529925741e+20 0.16854265087647896 0.03838905090847198 -98 XGBoost_grid_1_AutoML_20190416_030706_model_8 bathroom_count 1.4450421288194907e+20 0.16429781914560393 0.037422203285232186 -99 XGBoost_grid_1_AutoML_20190416_030706_model_8 room_count 1.3420645085898972e+20 0.1525895110713278 0.03475539561145905 -100 XGBoost_grid_1_AutoML_20190416_030706_model_8 heat_type_individual 1.1045420254144705e+20 0.12558377524848952 0.028604284531074563 -101 XGBoost_grid_1_AutoML_20190416_030706_model_8 heat_fuel_cogeneration 1.0558978717830559e+20 0.12005305182082432 0.02734454865934604 -102 XGBoost_grid_1_AutoML_20190416_030706_model_8 heat_fuel_gas 8.752569953934115e+19 0.09951461806345352 0.022666498474471324 -103 XGBoost_grid_1_AutoML_20190416_030706_model_8 heat_type_district 3.313270538163454e+19 0.037671090191975766 0.008580364623653945 -104 XGBoost_grid_1_AutoML_20190416_030706_model_8 front_door_structure_corridor 3.1153597645777273e+19 0.03542089223324096 0.008067835815409919 -105 XGBoost_grid_1_AutoML_20190416_030706_model_8 front_door_structure_stairway 2.4659147498364862e+19 0.02803685840827976 0.006385970430344508 -106 XGBoost_grid_1_AutoML_20190416_030706_model_8 heat_type_central 1.1348428946183029e+19 0.012902891129616506 0.0029388985035267746 -107 XGBoost_grid_1_AutoML_20190416_030706_model_8 front_door_structure_mixed 7.969971662143619e+18 0.009061666346102995 0.002063980653366371 -108 XGBoost_1_AutoML_20190416_023643 supply_area 6.47745838267769e+20 1.0 0.23516684719503883 -109 XGBoost_1_AutoML_20190416_023643 exclusive_use_area 5.78806142546865e+20 0.8935698361177192 0.21013800110839156 -110 XGBoost_1_AutoML_20190416_023643 city 4.642607100150216e+20 0.7167328334467858 0.1685518007228475 -111 XGBoost_1_AutoML_20190416_023643 total_parking_capacity_in_site 1.8078578322609222e+20 0.2790998761328327 0.06563503792268413 -112 XGBoost_1_AutoML_20190416_023643 apartment_building_count_in_sites 1.6326113358390074e+20 0.2520450521465348 0.059272640264409746 -113 XGBoost_1_AutoML_20190416_023643 total_household_count_in_sites 1.3409910333974669e+20 0.20702426077851852 0.04868524270016773 -114 XGBoost_1_AutoML_20190416_023643 floor 9.718227915753967e+19 0.15003149910994237 0.035282434625630424 -115 XGBoost_1_AutoML_20190416_023643 total_household_count_of_area_type 9.338309704766666e+19 0.14416626326368367 0.03390312560361044 -116 XGBoost_1_AutoML_20190416_023643 heat_fuel_cogeneration 8.222067908062426e+19 0.12693355051188362 0.02985056287715188 -117 XGBoost_1_AutoML_20190416_023643 heat_type_individual 8.089842398924689e+19 0.12489223273991089 0.02937051261259385 -118 XGBoost_1_AutoML_20190416_023643 heat_type_district 5.767698030317588e+19 0.08904261038159388 0.020939869949455667 -119 XGBoost_1_AutoML_20190416_023643 room_count 5.60054631442122e+19 0.08646209645126324 0.02033301862431693 -120 XGBoost_1_AutoML_20190416_023643 bathroom_count 4.551774509439176e+19 0.07027099582162867 0.016525408536628164 -121 XGBoost_1_AutoML_20190416_023643 heat_fuel_gas 2.6400595795878347e+19 0.04075764634239875 0.00958484718943232 -122 XGBoost_1_AutoML_20190416_023643 front_door_structure_stairway 2.0373343532270748e+19 0.03145268148191281 0.007396627939931217 -123 XGBoost_1_AutoML_20190416_023643 front_door_structure_mixed 1.1792634942339416e+19 0.018205651423212243 0.004281365646328695 -124 XGBoost_1_AutoML_20190416_023643 front_door_structure_corridor 8.565807458595897e+18 0.013224025462676786 0.0031098523752846148 -125 XGBoost_1_AutoML_20190416_023643 heat_type_central 5.433910709282931e+18 0.008388955031829364 0.0019728041060962684 -126 XGBoost_1_AutoML_20190416_015849 exclusive_use_area 6.66503260347023e+20 1.0 0.24313142433565593 -127 XGBoost_1_AutoML_20190416_015849 supply_area 5.901882517332301e+20 0.8854994219022146 0.21529273569548538 -128 XGBoost_1_AutoML_20190416_015849 city 4.536478015712626e+20 0.6806385333134986 0.1654846160622427 -129 XGBoost_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.6651456210221085e+20 0.24983307960941262 0.06074227249159981 -130 XGBoost_1_AutoML_20190416_015849 total_household_count_in_sites 1.5735965885344095e+20 0.23609735798067927 0.05740268692772779 -131 XGBoost_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.5518922290021112e+20 0.2328409058635512 0.05661094108620958 -132 XGBoost_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1600179285743737e+20 0.17404534945116343 0.04231589371105834 -133 XGBoost_1_AutoML_20190416_015849 floor 1.0686420911582819e+20 0.16033561345249542 0.038982626070436364 -134 XGBoost_1_AutoML_20190416_015849 total_household_count_of_area_type 9.142995098036444e+19 0.13717855023358824 0.033352416306592636 -135 XGBoost_1_AutoML_20190416_015849 bathroom_count 6.6195521406161125e+19 0.09931762580080347 0.02414723582258504 -136 XGBoost_1_AutoML_20190416_015849 heat_type_individual 5.476501171794136e+19 0.08216765764870722 0.01997753963845474 -137 XGBoost_1_AutoML_20190416_015849 heat_type_district 3.71797701889664e+19 0.055783328306013534 0.013562680065224583 -138 XGBoost_1_AutoML_20190416_015849 front_door_structure_stairway 2.155443232575796e+19 0.0323395752250865 0.00786276698688537 -139 XGBoost_1_AutoML_20190416_015849 room_count 1.6986735568534634e+19 0.02548635029885718 0.006196532649278616 -140 XGBoost_1_AutoML_20190416_015849 heat_fuel_gas 1.591282496949977e+19 0.023875089465000617 0.005804784507766813 -141 XGBoost_1_AutoML_20190416_015849 front_door_structure_corridor 9.108252619670815e+18 0.013665728529112511 0.003322568041867533 -142 XGBoost_1_AutoML_20190416_015849 front_door_structure_mixed 8.260484624434594e+18 0.012393764765882274 0.003013313680410025 -143 XGBoost_1_AutoML_20190416_015849 heat_type_central 7.667404204121522e+18 0.011503926027502694 0.0027969659205187543 -144 XGBoost_grid_1_AutoML_20190416_023643_model_1 exclusive_use_area 7.813705946991071e+20 1.0 0.2262983104378793 -145 XGBoost_grid_1_AutoML_20190416_023643_model_1 supply_area 7.101956358193996e+20 0.9089101133795343 0.20568482299768992 -146 XGBoost_grid_1_AutoML_20190416_023643_model_1 city 5.389387657173816e+20 0.6897351517622927 0.1560858994934211 -147 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_household_count_in_sites 2.4204182780930687e+20 0.30976572378246864 0.07009945992353946 -148 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_parking_capacity_in_site 2.3432869216780707e+20 0.2998944339056465 0.06786560370257207 -149 XGBoost_grid_1_AutoML_20190416_023643_model_1 apartment_building_count_in_sites 1.6681004045901287e+20 0.21348389815366503 0.0483110454578667 -150 XGBoost_grid_1_AutoML_20190416_023643_model_1 total_household_count_of_area_type 1.297507283659391e+20 0.16605529981058983 0.037578033786391976 -151 XGBoost_grid_1_AutoML_20190416_023643_model_1 floor 1.1891858609969457e+20 0.15219229761965658 0.03444085981298716 -152 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_fuel_cogeneration 1.1267246285243862e+20 0.14419849379643845 0.03263187551382104 -153 XGBoost_grid_1_AutoML_20190416_023643_model_1 bathroom_count 9.77015916934778e+19 0.12503873623642195 0.02829605474958992 -154 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_district 8.347724494931178e+19 0.10683438245005558 0.024176440245121802 -155 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_individual 7.748650746686262e+19 0.09916742195385711 0.022441420038638124 -156 XGBoost_grid_1_AutoML_20190416_023643_model_1 room_count 6.591371657596214e+19 0.08435653583987815 0.01908974153495684 -157 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_fuel_gas 3.564740282356754e+19 0.045621633403410536 0.010324098558608122 -158 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_stairway 1.6248973161901588e+19 0.020795475632351894 0.004705981000353323 -159 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_corridor 1.4217640822748217e+19 0.01819577153171882 0.004117672354741632 -160 XGBoost_grid_1_AutoML_20190416_023643_model_1 heat_type_central 1.3672836109720093e+19 0.017498529126227583 0.003959887576413322 -161 XGBoost_grid_1_AutoML_20190416_023643_model_1 front_door_structure_mixed 1.344116900974769e+19 0.017202041004529562 0.00389279281540816 -162 XGBoost_1_AutoML_20190416_021340 supply_area 7.615501823703054e+20 1.0 0.2738273098574499 -163 XGBoost_1_AutoML_20190416_021340 exclusive_use_area 5.0952329364497865e+20 0.6690606941476929 0.18320709000982083 -164 XGBoost_1_AutoML_20190416_021340 city 4.0884272033157664e+20 0.5368559154684517 0.14700581111378466 -165 XGBoost_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.709885540804686e+20 0.22452696885748372 0.0614816158726922 -166 XGBoost_1_AutoML_20190416_021340 total_parking_capacity_in_site 1.6714193464092682e+20 0.21947593016221445 0.06009850353478073 -167 XGBoost_1_AutoML_20190416_021340 total_household_count_in_sites 1.5883821172172993e+20 0.20857221940036844 0.057112769749400716 -168 XGBoost_1_AutoML_20190416_021340 floor 9.200257663611018e+19 0.12080960489006058 0.03308096911198671 -169 XGBoost_1_AutoML_20190416_021340 total_household_count_of_area_type 9.032641074198426e+19 0.11860861284393057 0.032478277380977284 -170 XGBoost_1_AutoML_20190416_021340 heat_type_individual 8.3654776494779e+19 0.10984801583843846 0.030079386670218155 -171 XGBoost_1_AutoML_20190416_021340 heat_fuel_gas 7.268401220055099e+19 0.09544218343474604 0.026134676336857777 -172 XGBoost_1_AutoML_20190416_021340 heat_type_district 6.784202247656964e+19 0.0890841129673334 0.024393663004882077 -173 XGBoost_1_AutoML_20190416_021340 heat_fuel_cogeneration 6.35374740362452e+19 0.08343176261672795 0.02284589511400397 -174 XGBoost_1_AutoML_20190416_021340 bathroom_count 4.664399684495527e+19 0.06124875014772766 0.016771580485083353 -175 XGBoost_1_AutoML_20190416_021340 room_count 3.813859270689869e+19 0.05008020953812039 0.013713329054920911 -176 XGBoost_1_AutoML_20190416_021340 front_door_structure_corridor 1.630003228287225e+19 0.0214037533707087 0.00586093220635349 -177 XGBoost_1_AutoML_20190416_021340 heat_type_central 1.317431973670971e+19 0.017299345521400805 0.004737033246419707 -178 XGBoost_1_AutoML_20190416_021340 front_door_structure_mixed 1.0203622936900796e+19 0.013398490569777401 0.003668872628872557 -179 XGBoost_1_AutoML_20190416_021340 front_door_structure_stairway 9.740319523281568e+18 0.012790121713273147 0.003502284621494944 -180 XGBoost_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 8.074262407120033e+20 1.0 0.21459785185480698 -181 XGBoost_grid_1_AutoML_20190416_022142_model_9 supply_area 7.214671605242895e+20 0.8935394022964704 0.19175163628045075 -182 XGBoost_grid_1_AutoML_20190416_022142_model_9 city 5.850806068058385e+20 0.7246242161883465 0.1555028001959924 -183 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.832041302691477e+20 0.3507492275943535 0.07527003078148105 -184 XGBoost_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.5394788507263277e+20 0.3145152736783695 0.06749430210690482 -185 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.8748393769375944e+20 0.23219946075623288 0.04982950548013213 -186 XGBoost_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.6332483488956757e+20 0.20227833411203572 0.04340849597721179 -187 XGBoost_grid_1_AutoML_20190416_022142_model_9 floor 1.520719227175127e+20 0.18834156613910996 0.04041769550842306 -188 XGBoost_grid_1_AutoML_20190416_022142_model_9 bathroom_count 1.2354014133449287e+20 0.1530048629897796 0.032834514920945766 -189 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 1.1952418830818057e+20 0.14803109223051997 0.03176715440039039 -190 XGBoost_grid_1_AutoML_20190416_022142_model_9 room_count 1.1922649333593696e+20 0.1476623960484624 0.03168803299173377 -191 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 7.90512796389553e+19 0.09790526447251259 0.021010259441077955 -192 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 6.900264056257092e+19 0.08545999260777445 0.018339530833156082 -193 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_district 4.422885358384762e+19 0.054777577633401915 0.011755150489937973 -194 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 1.995450876692529e+19 0.02471372338522097 0.005303511949802329 -195 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 1.237791487740923e+19 0.015330087447361331 0.0032898038349500835 -196 XGBoost_grid_1_AutoML_20190416_022142_model_9 heat_type_central 1.089905744439935e+19 0.013498517752888933 0.0028967529129939416 -197 XGBoost_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 1.0696698926376944e+19 0.013247896076481733 0.002842970039608706 -198 GBM_grid_1_AutoML_20190416_030706_model_41 city 7.472218394183378e+20 1.0 0.17408148856539526 -199 GBM_grid_1_AutoML_20190416_030706_model_41 supply_area 6.498886368967231e+20 0.869739885283088 0.15140561389477608 -200 GBM_grid_1_AutoML_20190416_030706_model_41 exclusive_use_area 6.289755387083306e+20 0.8417520815477583 0.14653345535885373 -201 GBM_grid_1_AutoML_20190416_030706_model_41 apartment_building_count_in_sites 3.823215850759452e+20 0.5116574020020038 0.08907008217601169 -202 GBM_grid_1_AutoML_20190416_030706_model_41 room_count 3.230192758982653e+20 0.43229367619891057 0.07525432665011333 -203 GBM_grid_1_AutoML_20190416_030706_model_41 total_household_count_in_sites 2.491040173827912e+20 0.33337357695099223 0.05803416852399907 -204 GBM_grid_1_AutoML_20190416_030706_model_41 floor 2.228215377230383e+20 0.29819998020466043 0.051911096444198696 -205 GBM_grid_1_AutoML_20190416_030706_model_41 total_parking_capacity_in_site 2.1505423574070775e+20 0.2878050725981364 0.05010153545455524 -206 GBM_grid_1_AutoML_20190416_030706_model_41 bathroom_count 1.9737547854876718e+20 0.26414575717220845 0.04598288660677148 -207 GBM_grid_1_AutoML_20190416_030706_model_41 total_household_count_of_area_type 1.374707161639032e+20 0.18397577387582106 0.032026776576273494 -208 GBM_grid_1_AutoML_20190416_030706_model_41 heat_fuel_gas 1.1889631439216234e+20 0.1591178256844248 0.027699467952433755 -209 GBM_grid_1_AutoML_20190416_030706_model_41 heat_type_district 1.1099643769580107e+20 0.1485454945778945 0.02585902081580273 -210 GBM_grid_1_AutoML_20190416_030706_model_41 heat_fuel_cogeneration 9.376854184389981e+19 0.12548956266708203 0.021845409868506093 -211 GBM_grid_1_AutoML_20190416_030706_model_41 heat_type_individual 7.999804711140065e+19 0.10706063834225427 0.018637275289381056 -212 GBM_grid_1_AutoML_20190416_030706_model_41 front_door_structure_corridor 4.9032545118810276e+19 0.06561979660147357 0.011423191871742986 -213 GBM_grid_1_AutoML_20190416_030706_model_41 front_door_structure_stairway 4.865465176843669e+19 0.06511406546456282 0.01133515344261569 -214 GBM_grid_1_AutoML_20190416_030706_model_41 heat_type_central 2.0139158550670737e+19 0.026952047555713475 0.004691852558383925 -215 GBM_grid_1_AutoML_20190416_030706_model_41 front_door_structure_mixed 1.76296057236441e+19 0.023593536475549976 0.00410719795018569 -216 GBM_grid_1_AutoML_20190416_023844_model_54 supply_area 1.182808376896496e+21 1.0 0.270240323645468 -217 GBM_grid_1_AutoML_20190416_023844_model_54 city 7.413297237308536e+20 0.626753866654197 0.16937416777067868 -218 GBM_grid_1_AutoML_20190416_023844_model_54 exclusive_use_area 6.342163212997063e+20 0.5361953243548973 0.14490159799085411 -219 GBM_grid_1_AutoML_20190416_023844_model_54 apartment_building_count_in_sites 3.262675323138783e+20 0.2758414115817756 0.07454347234068179 -220 GBM_grid_1_AutoML_20190416_023844_model_54 total_parking_capacity_in_site 2.612775462427364e+20 0.2208959213903166 0.05969498528848302 -221 GBM_grid_1_AutoML_20190416_023844_model_54 total_household_count_in_sites 1.9504952767090472e+20 0.16490374221282075 0.044563640665941505 -222 GBM_grid_1_AutoML_20190416_023844_model_54 floor 1.9299931671710243e+20 0.16317040062186777 0.04409522187341422 -223 GBM_grid_1_AutoML_20190416_023844_model_54 total_household_count_of_area_type 1.4222013140687231e+20 0.1202393677495214 0.03249352565555711 -224 GBM_grid_1_AutoML_20190416_023844_model_54 heat_fuel_gas 1.3692207745382901e+20 0.11576015196399868 0.03128306093199956 -225 GBM_grid_1_AutoML_20190416_023844_model_54 heat_fuel_cogeneration 1.2921727171242125e+20 0.10924615874928713 0.029522717297431528 -226 GBM_grid_1_AutoML_20190416_023844_model_54 bathroom_count 1.133228547665937e+20 0.09580829573082254 0.025891264846218193 -227 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_district 1.069367768832614e+20 0.09040921502758271 0.02443221552958666 -228 GBM_grid_1_AutoML_20190416_023844_model_54 room_count 7.351020722789443e+19 0.062148872686185824 0.01679513146891584 -229 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_individual 5.6190959551911035e+19 0.047506392962271125 0.012838143009352931 -230 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_stairway 3.218366851718945e+19 0.02720953718778553 0.007353114135870559 -231 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_corridor 2.29235508017344e+19 0.019380612489304658 0.00523742299155709 -232 GBM_grid_1_AutoML_20190416_023844_model_54 heat_type_central 1.7214513695879594e+19 0.014553932853475202 0.003933059524637549 -233 GBM_grid_1_AutoML_20190416_023844_model_54 front_door_structure_mixed 1.2285606478210925e+19 0.010386810508094669 0.0028069350333516513 -234 XGBoost_grid_1_AutoML_20190416_030706_model_3 supply_area 5.778878656197186e+20 1.0 0.18513203010853937 -235 XGBoost_grid_1_AutoML_20190416_030706_model_3 exclusive_use_area 5.67982514898666e+20 0.9828593896664879 0.18195875412019685 -236 XGBoost_grid_1_AutoML_20190416_030706_model_3 city 3.8024623488828545e+20 0.6579931116575962 0.1218156005586056 -237 XGBoost_grid_1_AutoML_20190416_030706_model_3 apartment_building_count_in_sites 2.7194212293690786e+20 0.4705793963077613 0.08711931896570674 -238 XGBoost_grid_1_AutoML_20190416_030706_model_3 total_parking_capacity_in_site 2.6047986375092444e+20 0.4507446500396571 0.08344727212240483 -239 XGBoost_grid_1_AutoML_20190416_030706_model_3 total_household_count_in_sites 1.951474281862419e+20 0.33769082169075937 0.06251738736863106 -240 XGBoost_grid_1_AutoML_20190416_030706_model_3 floor 1.7287767338666217e+20 0.29915435791556316 0.0553830535967248 -241 XGBoost_grid_1_AutoML_20190416_030706_model_3 total_household_count_of_area_type 1.544541685907173e+20 0.26727359714515353 0.04948090363389419 -242 XGBoost_grid_1_AutoML_20190416_030706_model_3 room_count 1.3069114505922242e+20 0.22615312214433006 0.04186818661796429 -243 XGBoost_grid_1_AutoML_20190416_030706_model_3 heat_fuel_cogeneration 1.2085745610802174e+20 0.20913651816934406 0.038717868178522095 -244 XGBoost_grid_1_AutoML_20190416_030706_model_3 bathroom_count 7.266679384846002e+19 0.1257454917668728 0.02327951816779778 -245 XGBoost_grid_1_AutoML_20190416_030706_model_3 heat_fuel_gas 4.753908727089516e+19 0.08226351529273751 0.015229611590009368 -246 XGBoost_grid_1_AutoML_20190416_030706_model_3 heat_type_district 4.4272411836493595e+19 0.07661073102654006 0.014183100163042627 -247 XGBoost_grid_1_AutoML_20190416_030706_model_3 heat_type_individual 4.227639361180113e+19 0.07315674221064417 0.01354365620158363 -248 XGBoost_grid_1_AutoML_20190416_030706_model_3 front_door_structure_corridor 2.9879191101417456e+19 0.05170413306632671 0.009572091119571122 -249 XGBoost_grid_1_AutoML_20190416_030706_model_3 front_door_structure_stairway 1.9752392141460996e+19 0.034180319948886304 0.006327872021896728 -250 XGBoost_grid_1_AutoML_20190416_030706_model_3 heat_type_central 1.721243891743798e+19 0.029785084514587636 0.005514173163140027 -251 XGBoost_grid_1_AutoML_20190416_030706_model_3 front_door_structure_mixed 1.5325276741941854e+19 0.026519464508062043 0.004909602301768883 -252 GBM_1_AutoML_20190416_030706 supply_area 6.532363595322313e+20 1.0 0.3452037546461234 -253 GBM_1_AutoML_20190416_030706 city 3.357421207674474e+20 0.5139672889731141 0.17742343791880807 -254 GBM_1_AutoML_20190416_030706 exclusive_use_area 2.0986554361220956e+20 0.3212704567799775 0.11090376793732336 -255 GBM_1_AutoML_20190416_030706 apartment_building_count_in_sites 1.209766959450308e+20 0.18519590065632546 0.06393032025163402 -256 GBM_1_AutoML_20190416_030706 total_parking_capacity_in_site 1.019568072460872e+20 0.15607950439117674 0.053879230939140314 -257 GBM_1_AutoML_20190416_030706 heat_fuel_cogeneration 8.89517573244736e+19 0.136170860709851 0.04700669239043484 -258 GBM_1_AutoML_20190416_030706 total_household_count_in_sites 8.857232025977461e+19 0.1355900034762293 0.04680617829247528 -259 GBM_1_AutoML_20190416_030706 floor 6.5452154788761305e+19 0.10019674170560593 0.03458829144008299 -260 GBM_1_AutoML_20190416_030706 total_household_count_of_area_type 4.3836349922964144e+19 0.06710641452100803 0.023165386253491106 -261 GBM_1_AutoML_20190416_030706 heat_type_district 3.8393930093193855e+19 0.058774943453372586 0.020289331159217806 -262 GBM_1_AutoML_20190416_030706 heat_fuel_gas 2.973511989380671e+19 0.04551969506887125 0.01571356964812098 -263 GBM_1_AutoML_20190416_030706 bathroom_count 2.899988086635941e+19 0.04439416214848422 0.015325031458025565 -264 GBM_1_AutoML_20190416_030706 room_count 2.7927280885184856e+19 0.042752183765739846 0.014758214355254439 -265 GBM_1_AutoML_20190416_030706 heat_type_individual 2.02575517637264e+19 0.031011059730711263 0.010705134254596729 -266 GBM_1_AutoML_20190416_030706 front_door_structure_stairway 1.3023797694378803e+19 0.01993734351178013 0.006882445837936028 -267 GBM_1_AutoML_20190416_030706 front_door_structure_corridor 1.1034797652406436e+19 0.016892503749038435 0.005831355719541784 -268 GBM_1_AutoML_20190416_030706 heat_type_central 7.393302002630918e+18 0.011317958491969286 0.003907001766356774 -269 GBM_1_AutoML_20190416_030706 front_door_structure_mixed 6.965361081984221e+18 0.010662849641394684 0.0036808557314365153 -270 XGBoost_grid_1_AutoML_20190416_022142_model_3 supply_area 8.682182210195523e+20 1.0 0.2483576151322533 -271 XGBoost_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 7.681393004688693e+20 0.8847306839135904 0.21972960269110672 -272 XGBoost_grid_1_AutoML_20190416_022142_model_3 city 6.80907812648935e+20 0.7842588374260817 0.1947766545095352 -273 XGBoost_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 2.086985131743951e+20 0.2403756430374377 0.05969912144065986 -274 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 1.8172949845425888e+20 0.20931315889783236 0.05198451695966403 -275 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.7723939203358445e+20 0.2041415254167915 0.05070010240197461 -276 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.5099232544433897e+20 0.17391056970334953 0.043192014337815395 -277 XGBoost_grid_1_AutoML_20190416_022142_model_3 floor 1.0797120621876609e+20 0.12435952575606517 0.030885635235754372 -278 XGBoost_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 1.0740466745939172e+20 0.12370699538333343 0.030723574348581358 -279 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 6.806801609654272e+19 0.07839966318215502 0.019471153375091945 -280 XGBoost_grid_1_AutoML_20190416_022142_model_3 bathroom_count 4.864621191718188e+19 0.05602993664433399 0.013915461440998037 -281 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_district 4.2829821794525905e+19 0.04933071059512051 0.012251657636183508 -282 XGBoost_grid_1_AutoML_20190416_022142_model_3 room_count 2.521852623801916e+19 0.029046299222337143 0.007213869603277476 -283 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.8724166250560225e+19 0.02156619821750845 0.00535612955676985 -284 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.131859699669821e+19 0.013036580807307562 0.0032377341187818116 -285 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 1.1157702161670865e+19 0.012851264683858315 0.0031917094483164023 -286 XGBoost_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 1.016985473578854e+19 0.011713477659851503 0.0029091313765056462 -287 XGBoost_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.405102839080157e+18 0.00968086436749739 0.0024043163867304615 -288 XGBoost_grid_1_AutoML_20190416_020809_model_4 supply_area 7.233163807525343e+20 1.0 0.23315725739498758 -289 XGBoost_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 6.043663926007505e+20 0.835549157578833 0.19481434999977298 -290 XGBoost_grid_1_AutoML_20190416_020809_model_4 city 4.88769369555916e+20 0.6757338594314747 0.1575522533939727 -291 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.193514614335912e+20 0.3032579757220197 0.07070679790250184 -292 XGBoost_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 1.9567792055641126e+20 0.2705288111307932 0.06307575564958233 -293 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 1.712772946300156e+20 0.2367944362767226 0.05521034132867279 -294 XGBoost_grid_1_AutoML_20190416_020809_model_4 floor 1.3957132873072273e+20 0.19296027636691085 0.04499008882388777 -295 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.2550112472067788e+20 0.17350792552231045 0.040454632051075676 -296 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.1192280702852792e+20 0.15473561778330536 0.03607773226367454 -297 XGBoost_grid_1_AutoML_20190416_020809_model_4 bathroom_count 6.991777728450842e+19 0.09666278705283345 0.02253763032139436 -298 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_district 6.389811824820224e+19 0.08834048273830464 0.02059722467221235 -299 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 5.717170633170118e+19 0.07904107780916016 0.018429000923527596 -300 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 4.410817558562944e+19 0.06098047377240308 0.014218040019420473 -301 XGBoost_grid_1_AutoML_20190416_020809_model_4 room_count 3.844565551821095e+19 0.053151921539800195 0.012392756251493378 -302 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.297043397754277e+19 0.03175710462086378 0.007404399416206285 -303 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.0483746613820916e+19 0.014493998605304202 0.003379380963499503 -304 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_central 8.055134335273009e+18 0.011136391418223507 0.002596530480350069 -305 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.463524511762088e+18 0.010318478483781991 0.002405828143767799 -306 XGBoost_grid_1_AutoML_20190416_022142_model_14 supply_area 9.020846568986808e+20 1.0 0.29859352094822333 -307 XGBoost_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 4.484881893262958e+20 0.49716862591164607 0.1484513305159485 -308 XGBoost_grid_1_AutoML_20190416_022142_model_14 city 4.134986331057197e+20 0.4583811840091661 0.13686965166971235 -309 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.0070212574539416e+20 0.2224870184971302 0.0664331822183306 -310 XGBoost_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.8954809925109495e+20 0.21012229595252319 0.06274115617818851 -311 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 1.784612749074854e+20 0.1978320699090768 0.05907137431062631 -312 XGBoost_grid_1_AutoML_20190416_022142_model_14 floor 1.3768071408871539e+20 0.15262504803269172 0.045572850476973126 -313 XGBoost_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 1.245053542140058e+20 0.13801958969355338 0.04121175524642722 -314 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 8.713397433269014e+19 0.0965917928725804 0.028841683528525286 -315 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_fuel_cogeneration 7.0356095395898065e+19 0.07799278577442896 0.02328814051294725 -316 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_individual 6.830226045177063e+19 0.07571602058568447 0.022608313178867686 -317 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_district 5.083975520678104e+19 0.0563580755065333 0.016828156199361604 -318 XGBoost_grid_1_AutoML_20190416_022142_model_14 bathroom_count 4.720515679344656e+19 0.052328965394152015 0.015625090024617583 -319 XGBoost_grid_1_AutoML_20190416_022142_model_14 room_count 4.183973796199268e+19 0.04638116571656976 0.013849115576993589 -320 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_stairway 2.3583251181330235e+19 0.026143057639854115 0.00780614762903639 -321 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 1.8012089535063654e+19 0.019967183121136614 0.005962071511558117 -322 XGBoost_grid_1_AutoML_20190416_022142_model_14 heat_type_central 1.121625005633831e+19 0.012433700064137198 0.003712622280564876 -323 XGBoost_grid_1_AutoML_20190416_022142_model_14 front_door_structure_mixed 7.655009959297417e+18 0.008485910829716288 0.0025338379930976455 -324 XGBoost_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 1.1278014110477928e+21 1.0 0.2611815752838408 -325 XGBoost_grid_1_AutoML_20190416_022142_model_16 supply_area 8.922921424589171e+20 0.7911784235399439 0.20664122699074833 -326 XGBoost_grid_1_AutoML_20190416_022142_model_16 city 7.00846796311676e+20 0.6214274866534781 0.16230540988883335 -327 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 2.9810012028821045e+20 0.26431969083214585 0.06903543323007762 -328 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 2.7254882465702163e+20 0.24166384434987362 0.06311814355644889 -329 XGBoost_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.797529635756106e+20 0.1593835242754393 0.041628039944549514 -330 XGBoost_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 1.493738795126248e+20 0.13244696987375446 0.03459270823319859 -331 XGBoost_grid_1_AutoML_20190416_022142_model_16 floor 1.370615307126031e+20 0.12152984503296994 0.03174135636971214 -332 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 1.2928157994850661e+20 0.11463151108172186 0.029939638641491163 -333 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_district 1.1174990222799038e+20 0.09908650683826353 0.02587956994539073 -334 XGBoost_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.0502762887325627e+20 0.0931259952722346 0.02432279414507774 -335 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 8.429330247944713e+19 0.07474126353604556 0.019521040949049065 -336 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 4.3171347698299175e+19 0.038279210573243114 0.009997824518141489 -337 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 2.842869776986931e+19 0.025207184076368024 0.006583652045535547 -338 XGBoost_grid_1_AutoML_20190416_022142_model_16 room_count 2.3789460189073113e+19 0.02109366060020383 0.005509275504063923 -339 XGBoost_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.8080087732171833e+19 0.01603126894066783 0.004187072075722532 -340 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.1221026334849368e+19 0.009949470026309316 0.002598618254710824 -341 XGBoost_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 5.253457211664892e+18 0.0046581403075069095 0.0012166204234078089 -342 XGBoost_grid_1_AutoML_20190416_030706_model_16 supply_area 8.350877014670338e+20 1.0 0.24403866498606508 -343 XGBoost_grid_1_AutoML_20190416_030706_model_16 city 6.927258210211086e+20 0.8295246353217368 0.20243608457696913 -344 XGBoost_grid_1_AutoML_20190416_030706_model_16 exclusive_use_area 6.589824600755468e+20 0.7891176686207743 0.19257522236712984 -345 XGBoost_grid_1_AutoML_20190416_030706_model_16 apartment_building_count_in_sites 2.339655366712922e+20 0.28016882090381057 0.06837202502408589 -346 XGBoost_grid_1_AutoML_20190416_030706_model_16 total_parking_capacity_in_site 1.840517901574241e+20 0.22039815678532035 0.05378567194727904 -347 XGBoost_grid_1_AutoML_20190416_030706_model_16 total_household_count_in_sites 1.3907121806585207e+20 0.16653486552554875 0.04064094625648879 -348 XGBoost_grid_1_AutoML_20190416_030706_model_16 floor 1.3054001058891484e+20 0.15631892358082836 0.038147861422724076 -349 XGBoost_grid_1_AutoML_20190416_030706_model_16 heat_type_district 1.2752989079969202e+20 0.15271436829407845 0.037268210562677165 -350 XGBoost_grid_1_AutoML_20190416_030706_model_16 heat_fuel_cogeneration 8.430368186921334e+19 0.10095189010820481 0.02463616448982625 -351 XGBoost_grid_1_AutoML_20190416_030706_model_16 heat_type_individual 6.824253937819635e+19 0.08171900898350173 0.019942597856318023 -352 XGBoost_grid_1_AutoML_20190416_030706_model_16 bathroom_count 6.137274674738679e+19 0.07349257645582698 0.017935030244666333 -353 XGBoost_grid_1_AutoML_20190416_030706_model_16 total_household_count_of_area_type 5.86667474763603e+19 0.07025219910830677 0.017144252882726415 -354 XGBoost_grid_1_AutoML_20190416_030706_model_16 room_count 5.2843544779658625e+19 0.06327903606630314 0.015442531483225682 -355 XGBoost_grid_1_AutoML_20190416_030706_model_16 heat_fuel_gas 3.2176161051794997e+19 0.03853027771247233 0.009402877534494085 -356 XGBoost_grid_1_AutoML_20190416_030706_model_16 front_door_structure_stairway 2.4908701453497926e+19 0.029827647335411312 0.007279099235408938 -357 XGBoost_grid_1_AutoML_20190416_030706_model_16 front_door_structure_mixed 1.724170681745775e+19 0.020646582134030374 0.005038564340513915 -358 XGBoost_grid_1_AutoML_20190416_030706_model_16 heat_type_central 1.5055065162346136e+19 0.018028124633973495 0.004399559467877285 -359 XGBoost_grid_1_AutoML_20190416_030706_model_16 front_door_structure_corridor 5.183003805091889e+18 0.0062065383024880955 0.0015146353215240733 -360 XGBoost_grid_1_AutoML_20190416_023844_model_6 supply_area 7.19049290474345e+20 1.0 0.2384135325465376 -361 XGBoost_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 4.7357341517260993e+20 0.6586105034054083 0.1570216566891368 -362 XGBoost_grid_1_AutoML_20190416_023844_model_6 city 4.108389760507807e+20 0.5713641352455227 0.1362209418542827 -363 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 2.3943016223789705e+20 0.33298157081825214 0.07938731257167457 -364 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 2.1419705647569358e+20 0.29788925364823227 0.07102082926992662 -365 XGBoost_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 2.0883485261623932e+20 0.29043190137698965 0.06924289557149571 -366 XGBoost_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 1.4608684112287682e+20 0.20316665777739068 0.0484376805763812 -367 XGBoost_grid_1_AutoML_20190416_023844_model_6 floor 1.0963862879642793e+20 0.15247720879343493 0.036352629981278806 -368 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 1.063251933315203e+20 0.14786913044776018 0.035254001744635284 -369 XGBoost_grid_1_AutoML_20190416_023844_model_6 bathroom_count 1.034266167979121e+20 0.1438380068905753 0.034292927337235275 -370 XGBoost_grid_1_AutoML_20190416_023844_model_6 room_count 7.983184493374603e+19 0.11102416203078691 0.026469662667779077 -371 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 7.427257340622222e+19 0.1032927427787681 0.024626387692306965 -372 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 4.879218308088542e+19 0.06785652072432757 0.016177912812204272 -373 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_district 3.5119346971165327e+19 0.04884136238838046 0.011644441741399381 -374 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 1.5949955477169766e+19 0.022182005724041318 0.005288490343636208 -375 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 1.5882813799619625e+19 0.0220886300981425 0.005266228330811927 -376 XGBoost_grid_1_AutoML_20190416_023844_model_6 heat_type_central 8.994270647265788e+18 0.012508559241234236 0.002982209795770292 -377 XGBoost_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 5.731132341770781e+18 0.007970430424860092 0.001900258473507295 -378 XGBoost_1_AutoML_20190416_022142 supply_area 6.855376538033602e+20 1.0 0.24506003265809956 -379 XGBoost_1_AutoML_20190416_022142 exclusive_use_area 5.2606705576989164e+20 0.7673787907218133 0.18805387151542052 -380 XGBoost_1_AutoML_20190416_022142 city 3.899278130028531e+20 0.5687912412097791 0.13938800014650946 -381 XGBoost_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.020806494438346e+20 0.2947768781520489 0.07223803138679374 -382 XGBoost_1_AutoML_20190416_022142 apartment_building_count_in_sites 1.6602402158654836e+20 0.24218074771742695 0.05934882194479562 -383 XGBoost_1_AutoML_20190416_022142 total_household_count_in_sites 1.5674847112588585e+20 0.2286504180423146 0.05603307891273773 -384 XGBoost_1_AutoML_20190416_022142 floor 1.0687115802931574e+20 0.15589392856307013 0.038203371224865404 -385 XGBoost_1_AutoML_20190416_022142 heat_type_individual 9.184239978217577e+19 0.133971342453087 0.03283102155680294 -386 XGBoost_1_AutoML_20190416_022142 total_household_count_of_area_type 9.103392448422556e+19 0.13279201219534728 0.03254201484532656 -387 XGBoost_1_AutoML_20190416_022142 heat_fuel_cogeneration 7.878382563452204e+19 0.11492268177747741 0.028162956149544997 -388 XGBoost_1_AutoML_20190416_022142 room_count 7.153336448599038e+19 0.10434636826893981 0.02557112441574047 -389 XGBoost_1_AutoML_20190416_022142 bathroom_count 6.675113981604843e+19 0.0973704937222826 0.023861616371517853 -390 XGBoost_1_AutoML_20190416_022142 heat_fuel_gas 6.2345317558712795e+19 0.09094368079247175 0.022286661385050907 -391 XGBoost_1_AutoML_20190416_022142 heat_type_district 4.567152279065251e+19 0.0666214649731741 0.01632625838205648 -392 XGBoost_1_AutoML_20190416_022142 front_door_structure_stairway 2.1888197876462387e+19 0.031928512978137306 0.007824402433146884 -393 XGBoost_1_AutoML_20190416_022142 front_door_structure_corridor 1.2193234307338207e+19 0.01778638159361516 0.004358731254200752 -394 XGBoost_1_AutoML_20190416_022142 front_door_structure_mixed 1.136549446615774e+19 0.0165789499717514 0.004062838021514397 -395 XGBoost_1_AutoML_20190416_022142 heat_type_central 1.0762171545276121e+19 0.015698877349139956 0.0038471673958757374 -396 GBM_1_AutoML_20190416_020809 supply_area 4.322788194737151e+20 1.0 0.2272757866900139 -397 GBM_1_AutoML_20190416_020809 exclusive_use_area 3.353057641848017e+20 0.7756701209488477 0.17629103695058757 -398 GBM_1_AutoML_20190416_020809 city 3.285587386243031e+20 0.760062079896286 0.1727437071416766 -399 GBM_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.2258064591544438e+20 0.28356847569973975 0.06444824839514644 -400 GBM_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.2114400643040621e+20 0.28024506631598317 0.0636929179129602 -401 GBM_1_AutoML_20190416_020809 total_household_count_in_sites 9.183545966478125e+19 0.21244496729353482 0.048283597069972393 -402 GBM_1_AutoML_20190416_020809 bathroom_count 6.794429025209234e+19 0.15717700519033578 0.03572252750421396 -403 GBM_1_AutoML_20190416_020809 room_count 6.329651826204135e+19 0.1464252131045947 0.033278905499599686 -404 GBM_1_AutoML_20190416_020809 floor 5.995427119443948e+19 0.13869352023176104 0.03152167891948085 -405 GBM_1_AutoML_20190416_020809 heat_type_district 5.830458154031042e+19 0.13487725725561636 0.030654334749361592 -406 GBM_1_AutoML_20190416_020809 heat_fuel_cogeneration 5.444944748272314e+19 0.12595909174780645 0.028627451667742346 -407 GBM_1_AutoML_20190416_020809 heat_type_individual 4.810870026478079e+19 0.11129090322618979 0.025293727582174488 -408 GBM_1_AutoML_20190416_020809 total_household_count_of_area_type 4.632146610406346e+19 0.10715645554981917 0.024354067733998657 -409 GBM_1_AutoML_20190416_020809 heat_fuel_gas 3.559421724710876e+19 0.08234087733107887 0.01871408767216688 -410 GBM_1_AutoML_20190416_020809 front_door_structure_mixed 1.0809522013526295e+19 0.025005902502201065 0.005683236163081533 -411 GBM_1_AutoML_20190416_020809 front_door_structure_stairway 9.75085394418729e+18 0.022556862619497818 0.005126628697104934 -412 GBM_1_AutoML_20190416_020809 front_door_structure_corridor 9.168717512861286e+18 0.021210193744916513 0.004820563469223512 -413 GBM_1_AutoML_20190416_020809 heat_type_central 6.595181905191109e+18 0.015256777820436634 0.0034674961814944913 -414 XGBoost_grid_1_AutoML_20190416_030706_model_24 supply_area 1.0628029983195356e+21 1.0 0.2437868261630752 -415 XGBoost_grid_1_AutoML_20190416_030706_model_24 exclusive_use_area 9.617152010835775e+20 0.9048856679969906 0.22059920504144054 -416 XGBoost_grid_1_AutoML_20190416_030706_model_24 city 6.106882502089276e+20 0.5746015500281096 0.14008028818973634 -417 XGBoost_grid_1_AutoML_20190416_030706_model_24 total_parking_capacity_in_site 3.2725638909143495e+20 0.3079182027232521 0.07506640135974002 -418 XGBoost_grid_1_AutoML_20190416_030706_model_24 apartment_building_count_in_sites 2.9429095461275723e+20 0.2769007568458869 0.06750475667361218 -419 XGBoost_grid_1_AutoML_20190416_030706_model_24 total_household_count_in_sites 1.8301569836033822e+20 0.17220096165490292 0.0419803259040782 -420 XGBoost_grid_1_AutoML_20190416_030706_model_24 heat_fuel_cogeneration 1.7191480026789315e+20 0.16175603619835321 0.03943399067751604 -421 XGBoost_grid_1_AutoML_20190416_030706_model_24 floor 1.4971045321602656e+20 0.1408637851537332 0.03434073510394594 -422 XGBoost_grid_1_AutoML_20190416_030706_model_24 total_household_count_of_area_type 1.4582711888421008e+20 0.13720992424257974 0.033449971949174505 -423 XGBoost_grid_1_AutoML_20190416_030706_model_24 bathroom_count 1.1035269562797077e+20 0.10383175038314375 0.025312812880863286 -424 XGBoost_grid_1_AutoML_20190416_030706_model_24 heat_fuel_gas 8.288279618677794e+19 0.07798509819583603 0.019011739577178628 -425 XGBoost_grid_1_AutoML_20190416_030706_model_24 heat_type_district 7.643750300522014e+19 0.07192066933013952 0.017533311711518736 -426 XGBoost_grid_1_AutoML_20190416_030706_model_24 heat_type_individual 7.45449444266549e+19 0.07013994554449185 0.017099194711542597 -427 XGBoost_grid_1_AutoML_20190416_030706_model_24 room_count 4.601841870921584e+19 0.04329910508530597 0.010555751404448213 -428 XGBoost_grid_1_AutoML_20190416_030706_model_24 front_door_structure_stairway 2.728325954140111e+19 0.025671041184998893 0.00625826165479247 -429 XGBoost_grid_1_AutoML_20190416_030706_model_24 front_door_structure_corridor 1.5827560041788998e+19 0.014892280193803502 0.0036305417227785824 -430 XGBoost_grid_1_AutoML_20190416_030706_model_24 heat_type_central 1.3202386970031948e+19 0.012422233462746218 0.003028376869739648 -431 XGBoost_grid_1_AutoML_20190416_030706_model_24 front_door_structure_mixed 5.787350921054781e+18 0.005445365632394267 0.0013275084048188853 -432 XGBoost_grid_1_AutoML_20190416_023844_model_1 supply_area 7.14048817144336e+20 1.0 0.25819281628909396 -433 XGBoost_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 4.681987912298083e+20 0.6556957731577165 0.1692959383004457 -434 XGBoost_grid_1_AutoML_20190416_023844_model_1 city 4.614580284875415e+20 0.64625557442001 0.16685854680202852 -435 XGBoost_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 1.7989718431680273e+20 0.25193961532806347 0.06504899881634368 -436 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 1.7038146533226185e+20 0.23861318896047046 0.061608211261425606 -437 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 1.3590686758157785e+20 0.19033273960890268 0.04914254607164136 -438 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_district 1.0044372971268604e+20 0.14066787494220107 0.036319434792728957 -439 XGBoost_grid_1_AutoML_20190416_023844_model_1 floor 9.608971644325121e+19 0.13457023404581578 0.03474506771697169 -440 XGBoost_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 9.23610789994163e+19 0.12934840977510742 0.03339683020235075 -441 XGBoost_grid_1_AutoML_20190416_023844_model_1 bathroom_count 8.526014263616917e+19 0.11940380067730706 0.030829203572495533 -442 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 6.6399010222136885e+19 0.09298945482142737 0.024009209225531798 -443 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 5.156801453441522e+19 0.07221917226983011 0.018646471478414674 -444 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 4.8649585218855895e+19 0.06813201569805555 0.01759119701253372 -445 XGBoost_grid_1_AutoML_20190416_023844_model_1 room_count 4.8640938659415065e+19 0.06811990649874981 0.017588070504261966 -446 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 1.7236353295342109e+19 0.024138900424588192 0.006232490682746431 -447 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 1.2020703340754108e+19 0.016834567962493066 0.004346564513246239 -448 XGBoost_grid_1_AutoML_20190416_023844_model_1 heat_type_central 9.615185204436009e+18 0.013465725274764261 0.0034767535320666177 -449 XGBoost_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 7.388617533340778e+18 0.010347496355907081 0.0026716492256727863 -450 GBM_grid_1_AutoML_20190416_021340_model_9 supply_area 8.13525733088579e+20 1.0 0.2948675861336144 -451 GBM_grid_1_AutoML_20190416_021340_model_9 city 5.0380333509012514e+20 0.6192838340557687 0.18260672927959434 -452 GBM_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.9525631023384625e+20 0.4858559405776161 0.14326316840679845 -453 GBM_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.681386199412732e+20 0.20667892004218358 0.06094291425754097 -454 GBM_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.6581928372536345e+20 0.2038279515705357 0.06010225606616312 -455 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 1.0646848168685208e+20 0.13087291201304813 0.038590179655564404 -456 GBM_grid_1_AutoML_20190416_021340_model_9 floor 1.031034923207413e+20 0.1267366084774052 0.03737051781649345 -457 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 9.23339870329079e+19 0.11349854500896817 0.03346704199647183 -458 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 8.847224710946095e+19 0.10875162703652036 0.03206732975236187 -459 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 7.707230824253987e+19 0.09473862363263194 0.027935349264175173 -460 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_district 6.657595242937162e+19 0.08183632025580025 0.02413087821188523 -461 GBM_grid_1_AutoML_20190416_021340_model_9 bathroom_count 4.849212195961884e+19 0.05960736088275511 0.01757627861929323 -462 GBM_grid_1_AutoML_20190416_021340_model_9 room_count 4.5236793485215924e+19 0.05560585442512414 0.01639636406923352 -463 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 3.0090981230182924e+19 0.03698835821202786 0.010906667901026108 -464 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 2.3211820760304714e+19 0.028532374350569368 0.008413272351413044 -465 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 1.6706595398940099e+19 0.0205360380371902 0.006055411964774362 -466 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 7.480615870260052e+18 0.009195303314942026 0.0027113968922433777 -467 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_central 7.16405492775125e+18 0.008806181090981184 0.0025966573613531007 -468 GBM_grid_1_AutoML_20190416_023844_model_36 city 6.078804669474946e+20 1.0 0.20518687058964005 -469 GBM_grid_1_AutoML_20190416_023844_model_36 exclusive_use_area 5.4588627183004235e+20 0.8980158131601768 0.18426105444234758 -470 GBM_grid_1_AutoML_20190416_023844_model_36 supply_area 4.485953961080505e+20 0.7379664596901708 0.1514210284639419 -471 GBM_grid_1_AutoML_20190416_023844_model_36 apartment_building_count_in_sites 2.3266860553172576e+20 0.3827538770904813 0.07853607024624759 -472 GBM_grid_1_AutoML_20190416_023844_model_36 total_parking_capacity_in_site 1.974532711954556e+20 0.32482252997366096 0.06664931842230505 -473 GBM_grid_1_AutoML_20190416_023844_model_36 total_household_count_in_sites 1.7478149976038887e+20 0.2875260997249407 0.05899658061540535 -474 GBM_grid_1_AutoML_20190416_023844_model_36 room_count 1.6647951846761038e+20 0.27386884020734614 0.05619429027415955 -475 GBM_grid_1_AutoML_20190416_023844_model_36 floor 1.259514758873219e+20 0.2071977678766258 0.0425142615837635 -476 GBM_grid_1_AutoML_20190416_023844_model_36 total_household_count_of_area_type 9.902068019136718e+19 0.1628949860629755 0.033423912425004976 -477 GBM_grid_1_AutoML_20190416_023844_model_36 bathroom_count 9.399365145652416e+19 0.15462522085718344 0.03172706518191741 -478 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_individual 7.091481003052918e+19 0.11665913594268265 0.023936923029770452 -479 GBM_grid_1_AutoML_20190416_023844_model_36 heat_fuel_gas 5.683809251360139e+19 0.09350208734131073 0.019185400695162745 -480 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_district 5.1227979568409215e+19 0.08427311347188592 0.01729173642814191 -481 GBM_grid_1_AutoML_20190416_023844_model_36 heat_fuel_cogeneration 4.1062519580596896e+19 0.06755031920468609 0.013860438604940803 -482 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_stairway 2.0439666073658196e+19 0.03362448241888263 0.006899302322726897 -483 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_corridor 1.3326938547714785e+19 0.021923617014109276 0.004498438367130871 -484 GBM_grid_1_AutoML_20190416_023844_model_36 front_door_structure_mixed 8.730960152401805e+18 0.014362955592642751 0.002947089910472335 -485 GBM_grid_1_AutoML_20190416_023844_model_36 heat_type_central 7.318194913093353e+18 0.012038871638435882 0.0024702183969210314 -486 XGBoost_grid_1_AutoML_20190416_023844_model_3 supply_area 9.84961234247692e+20 1.0 0.24131294766578462 -487 XGBoost_grid_1_AutoML_20190416_023844_model_3 city 8.803025047196942e+20 0.8937433008640836 0.2156718303880602 -488 XGBoost_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 7.835341521075936e+20 0.7954974519439363 0.19196383498921213 -489 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 2.2970036394138167e+20 0.23320751716368365 0.05627599338458756 -490 XGBoost_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 1.983914272928322e+20 0.2014205436667388 0.04860538511266563 -491 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 1.339666165866462e+20 0.1360120702506319 0.03282147359030576 -492 XGBoost_grid_1_AutoML_20190416_023844_model_3 room_count 1.320014022797175e+20 0.13401685029821447 0.03234000118234632 -493 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 1.1929201543285939e+20 0.1211134116602812 0.029226234369602068 -494 XGBoost_grid_1_AutoML_20190416_023844_model_3 floor 1.1252258622343322e+20 0.11424062421032981 0.027567741771373885 -495 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 1.1063449606012325e+20 0.11232370596252478 0.027105164578561724 -496 XGBoost_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 1.0985262894356523e+20 0.11152990099906832 0.02691360916295831 -497 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_district 1.0751140804821621e+20 0.10915293344548005 0.026340016116095998 -498 XGBoost_grid_1_AutoML_20190416_023844_model_3 bathroom_count 1.0501182229409536e+20 0.10661518305774015 0.025727624089590496 -499 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 1.885931821984645e+19 0.019147269520968603 0.00462048404785617 -500 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 1.7553159978699719e+19 0.017821168355023356 0.004300478666598889 -501 XGBoost_grid_1_AutoML_20190416_023844_model_3 heat_type_central 1.3332940781690814e+19 0.013536513233309573 0.0032665359094468343 -502 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 1.2839451375842623e+19 0.013035489042012223 0.0031456322849930047 -503 XGBoost_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 1.1408335837222404e+19 0.011582522682667839 0.002795012689960388 -504 XGBoost_grid_1_AutoML_20190416_030706_model_27 supply_area 9.040386561870062e+20 1.0 0.21537063435345588 -505 XGBoost_grid_1_AutoML_20190416_030706_model_27 exclusive_use_area 8.152116978303317e+20 0.9017442918521615 0.1942092401608079 -506 XGBoost_grid_1_AutoML_20190416_030706_model_27 city 6.715855021577664e+20 0.7428725503733821 0.1599929324176849 -507 XGBoost_grid_1_AutoML_20190416_030706_model_27 apartment_building_count_in_sites 2.6125495787585536e+20 0.28898648977883207 0.06223920362324556 -508 XGBoost_grid_1_AutoML_20190416_030706_model_27 total_parking_capacity_in_site 2.546719618580349e+20 0.28170472591534224 0.06067092552075368 -509 XGBoost_grid_1_AutoML_20190416_030706_model_27 total_household_count_in_sites 2.3572581080689646e+20 0.26074749037958733 0.05615735240912336 -510 XGBoost_grid_1_AutoML_20190416_030706_model_27 room_count 1.9114432625183503e+20 0.21143379759669878 0.04553663111216121 -511 XGBoost_grid_1_AutoML_20190416_030706_model_27 bathroom_count 1.5876293475764588e+20 0.1756152059108463 0.03782235829913174 -512 XGBoost_grid_1_AutoML_20190416_030706_model_27 total_household_count_of_area_type 1.3439116881245608e+20 0.14865644062089356 0.03201623191724869 -513 XGBoost_grid_1_AutoML_20190416_030706_model_27 floor 1.3408122967872556e+20 0.1483136022570588 0.0319423946013489 -514 XGBoost_grid_1_AutoML_20190416_030706_model_27 heat_fuel_cogeneration 1.1010271066427962e+20 0.1217898260331737 0.026229952090561656 -515 XGBoost_grid_1_AutoML_20190416_030706_model_27 heat_type_individual 1.0216403440159739e+20 0.11300848000515601 0.024338708026030283 -516 XGBoost_grid_1_AutoML_20190416_030706_model_27 heat_fuel_gas 9.696237683198447e+19 0.10725468006085702 0.023099508482083732 -517 XGBoost_grid_1_AutoML_20190416_030706_model_27 heat_type_district 7.143271958963028e+19 0.07901511633464263 0.017017535728504094 -518 XGBoost_grid_1_AutoML_20190416_030706_model_27 front_door_structure_stairway 2.415398127902969e+19 0.02671786334989782 0.005754243178236444 -519 XGBoost_grid_1_AutoML_20190416_030706_model_27 front_door_structure_corridor 2.20188682363538e+19 0.024356113630387786 0.0052455916429614705 -520 XGBoost_grid_1_AutoML_20190416_030706_model_27 heat_type_central 5.972926493590815e+18 0.006606937051544925 0.001422940223924582 -521 XGBoost_grid_1_AutoML_20190416_030706_model_27 front_door_structure_mixed 3.9189425656378163e+18 0.004334928090538595 0.0009336162127359125 -522 XGBoost_1_AutoML_20190416_020809 supply_area 5.659702854745336e+20 1.0 0.20644000549191793 -523 XGBoost_1_AutoML_20190416_020809 exclusive_use_area 5.2959460573114584e+20 0.9357286403951599 0.1931718256621217 -524 XGBoost_1_AutoML_20190416_020809 city 4.649645733786587e+20 0.8215353090291879 0.16959775370779007 -525 XGBoost_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.8159324697334487e+20 0.3208529699065197 0.0662368888696001 -526 XGBoost_1_AutoML_20190416_020809 room_count 1.513616382059694e+20 0.26743742929730197 0.055209784372879434 -527 XGBoost_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.4792046587819327e+20 0.2613573003292398 0.05395460251532111 -528 XGBoost_1_AutoML_20190416_020809 total_household_count_in_sites 1.3036282209107549e+20 0.23033509962766638 0.04755037923211691 -529 XGBoost_1_AutoML_20190416_020809 bathroom_count 1.059118825125928e+20 0.1871332916776572 0.03863179776165623 -530 XGBoost_1_AutoML_20190416_020809 floor 8.555070397697176e+19 0.1511575893162702 0.031204973568595896 -531 XGBoost_1_AutoML_20190416_020809 total_household_count_of_area_type 8.444933637356808e+19 0.14921160799592537 0.030803245174136736 -532 XGBoost_1_AutoML_20190416_020809 heat_type_individual 6.609682044635893e+19 0.1167849658236749 0.024109088986012894 -533 XGBoost_1_AutoML_20190416_020809 heat_type_district 6.446459543492546e+19 0.11390102464633031 0.02351372815352351 -534 XGBoost_1_AutoML_20190416_020809 heat_fuel_cogeneration 6.215418285538673e+19 0.10981880930952764 0.022670995596974775 -535 XGBoost_1_AutoML_20190416_020809 heat_fuel_gas 5.185038671261414e+19 0.09161326670911807 0.018912643282562876 -536 XGBoost_1_AutoML_20190416_020809 front_door_structure_corridor 1.611667552480107e+19 0.028476186715859404 0.005878624142010896 -537 XGBoost_1_AutoML_20190416_020809 front_door_structure_stairway 1.6102225742988837e+19 0.028450655725658892 0.005873353524253688 -538 XGBoost_1_AutoML_20190416_020809 heat_type_central 8.626768231530496e+18 0.015242440200367491 0.0031466494386740954 -539 XGBoost_1_AutoML_20190416_020809 front_door_structure_mixed 8.481495257710592e+18 0.014985760693424647 0.003093660519851152 -540 XGBoost_grid_1_AutoML_20190416_022142_model_6 supply_area 7.929912891126065e+20 1.0 0.21035628421433644 -541 XGBoost_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 7.88531247737882e+20 0.994375674189668 0.2091731719356642 -542 XGBoost_grid_1_AutoML_20190416_022142_model_6 city 5.6481894726667076e+20 0.7122637474350177 0.14982915529100896 -543 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 2.6786889854892795e+20 0.3377955120398428 0.07105740873698048 -544 XGBoost_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 2.5854076504417868e+20 0.3260322888710387 0.06858294082080685 -545 XGBoost_grid_1_AutoML_20190416_022142_model_6 floor 2.3158276303250627e+20 0.2920369570410514 0.061431809136417374 -546 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 1.9954839500022927e+20 0.25164008450021313 0.05293407313484648 -547 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 1.4368701185972083e+20 0.18119620458947683 0.03811576031118304 -548 XGBoost_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 1.2532486860869888e+20 0.15804066239988981 0.03324484649721322 -549 XGBoost_grid_1_AutoML_20190416_022142_model_6 room_count 1.0816312817241765e+20 0.13639888565920708 0.028692362758246943 -550 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 6.215173314348004e+19 0.07837631257340881 0.016486949883363654 -551 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 5.54792324811121e+19 0.06996196962415047 0.014716939966452567 -552 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_district 5.112545670618887e+19 0.06447164982530967 0.013562016694420016 -553 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 3.0810622585678594e+19 0.03885367091504509 0.008173113841775523 -554 XGBoost_grid_1_AutoML_20190416_022142_model_6 bathroom_count 3.0412322299493482e+19 0.0383513951755085 0.008067456983555597 -555 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 2.4640620727436837e+19 0.031073003027575267 0.00653640145626156 -556 XGBoost_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 2.0111470648860082e+19 0.025361527831365884 0.005334956756604606 -557 XGBoost_grid_1_AutoML_20190416_022142_model_6 heat_type_central 1.3964491464592327e+19 0.017609892638567607 0.0037043515808624786 -558 XGBoost_grid_1_AutoML_20190416_023844_model_12 supply_area 1.0066578884025028e+21 1.0 0.26367081451243374 -559 XGBoost_grid_1_AutoML_20190416_023844_model_12 exclusive_use_area 5.6774407040902e+20 0.5639890939611977 0.14870746378087848 -560 XGBoost_grid_1_AutoML_20190416_023844_model_12 city 5.3737932397766037e+20 0.5338251755325184 0.14075411883990202 -561 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_parking_capacity_in_site 2.9595777905609356e+20 0.2940003574856581 0.07751931372519016 -562 XGBoost_grid_1_AutoML_20190416_023844_model_12 apartment_building_count_in_sites 2.4820672793359575e+20 0.24656512484840587 0.06501202729913909 -563 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_household_count_in_sites 2.4238758463382382e+20 0.2407844685134056 0.0634878369348731 -564 XGBoost_grid_1_AutoML_20190416_023844_model_12 floor 1.841161951505327e+20 0.18289847749836094 0.04822499053507686 -565 XGBoost_grid_1_AutoML_20190416_023844_model_12 total_household_count_of_area_type 1.2692557282078727e+20 0.12608610560059233 0.03324522616240891 -566 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_fuel_cogeneration 1.1574255440388686e+20 0.11497705003589886 0.0303160924332023 -567 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_district 1.1503643924043609e+20 0.11427560501511695 0.03013114185323704 -568 XGBoost_grid_1_AutoML_20190416_023844_model_12 room_count 1.1467631839601387e+20 0.11391786595741811 0.030036816504510677 -569 XGBoost_grid_1_AutoML_20190416_023844_model_12 bathroom_count 7.0603881336333664e+19 0.07013691756628182 0.018493058182092948 -570 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_fuel_gas 6.246643536158209e+19 0.06205329147195384 0.016361641905587525 -571 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_individual 5.2494806079607144e+19 0.052147613091189114 0.013749803618633084 -572 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_corridor 2.7024238791152894e+19 0.026845504418624794 0.007078376016055938 -573 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_mixed 2.3830652292696113e+19 0.023673039835324518 0.006241889695365306 -574 XGBoost_grid_1_AutoML_20190416_023844_model_12 heat_type_central 1.7641542021875237e+19 0.01752486343684363 0.004620795016611728 -575 XGBoost_grid_1_AutoML_20190416_023844_model_12 front_door_structure_stairway 8.966595939594666e+18 0.008907292182276582 0.0023485929848010996 -576 XGBoost_1_AutoML_20190416_030706 exclusive_use_area 5.744594652190107e+20 1.0 0.2124987255062017 -577 XGBoost_1_AutoML_20190416_030706 supply_area 5.5346375412495365e+20 0.9634513619058352 0.20473218649220426 -578 XGBoost_1_AutoML_20190416_030706 city 4.701926895960824e+20 0.818495852299732 0.17392932544580536 -579 XGBoost_1_AutoML_20190416_030706 total_parking_capacity_in_site 1.9306602628658286e+20 0.33608294053084686 0.07141719652718152 -580 XGBoost_1_AutoML_20190416_030706 apartment_building_count_in_sites 1.5735010629641883e+20 0.27390985060439316 0.05820549415702766 -581 XGBoost_1_AutoML_20190416_030706 total_household_count_in_sites 1.3237501633083579e+20 0.23043404164359665 0.0489669401625073 -582 XGBoost_1_AutoML_20190416_030706 floor 1.0343917761874782e+20 0.18006349252042 0.03826326267078473 -583 XGBoost_1_AutoML_20190416_030706 total_household_count_of_area_type 9.325675876358868e+19 0.1623382752132648 0.034496676583693785 -584 XGBoost_1_AutoML_20190416_030706 heat_fuel_cogeneration 9.064726582715535e+19 0.15779575638569449 0.03353139712224716 -585 XGBoost_1_AutoML_20190416_030706 room_count 8.041738325404837e+19 0.1399879158112392 0.029747253696157792 -586 XGBoost_1_AutoML_20190416_030706 bathroom_count 6.49580870397969e+19 0.11307688526819182 0.024028694003701754 -587 XGBoost_1_AutoML_20190416_030706 heat_type_individual 6.052020302339532e+19 0.10535156383979538 0.022387073046041765 -588 XGBoost_1_AutoML_20190416_030706 heat_fuel_gas 3.830605272585549e+19 0.06668190715815159 0.01416982028543008 -589 XGBoost_1_AutoML_20190416_030706 heat_type_district 3.4588078345786753e+19 0.060209780567546514 0.012794501633611703 -590 XGBoost_1_AutoML_20190416_030706 front_door_structure_stairway 2.2928784477082616e+19 0.03991366817907874 0.00848160361833167 -591 XGBoost_1_AutoML_20190416_030706 front_door_structure_corridor 1.9433969176010555e+19 0.033830009517906406 0.007188833906417783 -592 XGBoost_1_AutoML_20190416_030706 front_door_structure_mixed 7.689776516967694e+18 0.013386108128684054 0.002844530916833568 -593 XGBoost_1_AutoML_20190416_030706 heat_type_central 6.262278921358672e+18 0.010901167620192661 0.002316484225820414 -594 XGBoost_grid_1_AutoML_20190416_021340_model_6 supply_area 8.496624053923674e+20 1.0 0.26991416288264936 -595 XGBoost_grid_1_AutoML_20190416_021340_model_6 city 6.791921522971393e+20 0.7993670756604723 0.2157604950628478 -596 XGBoost_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 4.782635623407954e+20 0.5628865762513491 0.15193105902676346 -597 XGBoost_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 1.8998429750406624e+20 0.2235997453792639 0.06035273809481756 -598 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 1.716381279579726e+20 0.20200744068311635 0.0545246692480498 -599 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 1.4031793231035472e+20 0.16514551122872975 0.04457511241712976 -600 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 1.2961538288260638e+20 0.15254927375861832 0.041175209524913575 -601 XGBoost_grid_1_AutoML_20190416_021340_model_6 room_count 1.018661459153073e+20 0.11989014138888059 0.03236004715086218 -602 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 9.881732331678676e+19 0.11630186611723006 0.03139152083472211 -603 XGBoost_grid_1_AutoML_20190416_021340_model_6 bathroom_count 9.52312529486558e+19 0.11208128351245429 0.030252325814076993 -604 XGBoost_grid_1_AutoML_20190416_021340_model_6 floor 7.94514754831867e+19 0.09350946326323174 0.02523952849830105 -605 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 5.561480666286339e+19 0.06545518115183749 0.017667280426930384 -606 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 2.562928399094697e+19 0.030164079083988153 0.008141712155080695 -607 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_district 2.1026675540518502e+19 0.024747094148302996 0.006679591200817314 -608 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.6611978025323463e+19 0.019551268739084887 0.005277164335003809 -609 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 6.208950958144094e+18 0.007307550526819943 0.0019724113831692683 -610 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_central 5.818966278399853e+18 0.006848562724995112 0.0018485240748663716 -611 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 2.9478429008697754e+18 0.0034694284249383554 0.0009364478689985049 -612 GBM_1_AutoML_20190416_022142 supply_area 5.5743645676187576e+20 1.0 0.2914371316869079 -613 GBM_1_AutoML_20190416_022142 city 3.632090471291987e+20 0.6515703139315004 0.1898917833845346 -614 GBM_1_AutoML_20190416_022142 exclusive_use_area 2.623163472364731e+20 0.47057623170227764 0.13714338720734554 -615 GBM_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.2595080738425222e+20 0.22594648386633162 0.06584919517274589 -616 GBM_1_AutoML_20190416_022142 apartment_building_count_in_sites 9.353987860969449e+19 0.16780366169996055 0.04890421785239674 -617 GBM_1_AutoML_20190416_022142 total_household_count_in_sites 8.813467065145465e+19 0.15810711621451015 0.04607828444884544 -618 GBM_1_AutoML_20190416_022142 heat_fuel_cogeneration 8.481192012403651e+19 0.15214634618034364 0.04434109472744268 -619 GBM_1_AutoML_20190416_022142 floor 7.837336474973372e+19 0.1405960514405556 0.040974909958340466 -620 GBM_1_AutoML_20190416_022142 bathroom_count 5.52323173538857e+19 0.09908271460163878 0.028876382143254112 -621 GBM_1_AutoML_20190416_022142 total_household_count_of_area_type 4.532207600511274e+19 0.08130447059093823 0.023695141702345594 -622 GBM_1_AutoML_20190416_022142 room_count 3.6848700640773276e+19 0.06610385846456075 0.01926511890434891 -623 GBM_1_AutoML_20190416_022142 heat_type_district 3.179837105551442e+19 0.0570439386764005 0.016624721867974028 -624 GBM_1_AutoML_20190416_022142 heat_type_individual 2.5109555839613534e+19 0.04504469618918335 0.013127697055083784 -625 GBM_1_AutoML_20190416_022142 heat_fuel_gas 2.2947214490987397e+19 0.04116561486539071 0.011997188720497404 -626 GBM_1_AutoML_20190416_022142 front_door_structure_mixed 1.1634678002381488e+19 0.02087175652264803 0.006082804854228053 -627 GBM_1_AutoML_20190416_022142 front_door_structure_corridor 1.1276848540191556e+19 0.020229836788390698 0.005895725608102873 -628 GBM_1_AutoML_20190416_022142 heat_type_central 9.700040014309622e+18 0.01740115827848206 0.005071343656710703 -629 GBM_1_AutoML_20190416_022142 front_door_structure_stairway 9.073677926779585e+18 0.016277510766856167 0.004743871048895321 -630 XGBoost_2_AutoML_20190416_021340 supply_area 6.909529508802965e+20 1.0 0.24992205717555535 -631 XGBoost_2_AutoML_20190416_021340 exclusive_use_area 5.3145146096813395e+20 0.7691572346439038 0.19222935837366578 -632 XGBoost_2_AutoML_20190416_021340 city 4.781603313930868e+20 0.6920302327154041 0.17295361938791212 -633 XGBoost_2_AutoML_20190416_021340 total_parking_capacity_in_site 1.8274062693934773e+20 0.2644762233181438 0.06609844180569208 -634 XGBoost_2_AutoML_20190416_021340 apartment_building_count_in_sites 1.4274723728122813e+20 0.2065947284824003 0.05163257954394678 -635 XGBoost_2_AutoML_20190416_021340 total_household_count_in_sites 1.4101679069706217e+20 0.20409029372752832 0.05100666605794722 -636 XGBoost_2_AutoML_20190416_021340 heat_fuel_cogeneration 1.2670297889076727e+20 0.18337424962053286 0.045829269698187375 -637 XGBoost_2_AutoML_20190416_021340 total_household_count_of_area_type 1.0865258676863841e+20 0.15725034046125932 0.0393003285796344 -638 XGBoost_2_AutoML_20190416_021340 floor 9.716033290544926e+19 0.14061787098769002 0.03514350759289033 -639 XGBoost_2_AutoML_20190416_021340 bathroom_count 5.899033814646129e+19 0.08537533282303185 0.021337178811179833 -640 XGBoost_2_AutoML_20190416_021340 heat_type_individual 5.192176700748936e+19 0.0751451556018964 0.018780431874803157 -641 XGBoost_2_AutoML_20190416_021340 room_count 4.1600004844718916e+19 0.06020671131329443 0.015046985147193326 -642 XGBoost_2_AutoML_20190416_021340 heat_type_district 3.583268372698733e+19 0.05185980272800822 0.012960908582502291 -643 XGBoost_2_AutoML_20190416_021340 heat_fuel_gas 3.082228620502604e+19 0.04460837190977685 0.011148616074943687 -644 XGBoost_2_AutoML_20190416_021340 front_door_structure_stairway 2.6446452027826373e+19 0.03827532973718794 0.00956584914699072 -645 XGBoost_2_AutoML_20190416_021340 front_door_structure_corridor 1.1073138722378613e+19 0.016025893960321138 0.004005224386640767 -646 XGBoost_2_AutoML_20190416_021340 heat_type_central 5.91267325638869e+18 0.008557273326433808 0.002138651353555845 -647 XGBoost_2_AutoML_20190416_021340 front_door_structure_mixed 2.489108782697677e+18 0.0036024287609257204 0.000900326406758943 -648 XGBoost_grid_1_AutoML_20190416_020809_model_7 supply_area 9.41807742618228e+20 1.0 0.261706055558107 -649 XGBoost_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 5.296469952611861e+20 0.5623727341514162 0.14717635000819507 -650 XGBoost_grid_1_AutoML_20190416_020809_model_7 city 4.780888367490023e+20 0.5076289088682941 0.13284955942718704 -651 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.4677679986753352e+20 0.26202460300601627 0.06857342531188343 -652 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 2.361051511145722e+20 0.2506935762262893 0.0656080269879378 -653 XGBoost_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.20178786758888e+20 0.2337831563656404 0.061182467708375904 -654 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.5930357781916287e+20 0.1691466003202506 0.04426668958087643 -655 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 1.5163533743644842e+20 0.1610045559987666 0.042135867277321555 -656 XGBoost_grid_1_AutoML_20190416_020809_model_7 floor 1.2080029909556344e+20 0.12826428752829988 0.03356754075800226 -657 XGBoost_grid_1_AutoML_20190416_020809_model_7 room_count 1.1147547292179051e+20 0.11836330057330853 0.030976392515879202 -658 XGBoost_grid_1_AutoML_20190416_020809_model_7 bathroom_count 1.0406494926853374e+20 0.11049489673893836 0.028917183584847902 -659 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 8.451373257058366e+19 0.08973565277307581 0.02348436373017358 -660 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 7.565109710466266e+19 0.08032541428715845 0.021021647334163052 -661 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_district 5.414464526731759e+19 0.05749012544406923 0.015045513963508122 -662 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 3.4288045811822494e+19 0.03640662978253039 0.009527835476550332 -663 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 2.972857560059819e+19 0.03156543979767322 0.00826086674140595 -664 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_central 1.4413953126329483e+19 0.015304560022259592 0.004005296035477853 -665 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 6.099541304843174e+18 0.006476418730521829 0.001694918000107511 -666 GBM_1_AutoML_20190416_023643 supply_area 4.390195470316098e+20 1.0 0.22806392448092153 -667 GBM_1_AutoML_20190416_023643 city 3.5548234791225865e+20 0.8097187250905337 0.18466763016983553 -668 GBM_1_AutoML_20190416_023643 exclusive_use_area 3.518585686933415e+20 0.8014644702551419 0.18278513241841046 -669 GBM_1_AutoML_20190416_023643 total_parking_capacity_in_site 1.2776218682031551e+20 0.29101708041058255 0.06637049744941736 -670 GBM_1_AutoML_20190416_023643 apartment_building_count_in_sites 1.238697661244071e+20 0.2821509132382398 0.06434844456898897 -671 GBM_1_AutoML_20190416_023643 heat_fuel_gas 8.738425836354404e+19 0.19904411763527308 0.04539478261274258 -672 GBM_1_AutoML_20190416_023643 floor 8.42870748455874e+19 0.19198934401779305 0.04378584325521562 -673 GBM_1_AutoML_20190416_023643 total_household_count_in_sites 7.707947705835297e+19 0.17557185683306986 0.04004160669775241 -674 GBM_1_AutoML_20190416_023643 bathroom_count 5.888430124507857e+19 0.1341268324912167 0.030589491796142065 -675 GBM_1_AutoML_20190416_023643 total_household_count_of_area_type 4.526926866065392e+19 0.10311447170573133 0.02351669108798603 -676 GBM_1_AutoML_20190416_023643 heat_type_district 4.095960089419055e+19 0.09329789794357704 0.021277884750832678 -677 GBM_1_AutoML_20190416_023643 room_count 4.003777034546315e+19 0.09119814964088695 0.020799007912499022 -678 GBM_1_AutoML_20190416_023643 heat_type_individual 2.8318291409277813e+19 0.06450348646375618 0.014710918265626234 -679 GBM_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.7748808177257808e+19 0.040428286843409905 0.009220233757548471 -680 GBM_1_AutoML_20190416_023643 front_door_structure_stairway 1.7510571495309443e+19 0.039885630636962655 0.009096473453462182 -681 GBM_1_AutoML_20190416_023643 front_door_structure_mixed 1.5621941471790236e+19 0.035583703681115235 0.008115359109081354 -682 GBM_1_AutoML_20190416_023643 heat_type_central 7.709191143535149e+18 0.017560017989313084 0.004004806616598322 -683 GBM_1_AutoML_20190416_023643 front_door_structure_corridor 6.181648435158974e+18 0.014080576769202238 0.0032112715969391573 -684 XGBoost_2_AutoML_20190416_030706 supply_area 7.973479588021341e+20 1.0 0.28926513879338084 -685 XGBoost_2_AutoML_20190416_030706 exclusive_use_area 4.886759198636481e+20 0.612876617377678 0.1772838397889718 -686 XGBoost_2_AutoML_20190416_030706 city 3.796336749702189e+20 0.4761204575484803 0.13772505023512915 -687 XGBoost_2_AutoML_20190416_030706 total_parking_capacity_in_site 1.939291693026661e+20 0.24321774096469542 0.07035441359716517 -688 XGBoost_2_AutoML_20190416_030706 apartment_building_count_in_sites 1.6847614362272137e+20 0.21129563544105037 0.06112046131229104 -689 XGBoost_2_AutoML_20190416_030706 total_household_count_in_sites 1.3656504403805759e+20 0.171274087467686 0.04954362268304984 -690 XGBoost_2_AutoML_20190416_030706 total_household_count_of_area_type 9.5090726566533e+19 0.1192587571295586 0.03449740093340787 -691 XGBoost_2_AutoML_20190416_030706 heat_fuel_cogeneration 8.79254819672005e+19 0.11027241118079999 0.031897964325294875 -692 XGBoost_2_AutoML_20190416_030706 heat_type_individual 8.614466895438938e+19 0.10803899101191104 0.031251913730157274 -693 XGBoost_2_AutoML_20190416_030706 floor 8.52083072599893e+19 0.10686464587932076 0.030912216622387214 -694 XGBoost_2_AutoML_20190416_030706 bathroom_count 6.703127778661971e+19 0.08406778627403981 0.024317879864612403 -695 XGBoost_2_AutoML_20190416_030706 heat_fuel_gas 6.650095694026428e+19 0.08340268035572512 0.024125487908838807 -696 XGBoost_2_AutoML_20190416_030706 heat_type_district 5.0740966286048625e+19 0.06363716834777808 0.01840801433453777 -697 XGBoost_2_AutoML_20190416_030706 room_count 1.8395538717692396e+19 0.023070904634067472 0.006673608431062381 -698 XGBoost_2_AutoML_20190416_030706 front_door_structure_stairway 1.7994550125577372e+19 0.022568001744948104 0.006528136157041675 -699 XGBoost_2_AutoML_20190416_030706 front_door_structure_corridor 9.560967186558747e+18 0.011990959631880552 0.0034685666021817547 -700 XGBoost_2_AutoML_20190416_030706 heat_type_central 4.5940377572899553e+18 0.005761647354301422 0.0016666437216205166 -701 XGBoost_2_AutoML_20190416_030706 front_door_structure_mixed 2.6452124958069883e+18 0.0033175133473482827 0.0009596409588695945 -702 XGBoost_grid_1_AutoML_20190416_021340_model_8 supply_area 6.891118934263763e+20 1.0 0.27033462218253407 -703 XGBoost_grid_1_AutoML_20190416_021340_model_8 city 5.807302351189149e+20 0.8427226995480078 0.22781712258695588 -704 XGBoost_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 4.516783915279623e+20 0.6554500014245059 0.17719082849463524 -705 XGBoost_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 1.5158984404333756e+20 0.21997856297271004 0.05946782170948435 -706 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 1.3916457979718979e+20 0.20194772594221366 0.05459346219321027 -707 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 1.1178071494184718e+20 0.16220981818504873 0.043850929913352696 -708 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 8.952164739528943e+19 0.1299087249099319 0.035118826066741195 -709 XGBoost_grid_1_AutoML_20190416_021340_model_8 floor 7.793813406699487e+19 0.1130993889533292 0.03057468058177372 -710 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 6.9611774402405335e+19 0.10101664920668295 0.027308297697434217 -711 XGBoost_grid_1_AutoML_20190416_021340_model_8 bathroom_count 5.5822944214001385e+19 0.08100708280688734 0.02189901912470914 -712 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 4.330740566516669e+19 0.06284524484091435 0.01698924552003743 -713 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_district 4.082442693467177e+19 0.0592420872779979 0.01601518728160227 -714 XGBoost_grid_1_AutoML_20190416_021340_model_8 room_count 1.88087582771548e+19 0.02729420063211302 0.007378567415656556 -715 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 1.376505984652306e+19 0.019975072231130632 0.005399953604671527 -716 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 7.02388698641911e+18 0.010192665448705583 0.002755430363108793 -717 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.567980706101199e+18 0.006628793886270714 0.0017919924907708851 -718 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_central 3.8593806463716557e+18 0.005600513767339275 0.0015140127733217436 -719 XGBoost_grid_1_AutoML_20190416_030706_model_20 supply_area 7.180860831040411e+20 1.0 0.22225257244824276 -720 XGBoost_grid_1_AutoML_20190416_030706_model_20 exclusive_use_area 6.68845695103209e+20 0.9314282936831436 0.20701233432215602 -721 XGBoost_grid_1_AutoML_20190416_030706_model_20 city 6.489605435297639e+20 0.9037364165651685 0.2008577433967654 -722 XGBoost_grid_1_AutoML_20190416_030706_model_20 total_parking_capacity_in_site 1.7648542612409287e+20 0.24577196282819824 0.05462345097422096 -723 XGBoost_grid_1_AutoML_20190416_030706_model_20 apartment_building_count_in_sites 1.6644239895505666e+20 0.2317861366085567 0.05151506511909154 -724 XGBoost_grid_1_AutoML_20190416_030706_model_20 total_household_count_in_sites 1.5848610411805095e+20 0.22070627442460602 0.0490525372463365 -725 XGBoost_grid_1_AutoML_20190416_030706_model_20 total_household_count_of_area_type 1.1132293107659938e+20 0.1550272783388147 0.034455211410451304 -726 XGBoost_grid_1_AutoML_20190416_030706_model_20 floor 1.0538744185442271e+20 0.1467615712574024 0.03261813674850377 -727 XGBoost_grid_1_AutoML_20190416_030706_model_20 bathroom_count 9.438782197703534e+19 0.13144360292992868 0.029213678883042028 -728 XGBoost_grid_1_AutoML_20190416_030706_model_20 heat_fuel_cogeneration 8.489540384291029e+19 0.11822454973077383 0.02627571030419969 -729 XGBoost_grid_1_AutoML_20190416_030706_model_20 room_count 7.768440196767626e+19 0.10818257559298894 0.024043855719618274 -730 XGBoost_grid_1_AutoML_20190416_030706_model_20 heat_type_individual 7.296494621754078e+19 0.10161030541371617 0.022583151765450026 -731 XGBoost_grid_1_AutoML_20190416_030706_model_20 heat_type_district 4.6288260852904624e+19 0.06446060151008118 0.014326534507176622 -732 XGBoost_grid_1_AutoML_20190416_030706_model_20 heat_fuel_gas 3.4804677738412114e+19 0.04846867048023459 0.010772286697378342 -733 XGBoost_grid_1_AutoML_20190416_030706_model_20 front_door_structure_corridor 3.361204627185651e+19 0.046807822993258835 0.010403159070953783 -734 XGBoost_grid_1_AutoML_20190416_030706_model_20 front_door_structure_stairway 1.4616112632747262e+19 0.0203542624995137 0.00452378720080372 -735 XGBoost_grid_1_AutoML_20190416_030706_model_20 heat_type_central 1.2343968555413275e+19 0.01719009579193418 0.0038205430103890846 -736 XGBoost_grid_1_AutoML_20190416_030706_model_20 front_door_structure_mixed 5.331840296097415e+18 0.007425071201839324 0.0016502411752201554 -737 XGBoost_grid_1_AutoML_20190416_022142_model_1 city 7.039090329520555e+20 1.0 0.20077745579967754 -738 XGBoost_grid_1_AutoML_20190416_022142_model_1 supply_area 6.958222568711583e+20 0.9885116176915889 0.19847084762854073 -739 XGBoost_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 6.745848995095951e+20 0.9583410184133017 0.1924132714654946 -740 XGBoost_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 2.036990250068046e+20 0.2893825984197576 0.05810150186341872 -741 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 1.9322805032005193e+20 0.2745071327039115 0.055114843703155815 -742 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 1.7773519261287422e+20 0.25249738857233855 0.05069578327361671 -743 XGBoost_grid_1_AutoML_20190416_022142_model_1 room_count 1.757504773677153e+20 0.24967782645245012 0.050129678764716364 -744 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_district 1.2338018438288402e+20 0.17527859227129378 0.035191989812379386 -745 XGBoost_grid_1_AutoML_20190416_022142_model_1 floor 1.1982992290944647e+20 0.1702349555125091 0.03417934125597287 -746 XGBoost_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.0450265165341183e+20 0.1484604498043566 0.029807511398594454 -747 XGBoost_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 9.613865790482678e+19 0.13657824151174794 0.027421831848322656 -748 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 6.520883726358099e+19 0.09263815949357547 0.018599653973084825 -749 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 5.638191393533015e+19 0.08009829579665363 0.01608193204394212 -750 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 3.242967544781131e+19 0.04607083291971358 0.009249984620192123 -751 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 3.046365629837109e+19 0.04327783118595954 0.008689212838044897 -752 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 1.9028335147268178e+19 0.02703237812912714 0.005427492104980993 -753 XGBoost_grid_1_AutoML_20190416_022142_model_1 heat_type_central 1.781387287734308e+19 0.025307066742182888 0.005081088474248114 -754 XGBoost_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 1.601004598665098e+19 0.022744481512771628 0.004566579131617088 -755 XGBoost_grid_1_AutoML_20190416_030706_model_4 supply_area 9.595434105320222e+20 1.0 0.2329723913603044 -756 XGBoost_grid_1_AutoML_20190416_030706_model_4 city 7.716455638850098e+20 0.8041799416424195 0.18735172408842451 -757 XGBoost_grid_1_AutoML_20190416_030706_model_4 exclusive_use_area 7.71563654666787e+20 0.8040945789404054 0.18733183693560332 -758 XGBoost_grid_1_AutoML_20190416_030706_model_4 apartment_building_count_in_sites 2.9311032541513043e+20 0.3054685407642103 0.07116573642718071 -759 XGBoost_grid_1_AutoML_20190416_030706_model_4 room_count 2.183846300729622e+20 0.22759223571956796 0.05302270741062584 -760 XGBoost_grid_1_AutoML_20190416_030706_model_4 total_parking_capacity_in_site 2.0782935363068468e+20 0.21659192418970702 0.05045993852780581 -761 XGBoost_grid_1_AutoML_20190416_030706_model_4 total_household_count_in_sites 1.5998786107973252e+20 0.1667333226654401 0.03884426090081682 -762 XGBoost_grid_1_AutoML_20190416_030706_model_4 heat_fuel_cogeneration 1.4593886444996421e+20 0.15209198755171263 0.035433234046664146 -763 XGBoost_grid_1_AutoML_20190416_030706_model_4 heat_type_individual 1.1354997868452014e+20 0.11833751077667445 0.02756937287326764 -764 XGBoost_grid_1_AutoML_20190416_030706_model_4 floor 1.1329782988194552e+20 0.11807473079214534 0.02750815239187027 -765 XGBoost_grid_1_AutoML_20190416_030706_model_4 total_household_count_of_area_type 1.0759030900262542e+20 0.11212656751295035 0.026122394568514663 -766 XGBoost_grid_1_AutoML_20190416_030706_model_4 bathroom_count 1.0045849835287033e+20 0.10469406308274344 0.024390826237613305 -767 XGBoost_grid_1_AutoML_20190416_030706_model_4 heat_type_district 5.834936684793299e+19 0.06080951232376342 0.014166937503521066 -768 XGBoost_grid_1_AutoML_20190416_030706_model_4 heat_fuel_gas 3.930117232164392e+19 0.04095820146360366 0.009542130140792865 -769 XGBoost_grid_1_AutoML_20190416_030706_model_4 front_door_structure_mixed 1.7103067197288219e+19 0.017824172423637784 0.004152540073553287 -770 XGBoost_grid_1_AutoML_20190416_030706_model_4 front_door_structure_stairway 1.6655871629015908e+19 0.017358122046589847 0.004043963202718058 -771 XGBoost_grid_1_AutoML_20190416_030706_model_4 heat_type_central 1.3090130131370902e+19 0.013642040566057384 0.0031782188137086695 -772 XGBoost_grid_1_AutoML_20190416_030706_model_4 front_door_structure_corridor 1.1300207664723657e+19 0.011776650791086373 0.002743634497014613 -773 GBM_grid_1_AutoML_20190416_022142_model_19 supply_area 5.651336011062612e+20 1.0 0.26566206432280287 -774 GBM_grid_1_AutoML_20190416_022142_model_19 city 2.964809003003103e+20 0.5246209033048868 0.1393718721588698 -775 GBM_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.9075316399513744e+20 0.33753640488149 0.08967061810491403 -776 GBM_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 1.666038600385723e+20 0.29480437849110663 0.0783183397613483 -777 GBM_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 1.635382984750305e+20 0.28937988849875634 0.07687725855208213 -778 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 1.579901979856449e+20 0.2795625630406256 0.07426916760474632 -779 GBM_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 1.3877055881025998e+20 0.24555354439837523 0.06523426150665339 -780 GBM_grid_1_AutoML_20190416_022142_model_19 room_count 1.0869348860119168e+20 0.19233237660691532 0.05109541620550388 -781 GBM_grid_1_AutoML_20190416_022142_model_19 floor 8.141844900871982e+19 0.1440693826191567 0.03827376959231691 -782 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 6.329741986157612e+19 0.11200434682643194 0.02975530599103709 -783 GBM_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.9007422397120774e+19 0.06902336424654791 0.018336889432242664 -784 GBM_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 3.6764453860829823e+19 0.06505444692876625 0.017282498664474264 -785 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 3.238772248214189e+19 0.05730985101353419 0.01522505332628777 -786 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_district 2.576568060739584e+19 0.045592193698904056 0.012112116295055939 -787 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 2.5127526257657905e+19 0.044462983989043005 0.011812128112480896 -788 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 1.819712524739045e+19 0.03219968731600667 0.008554235402919103 -789 GBM_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.0002971960436326e+19 0.017700189726562524 0.0047022689416638674 -790 GBM_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 7.33212077761495e+18 0.012974137023992497 0.003446736024600753 -791 GBM_grid_1_AutoML_20190416_030706_model_31 supply_area 7.61508031492543e+20 1.0 0.2860760827398897 -792 GBM_grid_1_AutoML_20190416_030706_model_31 city 4.961392992398753e+20 0.6515220834473021 0.18638488545113574 -793 GBM_grid_1_AutoML_20190416_030706_model_31 exclusive_use_area 4.604424667715695e+20 0.6046455818320261 0.17297463949648748 -794 GBM_grid_1_AutoML_20190416_030706_model_31 total_parking_capacity_in_site 1.671580138989714e+20 0.2195091935817729 0.06279633022526573 -795 GBM_grid_1_AutoML_20190416_030706_model_31 apartment_building_count_in_sites 1.6589827264070287e+20 0.2178549217866357 0.06232308263032581 -796 GBM_grid_1_AutoML_20190416_030706_model_31 floor 1.1556442472409412e+20 0.15175732880661782 0.043414142152066654 -797 GBM_grid_1_AutoML_20190416_030706_model_31 heat_type_district 1.1486290112120095e+20 0.15083609938567763 0.04315060044801935 -798 GBM_grid_1_AutoML_20190416_030706_model_31 total_household_count_of_area_type 9.78903998301995e+19 0.1285480858794568 0.03677453285210593 -799 GBM_grid_1_AutoML_20190416_030706_model_31 total_household_count_in_sites 9.74305928635566e+19 0.12794427482608986 0.03660179695124367 -800 GBM_grid_1_AutoML_20190416_030706_model_31 heat_fuel_cogeneration 4.917071414800312e+19 0.06457018457392937 0.01847198546470137 -801 GBM_grid_1_AutoML_20190416_030706_model_31 bathroom_count 4.230269832798405e+19 0.05555121755586933 0.01589187470981449 -802 GBM_grid_1_AutoML_20190416_030706_model_31 heat_type_individual 4.0846557904715645e+19 0.05363903756163553 0.0153448457475705 -803 GBM_grid_1_AutoML_20190416_030706_model_31 room_count 2.2374529461613756e+19 0.02938186931234337 0.00840545007645057 -804 GBM_grid_1_AutoML_20190416_030706_model_31 front_door_structure_stairway 1.1914736808115569e+19 0.015646239192990366 0.004476014817942018 -805 GBM_grid_1_AutoML_20190416_030706_model_31 heat_type_central 9.34168608507324e+18 0.012267350702478728 0.003509395634561549 -806 GBM_grid_1_AutoML_20190416_030706_model_31 front_door_structure_corridor 4.843962797597393e+18 0.006361013406652202 0.0018197337976309832 -807 GBM_grid_1_AutoML_20190416_030706_model_31 front_door_structure_mixed 4.2180765237242757e+18 0.005539109699810935 0.001584606804788439 -808 GBM_grid_1_AutoML_20190416_030706_model_31 heat_fuel_gas 0.0 0.0 0.0 -809 XGBoost_grid_1_AutoML_20190416_030706_model_13 supply_area 9.588503487706164e+20 1.0 0.2673634434869464 -810 XGBoost_grid_1_AutoML_20190416_030706_model_13 exclusive_use_area 7.123538452033286e+20 0.7429249476903964 0.1986309722668639 -811 XGBoost_grid_1_AutoML_20190416_030706_model_13 city 6.404171446678979e+20 0.6679010394990255 0.17857232182897045 -812 XGBoost_grid_1_AutoML_20190416_030706_model_13 total_parking_capacity_in_site 2.4842780893561592e+20 0.25908924083318735 0.06927099159957972 -813 XGBoost_grid_1_AutoML_20190416_030706_model_13 apartment_building_count_in_sites 1.7419034953273836e+20 0.18166583529544036 0.04857080328852138 -814 XGBoost_grid_1_AutoML_20190416_030706_model_13 total_household_count_in_sites 1.5931571642753352e+20 0.16615284818094825 0.044423197634822144 -815 XGBoost_grid_1_AutoML_20190416_030706_model_13 heat_fuel_cogeneration 1.3868107615594506e+20 0.1446326596572177 0.03866948592662928 -816 XGBoost_grid_1_AutoML_20190416_030706_model_13 total_household_count_of_area_type 1.1724804090900985e+20 0.12227981254774391 0.03269315175170313 -817 XGBoost_grid_1_AutoML_20190416_030706_model_13 floor 1.0808132450731111e+20 0.11271970088542686 0.030137127377546327 -818 XGBoost_grid_1_AutoML_20190416_030706_model_13 heat_type_district 8.831037260957326e+19 0.09210026645221521 0.024624244384729547 -819 XGBoost_grid_1_AutoML_20190416_030706_model_13 bathroom_count 7.228942386562125e+19 0.07539176885976696 0.020157002932919228 -820 XGBoost_grid_1_AutoML_20190416_030706_model_13 heat_type_individual 6.213484904292391e+19 0.06480140422599803 0.017325526576652393 -821 XGBoost_grid_1_AutoML_20190416_030706_model_13 room_count 4.639398549298505e+19 0.048385011855571404 0.012936383382862297 -822 XGBoost_grid_1_AutoML_20190416_030706_model_13 front_door_structure_stairway 2.460702624916177e+19 0.02566305188365578 0.006861361921998375 -823 XGBoost_grid_1_AutoML_20190416_030706_model_13 front_door_structure_corridor 1.4217314267794768e+19 0.014827459035733159 0.0039643205059552555 -824 XGBoost_grid_1_AutoML_20190416_030706_model_13 heat_fuel_gas 1.0112306297190744e+19 0.01054628212854714 0.002819690305873206 -825 XGBoost_grid_1_AutoML_20190416_030706_model_13 heat_type_central 5.989197066658644e+18 0.006246227134753252 0.0016700127955492322 -826 XGBoost_grid_1_AutoML_20190416_030706_model_13 front_door_structure_mixed 4.69794050660316e+18 0.0048995555068907185 0.0013099620318777335 -827 XGBoost_2_AutoML_20190416_015849 supply_area 8.073467240310825e+20 1.0 0.29477427704454456 -828 XGBoost_2_AutoML_20190416_015849 city 4.3536174452488274e+20 0.5392500292205576 0.1589570375097394 -829 XGBoost_2_AutoML_20190416_015849 exclusive_use_area 4.014123790807408e+20 0.49719948955324755 0.1465616200799751 -830 XGBoost_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.69564026815522e+20 0.2100262771475541 0.06191034400652741 -831 XGBoost_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.685651952684782e+20 0.20878909921976535 0.061545655777288016 -832 XGBoost_2_AutoML_20190416_015849 total_household_count_in_sites 1.3611887981169213e+20 0.16860027514826656 0.049699024216341564 -833 XGBoost_2_AutoML_20190416_015849 heat_fuel_cogeneration 1.2339958856409101e+20 0.1528458404438143 0.045055022116091165 -834 XGBoost_2_AutoML_20190416_015849 floor 9.686937574046066e+19 0.11998485019768437 0.03536844747332039 -835 XGBoost_2_AutoML_20190416_015849 total_household_count_of_area_type 9.132508395935367e+19 0.11311755066443757 0.033344144218159226 -836 XGBoost_2_AutoML_20190416_015849 bathroom_count 8.644275095472597e+19 0.10707016995513065 0.03156153194156015 -837 XGBoost_2_AutoML_20190416_015849 heat_type_individual 7.938234698812516e+19 0.09832497565825135 0.028983673615083482 -838 XGBoost_2_AutoML_20190416_015849 heat_fuel_gas 5.523275715853681e+19 0.06841268505154716 0.020166299776745934 -839 XGBoost_2_AutoML_20190416_015849 heat_type_district 2.6466043126010085e+19 0.032781508041384154 0.009663145333328937 -840 XGBoost_2_AutoML_20190416_015849 room_count 2.465033821120312e+19 0.0305325301725682 0.009000204507959535 -841 XGBoost_2_AutoML_20190416_015849 front_door_structure_stairway 1.7538176933748015e+19 0.021723227966021698 0.006403448818757878 -842 XGBoost_2_AutoML_20190416_015849 front_door_structure_corridor 1.0135457614025196e+19 0.012554033245368051 0.0037006060738965446 -843 XGBoost_2_AutoML_20190416_015849 heat_type_central 5.893668747658396e+18 0.007300046649389131 0.002151865973465131 -844 XGBoost_2_AutoML_20190416_015849 front_door_structure_mixed 3.1596948771643064e+18 0.00391367770886336 0.0011536515172155465 -845 XGBoost_grid_1_AutoML_20190416_030706_model_12 supply_area 7.305889200945517e+20 1.0 0.2567611204233751 -846 XGBoost_grid_1_AutoML_20190416_030706_model_12 exclusive_use_area 5.154258239066011e+20 0.7054936226515665 0.181143333003562 -847 XGBoost_grid_1_AutoML_20190416_030706_model_12 city 4.733892249847249e+20 0.6479556587355029 0.16636982092159378 -848 XGBoost_grid_1_AutoML_20190416_030706_model_12 total_parking_capacity_in_site 1.8181805751880647e+20 0.2488650628526858 0.06389887237228928 -849 XGBoost_grid_1_AutoML_20190416_030706_model_12 apartment_building_count_in_sites 1.8034998959339995e+20 0.24685563198803964 0.06338292865206942 -850 XGBoost_grid_1_AutoML_20190416_030706_model_12 total_household_count_in_sites 1.448584755284185e+20 0.1982763104451011 0.05090964762329711 -851 XGBoost_grid_1_AutoML_20190416_030706_model_12 total_household_count_of_area_type 1.0447611384076383e+20 0.1430025982699583 0.03671750735524829 -852 XGBoost_grid_1_AutoML_20190416_030706_model_12 floor 9.953469747930595e+19 0.1362389912324763 0.03498087603420099 -853 XGBoost_grid_1_AutoML_20190416_030706_model_12 heat_fuel_cogeneration 9.368447758288657e+19 0.12823145137591474 0.03292485112879542 -854 XGBoost_grid_1_AutoML_20190416_030706_model_12 bathroom_count 7.115052773133831e+19 0.09738790963614685 0.025005428793867475 -855 XGBoost_grid_1_AutoML_20190416_030706_model_12 heat_type_individual 6.048689661716673e+19 0.08279197090661956 0.021257759212043113 -856 XGBoost_grid_1_AutoML_20190416_030706_model_12 heat_fuel_gas 5.999370407945804e+19 0.08211690928969159 0.021084429634925874 -857 XGBoost_grid_1_AutoML_20190416_030706_model_12 room_count 4.005040153504304e+19 0.05481933880116849 0.014075474851456622 -858 XGBoost_grid_1_AutoML_20190416_030706_model_12 heat_type_district 3.2974415289653395e+19 0.04513402049046391 0.011588661670343083 -859 XGBoost_grid_1_AutoML_20190416_030706_model_12 front_door_structure_stairway 2.6054652054384673e+19 0.03566253379672486 0.009156752134783558 -860 XGBoost_grid_1_AutoML_20190416_030706_model_12 front_door_structure_corridor 1.6169592820422672e+19 0.02213227216521437 0.005682706998655519 -861 XGBoost_grid_1_AutoML_20190416_030706_model_12 heat_type_central 9.523867465214329e+18 0.013035877226254355 0.003347106442314627 -862 XGBoost_grid_1_AutoML_20190416_030706_model_12 front_door_structure_mixed 4.873386828268306e+18 0.006670491016531705 0.0017127227471787389 -863 XGBoost_2_AutoML_20190416_023844 supply_area 7.104745775213199e+20 1.0 0.26415482539402296 -864 XGBoost_2_AutoML_20190416_023844 exclusive_use_area 4.794110302677285e+20 0.674775770218664 0.17824527576222854 -865 XGBoost_2_AutoML_20190416_023844 city 4.671121570822168e+20 0.6574649844782092 0.17367254817752537 -866 XGBoost_2_AutoML_20190416_023844 total_parking_capacity_in_site 1.6745706346954044e+20 0.23569747429071858 0.062260625167076984 -867 XGBoost_2_AutoML_20190416_023844 apartment_building_count_in_sites 1.6488556085887002e+20 0.23207805891396888 0.06130453913020322 -868 XGBoost_2_AutoML_20190416_023844 total_household_count_in_sites 1.3478111720831661e+20 0.1897057565079056 0.05011169098658684 -869 XGBoost_2_AutoML_20190416_023844 heat_fuel_cogeneration 1.334895077050286e+20 0.1878878033479289 0.049631469887038676 -870 XGBoost_2_AutoML_20190416_023844 floor 9.203976651740807e+19 0.12954688236490228 0.03422043409144079 -871 XGBoost_2_AutoML_20190416_023844 total_household_count_of_area_type 8.411285063109653e+19 0.11838966979585203 0.03127320255337933 -872 XGBoost_2_AutoML_20190416_023844 bathroom_count 7.665924371421698e+19 0.10789864428599713 0.028501947541619364 -873 XGBoost_2_AutoML_20190416_023844 room_count 4.028551670348015e+19 0.05670226349833223 0.014978176513847833 -874 XGBoost_2_AutoML_20190416_023844 heat_type_district 3.6789727235105882e+19 0.051781905220953384 0.013678440132210787 -875 XGBoost_2_AutoML_20190416_023844 heat_fuel_gas 3.641294878952286e+19 0.051251585829515736 0.013538353705962512 -876 XGBoost_2_AutoML_20190416_023844 heat_type_individual 3.1128803658570924e+19 0.043814099256263415 0.011573705738834653 -877 XGBoost_2_AutoML_20190416_023844 front_door_structure_stairway 1.670578835740531e+19 0.023513562463681546 0.006211220986985251 -878 XGBoost_2_AutoML_20190416_023844 front_door_structure_corridor 8.777727329733444e+18 0.012354738096832244 0.003263563684757605 -879 XGBoost_2_AutoML_20190416_023844 front_door_structure_mixed 5.142121213992108e+18 0.007237586504406351 0.0019118433993455964 -880 XGBoost_2_AutoML_20190416_023844 heat_type_central 3.9487225631982223e+18 0.005557866091386964 0.0014681371469336842 -881 XGBoost_2_AutoML_20190416_022142 exclusive_use_area 6.126620231143669e+20 1.0 0.2205661368815176 -882 XGBoost_2_AutoML_20190416_022142 supply_area 6.00999529666826e+20 0.9809642298566891 0.21636749059844296 -883 XGBoost_2_AutoML_20190416_022142 city 4.693090340910714e+20 0.7660161987932855 0.16895723375649963 -884 XGBoost_2_AutoML_20190416_022142 total_parking_capacity_in_site 1.906948810827723e+20 0.3112562455126664 0.06865258765297402 -885 XGBoost_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.7237249617221072e+20 0.28135005870934093 0.062056295560907505 -886 XGBoost_2_AutoML_20190416_022142 total_household_count_in_sites 1.1692380812411824e+20 0.19084552936667307 0.04209406115351529 -887 XGBoost_2_AutoML_20190416_022142 total_household_count_of_area_type 1.1054284956692487e+20 0.18043039293507768 0.03979683474570435 -888 XGBoost_2_AutoML_20190416_022142 floor 9.741220023304716e+19 0.1589982674915416 0.035069633631463516 -889 XGBoost_2_AutoML_20190416_022142 room_count 8.486847020607629e+19 0.13852412423845262 0.03055373094817089 -890 XGBoost_2_AutoML_20190416_022142 heat_fuel_gas 6.697488603425433e+19 0.1093178351316742 0.024111812587244024 -891 XGBoost_2_AutoML_20190416_022142 heat_fuel_cogeneration 6.515805741856378e+19 0.10635236877804745 0.023457731129572452 -892 XGBoost_2_AutoML_20190416_022142 bathroom_count 5.100690296443555e+19 0.08325455314685629 0.018363135165399082 -893 XGBoost_2_AutoML_20190416_022142 heat_type_district 4.7125921587502514e+19 0.07691993270277407 0.016965932405437187 -894 XGBoost_2_AutoML_20190416_022142 heat_type_individual 4.491416158925436e+19 0.07330985093696617 0.016169670616526532 -895 XGBoost_2_AutoML_20190416_022142 front_door_structure_stairway 2.2488594996902494e+19 0.036706363620492434 0.008096180822740292 -896 XGBoost_2_AutoML_20190416_022142 front_door_structure_corridor 1.380440806914628e+19 0.022531848798092356 0.004969762846193697 -897 XGBoost_2_AutoML_20190416_022142 heat_type_central 6.477685343867896e+18 0.010573015952481672 0.0023320492838255413 -898 XGBoost_2_AutoML_20190416_022142 front_door_structure_mixed 3.9435276456348877e+18 0.00643670979570206 0.0014197202138654258 -899 GBM_grid_1_AutoML_20190416_022142_model_22 supply_area 6.650399423118484e+20 1.0 0.3203301669042589 -900 GBM_grid_1_AutoML_20190416_022142_model_22 city 3.9383070984555096e+20 0.5921910622037151 0.18969666179492645 -901 GBM_grid_1_AutoML_20190416_022142_model_22 exclusive_use_area 2.849441382064288e+20 0.428461690911211 0.1372492049616692 -902 GBM_grid_1_AutoML_20190416_022142_model_22 apartment_building_count_in_sites 1.2268698188398985e+20 0.18448062150597844 0.05909470827761149 -903 GBM_grid_1_AutoML_20190416_022142_model_22 total_parking_capacity_in_site 1.1706688537321747e+20 0.17602985614106595 0.05638767319780034 -904 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_in_sites 7.646634539423996e+19 0.11498007943466289 0.03683158803597051 -905 GBM_grid_1_AutoML_20190416_022142_model_22 floor 7.42405996080865e+19 0.11163329431012405 0.03575951179843429 -906 GBM_grid_1_AutoML_20190416_022142_model_22 total_household_count_of_area_type 6.525620422450558e+19 0.09812373674528235 0.03143199296888586 -907 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_district 6.0533674239858835e+19 0.09102261441535127 0.029157289267731475 -908 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_cogeneration 5.6900465609221865e+19 0.08555947092654516 0.0274072796021403 -909 GBM_grid_1_AutoML_20190416_022142_model_22 bathroom_count 4.163863288722594e+19 0.06261072491748305 0.02005610396281399 -910 GBM_grid_1_AutoML_20190416_022142_model_22 heat_fuel_gas 3.657458139685244e+19 0.05499606725832116 0.017616899403935866 -911 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_individual 3.161293622046674e+19 0.04753539480737369 0.015227020952505858 -912 GBM_grid_1_AutoML_20190416_022142_model_22 room_count 1.6876808595012846e+19 0.025377135298587865 0.008129061985748611 -913 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_corridor 1.433670693692008e+19 0.021557662968455744 0.006905569776751191 -914 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_stairway 1.2200488885058273e+19 0.01834549793001344 0.005876616413862942 -915 GBM_grid_1_AutoML_20190416_022142_model_22 heat_type_central 3.632723196253307e+18 0.005462413556131734 0.0017497758461357646 -916 GBM_grid_1_AutoML_20190416_022142_model_22 front_door_structure_mixed 2.2689259442384404e+18 0.003411713793236351 0.0010928748488169627 -917 XGBoost_1_AutoML_20190416_023844 supply_area 7.461547677816277e+20 1.0 0.2714688825690102 -918 XGBoost_1_AutoML_20190416_023844 exclusive_use_area 4.737276634598474e+20 0.6348919606427955 0.17235341110774768 -919 XGBoost_1_AutoML_20190416_023844 city 3.7797916505711365e+20 0.50656938932505 0.13751782606373722 -920 XGBoost_1_AutoML_20190416_023844 apartment_building_count_in_sites 1.8937710320274322e+20 0.2538040516256099 0.0688999022862917 -921 XGBoost_1_AutoML_20190416_023844 total_parking_capacity_in_site 1.698735965133456e+20 0.22766536360598771 0.06180406185778489 -922 XGBoost_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.6245785677692666e+20 0.21772675561656687 0.05910603905260538 -923 XGBoost_1_AutoML_20190416_023844 total_household_count_in_sites 1.495669361622762e+20 0.20045028541055843 0.05441601499104346 -924 XGBoost_1_AutoML_20190416_023844 total_household_count_of_area_type 1.0609785830736134e+20 0.14219283034644137 0.038600928763473284 -925 XGBoost_1_AutoML_20190416_023844 floor 9.06371503201798e+19 0.1214723194621548 0.032975954827456994 -926 XGBoost_1_AutoML_20190416_023844 heat_type_individual 6.467977425852773e+19 0.08668412647261559 0.02353204294999171 -927 XGBoost_1_AutoML_20190416_023844 bathroom_count 5.895689100274434e+19 0.07901429240749537 0.021449921666843796 -928 XGBoost_1_AutoML_20190416_023844 room_count 4.859895930546658e+19 0.06513254542345794 0.017681459324981427 -929 XGBoost_1_AutoML_20190416_023844 heat_type_district 4.101854351353237e+19 0.05497323783842255 0.014923523447197 -930 XGBoost_1_AutoML_20190416_023844 front_door_structure_corridor 1.9413397313454866e+19 0.02601792302577159 0.007063056490572735 -931 XGBoost_1_AutoML_20190416_023844 front_door_structure_stairway 1.599893762067556e+19 0.02144184867737502 0.005820794700660806 -932 XGBoost_1_AutoML_20190416_023844 heat_fuel_gas 1.5301500902502826e+19 0.020507140828162632 0.005567050605306637 -933 XGBoost_1_AutoML_20190416_023844 heat_type_central 1.0591622998156902e+19 0.014194941124140461 0.0038534848051033003 -934 XGBoost_1_AutoML_20190416_023844 front_door_structure_mixed 8.151320162226668e+18 0.0109244362084037 0.002965644490191787 -935 GBM_1_AutoML_20190416_023844 supply_area 5.924990557389083e+20 1.0 0.3076371908162887 -936 GBM_1_AutoML_20190416_023844 city 3.554175734832431e+20 0.5998618395096009 0.18453981118462504 -937 GBM_1_AutoML_20190416_023844 exclusive_use_area 2.4032229717658147e+20 0.4056078990317958 0.12478007463103852 -938 GBM_1_AutoML_20190416_023844 total_parking_capacity_in_site 1.2974027860742871e+20 0.21897128333078777 0.06736371047332118 -939 GBM_1_AutoML_20190416_023844 apartment_building_count_in_sites 1.0622005363162585e+20 0.17927463782901448 0.05515154596632558 -940 GBM_1_AutoML_20190416_023844 heat_fuel_gas 9.613535057385043e+19 0.16225401482532253 0.049915369319526684 -941 GBM_1_AutoML_20190416_023844 total_household_count_in_sites 7.640059459889896e+19 0.12894635672223886 0.03966869494802463 -942 GBM_1_AutoML_20190416_023844 floor 7.331539135963857e+19 0.12373925434903285 0.038066796601638704 -943 GBM_1_AutoML_20190416_023844 room_count 6.249225629264878e+19 0.10547233060939548 0.032447211497521285 -944 GBM_1_AutoML_20190416_023844 total_household_count_of_area_type 4.684853239600067e+19 0.07906937900107816 0.02432468163548013 -945 GBM_1_AutoML_20190416_023844 heat_type_district 4.674927728233808e+19 0.07890185955492678 0.024273146423659023 -946 GBM_1_AutoML_20190416_023844 bathroom_count 2.991122427318108e+19 0.0504831593965642 0.015530497340289938 -947 GBM_1_AutoML_20190416_023844 heat_type_individual 1.8237211242315907e+19 0.030780152416567477 0.009469119622330019 -948 GBM_1_AutoML_20190416_023844 front_door_structure_stairway 1.7552876304699752e+19 0.029625154900558413 0.009113799431105199 -949 GBM_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.2321314217834578e+19 0.020795500175892448 0.006397469255731191 -950 GBM_1_AutoML_20190416_023844 front_door_structure_mixed 8.211661910114828e+18 0.013859367083503663 0.004263656756060807 -951 GBM_1_AutoML_20190416_023844 heat_type_central 7.787388410502578e+18 0.013143292525235994 0.004043365590540326 -952 GBM_1_AutoML_20190416_023844 front_door_structure_corridor 5.804591813134123e+18 0.009796795044500433 0.0030138585064930514 -953 XGBoost_grid_1_AutoML_20190416_023844_model_11 supply_area 7.98263667270118e+20 1.0 0.28655896198163794 -954 XGBoost_grid_1_AutoML_20190416_023844_model_11 city 3.659701055444977e+20 0.45845767576524316 0.1313751556798024 -955 XGBoost_grid_1_AutoML_20190416_023844_model_11 exclusive_use_area 3.6146822995135955e+20 0.45281809102937065 0.12975908213188328 -956 XGBoost_grid_1_AutoML_20190416_023844_model_11 apartment_building_count_in_sites 2.1641400616882484e+20 0.27110592031441444 0.07768783111237525 -957 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_household_count_in_sites 1.758872390220246e+20 0.22033727229941372 0.0631396200359855 -958 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_parking_capacity_in_site 1.7346627274733624e+20 0.21730448203981503 0.06227054680728687 -959 XGBoost_grid_1_AutoML_20190416_023844_model_11 total_household_count_of_area_type 1.1800909646947733e+20 0.1478322280068713 0.04236264980508186 -960 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_fuel_cogeneration 1.015469884760895e+20 0.12720983384269177 0.03645311793981839 -961 XGBoost_grid_1_AutoML_20190416_023844_model_11 floor 9.62649785967187e+19 0.1205929601254724 0.034556993475848424 -962 XGBoost_grid_1_AutoML_20190416_023844_model_11 bathroom_count 8.428593135349452e+19 0.10558658098737404 0.030256781046932052 -963 XGBoost_grid_1_AutoML_20190416_023844_model_11 room_count 7.59295550214667e+19 0.09511839024457755 0.0272570271738505 -964 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_fuel_gas 6.400628820214284e+19 0.08018188829892502 0.02297683868066759 -965 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_individual 5.855475562000155e+19 0.0733526502843924 0.021019859324097584 -966 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_district 4.801808731251252e+19 0.060153166530456735 0.017237428960876287 -967 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_stairway 2.614108246442089e+19 0.03274742862069309 0.009384069153113593 -968 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_corridor 1.1792240217665044e+19 0.01477236244258974 0.004233152847565049 -969 XGBoost_grid_1_AutoML_20190416_023844_model_11 heat_type_central 6.274713298357191e+18 0.007860452073204455 0.0022524829868038826 -970 XGBoost_grid_1_AutoML_20190416_023844_model_11 front_door_structure_mixed 3.394083818171269e+18 0.0042518330187546576 0.0012184008563735885 -971 XGBoost_2_AutoML_20190416_023643 supply_area 6.794895306100341e+20 1.0 0.2509505893636111 -972 XGBoost_2_AutoML_20190416_023643 exclusive_use_area 5.687591747281549e+20 0.8370389080425309 0.2100554072935466 -973 XGBoost_2_AutoML_20190416_023643 city 4.2220317639175255e+20 0.6213534681140793 0.15592901902635192 -974 XGBoost_2_AutoML_20190416_023643 total_household_count_in_sites 1.6686624749342478e+20 0.24557589186637666 0.06162741479736165 -975 XGBoost_2_AutoML_20190416_023643 total_parking_capacity_in_site 1.539730926711467e+20 0.22660112589654216 0.056865686094195095 -976 XGBoost_2_AutoML_20190416_023643 apartment_building_count_in_sites 1.527419738995724e+20 0.22478929699246913 0.05641100656289194 -977 XGBoost_2_AutoML_20190416_023643 heat_fuel_cogeneration 1.1068573330197761e+20 0.1628954212180515 0.0408787019593037 -978 XGBoost_2_AutoML_20190416_023643 total_household_count_of_area_type 9.31279223890924e+19 0.13705571343458925 0.034394212062060364 -979 XGBoost_2_AutoML_20190416_023643 floor 8.832022423375813e+19 0.12998025761260182 0.03261862225351642 -980 XGBoost_2_AutoML_20190416_023643 heat_fuel_gas 6.420027283960811e+19 0.09448309348043993 0.02371058799381356 -981 XGBoost_2_AutoML_20190416_023643 heat_type_individual 5.5992528489423045e+19 0.08240381340261992 0.020679285539196502 -982 XGBoost_2_AutoML_20190416_023643 bathroom_count 5.031840197726175e+19 0.07405324101474639 0.018583704476936143 -983 XGBoost_2_AutoML_20190416_023643 heat_type_district 4.423866562561389e+19 0.06510573545687624 0.016338322683854444 -984 XGBoost_2_AutoML_20190416_023643 room_count 2.1285755664394617e+19 0.031326098056705345 0.007861302769792479 -985 XGBoost_2_AutoML_20190416_023643 front_door_structure_stairway 1.8744988801767047e+19 0.027586869197142913 0.006922941083719863 -986 XGBoost_2_AutoML_20190416_023643 front_door_structure_corridor 8.108406773150384e+18 0.01193308565898108 0.0029946148790477574 -987 XGBoost_2_AutoML_20190416_023643 heat_type_central 6.243999540546896e+18 0.009189250546570068 0.0023060478404716444 -988 XGBoost_2_AutoML_20190416_023643 front_door_structure_mixed 2.362525857282523e+18 0.00347691281595095 0.0008725333203287836 -989 GBM_grid_1_AutoML_20190416_023844_model_57 supply_area 9.647043245987563e+20 1.0 0.22944366479783987 -990 GBM_grid_1_AutoML_20190416_023844_model_57 city 7.417932426487519e+20 0.7689332614501149 0.1764268654920699 -991 GBM_grid_1_AutoML_20190416_023844_model_57 exclusive_use_area 7.154219928182189e+20 0.7415971656556843 0.17015477149173094 -992 GBM_grid_1_AutoML_20190416_023844_model_57 apartment_building_count_in_sites 2.7801978341060248e+20 0.288191704257403 0.06612376078915377 -993 GBM_grid_1_AutoML_20190416_023844_model_57 total_parking_capacity_in_site 2.5511354331993578e+20 0.26444739265167455 0.060675778916233554 -994 GBM_grid_1_AutoML_20190416_023844_model_57 total_household_count_in_sites 1.8238436757976226e+20 0.1890572716729764 0.04337799326932854 -995 GBM_grid_1_AutoML_20190416_023844_model_57 bathroom_count 1.6860002779684615e+20 0.17476860370349326 0.04009954892533082 -996 GBM_grid_1_AutoML_20190416_023844_model_57 heat_fuel_gas 1.5288549095332276e+20 0.1584791184769608 0.036362029737284945 -997 GBM_grid_1_AutoML_20190416_023844_model_57 floor 1.4055652633358211e+20 0.14569907353949405 0.03342972939055149 -998 GBM_grid_1_AutoML_20190416_023844_model_57 total_household_count_of_area_type 1.2863981700160632e+20 0.13334636709036285 0.03059547915269092 -999 GBM_grid_1_AutoML_20190416_023844_model_57 room_count 1.2553565818188307e+20 0.13012863628873683 0.029857191205232954 -1000 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_district 1.090536886104511e+20 0.11304364024262993 0.025937147099357585 -1001 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_individual 8.23762731700941e+19 0.08539017714506086 0.019592235181899512 -1002 GBM_grid_1_AutoML_20190416_023844_model_57 heat_fuel_cogeneration 7.89923458157065e+19 0.08188244190629218 0.0187874075535759 -1003 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_stairway 3.915452825682418e+19 0.04058707653571418 0.009312447583784677 -1004 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_corridor 2.7557517323787043e+19 0.028565765303528494 0.0065542338789965566 -1005 GBM_grid_1_AutoML_20190416_023844_model_57 heat_type_central 9.073929714942345e+18 0.009405917941454664 0.0021581282832751117 -1006 GBM_grid_1_AutoML_20190416_023844_model_57 front_door_structure_mixed 4.673709469350232e+18 0.004844706663146908 0.0011115872516629405 -1007 GBM_1_AutoML_20190416_021340 supply_area 4.6325499992323444e+20 1.0 0.24196870679539226 -1008 GBM_1_AutoML_20190416_021340 city 3.179318268004527e+20 0.6862998280712284 0.16606308187229515 -1009 GBM_1_AutoML_20190416_021340 exclusive_use_area 2.9590672653219267e+20 0.6387556023814683 0.15455886706655567 -1010 GBM_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.5552764378314755e+20 0.3357279334468487 0.08123565389122349 -1011 GBM_1_AutoML_20190416_021340 total_household_count_in_sites 1.1154557778317751e+20 0.24078655988961076 0.05826281251020038 -1012 GBM_1_AutoML_20190416_021340 total_parking_capacity_in_site 8.885751598383366e+19 0.1918112400266768 0.046412317698075564 -1013 GBM_1_AutoML_20190416_021340 floor 8.69748969903835e+19 0.1877473465041846 0.045428982637883954 -1014 GBM_1_AutoML_20190416_021340 room_count 6.7733122446908195e+19 0.14621131441243415 0.03537856266723119 -1015 GBM_1_AutoML_20190416_021340 bathroom_count 5.565279259057979e+19 0.1201342513298334 0.029068729436112415 -1016 GBM_1_AutoML_20190416_021340 heat_fuel_gas 5.484702209123392e+19 0.11839488424371582 0.028647857031642077 -1017 GBM_1_AutoML_20190416_021340 total_household_count_of_area_type 5.001941397934388e+19 0.10797382432490216 0.026126286639649443 -1018 GBM_1_AutoML_20190416_021340 heat_fuel_cogeneration 4.792292678015176e+19 0.10344826669564931 0.02503124331257111 -1019 GBM_1_AutoML_20190416_021340 heat_type_individual 3.776785937624518e+19 0.08152714894065613 0.019727018797885895 -1020 GBM_1_AutoML_20190416_021340 heat_type_district 3.6573462094015365e+19 0.07894887718443605 0.019103157715266238 -1021 GBM_1_AutoML_20190416_021340 heat_type_central 1.493213426480264e+19 0.03223307739209945 0.007799396052602098 -1022 GBM_1_AutoML_20190416_021340 front_door_structure_stairway 1.2930086318343455e+19 0.027911379953775108 0.006753680512289798 -1023 GBM_1_AutoML_20190416_021340 front_door_structure_mixed 8.853048824038425e+18 0.01911053054042688 0.0046241503610409415 -1024 GBM_1_AutoML_20190416_021340 front_door_structure_corridor 7.293371239073055e+18 0.015743750721053485 0.003809495002082336 -1025 XGBoost_grid_1_AutoML_20190416_023844_model_9 supply_area 9.94349832095876e+20 1.0 0.24509160156486368 -1026 XGBoost_grid_1_AutoML_20190416_023844_model_9 city 7.659812318224287e+20 0.7703337468342552 0.18880233175106984 -1027 XGBoost_grid_1_AutoML_20190416_023844_model_9 exclusive_use_area 7.025293833537082e+20 0.7065213475954706 0.17316244862193964 -1028 XGBoost_grid_1_AutoML_20190416_023844_model_9 apartment_building_count_in_sites 2.6764090381779232e+20 0.2691617126878402 0.06596927524260444 -1029 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_parking_capacity_in_site 2.4573856182375023e+20 0.2471349155918155 0.06057069226499546 -1030 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_household_count_in_sites 1.8158420458971804e+20 0.1826160157406348 0.044757651769266535 -1031 XGBoost_grid_1_AutoML_20190416_023844_model_9 bathroom_count 1.3797606930021509e+20 0.13876008709066823 0.034008931978331845 -1032 XGBoost_grid_1_AutoML_20190416_023844_model_9 floor 1.25669904153588e+20 0.1263839949454236 0.03097565573333951 -1033 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_fuel_cogeneration 1.2544343994263824e+20 0.1261562439028429 0.030919835865555342 -1034 XGBoost_grid_1_AutoML_20190416_023844_model_9 room_count 9.639165992842455e+19 0.09693938372298169 0.023759028811376464 -1035 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_fuel_gas 9.18074001280404e+19 0.09232907490367863 0.022629080839144857 -1036 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_district 8.586015932558606e+19 0.08634804025119738 0.021163179477153283 -1037 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_individual 8.487524319770339e+19 0.08535752756029998 0.02092041313537091 -1038 XGBoost_grid_1_AutoML_20190416_023844_model_9 total_household_count_of_area_type 6.220351574310178e+19 0.06255697314494449 0.015332188737144613 -1039 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_stairway 4.505863741714412e+19 0.04531467292770613 0.011106245762239465 -1040 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_mixed 1.6389524832791822e+19 0.016482654598780615 0.004039760213655606 -1041 XGBoost_grid_1_AutoML_20190416_023844_model_9 front_door_structure_corridor 1.4450418429464674e+19 0.014532529662127357 0.003561800969679681 -1042 XGBoost_grid_1_AutoML_20190416_023844_model_9 heat_type_central 1.310378606578788e+19 0.013178245364780634 0.003229877262268827 -1043 XGBoost_grid_1_AutoML_20190416_023844_model_4 supply_area 6.946729945412487e+20 1.0 0.2506403085918495 -1044 XGBoost_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 5.1384228087199905e+20 0.7396894436803788 0.1853959904261836 -1045 XGBoost_grid_1_AutoML_20190416_023844_model_4 city 4.446516853937296e+20 0.6400877663127968 0.16043179527450702 -1046 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 1.9942607653066244e+20 0.2870790689975797 0.07195358644381422 -1047 XGBoost_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 1.9115241865741546e+20 0.27516892143424915 0.0689684233831666 -1048 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 1.3221372237308756e+20 0.19032512190919335 0.047703147288101586 -1049 XGBoost_grid_1_AutoML_20190416_023844_model_4 floor 1.2096392401796255e+20 0.1741307420448167 0.0436441829214406 -1050 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 1.1779892262280469e+20 0.16957463950444376 0.042502239974745414 -1051 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_district 6.541682528113761e+19 0.09416923616605806 0.02360260641251954 -1052 XGBoost_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 6.26178601029594e+19 0.09014005236278295 0.02259273054069339 -1053 XGBoost_grid_1_AutoML_20190416_023844_model_4 bathroom_count 5.865670673617545e+19 0.08443786817265213 0.021163533335631434 -1054 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 5.557600269849592e+19 0.08000311388986332 0.02005200515366422 -1055 XGBoost_grid_1_AutoML_20190416_023844_model_4 room_count 4.873307333577618e+19 0.07015253755179982 0.017583053660484415 -1056 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 1.9851497721542214e+19 0.02857675176311098 0.007162485880458814 -1057 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 1.8602859331690955e+19 0.026779304043589598 0.006711973029360259 -1058 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 1.6230173712089874e+19 0.023363760848092316 0.005855900228832029 -1059 XGBoost_grid_1_AutoML_20190416_023844_model_4 heat_type_central 7.097743931235893e+18 0.010217388594360334 0.0025608894302933173 -1060 XGBoost_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 4.088510348385059e+18 0.005885517906284881 0.0014751480242540984 -1061 GBM_grid_1_AutoML_20190416_030706_model_1 supply_area 5.34992113589554e+21 1.0 0.30231086992185296 -1062 GBM_grid_1_AutoML_20190416_030706_model_1 city 2.996669859304424e+21 0.5601334642483102 0.16933443484924782 -1063 GBM_grid_1_AutoML_20190416_030706_model_1 exclusive_use_area 2.4390454124424777e+21 0.455903059220367 0.1378244504329432 -1064 GBM_grid_1_AutoML_20190416_030706_model_1 apartment_building_count_in_sites 1.2130165528720604e+21 0.2267354082536414 0.06854457851124482 -1065 GBM_grid_1_AutoML_20190416_030706_model_1 floor 1.0322527598785237e+21 0.19294728532586708 0.058330061675922855 -1066 GBM_grid_1_AutoML_20190416_030706_model_1 total_parking_capacity_in_site 9.453627715740836e+20 0.1767059266035024 0.05342012239185191 -1067 GBM_grid_1_AutoML_20190416_030706_model_1 total_household_count_in_sites 6.775636788193798e+20 0.12664928353302918 0.03828745507984946 -1068 GBM_grid_1_AutoML_20190416_030706_model_1 total_household_count_of_area_type 6.357623929780337e+20 0.11883584389914777 0.03592536734704889 -1069 GBM_grid_1_AutoML_20190416_030706_model_1 heat_fuel_gas 4.0250647231521515e+20 0.07523596368824571 0.022744649632002505 -1070 GBM_grid_1_AutoML_20190416_030706_model_1 heat_fuel_cogeneration 3.97490869705208e+20 0.0742984540535046 0.022461230278763802 -1071 GBM_grid_1_AutoML_20190416_030706_model_1 heat_type_district 3.64552280902434e+20 0.0681416177252509 0.02059995173240296 -1072 GBM_grid_1_AutoML_20190416_030706_model_1 room_count 2.8755300662025755e+20 0.05374901784830201 0.016248912343165382 -1073 GBM_grid_1_AutoML_20190416_030706_model_1 bathroom_count 2.6925028977369363e+20 0.05032789884829264 0.01521467088216637 -1074 GBM_grid_1_AutoML_20190416_030706_model_1 heat_type_individual 2.6058495947035378e+20 0.04870818706502925 0.01472501440394534 -1075 GBM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_stairway 1.7862929787639562e+20 0.0333891459965408 0.010093901772162005 -1076 GBM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_mixed 1.062632424483649e+20 0.019862581101502005 0.006004674171688428 -1077 GBM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_corridor 8.751598865264463e+19 0.016358369858099797 0.004945313022305568 -1078 GBM_grid_1_AutoML_20190416_030706_model_1 heat_type_central 5.281315867631341e+19 0.009871763963390246 0.0029843415514357046 -1079 XGBoost_grid_1_AutoML_20190416_015849_model_3 supply_area 7.296843298881478e+20 1.0 0.23413702836448586 -1080 XGBoost_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 6.864965686802692e+20 0.940813089388258 0.22027918099577815 -1081 XGBoost_grid_1_AutoML_20190416_015849_model_3 city 4.9219224601020596e+20 0.6745276359239527 0.1579318962249561 -1082 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.363516704176126e+20 0.3239094780257136 0.07583920264403232 -1083 XGBoost_grid_1_AutoML_20190416_015849_model_3 floor 1.893862863238584e+20 0.25954550285174566 0.06076921276307392 -1084 XGBoost_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 1.748343466872663e+20 0.23960271520983104 0.05609986772729204 -1085 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 1.3508677264474531e+20 0.18513042847645167 0.04334588838332038 -1086 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1561731563143666e+20 0.15844840144663577 0.0370986378638184 -1087 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 1.1517658739055893e+20 0.15784440294642776 0.03695721944984309 -1088 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_district 6.9340797562716684e+19 0.09502848659686282 0.022249687461763833 -1089 XGBoost_grid_1_AutoML_20190416_015849_model_3 room_count 4.599667036921843e+19 0.06303639599368838 0.014759154436769176 -1090 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 3.879753002542485e+19 0.05317029355882161 0.012449134531129854 -1091 XGBoost_grid_1_AutoML_20190416_015849_model_3 bathroom_count 2.719651467103935e+19 0.03727161672117621 0.008726665581436279 -1092 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.7641072530410177e+19 0.02417630721645667 0.0056605687284880385 -1093 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.5488660871294484e+19 0.021226522534297423 0.004969914908692193 -1094 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.289616418560331e+19 0.017673620848593724 0.004138049065930357 -1095 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.1311885577722266e+19 0.015502437306631275 0.0036296946033813906 -1096 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 2.9886966297893274e+18 0.004095876130774879 0.0009589962658086583 -1097 GBM_grid_1_AutoML_20190416_030706_model_45 supply_area 9.98659143620572e+20 1.0 0.23177160169373956 -1098 GBM_grid_1_AutoML_20190416_030706_model_45 exclusive_use_area 6.604977102439244e+20 0.6613845319127947 0.15329015229689263 -1099 GBM_grid_1_AutoML_20190416_030706_model_45 apartment_building_count_in_sites 4.0068170522557206e+20 0.4012196831973393 0.0929913286057021 -1100 GBM_grid_1_AutoML_20190416_030706_model_45 city 3.718175722638011e+20 0.37231679561436887 0.08629246005702294 -1101 GBM_grid_1_AutoML_20190416_030706_model_45 total_parking_capacity_in_site 3.045545526104183e+20 0.30496346481771164 0.07068187069887343 -1102 GBM_grid_1_AutoML_20190416_030706_model_45 total_household_count_of_area_type 2.388391175633628e+20 0.2391597965022055 0.05543044909606498 -1103 GBM_grid_1_AutoML_20190416_030706_model_45 heat_fuel_gas 2.3821983743022727e+20 0.23853968488845673 0.055286724834117534 -1104 GBM_grid_1_AutoML_20190416_030706_model_45 total_household_count_in_sites 2.1624566654056582e+20 0.21653601023126032 0.05018689791567118 -1105 GBM_grid_1_AutoML_20190416_030706_model_45 floor 1.982224543458756e+20 0.19848859905015573 0.04600402051980106 -1106 GBM_grid_1_AutoML_20190416_030706_model_45 bathroom_count 1.782744810760658e+20 0.17851384250059893 0.04137443920086777 -1107 GBM_grid_1_AutoML_20190416_030706_model_45 room_count 1.7464630381063753e+20 0.1748807938386956 0.04053240169346714 -1108 GBM_grid_1_AutoML_20190416_030706_model_45 heat_fuel_cogeneration 1.2066333513111464e+20 0.12082534456517144 0.028003883635067756 -1109 GBM_grid_1_AutoML_20190416_030706_model_45 heat_type_individual 8.908842222175964e+19 0.08920803738778732 0.020675889709322468 -1110 GBM_grid_1_AutoML_20190416_030706_model_45 heat_type_district 5.734596133251763e+19 0.057422957271100215 0.013309010780714064 -1111 GBM_grid_1_AutoML_20190416_030706_model_45 front_door_structure_stairway 2.6783472132949017e+19 0.02681943314096873 0.0062159829756004824 -1112 GBM_grid_1_AutoML_20190416_030706_model_45 heat_type_central 1.8131090778049479e+19 0.018155434608365394 0.004207914158626798 -1113 GBM_grid_1_AutoML_20190416_030706_model_45 front_door_structure_corridor 1.1316502427047297e+19 0.011331696604729491 0.002626365471985665 -1114 GBM_grid_1_AutoML_20190416_030706_model_45 front_door_structure_mixed 4.819860403204915e+18 0.004826331821016361 0.0011186066564624249 -1115 XRT_1_AutoML_20190416_030706 supply_area 1.7165727529326336e+21 1.0 0.2870392534164978 -1116 XRT_1_AutoML_20190416_030706 city 1.0422530028510999e+21 0.6071708880794537 0.1742818784105583 -1117 XRT_1_AutoML_20190416_030706 exclusive_use_area 7.457827282311604e+20 0.43446030875012287 0.12470716266273638 -1118 XRT_1_AutoML_20190416_030706 apartment_building_count_in_sites 3.9277528423600226e+20 0.22881365416349272 0.06567850046258966 -1119 XRT_1_AutoML_20190416_030706 total_parking_capacity_in_site 3.394943229444888e+20 0.19777450292420676 0.05676904566418326 -1120 XRT_1_AutoML_20190416_030706 floor 3.130870795013089e+20 0.182390801069412 0.052353319369000985 -1121 XRT_1_AutoML_20190416_030706 total_household_count_of_area_type 2.094845320468596e+20 0.12203650074776688 0.03502926606420088 -1122 XRT_1_AutoML_20190416_030706 total_household_count_in_sites 2.033943987132595e+20 0.1184886561701365 0.03401089540540008 -1123 XRT_1_AutoML_20190416_030706 room_count 1.9696385657969993e+20 0.11474250435538035 0.03293560278530762 -1124 XRT_1_AutoML_20190416_030706 heat_fuel_cogeneration 1.9223417976947265e+20 0.11198720208103922 0.03214472287754396 -1125 XRT_1_AutoML_20190416_030706 bathroom_count 1.805847221317906e+20 0.1052007389860263 0.03019674157741284 -1126 XRT_1_AutoML_20190416_030706 heat_fuel_gas 1.3998480667541766e+20 0.08154900888195056 0.023407766626330435 -1127 XRT_1_AutoML_20190416_030706 heat_type_individual 7.75097467446273e+19 0.04515377901240003 0.01296090701665283 -1128 XRT_1_AutoML_20190416_030706 heat_type_district 7.431222619356633e+19 0.04329104377697337 0.012426228885363358 -1129 XRT_1_AutoML_20190416_030706 front_door_structure_stairway 6.473389222084687e+19 0.03771112649333036 0.010824573594140656 -1130 XRT_1_AutoML_20190416_030706 front_door_structure_mixed 3.1958127896007016e+19 0.018617403684993247 0.005343925654294016 -1131 XRT_1_AutoML_20190416_030706 front_door_structure_corridor 3.1470092067832594e+19 0.01833309541589096 0.00526231802099076 -1132 XRT_1_AutoML_20190416_030706 heat_type_central 2.7676049075307807e+19 0.016122852368491453 0.0046278915067962 -1133 XGBoost_grid_1_AutoML_20190416_022142_model_20 supply_area 1.1318098258223851e+21 1.0 0.2889449828048675 -1134 XGBoost_grid_1_AutoML_20190416_022142_model_20 city 7.342827865826698e+20 0.648768697558472 0.187458460160369 -1135 XGBoost_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 6.77972873066773e+20 0.599016599431049 0.17308284102243468 -1136 XGBoost_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 2.472549378920347e+20 0.218459790903809 0.06312286052625604 -1137 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 2.0921822153451923e+20 0.18485280544591406 0.05341229069100116 -1138 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 1.4771066146742757e+20 0.13050837525650516 0.03770974024438208 -1139 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 1.4738570740290814e+20 0.130221265128014 0.037626781213242096 -1140 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.2488838888075087e+20 0.11034396948268728 0.03188333636479591 -1141 XGBoost_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 9.925426044157192e+19 0.08769517473437087 0.025339080755692644 -1142 XGBoost_grid_1_AutoML_20190416_022142_model_20 floor 9.555036640740848e+19 0.08442263375649753 0.02439349645911281 -1143 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_district 8.541768945828993e+19 0.07547000168179714 0.0218066783382302 -1144 XGBoost_grid_1_AutoML_20190416_022142_model_20 bathroom_count 7.90726717371853e+19 0.06986392053959264 0.02018682931899323 -1145 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 4.751237353638671e+19 0.041979113851449125 0.012129654329970546 -1146 XGBoost_grid_1_AutoML_20190416_022142_model_20 room_count 3.913408173859406e+19 0.03457655239046791 0.009990721335915352 -1147 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 2.5235535682900853e+19 0.022296621841539892 0.006442497014610378 -1148 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 1.7367726243163668e+19 0.015345092299887123 0.004433887430729991 -1149 XGBoost_grid_1_AutoML_20190416_022142_model_20 heat_type_central 5.412361380890149e+18 0.004782041344231544 0.0013817468539811494 -1150 XGBoost_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 2.562196894008738e+18 0.0022638051336469167 0.0006541151354151792 -1151 XGBoost_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 7.120079828256953e+20 1.0 0.20987652153119812 -1152 XGBoost_grid_1_AutoML_20190416_022142_model_2 supply_area 6.785964808776754e+20 0.9530742593426803 0.20002791031176473 -1153 XGBoost_grid_1_AutoML_20190416_022142_model_2 city 6.137363427317273e+20 0.8619795810378917 0.18090927609915222 -1154 XGBoost_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 2.6682452083221515e+20 0.3747493388673645 0.0786510876875987 -1155 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 1.882952893141279e+20 0.26445671095828704 0.05550325459150676 -1156 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.7545200833928574e+20 0.24641859722271914 0.051717478025701646 -1157 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.3767663270155308e+20 0.19336388920130593 0.04058254045531409 -1158 XGBoost_grid_1_AutoML_20190416_022142_model_2 floor 1.096613139203322e+20 0.15401697251360463 0.032324546447921494 -1159 XGBoost_grid_1_AutoML_20190416_022142_model_2 room_count 1.048029062887249e+20 0.14719344279371852 0.030892447765747042 -1160 XGBoost_grid_1_AutoML_20190416_022142_model_2 bathroom_count 9.471853748248432e+19 0.133030162255459 0.02791990771290662 -1161 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 7.181008517442254e+19 0.10085573042234017 0.02116724987752899 -1162 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 6.8338293646836105e+19 0.09597967339583299 0.020143879990017908 -1163 XGBoost_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 6.4542783905799864e+19 0.09064896105469705 0.019025088626576866 -1164 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_district 3.4584522525182525e+19 0.048573222996643094 0.010194379082094652 -1165 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 2.1690415525834785e+19 0.030463725195542864 0.006393620676922855 -1166 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 1.987043351079577e+19 0.027907599338897013 0.00585714987353407 -1167 XGBoost_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 1.8482702501984338e+19 0.025958560785559387 0.00544809244162937 -1168 XGBoost_grid_1_AutoML_20190416_022142_model_2 heat_type_central 1.1417722367988728e+19 0.016035947128957777 0.0033655688028838616 -1169 GBM_grid_1_AutoML_20190416_021340_model_7 supply_area 4.767797670010652e+21 1.0 0.2195209083265924 -1170 GBM_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 3.54407451271196e+21 0.7433357617090413 0.16317774160200818 -1171 GBM_grid_1_AutoML_20190416_021340_model_7 city 3.477136948500399e+21 0.729296247273981 0.16009577464075944 -1172 GBM_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.5454510260038087e+21 0.3241435843061595 0.07115629405512552 -1173 GBM_grid_1_AutoML_20190416_021340_model_7 floor 1.3709373848681322e+21 0.2875410157379999 0.06312126495595674 -1174 GBM_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 1.2965857697700124e+21 0.2719464749784811 0.059697937203491105 -1175 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.0389720601538163e+21 0.2179144611544506 0.04783678045012493 -1176 GBM_grid_1_AutoML_20190416_021340_model_7 room_count 8.373571638355076e+20 0.17562766329252325 0.03855394417325163 -1177 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 7.629052029081905e+20 0.1600120759542395 0.03512599625669834 -1178 GBM_grid_1_AutoML_20190416_021340_model_7 bathroom_count 6.330662849136107e+20 0.13277960365130098 0.029147899200778517 -1179 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 5.468365665357896e+20 0.11469374423654348 0.025177674914183896 -1180 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 5.1250840614173934e+20 0.10749374063530559 0.023597123583685417 -1181 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_district 4.303824873712433e+20 0.09026861397209454 0.01981584813253672 -1182 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 3.916003021300957e+20 0.08213442122203579 0.018030222751540245 -1183 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 2.0894997588171398e+20 0.04382526070600793 0.009620561037832579 -1184 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.3256694708058037e+20 0.027804650334560903 0.0061037020971461 -1185 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 1.2768370807837137e+20 0.02678043761829476 0.00587886599135171 -1186 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_central 9.429263945444203e+19 0.019776980060949474 0.004341460626936536 -1187 GBM_4_AutoML_20190416_030706 supply_area 4.697209023507433e+20 1.0 0.2543289655106392 -1188 GBM_4_AutoML_20190416_030706 city 3.6246535505635705e+20 0.7716611145946026 0.1962557729996321 -1189 GBM_4_AutoML_20190416_030706 exclusive_use_area 2.903547557618773e+20 0.6181431448095698 0.15721170655691113 -1190 GBM_4_AutoML_20190416_030706 apartment_building_count_in_sites 1.1776278827266946e+20 0.25070800060912624 0.06376230644015977 -1191 GBM_4_AutoML_20190416_030706 total_household_count_in_sites 8.875994972003133e+19 0.18896316786378345 0.048058807002409304 -1192 GBM_4_AutoML_20190416_030706 room_count 7.96396942816759e+19 0.16954683916154212 0.043120672209553734 -1193 GBM_4_AutoML_20190416_030706 heat_fuel_gas 7.724250384642657e+19 0.1644434034335333 0.04182272068029922 -1194 GBM_4_AutoML_20190416_030706 total_parking_capacity_in_site 7.481010265080935e+19 0.15926500668038873 0.040505704391068306 -1195 GBM_4_AutoML_20190416_030706 floor 6.858590806345777e+19 0.14601417079848042 0.03713563300907131 -1196 GBM_4_AutoML_20190416_030706 bathroom_count 5.0697183733030584e+19 0.10793044013863089 0.027449837187565964 -1197 GBM_4_AutoML_20190416_030706 total_household_count_of_area_type 4.657060664282448e+19 0.09914527203230557 0.02521551447124718 -1198 GBM_4_AutoML_20190416_030706 heat_type_district 4.588778793174303e+19 0.09769160303936901 0.02484580434007874 -1199 GBM_4_AutoML_20190416_030706 heat_fuel_cogeneration 2.4438548082437652e+19 0.052027806214570475 0.013232178132339715 -1200 GBM_4_AutoML_20190416_030706 heat_type_individual 2.091382386606683e+19 0.04452393700472447 0.011323726838872443 -1201 GBM_4_AutoML_20190416_030706 front_door_structure_stairway 1.167284315049322e+19 0.024850593388703494 0.00632022570887449 -1202 GBM_4_AutoML_20190416_030706 front_door_structure_corridor 1.1458251466100179e+19 0.02439374404834179 0.006204035688746079 -1203 GBM_4_AutoML_20190416_030706 heat_type_central 2.9816264951448207e+18 0.006347655555081991 0.001614392670741865 -1204 GBM_4_AutoML_20190416_030706 front_door_structure_mixed 2.9402623179520737e+18 0.00625959437452618 0.00159199616178946 -1205 GBM_4_AutoML_20190416_023643 supply_area 4.553551232268732e+20 1.0 0.24449848047681563 -1206 GBM_4_AutoML_20190416_023643 city 3.2022964777283014e+20 0.703252541672362 0.17194417783035096 -1207 GBM_4_AutoML_20190416_023643 exclusive_use_area 2.4817979429676175e+20 0.5450247106874215 0.13325771358539062 -1208 GBM_4_AutoML_20190416_023643 apartment_building_count_in_sites 1.3854673342721688e+20 0.3042608424945474 0.07439131365851256 -1209 GBM_4_AutoML_20190416_023643 total_parking_capacity_in_site 1.166284353204325e+20 0.2561263272804428 0.06262249783017584 -1210 GBM_4_AutoML_20190416_023643 bathroom_count 1.0588838814813048e+20 0.23254023672282992 0.05685573452845092 -1211 GBM_4_AutoML_20190416_023643 total_household_count_in_sites 9.090409415121777e+19 0.1996334059163013 0.04881006439894701 -1212 GBM_4_AutoML_20190416_023643 room_count 7.47911118859744e+19 0.16424787615425812 0.04015835614126031 -1213 GBM_4_AutoML_20190416_023643 floor 5.980220433827155e+19 0.13133091358341012 0.03211020881077576 -1214 GBM_4_AutoML_20190416_023643 heat_type_individual 5.76537410254112e+19 0.12661269871490208 0.030956612444862426 -1215 GBM_4_AutoML_20190416_023643 total_household_count_of_area_type 5.157039827562424e+19 0.11325314165825283 0.027690221044668364 -1216 GBM_4_AutoML_20190416_023643 heat_fuel_gas 4.32042318920627e+19 0.09488030262160223 0.02319808981816217 -1217 GBM_4_AutoML_20190416_023643 heat_type_district 4.15483102060274e+19 0.09124375259378961 0.022308958862184064 -1218 GBM_4_AutoML_20190416_023643 heat_fuel_cogeneration 3.5924655675627536e+19 0.07889371139836428 0.019289392556076496 -1219 GBM_4_AutoML_20190416_023643 front_door_structure_stairway 1.0089001048728404e+19 0.022156335866461145 0.00541719045228372 -1220 GBM_4_AutoML_20190416_023643 front_door_structure_corridor 5.356513337024709e+18 0.011763375580504701 0.002876127454711478 -1221 GBM_4_AutoML_20190416_023643 heat_type_central 3.743163641705267e+18 0.008220317397945027 0.00200985511283469 -1222 GBM_4_AutoML_20190416_023643 front_door_structure_mixed 2.989168870033457e+18 0.0065644783984216935 0.0016050049935369842 -1223 GBM_2_AutoML_20190416_020809 city 3.273964932610927e+20 1.0 0.18074029716129886 -1224 GBM_2_AutoML_20190416_020809 exclusive_use_area 3.176598867885781e+20 0.9702605047001838 0.17536517194338305 -1225 GBM_2_AutoML_20190416_020809 supply_area 3.129039448445865e+20 0.955733953433189 0.17273963875065754 -1226 GBM_2_AutoML_20190416_020809 bathroom_count 1.2881823695246878e+20 0.3934624823538919 0.07111452598246475 -1227 GBM_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.1466556077424771e+20 0.35023454170843554 0.06330149514453397 -1228 GBM_2_AutoML_20190416_020809 total_household_count_in_sites 1.0941050212389696e+20 0.3341834881433629 0.06040042295343081 -1229 GBM_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.0593871059631053e+20 0.32357924650043934 0.05848380916771858 -1230 GBM_2_AutoML_20190416_020809 room_count 9.517985737712704e+19 0.29071740026617465 0.05254434931406868 -1231 GBM_2_AutoML_20190416_020809 heat_type_individual 6.193978688406343e+19 0.18918891362305335 0.03419406046785396 -1232 GBM_2_AutoML_20190416_020809 floor 5.774635948688854e+19 0.17638050704726663 0.03187906525718354 -1233 GBM_2_AutoML_20190416_020809 heat_type_district 4.1294727640290165e+19 0.12613063514812414 0.022796888477815323 -1234 GBM_2_AutoML_20190416_020809 total_household_count_of_area_type 4.031543221584868e+19 0.12313947475209475 0.022256265258979866 -1235 GBM_2_AutoML_20190416_020809 heat_fuel_cogeneration 3.5266164758822257e+19 0.1077169899028153 0.019468800764355466 -1236 GBM_2_AutoML_20190416_020809 heat_fuel_gas 2.3648313682392252e+19 0.07223142021723843 0.013055128354446324 -1237 GBM_2_AutoML_20190416_020809 front_door_structure_stairway 1.49058284491081e+19 0.04552836928898006 0.00822881099455961 -1238 GBM_2_AutoML_20190416_020809 heat_type_central 1.315838561419998e+19 0.04019097908817981 0.007264129503601169 -1239 GBM_2_AutoML_20190416_020809 front_door_structure_corridor 5.840671737443779e+18 0.017839750448353002 0.003224361797318736 -1240 GBM_2_AutoML_20190416_020809 front_door_structure_mixed 5.33060664405105e+18 0.01628180739187084 0.002942778706329768 -1241 GBM_grid_1_AutoML_20190416_015849_model_7 supply_area 4.226008160913517e+21 1.0 0.2035357422064216 -1242 GBM_grid_1_AutoML_20190416_015849_model_7 exclusive_use_area 3.56090390156949e+21 0.8426164280761222 0.17150256008379738 -1243 GBM_grid_1_AutoML_20190416_015849_model_7 city 2.7547058065496196e+21 0.6518458322035392 0.1326739252617099 -1244 GBM_grid_1_AutoML_20190416_015849_model_7 total_parking_capacity_in_site 1.5348527894432108e+21 0.3631921025707221 0.07392257416024273 -1245 GBM_grid_1_AutoML_20190416_015849_model_7 apartment_building_count_in_sites 1.5207641224339123e+21 0.3598583023335136 0.07324402665459455 -1246 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_in_sites 1.345381990257595e+21 0.3183576413081914 0.06479715881074848 -1247 GBM_grid_1_AutoML_20190416_015849_model_7 floor 9.042147187849387e+20 0.213964262338168 0.043549374940648526 -1248 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_of_area_type 8.356883690673343e+20 0.1977488772493727 0.040248964501437626 -1249 GBM_grid_1_AutoML_20190416_015849_model_7 bathroom_count 8.052332691684506e+20 0.19054228920239163 0.03878216625451941 -1250 GBM_grid_1_AutoML_20190416_015849_model_7 room_count 7.135546174539762e+20 0.16884837659653984 0.034366679650926116 -1251 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_gas 6.315243649911897e+20 0.14943756399530378 0.03041588550130378 -1252 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_cogeneration 5.835587771598803e+20 0.13808747047798767 0.02810573579314455 -1253 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_individual 4.749861380807207e+20 0.11239593488575875 0.022876590027957538 -1254 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_district 4.363404330189057e+20 0.10325120454206221 0.021015310550175678 -1255 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_corridor 1.3883343328318272e+20 0.03285214509693984 0.006686585735378703 -1256 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_stairway 1.3698513664470522e+20 0.03241478279944773 0.006597566875545542 -1257 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_central 1.0759539314439225e+20 0.025460289958629385 0.005182079013520335 -1258 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_mixed 5.1846692353544815e+19 0.012268478994687353 0.0024970739779275834 -1259 XGBoost_grid_1_AutoML_20190416_022142_model_5 supply_area 1.0570838490052402e+21 1.0 0.26901221127181585 -1260 XGBoost_grid_1_AutoML_20190416_022142_model_5 city 7.828860559737173e+20 0.7406092304886179 0.19923292678206103 -1261 XGBoost_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.776896368673701e+20 0.5464936744715191 0.14701347181564323 -1262 XGBoost_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 2.6500235738610663e+20 0.25069189888340915 0.06743918206655636 -1263 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.1752996649055237e+20 0.20578307642790789 0.05535816043218858 -1264 XGBoost_grid_1_AutoML_20190416_022142_model_5 room_count 1.8183220163638618e+20 0.17201303549145874 0.04627360704513465 -1265 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 1.7301000181008826e+20 0.16366724548189612 0.04402848761985199 -1266 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 1.4220286467626972e+20 0.13452373225651734 0.036188526682863424 -1267 XGBoost_grid_1_AutoML_20190416_022142_model_5 bathroom_count 9.618335085347262e+19 0.09098932969601715 0.024477240783665873 -1268 XGBoost_grid_1_AutoML_20190416_022142_model_5 floor 8.283047702548185e+19 0.07835752774335619 0.021079131808032905 -1269 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 8.151712358024295e+19 0.07711509702560866 0.020744902773299614 -1270 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 8.047828740213414e+19 0.07613235929947047 0.020480534324490946 -1271 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_district 6.445592248720556e+19 0.0609752221149356 0.01640307933392895 -1272 XGBoost_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 6.043343396377775e+19 0.05716995299913827 0.015379415474603964 -1273 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 2.265395494865024e+19 0.021430613068176712 0.005765096610380891 -1274 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.8750857994836115e+19 0.017738288228016586 0.004771816140395562 -1275 XGBoost_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 1.5075146642715836e+19 0.014261069882868967 0.0038364019442924764 -1276 XGBoost_grid_1_AutoML_20190416_022142_model_5 heat_type_central 9.885867375008416e+18 0.009352018181255374 0.0025158070907937333 -1277 GBM_grid_1_AutoML_20190416_030706_model_58 city 2.7613666303985005e+20 1.0 0.15614336652389962 -1278 GBM_grid_1_AutoML_20190416_030706_model_58 exclusive_use_area 2.241082302103269e+20 0.8115844804642446 0.1267235329982372 -1279 GBM_grid_1_AutoML_20190416_030706_model_58 total_parking_capacity_in_site 2.1260561454955758e+20 0.7699289627429005 0.12021930022693056 -1280 GBM_grid_1_AutoML_20190416_030706_model_58 supply_area 1.6790211059209208e+20 0.6080399058340965 0.09494139787781075 -1281 GBM_grid_1_AutoML_20190416_030706_model_58 apartment_building_count_in_sites 1.4871644192795892e+20 0.5385610164576271 0.0840927301882272 -1282 GBM_grid_1_AutoML_20190416_030706_model_58 total_household_count_in_sites 1.3259320341825166e+20 0.48017239709714593 0.07497573459459912 -1283 GBM_grid_1_AutoML_20190416_030706_model_58 room_count 1.280809836197194e+20 0.46383186574987934 0.07242426901924762 -1284 GBM_grid_1_AutoML_20190416_030706_model_58 total_household_count_of_area_type 1.186824989629785e+20 0.4297962380527902 0.06710983152887003 -1285 GBM_grid_1_AutoML_20190416_030706_model_58 floor 8.383230804024623e+19 0.3035899221688942 0.0474035524901798 -1286 GBM_grid_1_AutoML_20190416_030706_model_58 bathroom_count 7.670635558844393e+19 0.27778403180520156 0.043374133892646174 -1287 GBM_grid_1_AutoML_20190416_030706_model_58 heat_fuel_cogeneration 6.089855377060607e+19 0.22053773338246516 0.034435504135888306 -1288 GBM_grid_1_AutoML_20190416_030706_model_58 front_door_structure_corridor 3.734438906987702e+19 0.13523879320757834 0.021116640456060768 -1289 GBM_grid_1_AutoML_20190416_030706_model_58 heat_fuel_gas 3.074973163173236e+19 0.1113569320829186 0.017387646261200155 -1290 GBM_grid_1_AutoML_20190416_030706_model_58 heat_type_district 2.8208091756872335e+19 0.10215264951181635 0.015950458594110997 -1291 GBM_grid_1_AutoML_20190416_030706_model_58 heat_type_individual 2.0284276493351125e+19 0.07345738255127623 0.011469883007590232 -1292 GBM_grid_1_AutoML_20190416_030706_model_58 front_door_structure_stairway 1.1004712815247229e+19 0.039852414721398687 0.006222690198705808 -1293 GBM_grid_1_AutoML_20190416_030706_model_58 heat_type_central 7.676935320666898e+18 0.027801217108062968 0.004340975632714785 -1294 GBM_grid_1_AutoML_20190416_030706_model_58 front_door_structure_mixed 2.950450392695046e+18 0.010684747038712706 0.001668352373080869 -1295 GBM_grid_1_AutoML_20190416_022142_model_30 supply_area 1.0253265754953487e+21 1.0 0.26031422518058844 -1296 GBM_grid_1_AutoML_20190416_022142_model_30 city 5.351660510514124e+20 0.5219469229039213 0.1358702088211266 -1297 GBM_grid_1_AutoML_20190416_022142_model_30 apartment_building_count_in_sites 3.306640658969825e+20 0.3224963380445244 0.08395038436163749 -1298 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_in_sites 2.726185248981296e+20 0.2658845790341716 0.06921353817874731 -1299 GBM_grid_1_AutoML_20190416_022142_model_30 exclusive_use_area 2.6816260009493948e+20 0.26153871995894246 0.068082249240835 -1300 GBM_grid_1_AutoML_20190416_022142_model_30 floor 2.5192541699622253e+20 0.2457026112626741 0.06395988487569033 -1301 GBM_grid_1_AutoML_20190416_022142_model_30 total_household_count_of_area_type 2.3926433829224238e+20 0.23335427366315034 0.06074543694120198 -1302 GBM_grid_1_AutoML_20190416_022142_model_30 total_parking_capacity_in_site 2.3387287862739626e+20 0.22809598835805966 0.05937663047622883 -1303 GBM_grid_1_AutoML_20190416_022142_model_30 room_count 1.9847497258435713e+20 0.1935724454313215 0.05038966114876619 -1304 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_individual 1.2053141132796756e+20 0.11755416684653594 0.030601021859405622 -1305 GBM_grid_1_AutoML_20190416_022142_model_30 bathroom_count 1.065816874040479e+20 0.10394901483223223 0.02705940725433803 -1306 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_cogeneration 1.0032708472311854e+20 0.0978489069930224 0.02547146240865609 -1307 GBM_grid_1_AutoML_20190416_022142_model_30 heat_fuel_gas 8.694412825699182e+19 0.08479652272251693 0.02207374111052016 -1308 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_corridor 5.3624400345519096e+19 0.05229982488224539 0.013614388391302168 -1309 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_stairway 4.597845366056944e+19 0.04484274060521316 0.011673203275620176 -1310 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_district 4.397003294471566e+19 0.042883929857638926 0.01116329697358998 -1311 GBM_grid_1_AutoML_20190416_022142_model_30 heat_type_central 1.6599466682511e+19 0.016189443518999376 0.004214342445753222 -1312 GBM_grid_1_AutoML_20190416_022142_model_30 front_door_structure_mixed 8.771388645199315e+18 0.00855472671325401 0.0022269170559923997 -1313 DRF_1_AutoML_20190416_021340 supply_area 9.973245300184984e+20 1.0 0.2317116818016925 -1314 DRF_1_AutoML_20190416_021340 exclusive_use_area 7.764448529754148e+20 0.7785277806823956 0.1803939813912571 -1315 DRF_1_AutoML_20190416_021340 city 6.675545693850373e+20 0.669345382864147 0.15509514436964925 -1316 DRF_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.4987020986158363e+20 0.25054052351138806 0.0580531660623002 -1317 DRF_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.4683844288743316e+20 0.24750062337567771 0.057348785689345566 -1318 DRF_1_AutoML_20190416_021340 total_household_count_in_sites 2.2599112188266073e+20 0.2265973763610016 0.05250525916845876 -1319 DRF_1_AutoML_20190416_021340 floor 2.2293666098851296e+20 0.22353472142551023 0.0517956062425778 -1320 DRF_1_AutoML_20190416_021340 room_count 1.412621753041027e+20 0.1416411319006488 0.03281990488499469 -1321 DRF_1_AutoML_20190416_021340 total_household_count_of_area_type 1.4070406320184361e+20 0.14108152258045215 0.032690236868260024 -1322 DRF_1_AutoML_20190416_021340 bathroom_count 1.4044575713415345e+20 0.14082252356868075 0.032630223771657495 -1323 DRF_1_AutoML_20190416_021340 heat_type_district 1.2819366157133388e+20 0.12853755995448757 0.029783654191740196 -1324 DRF_1_AutoML_20190416_021340 heat_fuel_cogeneration 1.2718923570912795e+20 0.12753043957193036 0.029550292634121098 -1325 DRF_1_AutoML_20190416_021340 heat_type_individual 7.457215074237258e+19 0.07477220152299816 0.017325592566908975 -1326 DRF_1_AutoML_20190416_021340 heat_fuel_gas 5.3038228706519155e+19 0.05318051156882244 0.01232254577468621 -1327 DRF_1_AutoML_20190416_021340 front_door_structure_corridor 3.4951766005929476e+19 0.03504552926747043 0.00812045852619601 -1328 DRF_1_AutoML_20190416_021340 front_door_structure_stairway 2.8767241798108054e+19 0.028844414162333378 0.006683587716138823 -1329 DRF_1_AutoML_20190416_021340 front_door_structure_mixed 2.8151227214507016e+19 0.028226747028858166 0.0065404670258476525 -1330 DRF_1_AutoML_20190416_021340 heat_type_central 1.9925734547626394e+19 0.019979188266087078 0.004629411314167677 -1331 GBM_2_AutoML_20190416_022142 supply_area 4.8073125346161774e+20 1.0 0.26624414067742364 -1332 GBM_2_AutoML_20190416_022142 exclusive_use_area 3.673669251164243e+20 0.764183569241885 0.20345939771261212 -1333 GBM_2_AutoML_20190416_022142 city 3.4221949330025716e+20 0.7118727788884657 0.18953195628680913 -1334 GBM_2_AutoML_20190416_022142 apartment_building_count_in_sites 1.1133733907696976e+20 0.23159996000937993 0.06166213233362303 -1335 GBM_2_AutoML_20190416_022142 total_parking_capacity_in_site 9.841538584613696e+19 0.20472017397969028 0.05450554680055529 -1336 GBM_2_AutoML_20190416_022142 total_household_count_in_sites 7.520055242397214e+19 0.1564295058465057 0.04164843936069692 -1337 GBM_2_AutoML_20190416_022142 heat_type_district 6.329584975897166e+19 0.13166576814632935 0.03505523929675236 -1338 GBM_2_AutoML_20190416_022142 floor 4.913476891386787e+19 0.10220839306798025 0.027212385782404744 -1339 GBM_2_AutoML_20190416_022142 bathroom_count 4.489436158386137e+19 0.09338764904629983 0.024863914370216917 -1340 GBM_2_AutoML_20190416_022142 heat_fuel_cogeneration 4.157117125179212e+19 0.08647486709559485 0.023023426680061066 -1341 GBM_2_AutoML_20190416_022142 heat_type_individual 3.366013891045543e+19 0.07001861990057383 0.018642047286847433 -1342 GBM_2_AutoML_20190416_022142 total_household_count_of_area_type 3.349071956177794e+19 0.0696661998166755 0.018548217504452458 -1343 GBM_2_AutoML_20190416_022142 heat_fuel_gas 2.432020764594012e+19 0.05059002815152288 0.013469298572048878 -1344 GBM_2_AutoML_20190416_022142 room_count 1.7233215289156436e+19 0.03584791952897724 0.009544298530065979 -1345 GBM_2_AutoML_20190416_022142 front_door_structure_stairway 1.0220091422061625e+19 0.021259469502907226 0.005660209189059428 -1346 GBM_2_AutoML_20190416_022142 front_door_structure_corridor 4.24288892775039e+18 0.008825906152758899 0.002349845799340879 -1347 GBM_2_AutoML_20190416_022142 front_door_structure_mixed 4.1529178153948283e+18 0.008638751455185768 0.0023000169577117773 -1348 GBM_2_AutoML_20190416_022142 heat_type_central 4.1158486054980813e+18 0.008561641407461969 0.0022794868593179595 -1349 GBM_4_AutoML_20190416_015849 supply_area 4.6469530737906287e+20 1.0 0.25392549877188986 -1350 GBM_4_AutoML_20190416_015849 exclusive_use_area 3.8462510591660104e+20 0.8276931137650876 0.21017238674285846 -1351 GBM_4_AutoML_20190416_015849 city 3.4325954333920304e+20 0.7386765863318654 0.1875688206154359 -1352 GBM_4_AutoML_20190416_015849 apartment_building_count_in_sites 1.3456532265820278e+20 0.28957753719779805 0.07353112056608636 -1353 GBM_4_AutoML_20190416_015849 total_parking_capacity_in_site 9.112229003472667e+19 0.19609040286777865 0.04979235335258152 -1354 GBM_4_AutoML_20190416_015849 floor 6.736081461560371e+19 0.14495695038438577 0.03680826592680725 -1355 GBM_4_AutoML_20190416_015849 total_household_count_in_sites 5.467916185004461e+19 0.11766669682644662 0.02987857468049621 -1356 GBM_4_AutoML_20190416_015849 heat_type_individual 5.324246958844831e+19 0.11457501021205102 0.02909351661488943 -1357 GBM_4_AutoML_20190416_015849 heat_fuel_gas 4.523272529219315e+19 0.09733845936020127 0.024716716842726444 -1358 GBM_4_AutoML_20190416_015849 heat_fuel_cogeneration 3.968723724243514e+19 0.08540485908126748 0.021686471439753816 -1359 GBM_4_AutoML_20190416_015849 total_household_count_of_area_type 3.965426068969488e+19 0.0853338952642962 0.021668451917134627 -1360 GBM_4_AutoML_20190416_015849 bathroom_count 3.8485554596159685e+19 0.08281890086909381 0.02102983071092435 -1361 GBM_4_AutoML_20190416_015849 heat_type_district 2.4846572449458815e+19 0.05346852454696919 0.013577021764186188 -1362 GBM_4_AutoML_20190416_015849 room_count 2.4258738348877677e+19 0.05220353630360475 0.013255808993549298 -1363 GBM_4_AutoML_20190416_015849 front_door_structure_stairway 1.2482513617582817e+19 0.026861716525578207 0.006820874766626563 -1364 GBM_4_AutoML_20190416_015849 heat_type_central 5.328988712690778e+18 0.011467705027509127 0.002911942718879164 -1365 GBM_4_AutoML_20190416_015849 front_door_structure_corridor 4.245012359581532e+18 0.00913504460271809 0.0023196207570486517 -1366 GBM_4_AutoML_20190416_015849 front_door_structure_mixed 2.2742397464965284e+18 0.004894045001925052 0.0012427228181258936 -1367 XGBoost_2_AutoML_20190416_020809 supply_area 7.036118657453932e+20 1.0 0.25945025067745703 -1368 XGBoost_2_AutoML_20190416_020809 exclusive_use_area 5.725876214395128e+20 0.8137833503318256 0.21113629424073302 -1369 XGBoost_2_AutoML_20190416_020809 city 4.098626449096877e+20 0.5825124118330308 0.15113299127280996 -1370 XGBoost_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.6520311740915778e+20 0.23479296676463052 0.06091709408438723 -1371 XGBoost_2_AutoML_20190416_020809 total_household_count_in_sites 1.448782403494394e+20 0.2059064768556143 0.05342248703630114 -1372 XGBoost_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.4278785763880468e+20 0.2029355452775628 0.052651678093630104 -1373 XGBoost_2_AutoML_20190416_020809 heat_fuel_cogeneration 1.0328040813969696e+20 0.14678605232201938 0.03808367807090226 -1374 XGBoost_2_AutoML_20190416_020809 total_household_count_of_area_type 9.834484997619188e+19 0.13977144895361762 0.03626373746856748 -1375 XGBoost_2_AutoML_20190416_020809 floor 8.117021446754009e+19 0.11536220240053782 0.029930752331523074 -1376 XGBoost_2_AutoML_20190416_020809 bathroom_count 6.794430784427839e+19 0.09656503983527831 0.025053823791941585 -1377 XGBoost_2_AutoML_20190416_020809 heat_type_district 5.700139198055868e+19 0.08101255074795033 0.021018726599575925 -1378 XGBoost_2_AutoML_20190416_020809 heat_type_individual 5.5919868363013095e+19 0.07947544816313272 0.020619924948628028 -1379 XGBoost_2_AutoML_20190416_020809 heat_fuel_gas 4.727842824832156e+19 0.06719390412530306 0.017433475269306893 -1380 XGBoost_2_AutoML_20190416_020809 front_door_structure_stairway 2.429940928398911e+19 0.03453524658548328 0.00896017838381143 -1381 XGBoost_2_AutoML_20190416_020809 room_count 2.071312780962562e+19 0.02943828667198857 0.007637770856562278 -1382 XGBoost_2_AutoML_20190416_020809 heat_type_central 7.387318460352561e+18 0.010499138544979731 0.0027240041273923427 -1383 XGBoost_2_AutoML_20190416_020809 front_door_structure_corridor 6.364506564706959e+18 0.009045479296976496 0.0023468518710983 -1384 XGBoost_2_AutoML_20190416_020809 front_door_structure_mixed 3.2984730357989376e+18 0.004687915591509528 0.0012162808753719064 -1385 GBM_grid_1_AutoML_20190416_023844_model_42 supply_area 4.300497839487713e+20 1.0 0.2030735670974218 -1386 GBM_grid_1_AutoML_20190416_023844_model_42 exclusive_use_area 4.1459114304345e+20 0.9640538340389847 0.19577385095224248 -1387 GBM_grid_1_AutoML_20190416_023844_model_42 city 4.0413058293083564e+20 0.9397297662146408 0.19083427573283335 -1388 GBM_grid_1_AutoML_20190416_023844_model_42 apartment_building_count_in_sites 1.509575984690873e+20 0.3510235421652247 0.07128360284266443 -1389 GBM_grid_1_AutoML_20190416_023844_model_42 total_parking_capacity_in_site 1.1308000343434356e+20 0.2629463091366509 0.05339744495148109 -1390 GBM_grid_1_AutoML_20190416_023844_model_42 bathroom_count 9.7871584987225e+19 0.22758198850504183 0.04621588621284329 -1391 GBM_grid_1_AutoML_20190416_023844_model_42 total_household_count_in_sites 9.559629960517045e+19 0.22229123969646766 0.04514147497966969 -1392 GBM_grid_1_AutoML_20190416_023844_model_42 floor 7.566767774000952e+19 0.17595097257163894 0.03573099163438334 -1393 GBM_grid_1_AutoML_20190416_023844_model_42 heat_fuel_cogeneration 7.1575990352776e+19 0.1664365220592747 0.03379885822986565 -1394 GBM_grid_1_AutoML_20190416_023844_model_42 total_household_count_of_area_type 6.573785628816913e+19 0.15286103781882146 0.03104203622008197 -1395 GBM_grid_1_AutoML_20190416_023844_model_42 room_count 6.35651597390326e+19 0.14780884007281503 0.03001606840211889 -1396 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_district 4.40969913533517e+19 0.10253927103147818 0.020823015535931605 -1397 GBM_grid_1_AutoML_20190416_023844_model_42 heat_fuel_gas 4.31162621657476e+19 0.10025876950768035 0.020359905956722872 -1398 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_individual 2.291739573564211e+19 0.05329009940479843 0.01082181057710861 -1399 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_stairway 1.371121676211087e+19 0.031882859319711195 0.006474565971319031 -1400 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_corridor 4.632232592215638e+18 0.010771386860567384 0.0021873839523617183 -1401 GBM_grid_1_AutoML_20190416_023844_model_42 heat_type_central 4.621969750681977e+18 0.010747522550162607 0.0021825377417214998 -1402 GBM_grid_1_AutoML_20190416_023844_model_42 front_door_structure_mixed 1.7846382137641533e+18 0.004149840972776176 0.0008427230092286928 -1403 GBM_2_AutoML_20190416_023643 exclusive_use_area 5.1744354209277936e+20 1.0 0.28869161266652243 -1404 GBM_2_AutoML_20190416_023643 city 3.6260714807587504e+20 0.7007665930264105 0.2023054378436191 -1405 GBM_2_AutoML_20190416_023643 supply_area 2.6814418107615098e+20 0.5182095422268732 0.14960274844465637 -1406 GBM_2_AutoML_20190416_023643 apartment_building_count_in_sites 1.253350984648837e+20 0.24221985254269673 0.06992683985039838 -1407 GBM_2_AutoML_20190416_023643 total_household_count_in_sites 9.355910686904104e+19 0.1808102706058424 0.052198408607870964 -1408 GBM_2_AutoML_20190416_023643 total_parking_capacity_in_site 8.034818439024266e+19 0.15527913260889817 0.0448277832063216 -1409 GBM_2_AutoML_20190416_023643 floor 6.466888029731973e+19 0.1249776546360383 0.036080000664157584 -1410 GBM_2_AutoML_20190416_023643 heat_type_district 4.813145135938273e+19 0.09301778347588809 0.026853453918319534 -1411 GBM_2_AutoML_20190416_023643 bathroom_count 4.566781523744365e+19 0.08825661453371711 0.025478944378226436 -1412 GBM_2_AutoML_20190416_023643 heat_fuel_cogeneration 3.840371574668106e+19 0.07421817574794498 0.02142616484584162 -1413 GBM_2_AutoML_20190416_023643 total_household_count_of_area_type 3.634017431390362e+19 0.07023022099556459 0.020274875757135803 -1414 GBM_2_AutoML_20190416_023643 heat_type_individual 3.2725112023171465e+19 0.06324383118362263 0.018257963615609316 -1415 GBM_2_AutoML_20190416_023643 room_count 2.5426960657296654e+19 0.049139584493524346 0.014186185893198384 -1416 GBM_2_AutoML_20190416_023643 heat_fuel_gas 2.110082440567246e+19 0.0407789887962096 0.0117725520384878 -1417 GBM_2_AutoML_20190416_023643 front_door_structure_corridor 1.0646544703475941e+19 0.020575277952868877 0.005939910173275661 -1418 GBM_2_AutoML_20190416_023643 heat_type_central 8.668850389816181e+18 0.016753229453314592 0.004836516828249672 -1419 GBM_2_AutoML_20190416_023643 front_door_structure_stairway 7.124239412686225e+18 0.01376814827734158 0.003974748929617544 -1420 GBM_2_AutoML_20190416_023643 front_door_structure_mixed 6.032868569002279e+18 0.011658989006998884 0.003365852338491765 -1421 GBM_2_AutoML_20190416_023844 supply_area 4.250507883623901e+20 1.0 0.236833406437499 -1422 GBM_2_AutoML_20190416_023844 city 3.176343429344416e+20 0.7472856224033931 0.17698219953556224 -1423 GBM_2_AutoML_20190416_023844 exclusive_use_area 3.111691090100025e+20 0.7320751249723733 0.17337984561536496 -1424 GBM_2_AutoML_20190416_023844 total_parking_capacity_in_site 1.1967676533774379e+20 0.281558742188968 0.06668251602487085 -1425 GBM_2_AutoML_20190416_023844 heat_fuel_cogeneration 9.337255932822605e+19 0.21967388812044364 0.052026115228934716 -1426 GBM_2_AutoML_20190416_023844 apartment_building_count_in_sites 9.246365024014828e+19 0.2175355340390889 0.05151968154767794 -1427 GBM_2_AutoML_20190416_023844 total_household_count_in_sites 8.898925506902727e+19 0.20936146339565603 0.049583788552732974 -1428 GBM_2_AutoML_20190416_023844 bathroom_count 8.523296270873054e+19 0.20052418450301185 0.04749082568894984 -1429 GBM_2_AutoML_20190416_023844 floor 6.0747841512763556e+19 0.1429190185643677 0.033847998011303365 -1430 GBM_2_AutoML_20190416_023844 room_count 4.2954356879534326e+19 0.10105699849428881 0.023933673197751627 -1431 GBM_2_AutoML_20190416_023844 total_household_count_of_area_type 3.703963083493658e+19 0.08714165894772392 0.020638055931204224 -1432 GBM_2_AutoML_20190416_023844 heat_fuel_gas 3.5831819510847898e+19 0.08430008952318042 0.01996507736476094 -1433 GBM_2_AutoML_20190416_023844 heat_type_district 2.933996860892355e+19 0.06902697139314293 0.016347892771101838 -1434 GBM_2_AutoML_20190416_023844 heat_type_individual 2.65268857014447e+19 0.06240874367895158 0.014780475356970838 -1435 GBM_2_AutoML_20190416_023844 front_door_structure_stairway 1.5184056567981933e+19 0.03572292296288203 0.008460381533203705 -1436 GBM_2_AutoML_20190416_023844 front_door_structure_corridor 7.593648414374494e+18 0.01786527309743582 0.004231093484601935 -1437 GBM_2_AutoML_20190416_023844 heat_type_central 3.9453500861579264e+18 0.009282067447418066 0.0021983036523546416 -1438 GBM_2_AutoML_20190416_023844 front_door_structure_mixed 1.9718104146226708e+18 0.004638999546900131 0.0010986700651543723 -1439 GBM_4_AutoML_20190416_020809 supply_area 6.302385169288313e+20 1.0 0.3381956740020234 -1440 GBM_4_AutoML_20190416_020809 city 3.462015197957828e+20 0.5493182509422494 0.18577705611902665 -1441 GBM_4_AutoML_20190416_020809 exclusive_use_area 2.2767545055111125e+20 0.3612528343405282 0.12217414579493623 -1442 GBM_4_AutoML_20190416_020809 total_parking_capacity_in_site 1.0620772150920872e+20 0.16851988359385223 0.05699269561476538 -1443 GBM_4_AutoML_20190416_020809 apartment_building_count_in_sites 9.144734965236236e+19 0.14509958880010648 0.04907205323166845 -1444 GBM_4_AutoML_20190416_020809 total_household_count_in_sites 8.762670507551516e+19 0.1390373687449672 0.04702183663417204 -1445 GBM_4_AutoML_20190416_020809 floor 6.283909063856095e+19 0.0997068394752791 0.03372042177895357 -1446 GBM_4_AutoML_20190416_020809 heat_type_district 6.0825440645405475e+19 0.09651177928922756 0.03263986624585484 -1447 GBM_4_AutoML_20190416_020809 total_household_count_of_area_type 5.551274999357322e+19 0.08808212843621221 0.02978899479401758 -1448 GBM_4_AutoML_20190416_020809 heat_fuel_cogeneration 4.855643899179722e+19 0.07704454375212422 0.02605613140242803 -1449 GBM_4_AutoML_20190416_020809 heat_type_individual 4.293991809283837e+19 0.06813280518316417 0.023042219970568757 -1450 GBM_4_AutoML_20190416_020809 bathroom_count 3.5706143132769845e+19 0.056654968196432696 0.019160465154755755 -1451 GBM_4_AutoML_20190416_020809 front_door_structure_stairway 2.606345914252316e+19 0.04135491316768622 0.013986052732040793 -1452 GBM_4_AutoML_20190416_020809 heat_fuel_gas 1.7641379294154326e+19 0.027991591786743257 0.009466635250707138 -1453 GBM_4_AutoML_20190416_020809 room_count 1.421407510653934e+19 0.022553485267458578 0.007627491151122858 -1454 GBM_4_AutoML_20190416_020809 heat_type_central 4.333739649408172e+18 0.006876348450625643 0.0023255512989321086 -1455 GBM_4_AutoML_20190416_020809 front_door_structure_corridor 4.1719069309623337e+18 0.006619568336273932 0.002238709375088615 -1456 GBM_4_AutoML_20190416_020809 front_door_structure_mixed 1.3305609396525466e+18 0.002111202193950958 0.0007139994489377947 -1457 XGBoost_grid_1_AutoML_20190416_021340_model_10 supply_area 9.025476832353698e+20 1.0 0.2654082302984743 -1458 XGBoost_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 6.09941778570691e+20 0.6758000600968005 0.1793628979858944 -1459 XGBoost_grid_1_AutoML_20190416_021340_model_10 city 4.9507870152762956e+20 0.548534676586745 0.14558561777023393 -1460 XGBoost_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.6293274225109736e+20 0.29132282663289355 0.07731947586218552 -1461 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 2.050794310691518e+20 0.22722282144030542 0.060306806921897695 -1462 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.704344354044416e+20 0.1888370427072439 0.05011890531972702 -1463 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 1.591014260093265e+20 0.17628035500461797 0.04678625705816246 -1464 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 1.0570256188694331e+20 0.11711576446357992 0.031083487786331694 -1465 XGBoost_grid_1_AutoML_20190416_021340_model_10 bathroom_count 1.035932060036597e+20 0.11477865150825972 0.030463198772852525 -1466 XGBoost_grid_1_AutoML_20190416_021340_model_10 floor 8.952450612552165e+19 0.0991908879590743 0.026326078034952155 -1467 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 8.236686135056033e+19 0.0912603986254767 0.024221260895521093 -1468 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 6.534308763333244e+19 0.0723984880212606 0.01921515458200807 -1469 XGBoost_grid_1_AutoML_20190416_021340_model_10 room_count 5.2015885202826985e+19 0.05763228488534282 0.015296082739476349 -1470 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_district 4.2074149442988016e+19 0.046617093173586664 0.012372560200860723 -1471 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 3.2184882378026516e+19 0.035660035448379986 0.009464466900735392 -1472 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 1.0378764144089235e+19 0.011499408105380535 0.0030520375547289794 -1473 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_central 8.493582738790547e+18 0.00941067480040892 0.0024976705446909794 -1474 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 3.80803042969754e+18 0.0042192013789751955 0.0011198107712666891 -1475 GBM_2_AutoML_20190416_021340 supply_area 6.365543228250092e+20 1.0 0.346712471523297 -1476 GBM_2_AutoML_20190416_021340 city 3.10520133266824e+20 0.4878140358685255 0.16913121001973072 -1477 GBM_2_AutoML_20190416_021340 exclusive_use_area 2.2010430144317594e+20 0.3457745765771562 0.11988435803498734 -1478 GBM_2_AutoML_20190416_021340 apartment_building_count_in_sites 9.231065979421301e+19 0.14501615413518998 0.050278909211015105 -1479 GBM_2_AutoML_20190416_021340 total_parking_capacity_in_site 8.698822307131215e+19 0.13665483047112303 0.04737993401824022 -1480 GBM_2_AutoML_20190416_021340 total_household_count_in_sites 8.41468211423483e+19 0.1321911078522053 0.04583230571684081 -1481 GBM_2_AutoML_20190416_021340 heat_type_individual 7.3229409550346486e+19 0.11504031458832381 0.03988591179573535 -1482 GBM_2_AutoML_20190416_021340 floor 6.325840479097612e+19 0.0993762865520058 0.03445499792125331 -1483 GBM_2_AutoML_20190416_021340 heat_type_district 6.248964385302118e+19 0.09816859553430413 0.03403627638366948 -1484 GBM_2_AutoML_20190416_021340 total_household_count_of_area_type 4.811259253594312e+19 0.07558285414262975 0.026205518164576027 -1485 GBM_2_AutoML_20190416_021340 heat_fuel_cogeneration 4.059894348809398e+19 0.06377922831144571 0.02211305387970998 -1486 GBM_2_AutoML_20190416_021340 bathroom_count 3.794622655054951e+19 0.059611921857894684 0.020668196759604317 -1487 GBM_2_AutoML_20190416_021340 heat_fuel_gas 3.0697669756157166e+19 0.048224744778924473 0.01672012045088112 -1488 GBM_2_AutoML_20190416_021340 front_door_structure_stairway 1.605785824978482e+19 0.02522621820950099 0.008746244462602089 -1489 GBM_2_AutoML_20190416_021340 front_door_structure_corridor 1.3283248353673478e+19 0.02086742305781982 0.007234995822698946 -1490 GBM_2_AutoML_20190416_021340 room_count 1.1773592500457964e+19 0.018495817369061467 0.006412730552870825 -1491 GBM_2_AutoML_20190416_021340 heat_type_central 6.743085460580467e+18 0.01059310292742158 0.003672760897067009 -1492 GBM_2_AutoML_20190416_021340 front_door_structure_mixed 1.1566702895017492e+18 0.0018170802522689358 0.0006300043852203387 -1493 XGBoost_grid_1_AutoML_20190416_030706_model_23 supply_area 7.07584040616734e+20 1.0 0.26882936677149344 -1494 XGBoost_grid_1_AutoML_20190416_030706_model_23 city 5.321848088355815e+20 0.7521153365354685 0.2021906896599587 -1495 XGBoost_grid_1_AutoML_20190416_030706_model_23 exclusive_use_area 4.606623690971247e+20 0.6510355557137905 0.17501747618826563 -1496 XGBoost_grid_1_AutoML_20190416_030706_model_23 total_parking_capacity_in_site 1.50640622460939e+20 0.21289431899798059 0.05723224496547545 -1497 XGBoost_grid_1_AutoML_20190416_030706_model_23 apartment_building_count_in_sites 1.4770234036342856e+20 0.2087417633595727 0.05611591606271887 -1498 XGBoost_grid_1_AutoML_20190416_030706_model_23 total_household_count_in_sites 1.2499471605320332e+20 0.17664999332695133 0.04748870584627287 -1499 XGBoost_grid_1_AutoML_20190416_030706_model_23 total_household_count_of_area_type 1.1175120404975767e+20 0.1579334716938425 0.04245715518747927 -1500 XGBoost_grid_1_AutoML_20190416_030706_model_23 heat_fuel_cogeneration 1.1100248940780034e+20 0.15687534347305232 0.04217269924792119 -1501 XGBoost_grid_1_AutoML_20190416_030706_model_23 floor 1.0146793798809892e+20 0.14340054631483623 0.038550278060503644 -1502 XGBoost_grid_1_AutoML_20190416_030706_model_23 bathroom_count 3.946391763474081e+19 0.05577276389719567 0.014993356801579124 -1503 XGBoost_grid_1_AutoML_20190416_030706_model_23 heat_type_individual 3.681009678752206e+19 0.05202222587643185 0.013985102040404774 -1504 XGBoost_grid_1_AutoML_20190416_030706_model_23 heat_type_district 2.962473992149428e+19 0.04186745067861225 0.011255200254268067 -1505 XGBoost_grid_1_AutoML_20190416_030706_model_23 room_count 2.487040326447923e+19 0.035148338341269056 0.009448905539353566 -1506 XGBoost_grid_1_AutoML_20190416_030706_model_23 heat_type_central 1.2975575313407803e+19 0.018337857510322342 0.004929754622445831 -1507 XGBoost_grid_1_AutoML_20190416_030706_model_23 front_door_structure_stairway 1.1745815538205458e+19 0.016599887594931823 0.004462537270623492 -1508 XGBoost_grid_1_AutoML_20190416_030706_model_23 heat_fuel_gas 1.1549867172972986e+19 0.01632296166955103 0.004388091449460762 -1509 XGBoost_grid_1_AutoML_20190416_030706_model_23 front_door_structure_corridor 9.86384085856918e+18 0.01394016864763061 0.0037475267102303634 -1510 XGBoost_grid_1_AutoML_20190416_030706_model_23 front_door_structure_mixed 7.19875826350293e+18 0.010173714852625073 0.0027349933215449363 -1511 XGBoost_grid_1_AutoML_20190416_022142_model_13 supply_area 7.120002422638358e+20 1.0 0.26401537621127774 -1512 XGBoost_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 5.394657924269002e+20 0.7576764169512712 0.2000382242678028 -1513 XGBoost_grid_1_AutoML_20190416_022142_model_13 city 4.436620193756149e+20 0.6231206017079042 0.16451342008491007 -1514 XGBoost_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 1.740547137783359e+20 0.24445878448709701 0.06454087795451258 -1515 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 1.6589948650153994e+20 0.23300481749002683 0.06151685454866953 -1516 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 1.3549189430106915e+20 0.1902975396051366 0.05024147651093066 -1517 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 1.2170335878178144e+20 0.1709316255213907 0.045128577418435206 -1518 XGBoost_grid_1_AutoML_20190416_022142_model_13 floor 7.546413614747563e+19 0.10598891919970999 0.027982704376738148 -1519 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 6.718458928995028e+19 0.09436034610934113 0.024912582277484073 -1520 XGBoost_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 5.743273479018172e+19 0.08066392591043485 0.02129651674592209 -1521 XGBoost_grid_1_AutoML_20190416_022142_model_13 bathroom_count 5.19840081617145e+19 0.07301122257547144 0.019276085395908426 -1522 XGBoost_grid_1_AutoML_20190416_022142_model_13 room_count 3.993694512919609e+19 0.056091195983606464 0.014808938209752369 -1523 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_district 3.5064377986846294e+19 0.04924770513470273 0.013002151398680615 -1524 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 2.7132910122395763e+19 0.03810800686826383 0.010061099769986629 -1525 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.7170672868745282e+19 0.024116105373995913 0.006367022633066347 -1526 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 1.5450202153578136e+19 0.021699714742306187 0.0057290583513673774 -1527 XGBoost_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.2494338865139548e+19 0.017548222772246894 0.004633000637054074 -1528 XGBoost_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 5.221120574692e+18 0.007333032019892605 0.0019360332075012917 -1529 GBM_4_AutoML_20190416_023844 supply_area 5.6421659081650995e+20 1.0 0.3018062664854239 -1530 GBM_4_AutoML_20190416_023844 city 3.273984284015576e+20 0.5802708281366924 0.17512937219034022 -1531 GBM_4_AutoML_20190416_023844 exclusive_use_area 2.6566737720295765e+20 0.4708606260912946 0.1421086875956028 -1532 GBM_4_AutoML_20190416_023844 apartment_building_count_in_sites 1.1733263293560442e+20 0.207956722374657 0.06276264197044105 -1533 GBM_4_AutoML_20190416_023844 total_parking_capacity_in_site 1.1167677151060374e+20 0.19793244886505362 0.05973725340827892 -1534 GBM_4_AutoML_20190416_023844 total_household_count_in_sites 8.62455953257262e+19 0.15285902032925916 0.046133810224193224 -1535 GBM_4_AutoML_20190416_023844 heat_fuel_gas 8.187308387266567e+19 0.14510931653778997 0.04379490105652197 -1536 GBM_4_AutoML_20190416_023844 floor 7.1904854280643805e+19 0.12744193533300074 0.03846277469652979 -1537 GBM_4_AutoML_20190416_023844 heat_fuel_cogeneration 5.178750784164489e+19 0.09178657395859316 0.027701763199931242 -1538 GBM_4_AutoML_20190416_023844 total_household_count_of_area_type 4.941272105532313e+19 0.08757757545522574 0.02643146107598718 -1539 GBM_4_AutoML_20190416_023844 bathroom_count 4.3679396837122376e+19 0.07741600929159391 0.023364636730496848 -1540 GBM_4_AutoML_20190416_023844 heat_type_district 2.7944554212857217e+19 0.04952806186081317 0.014947879436471141 -1541 GBM_4_AutoML_20190416_023844 room_count 2.2979399395355656e+19 0.04072797533674233 0.01229195817789263 -1542 GBM_4_AutoML_20190416_023844 heat_type_individual 1.6184694612630176e+19 0.02868525115365428 0.008657388553881097 -1543 GBM_4_AutoML_20190416_023844 front_door_structure_stairway 1.433755795891998e+19 0.02541144339299077 0.007669332856444238 -1544 GBM_4_AutoML_20190416_023844 front_door_structure_corridor 1.0125707144910078e+19 0.017946489539161885 0.005416363004334165 -1545 GBM_4_AutoML_20190416_023844 heat_type_central 5.053623172339859e+18 0.00895688509447493 0.0027032440497024228 -1546 GBM_4_AutoML_20190416_023844 front_door_structure_mixed 1.6456261340307128e+18 0.0029166567605699674 0.0008802652875270929 -1547 GBM_3_AutoML_20190416_022142 supply_area 4.3992512240043216e+20 1.0 0.239822469144149 -1548 GBM_3_AutoML_20190416_022142 exclusive_use_area 3.6195813714832445e+20 0.8227721462536982 0.1973192476575928 -1549 GBM_3_AutoML_20190416_022142 city 3.353472113751223e+20 0.762282475584288 0.1828124654799384 -1550 GBM_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.2959970824484081e+20 0.294594924558265 0.0706504822048974 -1551 GBM_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.132000701040967e+20 0.2573166758161604 0.06171032054619613 -1552 GBM_3_AutoML_20190416_022142 heat_fuel_cogeneration 8.04876992216679e+19 0.1829577242201816 0.043877373171478225 -1553 GBM_3_AutoML_20190416_022142 total_household_count_in_sites 6.803093176836109e+19 0.15464207044406397 0.03708664316745885 -1554 GBM_3_AutoML_20190416_022142 floor 5.458895351805536e+19 0.12408692011084324 0.029758831569475185 -1555 GBM_3_AutoML_20190416_022142 bathroom_count 5.1093887528332165e+19 0.1161422363186276 0.02785351788585653 -1556 GBM_3_AutoML_20190416_022142 heat_type_individual 4.845069236148424e+19 0.11013395210783862 0.026412596331105313 -1557 GBM_3_AutoML_20190416_022142 heat_type_district 4.020775484311732e+19 0.091396814584549 0.02191900974557651 -1558 GBM_3_AutoML_20190416_022142 total_household_count_of_area_type 3.908031561999581e+19 0.08883401658617672 0.021304393201689188 -1559 GBM_3_AutoML_20190416_022142 room_count 2.959777989638121e+19 0.06727913090046375 0.01613504729442163 -1560 GBM_3_AutoML_20190416_022142 front_door_structure_corridor 1.5848548619251614e+19 0.03602555937877497 0.008639738602516968 -1561 GBM_3_AutoML_20190416_022142 front_door_structure_stairway 1.4613789364677771e+19 0.03321881070337213 0.00796661720491479 -1562 GBM_3_AutoML_20190416_022142 heat_type_central 5.97196991847465e+18 0.013574969044479336 0.0032555825948024234 -1563 GBM_3_AutoML_20190416_022142 heat_fuel_gas 4.765743540397408e+18 0.010833078853040575 0.0025980157189694564 -1564 GBM_3_AutoML_20190416_022142 front_door_structure_mixed 1.6099392851279872e+18 0.0036595756940258923 0.0008776484789612023 -1565 GBM_4_AutoML_20190416_022142 supply_area 4.9585127996995613e+20 1.0 0.26943997323627566 -1566 GBM_4_AutoML_20190416_022142 city 3.392091184243367e+20 0.6840944697065006 0.1843223956088037 -1567 GBM_4_AutoML_20190416_022142 exclusive_use_area 2.7594708964303543e+20 0.5565118026109668 0.14994652520117038 -1568 GBM_4_AutoML_20190416_022142 apartment_building_count_in_sites 1.1805432597979752e+20 0.23808414084753496 0.0641493845379415 -1569 GBM_4_AutoML_20190416_022142 total_parking_capacity_in_site 9.552063561299342e+19 0.19263968748609675 0.05190483224049842 -1570 GBM_4_AutoML_20190416_022142 bathroom_count 8.772639119773585e+19 0.17692077189566038 0.04766952804450796 -1571 GBM_4_AutoML_20190416_022142 floor 7.684781435642708e+19 0.15498157907565213 0.04175823251825945 -1572 GBM_4_AutoML_20190416_022142 total_household_count_in_sites 7.636691435871692e+19 0.15401173183085062 0.04149691690257686 -1573 GBM_4_AutoML_20190416_022142 heat_type_district 6.398761849470321e+19 0.12904598834267453 0.03477014764529897 -1574 GBM_4_AutoML_20190416_022142 total_household_count_of_area_type 4.530076746976644e+19 0.0913595856251722 0.02461592430572363 -1575 GBM_4_AutoML_20190416_022142 heat_fuel_cogeneration 3.868774598841467e+19 0.07802288216490795 0.021022483282329887 -1576 GBM_4_AutoML_20190416_022142 room_count 3.719271803789509e+19 0.07500780887396037 0.02021010201551156 -1577 GBM_4_AutoML_20190416_022142 heat_type_individual 3.3924465903819293e+19 0.06841661456611504 0.018434170797610627 -1578 GBM_4_AutoML_20190416_022142 heat_fuel_gas 2.6186127256787616e+19 0.05281044602400592 0.014229245163303934 -1579 GBM_4_AutoML_20190416_022142 front_door_structure_stairway 1.5194500828934177e+19 0.030643262289964883 0.008256519771280313 -1580 GBM_4_AutoML_20190416_022142 front_door_structure_corridor 9.45886543729184e+18 0.01907601294861023 0.005139840418328388 -1581 GBM_4_AutoML_20190416_022142 heat_type_central 2.583463647913181e+18 0.005210158271790111 0.0014038249053078878 -1582 GBM_4_AutoML_20190416_022142 front_door_structure_mixed 2.2634873474106e+18 0.004564851274655872 0.001229953405270857 -1583 GBM_4_AutoML_20190416_021340 supply_area 4.738434552283917e+20 1.0 0.2564043808855668 -1584 GBM_4_AutoML_20190416_021340 city 3.558599114091439e+20 0.7510073368801096 0.1925615712532628 -1585 GBM_4_AutoML_20190416_021340 exclusive_use_area 3.046667203886375e+20 0.6429691431356558 0.1648601050742212 -1586 GBM_4_AutoML_20190416_021340 apartment_building_count_in_sites 1.3235059837660614e+20 0.27931291846758416 0.0716170559330217 -1587 GBM_4_AutoML_20190416_021340 total_parking_capacity_in_site 9.561616997930762e+19 0.2017885209224232 0.051739460776928155 -1588 GBM_4_AutoML_20190416_021340 total_household_count_in_sites 7.738088398185195e+19 0.16330474364060701 0.041872051688846036 -1589 GBM_4_AutoML_20190416_021340 room_count 6.957873627701392e+19 0.1468390784114072 0.037650182989884054 -1590 GBM_4_AutoML_20190416_021340 floor 5.7883411412267565e+19 0.12215724576034898 0.03132165296986831 -1591 GBM_4_AutoML_20190416_021340 bathroom_count 5.1845337755219395e+19 0.10941448527600751 0.02805435335710767 -1592 GBM_4_AutoML_20190416_021340 heat_fuel_cogeneration 5.042806286896962e+19 0.10642346604674191 0.027287442923410996 -1593 GBM_4_AutoML_20190416_021340 heat_type_district 4.957701887883844e+19 0.10462742142326817 0.02682692921368636 -1594 GBM_4_AutoML_20190416_021340 total_household_count_of_area_type 4.012070430852304e+19 0.08467079974584629 0.021709963987919523 -1595 GBM_4_AutoML_20190416_021340 heat_type_individual 3.5379924629878473e+19 0.0746658505873536 0.01914465119314463 -1596 GBM_4_AutoML_20190416_021340 heat_fuel_gas 2.2747670722732098e+19 0.04800672135857139 0.01230913366829041 -1597 GBM_4_AutoML_20190416_021340 front_door_structure_stairway 1.289871945062626e+19 0.027221478545924202 0.006979706353357434 -1598 GBM_4_AutoML_20190416_021340 front_door_structure_corridor 7.343379776683377e+18 0.015497480646100473 0.003973621930349445 -1599 GBM_4_AutoML_20190416_021340 front_door_structure_mixed 5.996227893762458e+18 0.012654449117319319 0.003244656191374167 -1600 GBM_4_AutoML_20190416_021340 heat_type_central 4.514888863008686e+18 0.009528228813105622 0.002443079609760366 -1601 XRT_1_AutoML_20190416_020809 supply_area 9.494331108435522e+20 1.0 0.206812255042546 -1602 XRT_1_AutoML_20190416_020809 exclusive_use_area 8.231987614007291e+20 0.8670423982468165 0.17931499359892136 -1603 XRT_1_AutoML_20190416_020809 city 6.835119487647178e+20 0.7199158539535567 0.14888742119701528 -1604 XRT_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.002703979117659e+20 0.31626282513465503 0.0654070280522244 -1605 XRT_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.7439720046033633e+20 0.28901161896127675 0.05977114465087869 -1606 XRT_1_AutoML_20190416_020809 room_count 2.4799319397938862e+20 0.2612013328238065 0.05401963666141001 -1607 XRT_1_AutoML_20190416_020809 floor 2.4391087443122376e+20 0.2569015885853337 0.05313039685934526 -1608 XRT_1_AutoML_20190416_020809 total_household_count_in_sites 2.2828718363643373e+20 0.2404457786748191 0.049727133703200255 -1609 XRT_1_AutoML_20190416_020809 heat_fuel_gas 1.7674512197448054e+20 0.18615858237495642 0.038499876216488295 -1610 XRT_1_AutoML_20190416_020809 total_household_count_of_area_type 1.731447579551885e+20 0.18236646265828338 0.037715619386491844 -1611 XRT_1_AutoML_20190416_020809 bathroom_count 1.4676994570698149e+20 0.15458692564090099 0.03197047069188911 -1612 XRT_1_AutoML_20190416_020809 heat_type_district 1.030771568182328e+20 0.1085670550573603 0.022452997479740933 -1613 XRT_1_AutoML_20190416_020809 heat_fuel_cogeneration 9.588809239899616e+19 0.10099510044873147 0.020887024472050607 -1614 XRT_1_AutoML_20190416_020809 front_door_structure_stairway 4.474503031262334e+19 0.04712815447616766 0.009746679903209692 -1615 XRT_1_AutoML_20190416_020809 heat_type_individual 4.172101269642543e+19 0.043943077421596505 0.009087966935069561 -1616 XRT_1_AutoML_20190416_020809 front_door_structure_corridor 2.5147933193469428e+19 0.026487314278649917 0.005477901195988217 -1617 XRT_1_AutoML_20190416_020809 heat_type_central 2.2021658796865094e+19 0.023194534238751473 0.004796913930577735 -1618 XRT_1_AutoML_20190416_020809 front_door_structure_mixed 1.0533767795814957e+19 0.011094797174764547 0.0022945400229527242 -1619 GBM_3_AutoML_20190416_023643 supply_area 4.32773863589005e+20 1.0 0.2368136111724047 -1620 GBM_3_AutoML_20190416_023643 exclusive_use_area 4.114013278698765e+20 0.9506150035450721 0.22511857182417683 -1621 GBM_3_AutoML_20190416_023643 city 3.672456445858341e+20 0.8485855442846211 0.20095660713074168 -1622 GBM_3_AutoML_20190416_023643 total_parking_capacity_in_site 1.1193009019355031e+20 0.25863412652813905 0.06124808147554925 -1623 GBM_3_AutoML_20190416_023643 apartment_building_count_in_sites 1.0143883171628843e+20 0.2343922317190173 0.055507270824139546 -1624 GBM_3_AutoML_20190416_023643 total_household_count_in_sites 7.2510025480571716e+19 0.16754714547510835 0.039677444561588636 -1625 GBM_3_AutoML_20190416_023643 heat_type_district 6.030985325486224e+19 0.13935650539224123 0.033001517282303335 -1626 GBM_3_AutoML_20190416_023643 heat_fuel_cogeneration 5.381812110019369e+19 0.1243562184044078 0.02944924515209207 -1627 GBM_3_AutoML_20190416_023643 floor 4.9545726777911935e+19 0.1144841011585772 0.027111393417189548 -1628 GBM_3_AutoML_20190416_023643 total_household_count_of_area_type 3.3781830658394423e+19 0.07805885128607541 0.018485398457025227 -1629 GBM_3_AutoML_20190416_023643 bathroom_count 3.2696779807546933e+19 0.07555165077759475 0.01789165925067863 -1630 GBM_3_AutoML_20190416_023643 room_count 2.9005662098498257e+19 0.06702267520952754 0.015871881746803422 -1631 GBM_3_AutoML_20190416_023643 heat_type_individual 2.814297867827544e+19 0.06502929369367406 0.01539982187158984 -1632 GBM_3_AutoML_20190416_023643 heat_fuel_gas 1.622849475783426e+19 0.03749878660243234 0.008880223069905392 -1633 GBM_3_AutoML_20190416_023643 front_door_structure_stairway 1.1670314273749336e+19 0.026966310250270464 0.006385989310361982 -1634 GBM_3_AutoML_20190416_023643 front_door_structure_corridor 7.654860975471854e+18 0.017687900355141346 0.004188735557158682 -1635 GBM_3_AutoML_20190416_023643 heat_type_central 4.4812594752394363e+18 0.010354736855123907 0.002452142627401882 -1636 GBM_3_AutoML_20190416_023643 front_door_structure_mixed 2.8516207900324004e+18 0.006589170534430694 0.0015604052688893367 -1637 XGBoost_grid_1_AutoML_20190416_022142_model_11 supply_area 9.833616823237896e+20 1.0 0.22246110815806783 -1638 XGBoost_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 8.087503693711944e+20 0.8224342923958865 0.18295964407358528 -1639 XGBoost_grid_1_AutoML_20190416_022142_model_11 city 4.435926709782278e+20 0.4510981858983671 0.10035180232304483 -1640 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 3.7637933165823446e+20 0.38274760794910123 0.08514645700920676 -1641 XGBoost_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 3.4281562211655824e+20 0.34861600597091397 0.07755350300992911 -1642 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 2.6465255435879947e+20 0.26913043198245934 0.05987105413787741 -1643 XGBoost_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 2.161876651031774e+20 0.2198455247842306 0.04890707906709191 -1644 XGBoost_grid_1_AutoML_20190416_022142_model_11 floor 1.8745044217153087e+20 0.19062207277444987 0.04240599754879197 -1645 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 1.766968666081607e+20 0.17968654848397894 0.03997326869684433 -1646 XGBoost_grid_1_AutoML_20190416_022142_model_11 bathroom_count 1.583944664209456e+20 0.16107447470054193 0.03583280613786122 -1647 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 1.2468466257026351e+20 0.12679430652170645 0.028206801936952547 -1648 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_district 9.753765890782292e+19 0.09918798002921053 0.022065467953258477 -1649 XGBoost_grid_1_AutoML_20190416_022142_model_11 room_count 9.387785089188679e+19 0.09546624866452323 0.021237527469603498 -1650 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 7.570300284958671e+19 0.07698388518728161 0.01712592040907613 -1651 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.3082795269808456e+19 0.02347335236335559 0.005221907978936885 -1652 XGBoost_grid_1_AutoML_20190416_022142_model_11 heat_type_central 1.8885275490354987e+19 0.01920481124068923 0.0042723235905702435 -1653 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 1.6021122466789196e+19 0.01629219721977529 0.0036243802478410025 -1654 XGBoost_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.230168573625552e+19 0.01250982823246205 0.002782950251460591 -1655 GBM_3_AutoML_20190416_020809 supply_area 6.102433790082364e+20 1.0 0.3350493530209352 -1656 GBM_3_AutoML_20190416_020809 city 3.591136565868028e+20 0.5884761210689938 0.1971685436324359 -1657 GBM_3_AutoML_20190416_020809 exclusive_use_area 2.4261489326970372e+20 0.3975707096798 0.13320580905829105 -1658 GBM_3_AutoML_20190416_020809 total_parking_capacity_in_site 9.530626602994919e+19 0.156177468381288 0.052327159737598106 -1659 GBM_3_AutoML_20190416_020809 apartment_building_count_in_sites 8.69779844190343e+19 0.1425299928044944 0.047754581875224404 -1660 GBM_3_AutoML_20190416_020809 heat_fuel_gas 6.401145590679339e+19 0.10489496176234536 0.03514498907362955 -1661 GBM_3_AutoML_20190416_020809 total_household_count_in_sites 6.06160848353839e+19 0.0993309995987122 0.03328078715047129 -1662 GBM_3_AutoML_20190416_020809 floor 5.431199533511161e+19 0.08900054831136243 0.02981957613023047 -1663 GBM_3_AutoML_20190416_020809 bathroom_count 5.0670892210987205e+19 0.08303390737862197 0.027820456946007547 -1664 GBM_3_AutoML_20190416_020809 heat_type_district 4.756010553517172e+19 0.07793629094750049 0.026112503858811406 -1665 GBM_3_AutoML_20190416_020809 total_household_count_of_area_type 3.9339910315313725e+19 0.06446593550797503 0.021599269983836364 -1666 GBM_3_AutoML_20190416_020809 heat_fuel_cogeneration 3.1947563788287345e+19 0.05235216781902381 0.01754055995700735 -1667 GBM_3_AutoML_20190416_020809 room_count 2.9376210711198302e+19 0.04813851607688121 0.016128778666946935 -1668 GBM_3_AutoML_20190416_020809 front_door_structure_corridor 1.530392092759556e+19 0.02507838913790002 0.00840249805546065 -1669 GBM_3_AutoML_20190416_020809 heat_type_individual 1.437848727926394e+19 0.02356188985226151 0.007894395950950758 -1670 GBM_3_AutoML_20190416_020809 front_door_structure_stairway 1.1921631845533352e+19 0.0195358643053339 0.006545478696206904 -1671 GBM_3_AutoML_20190416_020809 heat_type_central 4.98625829392928e+18 0.008170933869094843 0.0027376661064170736 -1672 GBM_3_AutoML_20190416_020809 front_door_structure_mixed 2.6730043014664684e+18 0.004380226633201032 0.0014675920995390747 -1673 GBM_2_AutoML_20190416_030706 supply_area 5.355198299127656e+20 1.0 0.3025612223386849 -1674 GBM_2_AutoML_20190416_030706 city 3.652145915226342e+20 0.681981452642242 0.20634114192374864 -1675 GBM_2_AutoML_20190416_030706 exclusive_use_area 2.2427373749663275e+20 0.41879632642766224 0.12671152843490435 -1676 GBM_2_AutoML_20190416_030706 apartment_building_count_in_sites 1.0113252536897608e+20 0.18884926331383514 0.05713846394599412 -1677 GBM_2_AutoML_20190416_030706 total_parking_capacity_in_site 8.57394505410423e+19 0.16010508995532244 0.04844159171952745 -1678 GBM_2_AutoML_20190416_030706 bathroom_count 6.569222215756992e+19 0.12267000863118545 0.03711518775574849 -1679 GBM_2_AutoML_20190416_030706 total_household_count_in_sites 6.411646806333902e+19 0.11972753291653715 0.03622490870682261 -1680 GBM_2_AutoML_20190416_030706 heat_fuel_gas 6.171900934725252e+19 0.11525065160949566 0.03487037802629892 -1681 GBM_2_AutoML_20190416_030706 room_count 5.6634986327672095e+19 0.1057570292717223 0.03199797604736037 -1682 GBM_2_AutoML_20190416_030706 floor 5.461408835386632e+19 0.10198331658934603 0.030856196925425617 -1683 GBM_2_AutoML_20190416_030706 heat_fuel_cogeneration 4.741714703332829e+19 0.08854414791895267 0.026790025625295637 -1684 GBM_2_AutoML_20190416_030706 heat_type_individual 2.6723865408584024e+19 0.04990266263891153 0.015098610605984093 -1685 GBM_2_AutoML_20190416_030706 total_household_count_of_area_type 2.448615913494361e+19 0.045724094173939966 0.013834337823596415 -1686 GBM_2_AutoML_20190416_030706 heat_type_district 2.2099275521693057e+19 0.04126696022683783 0.012485781928433946 -1687 GBM_2_AutoML_20190416_030706 front_door_structure_stairway 1.6853197682317984e+19 0.03147072571535458 0.009521821240323164 -1688 GBM_2_AutoML_20190416_030706 front_door_structure_corridor 7.445222041206129e+18 0.013902794304403127 0.004206446438663516 -1689 GBM_2_AutoML_20190416_030706 heat_type_central 6.689313844424081e+18 0.012491253303381406 0.003779368868013213 -1690 GBM_2_AutoML_20190416_030706 front_door_structure_mixed 3.5841800327649034e+18 0.0066928988107662684 0.0020250116451745724 -1691 GBM_grid_1_AutoML_20190416_023844_model_4 supply_area 1.1154070826608042e+21 1.0 0.3693420574268183 -1692 GBM_grid_1_AutoML_20190416_023844_model_4 city 5.086467805675017e+20 0.45601896247074614 0.1684269818245884 -1693 GBM_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 4.2474785091870523e+20 0.3808007475669502 0.14064573157604784 -1694 GBM_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 1.5598898126997632e+20 0.139849373107677 0.051652255193440175 -1695 GBM_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 1.5171546984388074e+20 0.13601802624559584 0.050237177660683335 -1696 GBM_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 1.1573265879923687e+20 0.10375822477579805 0.038322276213647526 -1697 GBM_grid_1_AutoML_20190416_023844_model_4 floor 1.0230098956995317e+20 0.09171628113200976 0.033874679972832965 -1698 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 8.649510530039415e+19 0.07754577377620736 0.02864091563125904 -1699 GBM_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 7.978352799477504e+19 0.07152861877517525 0.026418527223321768 -1700 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_district 7.652413572539587e+19 0.06860646387760737 0.025339252521334194 -1701 GBM_grid_1_AutoML_20190416_023844_model_4 bathroom_count 6.25271196073423e+19 0.05605766771552483 0.020704454328600873 -1702 GBM_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 5.322686971747343e+19 0.047719680594550916 0.017624885010542053 -1703 GBM_grid_1_AutoML_20190416_023844_model_4 room_count 3.1721297489430577e+19 0.028439211102873226 0.010503796740330812 -1704 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 1.8704742278143934e+19 0.016769431151112797 0.006193656203229378 -1705 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 1.4511093879131865e+19 0.013009684181416209 0.0048050235220373945 -1706 GBM_grid_1_AutoML_20190416_023844_model_4 heat_type_central 1.1058343693915259e+19 0.009914177402868533 0.003661722679669934 -1707 GBM_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 1.0891893026632761e+19 0.009764948776055953 0.003606606271615997 -1708 GBM_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 0.0 0.0 0.0 -1709 DRF_1_AutoML_20190416_020809 supply_area 1.1170797477099072e+21 1.0 0.2156242144548846 -1710 DRF_1_AutoML_20190416_020809 city 8.535736409312503e+20 0.7641116425941271 0.1647609726901902 -1711 DRF_1_AutoML_20190416_020809 exclusive_use_area 8.532812587991921e+20 0.7638499046719621 0.1647045356563303 -1712 DRF_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.478747477948393e+20 0.31141442543203135 0.067148490853701 -1713 DRF_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.8327627582411584e+20 0.25358643946849124 0.05467937680680457 -1714 DRF_1_AutoML_20190416_020809 total_household_count_in_sites 2.78551524825981e+20 0.24935688378294513 0.0537673821846155 -1715 DRF_1_AutoML_20190416_020809 floor 2.66502443090114e+20 0.23857065141182884 0.051441609302665704 -1716 DRF_1_AutoML_20190416_020809 heat_fuel_cogeneration 2.517990171394934e+20 0.22540827336248756 0.04860348187541827 -1717 DRF_1_AutoML_20190416_020809 room_count 2.208323892469962e+20 0.19768721946639733 0.042626151405212295 -1718 DRF_1_AutoML_20190416_020809 bathroom_count 2.0065042231060962e+20 0.1796204995408405 0.0387305291134877 -1719 DRF_1_AutoML_20190416_020809 total_household_count_of_area_type 1.8004527533892462e+20 0.16117495255645822 0.0347532225347896 -1720 DRF_1_AutoML_20190416_020809 heat_fuel_gas 1.029050964426254e+20 0.09211974046936948 0.019863246674495637 -1721 DRF_1_AutoML_20190416_020809 heat_type_individual 5.433164580692322e+19 0.04863721316074967 0.010487360881061423 -1722 DRF_1_AutoML_20190416_020809 front_door_structure_mixed 4.485443171958705e+19 0.04015329416860508 0.00865802251288137 -1723 DRF_1_AutoML_20190416_020809 heat_type_district 3.921345768202646e+19 0.03510354364799544 0.0075691740236817715 -1724 DRF_1_AutoML_20190416_020809 front_door_structure_corridor 3.179746505793313e+19 0.02846481204508469 0.006137702736827323 -1725 DRF_1_AutoML_20190416_020809 front_door_structure_stairway 3.11031278630391e+19 0.027843247473425883 0.006003678364330407 -1726 DRF_1_AutoML_20190416_020809 heat_type_central 2.3006605711073346e+19 0.0205953118013629 0.0044408479286222905 -1727 GBM_3_AutoML_20190416_030706 supply_area 5.822009418722281e+20 1.0 0.3215519768312836 -1728 GBM_3_AutoML_20190416_030706 city 3.428690319933891e+20 0.5889187174634224 0.18936797779330766 -1729 GBM_3_AutoML_20190416_030706 exclusive_use_area 2.5558814531504203e+20 0.4390033181552879 0.1411623847883258 -1730 GBM_3_AutoML_20190416_030706 apartment_building_count_in_sites 9.774988224416973e+19 0.167897155799556 0.05398766235169725 -1731 GBM_3_AutoML_20190416_030706 total_parking_capacity_in_site 8.922503434248756e+19 0.1532547062798624 0.04927935376298749 -1732 GBM_3_AutoML_20190416_030706 total_household_count_in_sites 7.447980935782544e+19 0.12792801248021865 0.04113550530511143 -1733 GBM_3_AutoML_20190416_030706 heat_type_district 6.462343088467398e+19 0.11099849937868439 0.03569178690052198 -1734 GBM_3_AutoML_20190416_030706 bathroom_count 5.959205687987798e+19 0.10235651060309736 0.0329129383259782 -1735 GBM_3_AutoML_20190416_030706 floor 5.705295027980835e+19 0.09799529024521812 0.031510579298505294 -1736 GBM_3_AutoML_20190416_030706 heat_type_individual 3.992613033282529e+19 0.06857792123185473 0.022051366139082946 -1737 GBM_3_AutoML_20190416_030706 total_household_count_of_area_type 3.846058688611615e+19 0.06606067445105035 0.02124194046054311 -1738 GBM_3_AutoML_20190416_030706 heat_fuel_gas 3.597675273557482e+19 0.061794391159659796 0.019870108634474207 -1739 GBM_3_AutoML_20190416_030706 heat_fuel_cogeneration 3.053620647361826e+19 0.052449599918922576 0.01686527253793949 -1740 GBM_3_AutoML_20190416_030706 front_door_structure_stairway 1.2584768198965985e+19 0.021615849947779514 0.006950619281596902 -1741 GBM_3_AutoML_20190416_030706 room_count 1.2323628689811046e+19 0.021167311495891798 0.006806390855707564 -1742 GBM_3_AutoML_20190416_030706 front_door_structure_corridor 7.883257028351623e+18 0.013540440183763412 0.004353955308254874 -1743 GBM_3_AutoML_20190416_030706 heat_type_central 5.399928103403258e+18 0.009275024677971658 0.002982402520360726 -1744 GBM_3_AutoML_20190416_030706 front_door_structure_mixed 4.1241389231715123e+18 0.007083703626293018 0.002277778904321452 -1745 XGBoost_grid_1_AutoML_20190416_030706_model_7 supply_area 1.1938348776341593e+21 1.0 0.29268449924777307 -1746 XGBoost_grid_1_AutoML_20190416_030706_model_7 city 7.964750345306102e+20 0.6671567814378122 0.19526644849488206 -1747 XGBoost_grid_1_AutoML_20190416_030706_model_7 exclusive_use_area 6.714655938176877e+20 0.5624442763377304 0.16461872137468472 -1748 XGBoost_grid_1_AutoML_20190416_030706_model_7 total_parking_capacity_in_site 2.3261262719573243e+20 0.1948448914951324 0.0570280794982395 -1749 XGBoost_grid_1_AutoML_20190416_030706_model_7 apartment_building_count_in_sites 2.2213984051381718e+20 0.1860725002054179 0.05446053654640389 -1750 XGBoost_grid_1_AutoML_20190416_030706_model_7 heat_fuel_cogeneration 2.0436627903128325e+20 0.1711847114370448 0.05010311154582599 -1751 XGBoost_grid_1_AutoML_20190416_030706_model_7 total_household_count_in_sites 1.643062853567995e+20 0.1376289874211145 0.04028187126532696 -1752 XGBoost_grid_1_AutoML_20190416_030706_model_7 total_household_count_of_area_type 1.128269222459086e+20 0.09450797958717659 0.02766102068039154 -1753 XGBoost_grid_1_AutoML_20190416_030706_model_7 bathroom_count 1.0026754396945121e+20 0.08398778243784678 0.024581922045752096 -1754 XGBoost_grid_1_AutoML_20190416_030706_model_7 heat_type_individual 8.335353669704745e+19 0.06981998788830028 0.02043522819257275 -1755 XGBoost_grid_1_AutoML_20190416_030706_model_7 floor 8.217581021011798e+19 0.06883348086878399 0.020146492879561207 -1756 XGBoost_grid_1_AutoML_20190416_030706_model_7 heat_type_district 7.838635657912753e+19 0.06565929514010091 0.019217457919042176 -1757 XGBoost_grid_1_AutoML_20190416_030706_model_7 room_count 5.376387999257225e+19 0.04503460319329667 0.013180930284452197 -1758 XGBoost_grid_1_AutoML_20190416_030706_model_7 front_door_structure_stairway 3.198694829479428e+19 0.026793444297911032 0.00784202582745719 -1759 XGBoost_grid_1_AutoML_20190416_030706_model_7 heat_fuel_gas 2.871083025453338e+19 0.024049247339322222 0.007038841914795364 -1760 XGBoost_grid_1_AutoML_20190416_030706_model_7 front_door_structure_corridor 1.130750842193209e+19 0.009471584918293181 0.0027721860888933994 -1761 XGBoost_grid_1_AutoML_20190416_030706_model_7 heat_type_central 8.660224171340464e+18 0.007254122268987954 0.0021231691437808586 -1762 XGBoost_grid_1_AutoML_20190416_030706_model_7 front_door_structure_mixed 2.2738193207378575e+18 0.0019046346888808609 0.0005574570501650327 -1763 GBM_3_AutoML_20190416_021340 supply_area 3.9495949487090486e+20 1.0 0.21856462602590887 -1764 GBM_3_AutoML_20190416_021340 city 3.359772931104891e+20 0.8506626564840669 0.18592476538864627 -1765 GBM_3_AutoML_20190416_021340 exclusive_use_area 3.2979508227513254e+20 0.8350098847045777 0.18250362317839333 -1766 GBM_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.1500419276341667e+20 0.29117971401347514 0.06364158529968629 -1767 GBM_3_AutoML_20190416_021340 apartment_building_count_in_sites 9.92769103811041e+19 0.2513597259221567 0.05493834449415114 -1768 GBM_3_AutoML_20190416_021340 heat_fuel_gas 8.790487272124947e+19 0.22256680460354994 0.04864523041395643 -1769 GBM_3_AutoML_20190416_021340 total_household_count_in_sites 8.35578963262324e+19 0.21156067245210514 0.046239679256284166 -1770 GBM_3_AutoML_20190416_021340 room_count 7.3197893149047914e+19 0.18533012650568922 0.04050660979105035 -1771 GBM_3_AutoML_20190416_021340 total_household_count_of_area_type 5.1183137086182e+19 0.1295908510894555 0.02832397590474609 -1772 GBM_3_AutoML_20190416_021340 floor 4.986117226587436e+19 0.12624376148286248 0.027592420516605876 -1773 GBM_3_AutoML_20190416_021340 bathroom_count 4.979736100904475e+19 0.12608219742969173 0.027557108329745384 -1774 GBM_3_AutoML_20190416_021340 heat_type_district 4.970477333389299e+19 0.12584777421325022 0.02750587170711205 -1775 GBM_3_AutoML_20190416_021340 heat_type_individual 2.531103035028721e+19 0.06408512943475454 0.01400674234872909 -1776 GBM_3_AutoML_20190416_021340 heat_fuel_cogeneration 2.1285553354255106e+19 0.05389300328433028 0.011779104108252728 -1777 GBM_3_AutoML_20190416_021340 front_door_structure_stairway 1.8540422464396067e+19 0.04694259210164355 0.010259990087382508 -1778 GBM_3_AutoML_20190416_021340 front_door_structure_corridor 1.299036924235953e+19 0.03289038347237485 0.0071886743634883435 -1779 GBM_3_AutoML_20190416_021340 heat_type_central 5.246283448049467e+18 0.013283092358025854 0.0029032141136995284 -1780 GBM_3_AutoML_20190416_021340 front_door_structure_mixed 3.4667274519068017e+18 0.008777425272533135 0.001918434672161566 -1781 XGBoost_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.413198389263844e+20 1.0 0.2019751738695601 -1782 XGBoost_grid_1_AutoML_20190416_015849_model_4 city 7.599362752225907e+20 0.9032667958862731 0.18243746814973047 -1783 XGBoost_grid_1_AutoML_20190416_015849_model_4 supply_area 6.49953587247599e+20 0.7725404265719094 0.1560339869781255 -1784 XGBoost_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 3.240229804808434e+20 0.38513650277679407 0.0777880121118573 -1785 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 2.820988835887212e+20 0.3353051604592019 0.06772331808310805 -1786 XGBoost_grid_1_AutoML_20190416_015849_model_4 room_count 2.6598546151882673e+20 0.3161526083329416 0.06385497803736082 -1787 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 2.360621030353215e+20 0.28058544695268617 0.05667129443353702 -1788 XGBoost_grid_1_AutoML_20190416_015849_model_4 bathroom_count 1.5358242299565834e+20 0.1825493895302008 0.03687044469014436 -1789 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 1.4964826483835955e+20 0.17787321529149605 0.03592597358523761 -1790 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_district 1.3035554772214612e+20 0.1549417257157444 0.03129438199108717 -1791 XGBoost_grid_1_AutoML_20190416_015849_model_4 floor 1.1623613836773504e+20 0.13815927426133798 0.02790474344062598 -1792 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 1.010476166830327e+20 0.12010606669156935 0.0242584437028187 -1793 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 9.417183391287502e+19 0.11193345212570825 0.022607778454910007 -1794 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 2.849239467748963e+19 0.03386630548716054 0.006840152939088887 -1795 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 1.5195562957166608e+19 0.018061576886808945 0.0036479901320716646 -1796 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.724092602774716e+18 0.010369531537384888 0.0020943879352091996 -1797 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_central 5.953183113046655e+18 0.007076004674564151 0.0014291772744469146 -1798 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 2.6754518143498977e+18 0.0031800650484648803 0.0006422941910802052 -1799 GBM_grid_1_AutoML_20190416_023844_model_62 supply_area 3.680065770009993e+20 1.0 0.2337824823316256 -1800 GBM_grid_1_AutoML_20190416_023844_model_62 city 2.213028218940099e+20 0.6013556162432635 0.14058640872941455 -1801 GBM_grid_1_AutoML_20190416_023844_model_62 exclusive_use_area 1.763063728545328e+20 0.47908484215501956 0.1120016436464555 -1802 GBM_grid_1_AutoML_20190416_023844_model_62 apartment_building_count_in_sites 1.3048098880473583e+20 0.35456156753519524 0.08289028339777026 -1803 GBM_grid_1_AutoML_20190416_023844_model_62 room_count 1.1621414813517952e+20 0.315793671630124 0.07382702845830864 -1804 GBM_grid_1_AutoML_20190416_023844_model_62 total_parking_capacity_in_site 1.1170097835860086e+20 0.303529842506857 0.0709599600429804 -1805 GBM_grid_1_AutoML_20190416_023844_model_62 total_household_count_in_sites 8.790027236459885e+19 0.2388551668856727 0.055840153832267266 -1806 GBM_grid_1_AutoML_20190416_023844_model_62 total_household_count_of_area_type 8.043792213125523e+19 0.21857740366155687 0.05109956800960051 -1807 GBM_grid_1_AutoML_20190416_023844_model_62 heat_fuel_cogeneration 7.630399590532907e+19 0.2073441092470526 0.04847342055661572 -1808 GBM_grid_1_AutoML_20190416_023844_model_62 floor 6.433806803484751e+19 0.17482858203013257 0.040871859889522626 -1809 GBM_grid_1_AutoML_20190416_023844_model_62 bathroom_count 5.812823746740119e+19 0.15795434402587688 0.036926958641433076 -1810 GBM_grid_1_AutoML_20190416_023844_model_62 heat_fuel_gas 2.8719709910439297e+19 0.07804129519772499 0.01824468771569932 -1811 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_individual 2.407719358596907e+19 0.06542598717170126 0.015295449689997413 -1812 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_stairway 1.0597182128946938e+19 0.028796175914318406 0.006732041486907526 -1813 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_corridor 6.204698596923671e+18 0.016860292681418088 0.003941641075899661 -1814 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_central 5.542086710537486e+18 0.015059749083023691 0.003520705523920701 -1815 GBM_grid_1_AutoML_20190416_023844_model_62 heat_type_district 4.707510655811322e+18 0.012791919900384115 0.0029905267880991192 -1816 GBM_grid_1_AutoML_20190416_023844_model_62 front_door_structure_mixed 3.1721776326744474e+18 0.008619893857673727 0.0020151801834820964 -1817 GBM_grid_1_AutoML_20190416_030706_model_42 supply_area 6.792865167830816e+20 1.0 0.2976867459725123 -1818 GBM_grid_1_AutoML_20190416_030706_model_42 city 4.279607822247411e+20 0.6300151285961753 0.1875471535452493 -1819 GBM_grid_1_AutoML_20190416_030706_model_42 exclusive_use_area 3.4651012192337396e+20 0.5101089354229388 0.15185266907755704 -1820 GBM_grid_1_AutoML_20190416_030706_model_42 apartment_building_count_in_sites 1.4838336906958e+20 0.2184400328925764 0.06502670258191963 -1821 GBM_grid_1_AutoML_20190416_030706_model_42 total_parking_capacity_in_site 1.2527673638768135e+20 0.1844239997298317 0.05490058035880909 -1822 GBM_grid_1_AutoML_20190416_030706_model_42 total_household_count_in_sites 8.877651276319215e+19 0.13069082128056045 0.03890492531548521 -1823 GBM_grid_1_AutoML_20190416_030706_model_42 floor 7.392363239603123e+19 0.10882540808569804 0.03239588161216218 -1824 GBM_grid_1_AutoML_20190416_030706_model_42 heat_type_district 6.650377169003138e+19 0.09790238735338863 0.029144243114170704 -1825 GBM_grid_1_AutoML_20190416_030706_model_42 bathroom_count 6.294023691222332e+19 0.09265639072344814 0.027582579448020953 -1826 GBM_grid_1_AutoML_20190416_030706_model_42 total_household_count_of_area_type 6.151844083416013e+19 0.09056331800238718 0.02695949944060448 -1827 GBM_grid_1_AutoML_20190416_030706_model_42 heat_fuel_gas 5.067346946624271e+19 0.07459807932920359 0.022206859491309953 -1828 GBM_grid_1_AutoML_20190416_030706_model_42 heat_type_individual 4.474959988294838e+19 0.06587735628092614 0.01961081582454075 -1829 GBM_grid_1_AutoML_20190416_030706_model_42 heat_fuel_cogeneration 3.55200090083269e+19 0.05229017230687887 0.015566091240376749 -1830 GBM_grid_1_AutoML_20190416_030706_model_42 room_count 3.3863783857082335e+19 0.04985198884478396 0.01484027633946172 -1831 GBM_grid_1_AutoML_20190416_030706_model_42 front_door_structure_stairway 2.121823685435615e+19 0.031236063619869883 0.00929856213598944 -1832 GBM_grid_1_AutoML_20190416_030706_model_42 front_door_structure_corridor 8.434241546483663e+18 0.01241632409609124 0.0036961751171054966 -1833 GBM_grid_1_AutoML_20190416_030706_model_42 heat_type_central 4.4278300820771963e+18 0.006518354144649021 0.0019404276344170057 -1834 GBM_grid_1_AutoML_20190416_030706_model_42 front_door_structure_mixed 1.916352697385091e+18 0.0028211257695212656 0.0008398117503079853 -1835 XGBoost_grid_1_AutoML_20190416_030706_model_22 supply_area 8.218244598269393e+20 1.0 0.25253452136504023 -1836 XGBoost_grid_1_AutoML_20190416_030706_model_22 exclusive_use_area 6.377698725119341e+20 0.7760414829296227 0.1959772644510483 -1837 XGBoost_grid_1_AutoML_20190416_030706_model_22 city 6.134564862361327e+20 0.7464568362510348 0.18850611986231727 -1838 XGBoost_grid_1_AutoML_20190416_030706_model_22 total_parking_capacity_in_site 2.1274390672405273e+20 0.25886782046965673 0.06537306113911592 -1839 XGBoost_grid_1_AutoML_20190416_030706_model_22 apartment_building_count_in_sites 1.861062408280631e+20 0.22645497904413012 0.05718769974363961 -1840 XGBoost_grid_1_AutoML_20190416_030706_model_22 heat_fuel_cogeneration 1.3926956996350286e+20 0.16946389012664628 0.04279548238179038 -1841 XGBoost_grid_1_AutoML_20190416_030706_model_22 total_household_count_in_sites 1.2120691608770105e+20 0.1474851650353957 0.03724509556065761 -1842 XGBoost_grid_1_AutoML_20190416_030706_model_22 bathroom_count 8.380425729959841e+19 0.10197342789875834 0.025751810806365374 -1843 XGBoost_grid_1_AutoML_20190416_030706_model_22 heat_type_individual 7.560585879824944e+19 0.0919975767260208 0.023232564005249225 -1844 XGBoost_grid_1_AutoML_20190416_030706_model_22 floor 7.201473507467723e+19 0.08762787991226517 0.022129064711877106 -1845 XGBoost_grid_1_AutoML_20190416_030706_model_22 total_household_count_of_area_type 6.966301604230621e+19 0.08476629675511961 0.021406416178941092 -1846 XGBoost_grid_1_AutoML_20190416_030706_model_22 room_count 6.575596744370186e+19 0.0800121810167938 0.02020583783644898 -1847 XGBoost_grid_1_AutoML_20190416_030706_model_22 heat_type_district 4.819879424756076e+19 0.058648527275168366 0.014810777764199149 -1848 XGBoost_grid_1_AutoML_20190416_030706_model_22 front_door_structure_stairway 3.643941623342668e+19 0.04433965891097977 0.011197294540573416 -1849 XGBoost_grid_1_AutoML_20190416_030706_model_22 heat_fuel_gas 3.217383668421388e+19 0.03914928096809029 0.00988654493106216 -1850 XGBoost_grid_1_AutoML_20190416_030706_model_22 front_door_structure_corridor 1.519072730502765e+19 0.018484150871131932 0.004667886193080494 -1851 XGBoost_grid_1_AutoML_20190416_030706_model_22 front_door_structure_mixed 1.1888490366048928e+19 0.014465972901989824 0.0036531575428836414 -1852 XGBoost_grid_1_AutoML_20190416_030706_model_22 heat_type_central 1.1192861244992258e+19 0.013619528004008622 0.0034394009857100787 -1853 XGBoost_grid_1_AutoML_20190416_023844_model_8 exclusive_use_area 7.027933365131186e+20 1.0 0.21600079388822852 -1854 XGBoost_grid_1_AutoML_20190416_023844_model_8 supply_area 6.270605237042796e+20 0.8922402805004038 0.19272460892714294 -1855 XGBoost_grid_1_AutoML_20190416_023844_model_8 city 4.470308526343764e+20 0.6360772497535369 0.13739319092100497 -1856 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_parking_capacity_in_site 2.539890507879767e+20 0.36139934400649465 0.07806254521608785 -1857 XGBoost_grid_1_AutoML_20190416_023844_model_8 floor 2.4111927598095165e+20 0.343087026375713 0.0741070700699056 -1858 XGBoost_grid_1_AutoML_20190416_023844_model_8 apartment_building_count_in_sites 2.275836193399594e+20 0.32382722987828333 0.06994693873633508 -1859 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_household_count_in_sites 1.546007642770254e+20 0.21998040710526795 0.047515942574593587 -1860 XGBoost_grid_1_AutoML_20190416_023844_model_8 total_household_count_of_area_type 1.3787349805948312e+20 0.19617929040639037 0.04237488247220965 -1861 XGBoost_grid_1_AutoML_20190416_023844_model_8 room_count 9.720882576628069e+19 0.13831779659235025 0.029876753872818164 -1862 XGBoost_grid_1_AutoML_20190416_023844_model_8 bathroom_count 8.241218761790377e+19 0.11726375783069969 0.025329064785748107 -1863 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_fuel_cogeneration 7.433636267281927e+19 0.1057727198178005 0.022846991452362072 -1864 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_individual 6.7212292584923726e+19 0.09563592750949357 0.020657436266287684 -1865 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_district 4.578498359454597e+19 0.06514715097002251 0.01407183632908114 -1866 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_fuel_gas 4.025705254646029e+19 0.05728149436674238 0.012372848258320445 -1867 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_stairway 1.7663390417430774e+19 0.025133121644361326 0.005428774228071466 -1868 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_mixed 1.4328374837804794e+19 0.020387749987634287 0.004403770182923728 -1869 XGBoost_grid_1_AutoML_20190416_023844_model_8 front_door_structure_corridor 1.2110903976161968e+19 0.017232525334189622 0.003722239152883969 -1870 XGBoost_grid_1_AutoML_20190416_023844_model_8 heat_type_central 1.0295600383099142e+19 0.014649541832852823 0.003164312665995024 -1871 XGBoost_grid_1_AutoML_20190416_030706_model_19 supply_area 1.1609910403454206e+21 1.0 0.2656461217066193 -1872 XGBoost_grid_1_AutoML_20190416_030706_model_19 exclusive_use_area 9.155887003813512e+20 0.7886268442768889 0.2094956626558855 -1873 XGBoost_grid_1_AutoML_20190416_030706_model_19 city 8.787495369044373e+20 0.7568960537740151 0.20106650122011188 -1874 XGBoost_grid_1_AutoML_20190416_030706_model_19 total_parking_capacity_in_site 2.9626275719335956e+20 0.25518091604325804 0.06778782068043392 -1875 XGBoost_grid_1_AutoML_20190416_030706_model_19 heat_type_district 2.4804579461566143e+20 0.2136500506858884 0.05675530736712889 -1876 XGBoost_grid_1_AutoML_20190416_030706_model_19 apartment_building_count_in_sites 2.4103265205686895e+20 0.20760939893658126 0.05515063165734514 -1877 XGBoost_grid_1_AutoML_20190416_030706_model_19 total_household_count_in_sites 1.4382667622472745e+20 0.1238826754269661 0.03290895227381345 -1878 XGBoost_grid_1_AutoML_20190416_030706_model_19 total_household_count_of_area_type 1.4071601709226079e+20 0.12120336178511305 0.032197202996019546 -1879 XGBoost_grid_1_AutoML_20190416_030706_model_19 floor 1.3601348502510004e+20 0.1171529153098658 0.031121217598689868 -1880 XGBoost_grid_1_AutoML_20190416_030706_model_19 heat_type_individual 7.521147717150573e+19 0.06478213401985311 0.017209122658252418 -1881 XGBoost_grid_1_AutoML_20190416_030706_model_19 bathroom_count 2.727315942758836e+19 0.023491274678118092 0.006240366012186982 -1882 XGBoost_grid_1_AutoML_20190416_030706_model_19 front_door_structure_stairway 2.452412747047397e+19 0.021123442488563477 0.005611360574179706 -1883 XGBoost_grid_1_AutoML_20190416_030706_model_19 room_count 2.399527996969976e+19 0.020667928636693554 0.005490355086046817 -1884 XGBoost_grid_1_AutoML_20190416_030706_model_19 heat_fuel_cogeneration 2.3084536896226853e+19 0.01988347549121369 0.005281968150289533 -1885 XGBoost_grid_1_AutoML_20190416_030706_model_19 heat_type_central 1.1906448689465393e+19 0.010255418238131244 0.002724312081438895 -1886 XGBoost_grid_1_AutoML_20190416_030706_model_19 front_door_structure_corridor 1.1680226371073737e+19 0.010060565469651351 0.002672550199188414 -1887 XGBoost_grid_1_AutoML_20190416_030706_model_19 front_door_structure_mixed 1.154035859641598e+19 0.00994009272714324 0.0026405470823697742 -1888 GBM_3_AutoML_20190416_023844 supply_area 5.1228561869767285e+20 1.0 0.2813816706936355 -1889 GBM_3_AutoML_20190416_023844 city 3.424925592120386e+20 0.6685578253840496 0.1881199178618677 -1890 GBM_3_AutoML_20190416_023844 exclusive_use_area 3.2797724650679094e+20 0.6402234115815534 0.18014713316799655 -1891 GBM_3_AutoML_20190416_023844 apartment_building_count_in_sites 1.0239290874203524e+20 0.1998746500093784 0.05624106294894457 -1892 GBM_3_AutoML_20190416_023844 heat_type_district 8.639361597910391e+19 0.16864345362404054 0.04745317673227717 -1893 GBM_3_AutoML_20190416_023844 total_household_count_in_sites 8.332764099919007e+19 0.1626585599084837 0.04576913733966995 -1894 GBM_3_AutoML_20190416_023844 total_parking_capacity_in_site 7.366944289987546e+19 0.14380540895752092 0.04046420622724873 -1895 GBM_3_AutoML_20190416_023844 bathroom_count 5.4895726058297885e+19 0.10715843672881785 0.030152419955673002 -1896 GBM_3_AutoML_20190416_023844 floor 4.814107428514903e+19 0.09397311290434575 0.026442311509306447 -1897 GBM_3_AutoML_20190416_023844 total_household_count_of_area_type 4.320770634880647e+19 0.08434300080226466 0.023732574477055873 -1898 GBM_3_AutoML_20190416_023844 heat_type_individual 4.235454250025694e+19 0.08267759420600214 0.023263959586615323 -1899 GBM_3_AutoML_20190416_023844 heat_fuel_gas 3.656355769327236e+19 0.07137338304796424 0.020083161765092984 -1900 GBM_3_AutoML_20190416_023844 front_door_structure_stairway 2.231667975682995e+19 0.04356296359355779 0.01225781947632131 -1901 GBM_3_AutoML_20190416_023844 room_count 1.577091760077249e+19 0.030785399833915213 0.008662447238238632 -1902 GBM_3_AutoML_20190416_023844 heat_fuel_cogeneration 1.402049398984147e+19 0.027368509827553275 0.0077009970196721235 -1903 GBM_3_AutoML_20190416_023844 front_door_structure_corridor 6.761992112775889e+18 0.013199652432106438 0.003714140253921419 -1904 GBM_3_AutoML_20190416_023844 front_door_structure_mixed 5.052128386281898e+18 0.009861936782698226 0.0027749682481906434 -1905 GBM_3_AutoML_20190416_023844 heat_type_central 2.983785661103866e+18 0.005824457201607991 0.0016388954982720335 -1906 XRT_1_AutoML_20190416_015849 supply_area 1.3856047644295477e+21 1.0 0.24183329156384445 -1907 XRT_1_AutoML_20190416_015849 city 1.0793112242286389e+21 0.7789459533743668 0.18837506385486003 -1908 XRT_1_AutoML_20190416_015849 exclusive_use_area 8.787476369483445e+20 0.6341979036930666 0.1533701665529843 -1909 XRT_1_AutoML_20190416_015849 apartment_building_count_in_sites 3.428062278892105e+20 0.2474054915871652 0.05983088438149519 -1910 XRT_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.9779581065401414e+20 0.21492117976125494 0.051975096328448996 -1911 XRT_1_AutoML_20190416_015849 floor 2.7349641016611806e+20 0.19738414386783398 0.04773405721406972 -1912 XRT_1_AutoML_20190416_015849 total_household_count_in_sites 2.5591331928188702e+20 0.18469431244143153 0.04466523351083249 -1913 XRT_1_AutoML_20190416_015849 bathroom_count 2.3628724783231795e+20 0.17053004860992751 0.04123984296588117 -1914 XRT_1_AutoML_20190416_015849 total_household_count_of_area_type 1.8613252355401345e+20 0.1343330568227687 0.032486205297283105 -1915 XRT_1_AutoML_20190416_015849 room_count 1.4047756380652175e+20 0.10138357445989025 0.024517923522143374 -1916 XRT_1_AutoML_20190416_015849 heat_type_district 1.4009579577717188e+20 0.1011080499819508 0.024451292530736867 -1917 XRT_1_AutoML_20190416_015849 heat_fuel_gas 1.1994803684654868e+20 0.08656728089119352 0.02093485047964922 -1918 XRT_1_AutoML_20190416_015849 heat_type_individual 1.1448061412236277e+20 0.08262140623447865 0.019980606623317514 -1919 XRT_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1392588851591722e+20 0.08222105714454613 0.01988378888512454 -1920 XRT_1_AutoML_20190416_015849 front_door_structure_stairway 7.2665865860646175e+19 0.052443429559483834 0.012682567191266592 -1921 XRT_1_AutoML_20190416_015849 front_door_structure_mixed 4.138696347172104e+19 0.029869241600623403 0.007223377012794472 -1922 XRT_1_AutoML_20190416_015849 front_door_structure_corridor 3.109235045006364e+19 0.02243955220727343 0.005426630771503665 -1923 XRT_1_AutoML_20190416_015849 heat_type_central 1.9418263751919403e+19 0.014014287660099007 0.0033891213137643107 -1924 GBM_grid_1_AutoML_20190416_023844_model_23 supply_area 7.231201223250228e+20 1.0 0.3875933972730912 -1925 GBM_grid_1_AutoML_20190416_023844_model_23 city 2.6837226376821683e+20 0.3711309580285622 0.14384790885550747 -1926 GBM_grid_1_AutoML_20190416_023844_model_23 exclusive_use_area 2.2051061057205777e+20 0.3049432642851339 0.11819399577982115 -1927 GBM_grid_1_AutoML_20190416_023844_model_23 apartment_building_count_in_sites 1.0475100933989387e+20 0.1448597627225358 0.05614668756180155 -1928 GBM_grid_1_AutoML_20190416_023844_model_23 total_parking_capacity_in_site 9.804727814925058e+19 0.13558919897568691 0.05255347826452363 -1929 GBM_grid_1_AutoML_20190416_023844_model_23 floor 8.600475829877814e+19 0.11893564519024868 0.04609867077615548 -1930 GBM_grid_1_AutoML_20190416_023844_model_23 total_household_count_in_sites 8.188385908661787e+19 0.1132368697241332 0.043889863032947236 -1931 GBM_grid_1_AutoML_20190416_023844_model_23 total_household_count_of_area_type 6.598923103455779e+19 0.09125625051393249 0.03537032015909937 -1932 GBM_grid_1_AutoML_20190416_023844_model_23 heat_fuel_cogeneration 6.213374953129614e+19 0.08592452016342689 0.033303776679202854 -1933 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_individual 4.799008934842283e+19 0.0663653075980267 0.02572275503299286 -1934 GBM_grid_1_AutoML_20190416_023844_model_23 bathroom_count 3.7078104945815716e+19 0.05127516687905155 0.019873916126396277 -1935 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_district 3.1342966533429133e+19 0.04334406631176739 0.016799873913408068 -1936 GBM_grid_1_AutoML_20190416_023844_model_23 room_count 1.2879538470279709e+19 0.017811063573875636 0.0069034506396454635 -1937 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_stairway 1.1915088651836457e+19 0.016477329677296617 0.006386504187612123 -1938 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_corridor 8.395983489639383e+18 0.011610772858379423 0.00450025889714548 -1939 GBM_grid_1_AutoML_20190416_023844_model_23 heat_type_central 3.039737883696038e+18 0.004203641677018301 0.0016293037585142778 -1940 GBM_grid_1_AutoML_20190416_023844_model_23 front_door_structure_mixed 2.2123805351230833e+18 0.0030594924229320206 0.001185839062135503 -1941 GBM_grid_1_AutoML_20190416_023844_model_23 heat_fuel_gas 0.0 0.0 0.0 -1942 XGBoost_grid_1_AutoML_20190416_020809_model_2 supply_area 8.618346500227313e+20 1.0 0.23948476962851303 -1943 XGBoost_grid_1_AutoML_20190416_020809_model_2 city 7.929333052674041e+20 0.9200527099328045 0.2203386112843468 -1944 XGBoost_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 6.259336386350185e+20 0.7262804281755314 0.17393310102731493 -1945 XGBoost_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 2.0722319726833828e+20 0.24044426301828623 0.05758273893743188 -1946 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 1.7653533515590087e+20 0.20483666460990477 0.04905526143557603 -1947 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 1.594452652855646e+20 0.1850067936829404 0.04430630936486882 -1948 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 1.49646857463476e+20 0.1736375503810725 0.041583548751870474 -1949 XGBoost_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.393663885593983e+20 0.16170896419135902 0.03872683403623308 -1950 XGBoost_grid_1_AutoML_20190416_020809_model_2 room_count 1.3442092599515021e+20 0.1559706679136245 0.03735259947409967 -1951 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 8.416441332839272e+19 0.09765726328846587 0.023387427201189293 -1952 XGBoost_grid_1_AutoML_20190416_020809_model_2 floor 6.99349604522273e+19 0.08114661025799175 0.019433377263769886 -1953 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_district 6.962890039551957e+19 0.08079148406679063 0.019348329949681036 -1954 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 6.635766858493251e+19 0.07699582348328915 0.01843932704925316 -1955 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 2.3231194155186127e+19 0.026955511889169684 0.006455434554996446 -1956 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 1.7902913527983636e+19 0.02077302592499784 0.004974823328135236 -1957 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.363238177839933e+19 0.015817862252393507 0.003788137097530011 -1958 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_central 3.8205604642076754e+18 0.004433055069330186 0.0010616491720290514 -1959 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.690824086417834e+18 0.0031222045740988275 0.0007477204431611473 -1960 GBM_grid_1_AutoML_20190416_030706_model_11 supply_area 1.1657806185491291e+21 1.0 0.3868613898188734 -1961 GBM_grid_1_AutoML_20190416_030706_model_11 city 4.985827835127005e+20 0.4276814827589183 0.1654534528199117 -1962 GBM_grid_1_AutoML_20190416_030706_model_11 exclusive_use_area 3.589076872725948e+20 0.3078689777149263 0.11910262060091215 -1963 GBM_grid_1_AutoML_20190416_030706_model_11 apartment_building_count_in_sites 1.751628983538318e+20 0.1502537403408118 0.05812737081373058 -1964 GBM_grid_1_AutoML_20190416_030706_model_11 total_parking_capacity_in_site 1.6146152332030116e+20 0.1385007785780895 0.05358060369171576 -1965 GBM_grid_1_AutoML_20190416_030706_model_11 heat_fuel_cogeneration 9.988207278493899e+19 0.08567827530813396 0.03314561666298877 -1966 GBM_grid_1_AutoML_20190416_030706_model_11 total_household_count_in_sites 9.879206093762698e+19 0.08474326933019226 0.03278389895087329 -1967 GBM_grid_1_AutoML_20190416_030706_model_11 floor 9.64558450192076e+19 0.08273927657096547 0.032008631526851856 -1968 GBM_grid_1_AutoML_20190416_030706_model_11 heat_type_district 7.945853874588353e+19 0.06815908369172714 0.02636811784576247 -1969 GBM_grid_1_AutoML_20190416_030706_model_11 heat_type_individual 7.653784003832447e+19 0.06565372491230773 0.02539889126636136 -1970 GBM_grid_1_AutoML_20190416_030706_model_11 total_household_count_of_area_type 7.599810297438876e+19 0.06519074152130966 0.025219780868256794 -1971 GBM_grid_1_AutoML_20190416_030706_model_11 bathroom_count 6.569859492696451e+19 0.0563558819572156 0.0218019148184368 -1972 GBM_grid_1_AutoML_20190416_030706_model_11 front_door_structure_stairway 2.4961042605026574e+19 0.021411440718659237 0.00828325971444493 -1973 GBM_grid_1_AutoML_20190416_030706_model_11 room_count 1.8504714724772413e+19 0.01587323929591696 0.00614074341494599 -1974 GBM_grid_1_AutoML_20190416_030706_model_11 front_door_structure_corridor 9.635361242805699e+18 0.008265158203434 0.0031974705896533405 -1975 GBM_grid_1_AutoML_20190416_030706_model_11 heat_type_central 5.03191441476105e+18 0.004316347634105903 0.001669828244671616 -1976 GBM_grid_1_AutoML_20190416_030706_model_11 front_door_structure_mixed 2.5807286127390884e+18 0.0022137343610592283 0.0008564083516091689 -1977 GBM_grid_1_AutoML_20190416_030706_model_11 heat_fuel_gas 0.0 0.0 0.0 -1978 DRF_1_AutoML_20190416_030706 supply_area 8.967106662745768e+20 1.0 0.2106666307063032 -1979 DRF_1_AutoML_20190416_030706 exclusive_use_area 7.410063793513573e+20 0.8263606168864928 0.17408660690785968 -1980 DRF_1_AutoML_20190416_030706 city 6.988932192358158e+20 0.7793965718500906 0.16419284977570173 -1981 DRF_1_AutoML_20190416_030706 apartment_building_count_in_sites 3.62109254026446e+20 0.4038195012565698 0.08507129374322132 -1982 DRF_1_AutoML_20190416_030706 room_count 2.3177886313034337e+20 0.25847675493063854 0.05445242707713646 -1983 DRF_1_AutoML_20190416_030706 total_parking_capacity_in_site 2.2007464101750505e+20 0.24542435960064427 0.05170272293031988 -1984 DRF_1_AutoML_20190416_030706 floor 2.0638076025522933e+20 0.2301531229829652 0.04848558296535471 -1985 DRF_1_AutoML_20190416_030706 total_household_count_in_sites 1.9574141075584555e+20 0.21828825965577248 0.045986052184424246 -1986 DRF_1_AutoML_20190416_030706 total_household_count_of_area_type 1.4924934442761637e+20 0.16644091571663713 0.03506354692569573 -1987 DRF_1_AutoML_20190416_030706 heat_fuel_gas 1.4065476989654716e+20 0.1568563586746475 0.033044400586847406 -1988 DRF_1_AutoML_20190416_030706 bathroom_count 1.0408470529346162e+20 0.11607390121262416 0.024452897681399813 -1989 DRF_1_AutoML_20190416_030706 heat_fuel_cogeneration 1.0114857823874161e+20 0.11279957074556474 0.023763105514085406 -1990 DRF_1_AutoML_20190416_030706 heat_type_individual 5.139079085220377e+19 0.05731033741988264 0.012073375688888046 -1991 DRF_1_AutoML_20190416_030706 front_door_structure_stairway 5.091889805374836e+19 0.05678408874658882 0.011962512653971575 -1992 DRF_1_AutoML_20190416_030706 heat_type_district 4.772923241375623e+19 0.05322701536723031 0.011213155989967033 -1993 DRF_1_AutoML_20190416_030706 front_door_structure_mixed 2.708376415165743e+19 0.030203459343444747 0.006362861015558318 -1994 DRF_1_AutoML_20190416_030706 heat_type_central 1.7288321712428941e+19 0.019279710125735452 0.004061591573182885 -1995 DRF_1_AutoML_20190416_030706 front_door_structure_corridor 1.4295100317413409e+19 0.01594170879755788 0.0033583860800825505 -1996 GBM_3_AutoML_20190416_015849 supply_area 4.7151231465564615e+20 1.0 0.2628691120651018 -1997 GBM_3_AutoML_20190416_015849 city 3.4413158800142474e+20 0.7298464479188633 0.19185408770830012 -1998 GBM_3_AutoML_20190416_015849 exclusive_use_area 3.3681964216266785e+20 0.7143390144723012 0.18777766244779368 -1999 GBM_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.0320214930007838e+20 0.21887476974052894 0.05753541637514644 -2000 GBM_3_AutoML_20190416_015849 apartment_building_count_in_sites 9.258548492459888e+19 0.19635857229352685 0.051616603545170496 -2001 GBM_3_AutoML_20190416_015849 total_household_count_in_sites 8.674992811524751e+19 0.18398231693821726 0.0483632682892293 -2002 GBM_3_AutoML_20190416_015849 floor 5.589223543678383e+19 0.11853823049691274 0.031160039396491816 -2003 GBM_3_AutoML_20190416_015849 bathroom_count 5.327604427551408e+19 0.11298971971585202 0.02970150729419074 -2004 GBM_3_AutoML_20190416_015849 heat_type_individual 4.466693420072567e+19 0.09473121446116783 0.024901910230255918 -2005 GBM_3_AutoML_20190416_015849 heat_type_district 4.120463805555671e+19 0.08738825429331404 0.022971672811002777 -2006 GBM_3_AutoML_20190416_015849 heat_fuel_gas 4.120133512262687e+19 0.08738124931629186 0.022969831418912918 -2007 GBM_3_AutoML_20190416_015849 total_household_count_of_area_type 3.920547522760881e+19 0.0831483590332975 0.021857135308753196 -2008 GBM_3_AutoML_20190416_015849 room_count 2.903770186733165e+19 0.061584185534026614 0.01618858016858206 -2009 GBM_3_AutoML_20190416_015849 heat_fuel_cogeneration 2.582063199952883e+19 0.054761309931822454 0.014395056917300005 -2010 GBM_3_AutoML_20190416_015849 front_door_structure_stairway 1.091785359567618e+19 0.023154970201891088 0.006086726456865 -2011 GBM_3_AutoML_20190416_015849 heat_type_central 8.196000466488787e+18 0.017382367780732242 0.004569287584110118 -2012 GBM_3_AutoML_20190416_015849 front_door_structure_mixed 4.699382516102988e+18 0.009966616713998299 0.0026199156859019346 -2013 GBM_3_AutoML_20190416_015849 front_door_structure_corridor 4.5958324351443927e+18 0.009747004038485848 0.0025621862968917357 -2014 GBM_grid_1_AutoML_20190416_021340_model_12 supply_area 5.854372144907077e+21 1.0 0.34272268271486 -2015 GBM_grid_1_AutoML_20190416_021340_model_12 city 2.8581802301131074e+21 0.48821293887159845 0.16732164814618017 -2016 GBM_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 2.3299002532606887e+21 0.3979761100919337 0.13639544010713198 -2017 GBM_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 9.755632773565325e+20 0.1666384119781673 0.05711076359650156 -2018 GBM_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 9.082557142880852e+20 0.155141438194736 0.05317048989834156 -2019 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 7.258353706878621e+20 0.12398176144632209 0.0424913618905973 -2020 GBM_grid_1_AutoML_20190416_021340_model_12 floor 7.182010656320274e+20 0.12267772663834083 0.04204443958285241 -2021 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 6.141256226245181e+20 0.10490033899856666 0.03595172559928701 -2022 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 3.6215791401304483e+20 0.06186110227517714 0.021201202927447038 -2023 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_gas 3.3506267535803993e+20 0.05723289655399216 0.01961501184652626 -2024 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_district 3.22875794028887e+20 0.055151224766223306 0.018901575706890276 -2025 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 3.204732643651732e+20 0.05474084264423882 0.01876092844510554 -2026 GBM_grid_1_AutoML_20190416_021340_model_12 bathroom_count 3.018643907048783e+20 0.05156221422778542 0.017671540386864942 -2027 GBM_grid_1_AutoML_20190416_021340_model_12 room_count 2.028574851951839e+20 0.03465059619956971 0.011875545287185863 -2028 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.1024548005012308e+20 0.01883130715324093 0.006453916106586265 -2029 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 8.422365501489729e+19 0.014386453906618558 0.00493056407762999 -2030 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_central 2.958791727708006e+19 0.005053986413012645 0.001732115781872146 -2031 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 2.8168955739993276e+19 0.004811610031401649 0.0016490478981397048 -2032 GBM_grid_1_AutoML_20190416_023844_model_46 exclusive_use_area 5.494832405574278e+20 1.0 0.17812151042913002 -2033 GBM_grid_1_AutoML_20190416_023844_model_46 supply_area 4.2535421838728416e+20 0.7740986202887281 0.13788361546693384 -2034 GBM_grid_1_AutoML_20190416_023844_model_46 city 3.138443879261489e+20 0.571162803087073 0.10173638118680521 -2035 GBM_grid_1_AutoML_20190416_023844_model_46 total_household_count_in_sites 2.4199753068484703e+20 0.4404093024554318 0.07844637016040107 -2036 GBM_grid_1_AutoML_20190416_023844_model_46 apartment_building_count_in_sites 2.2859149327063004e+20 0.4160117659616579 0.07410064410938025 -2037 GBM_grid_1_AutoML_20190416_023844_model_46 total_parking_capacity_in_site 2.087990349254529e+20 0.3799916348925128 0.06768468395748888 -2038 GBM_grid_1_AutoML_20190416_023844_model_46 total_household_count_of_area_type 1.9129333206763124e+20 0.3481331512014309 0.062010002722451565 -2039 GBM_grid_1_AutoML_20190416_023844_model_46 floor 1.8958129570616076e+20 0.34501743040213284 0.06145502582760514 -2040 GBM_grid_1_AutoML_20190416_023844_model_46 bathroom_count 1.8368432457532834e+20 0.3342855814655753 0.059543452685328256 -2041 GBM_grid_1_AutoML_20190416_023844_model_46 heat_fuel_gas 1.1039723024694221e+20 0.2009110052837077 0.03578657172296894 -2042 GBM_grid_1_AutoML_20190416_023844_model_46 room_count 1.0985598025500669e+20 0.19992598890470686 0.035611119117743874 -2043 GBM_grid_1_AutoML_20190416_023844_model_46 heat_fuel_cogeneration 9.036240435463114e+19 0.16444979152223504 0.029292045255696047 -2044 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_district 7.945152825974483e+19 0.14459317845462322 0.02575515534408623 -2045 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_corridor 4.428940149016599e+19 0.08060191507430917 0.014356934856516412 -2046 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_stairway 3.8620284352980845e+19 0.07028473573425494 0.012519223289097737 -2047 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_individual 3.803314954179497e+19 0.06921621395260741 0.012328896575424256 -2048 GBM_grid_1_AutoML_20190416_023844_model_46 heat_type_central 2.525921256629338e+19 0.0459690318137255 0.008188073379625516 -2049 GBM_grid_1_AutoML_20190416_023844_model_46 front_door_structure_mixed 1.5980577975514956e+19 0.029082921545165466 0.005180293913316761 -2050 XGBoost_grid_1_AutoML_20190416_015849_model_1 supply_area 6.938442618410684e+20 1.0 0.24419937973032768 -2051 XGBoost_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 4.4443315525868585e+20 0.6405373362595993 0.15641882020871048 -2052 XGBoost_grid_1_AutoML_20190416_015849_model_1 city 4.3576685738511355e+20 0.6280470724494225 0.15336870553359716 -2053 XGBoost_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 2.434514017161157e+20 0.3508732652340945 0.08568303373412063 -2054 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.9192139070160293e+20 0.2766058628089719 0.06754698012772305 -2055 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.6302100024439446e+20 0.2349533017853738 0.057375450561580776 -2056 XGBoost_grid_1_AutoML_20190416_015849_model_1 room_count 1.1941409640791461e+20 0.17210504283923522 0.042027944709802714 -2057 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 1.0909358768839983e+20 0.15723065490075172 0.038395628401356775 -2058 XGBoost_grid_1_AutoML_20190416_015849_model_1 floor 9.076370850658333e+19 0.1308127969030803 0.031944403864521534 -2059 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 8.649875567899836e+19 0.12466595234135082 0.03044334823524846 -2060 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 8.110919597024503e+19 0.1168982730433301 0.028546485768727696 -2061 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_district 6.583434063252973e+19 0.0948834547652564 0.02317048080034622 -2062 XGBoost_grid_1_AutoML_20190416_015849_model_1 bathroom_count 4.9632174780134195e+19 0.07153215427398449 0.017468107704481123 -2063 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 2.648870845870506e+19 0.03817673491803345 0.009322734987112911 -2064 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 1.590147910901275e+19 0.02291793704082709 0.005596546010068677 -2065 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 1.4567769305497207e+19 0.020995733634580512 0.00512714513054774 -2066 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 4.833372301598654e+18 0.006966076636237693 0.0017011115937231721 -2067 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_central 4.72705447499504e+18 0.0068128465348291905 0.0016636928980032007 -2068 XGBoost_grid_1_AutoML_20190416_023844_model_5 supply_area 8.766150417872962e+20 1.0 0.250813232353097 -2069 XGBoost_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 6.730386870937793e+20 0.7677699503325279 0.19256686294647807 -2070 XGBoost_grid_1_AutoML_20190416_023844_model_5 city 6.498400120944963e+20 0.7413060250136284 0.1859293602964939 -2071 XGBoost_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 2.5387730522222258e+20 0.28961093880456584 0.07263825568638813 -2072 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 2.1706873455683987e+20 0.24762150340731878 0.062106749669723044 -2073 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 1.7328890832763643e+20 0.197679597163111 0.04958065873473797 -2074 XGBoost_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 1.260653061271223e+20 0.14380919801477815 0.03606924979619308 -2075 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_district 1.057816915397711e+20 0.12067063248663511 0.030265791384065585 -2076 XGBoost_grid_1_AutoML_20190416_023844_model_5 floor 9.574845442226861e+19 0.10922520132332068 0.027395125798319826 -2077 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 9.22669256197066e+19 0.10525364181703654 0.02639900612106603 -2078 XGBoost_grid_1_AutoML_20190416_023844_model_5 room_count 7.155409247919722e+19 0.08162544454326082 0.02047274158815371 -2079 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 5.1981985060319396e+19 0.05929853194662888 0.014872856471327373 -2080 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 3.825863298837276e+19 0.04364359629326999 0.01094639145782869 -2081 XGBoost_grid_1_AutoML_20190416_023844_model_5 bathroom_count 2.458933070902434e+19 0.02805031802658795 0.007035390932780868 -2082 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 1.8326290375863435e+19 0.0209057448278536 0.005243437435023 -2083 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 1.4851693994114548e+19 0.01694209349161293 0.004249301231459806 -2084 XGBoost_grid_1_AutoML_20190416_023844_model_5 heat_type_central 8.297275383011607e+18 0.009465130059934422 0.002373979864974615 -2085 XGBoost_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 3.6405154351593554e+18 0.00415292375971196 0.001041608231889333 -2086 GBM_2_AutoML_20190416_015849 supply_area 4.6790598688528505e+20 1.0 0.26077123751780273 -2087 GBM_2_AutoML_20190416_015849 city 3.45876803225775e+20 0.7392014911546162 0.19276248762339437 -2088 GBM_2_AutoML_20190416_015849 exclusive_use_area 2.912707281126519e+20 0.6224983998421498 0.1623296780796894 -2089 GBM_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.0844859657536039e+20 0.23177432991886115 0.06044007883780091 -2090 GBM_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.0790844609505264e+20 0.23061993032696157 0.060139044627631214 -2091 GBM_2_AutoML_20190416_015849 heat_fuel_gas 9.913399146167927e+19 0.2118673285665473 0.05524890545988946 -2092 GBM_2_AutoML_20190416_015849 total_household_count_in_sites 7.387021372310736e+19 0.15787405118459805 0.041169011699356564 -2093 GBM_2_AutoML_20190416_015849 bathroom_count 6.616611166914137e+19 0.1414089871121121 0.03687539656536449 -2094 GBM_2_AutoML_20190416_015849 room_count 5.439700957417125e+19 0.11625628031878033 0.030316294087944916 -2095 GBM_2_AutoML_20190416_015849 floor 3.826597772604631e+19 0.08178133812899438 0.02132622074975973 -2096 GBM_2_AutoML_20190416_015849 heat_type_individual 3.31444921462843e+19 0.07083579410239567 0.01847193768863799 -2097 GBM_2_AutoML_20190416_015849 total_household_count_of_area_type 3.0238520297467675e+19 0.06462520494502916 0.01685239466835688 -2098 GBM_2_AutoML_20190416_015849 heat_fuel_cogeneration 2.8240811023891694e+19 0.060355737723901785 0.0157390404175618 -2099 GBM_2_AutoML_20190416_015849 heat_type_district 1.9338903201649787e+19 0.041330745371272716 0.010777869617999983 -2100 GBM_2_AutoML_20190416_015849 front_door_structure_stairway 1.6958245023235703e+19 0.03624284685075701 0.009451092024440104 -2101 GBM_2_AutoML_20190416_015849 heat_type_central 6.120979032805736e+18 0.013081642903420248 0.00341131620869088 -2102 GBM_2_AutoML_20190416_015849 front_door_structure_corridor 4.649649955911238e+18 0.00993714567933318 0.0025913217761943997 -2103 GBM_2_AutoML_20190416_015849 front_door_structure_mixed 2.3804693372920136e+18 0.005087494932770812 0.0013266723494841952 -2104 GBM_grid_1_AutoML_20190416_022142_model_40 supply_area 7.255391182748742e+20 1.0 0.22565957460010516 -2105 GBM_grid_1_AutoML_20190416_022142_model_40 city 5.730196855287636e+20 0.7897846871320207 0.17822247652388892 -2106 GBM_grid_1_AutoML_20190416_022142_model_40 exclusive_use_area 5.527184083866238e+20 0.7618037325138735 0.17190830620785297 -2107 GBM_grid_1_AutoML_20190416_022142_model_40 apartment_building_count_in_sites 2.0574886652469995e+20 0.28358066621399036 0.06399269250266347 -2108 GBM_grid_1_AutoML_20190416_022142_model_40 bathroom_count 1.746548536130551e+20 0.24072424106964035 0.0543217298357082 -2109 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_in_sites 1.6001382714633408e+20 0.22054472752179302 0.04976802939286391 -2110 GBM_grid_1_AutoML_20190416_022142_model_40 total_parking_capacity_in_site 1.596485781796799e+20 0.22004131019052267 0.04965442845204313 -2111 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_individual 1.191080011668348e+20 0.16416482332481228 0.03704536419577856 -2112 GBM_grid_1_AutoML_20190416_022142_model_40 room_count 1.0850687948772554e+20 0.14955345170874323 0.033748168292572364 -2113 GBM_grid_1_AutoML_20190416_022142_model_40 total_household_count_of_area_type 9.170403723893644e+19 0.12639433895305682 0.028522092760008305 -2114 GBM_grid_1_AutoML_20190416_022142_model_40 floor 8.689654139374168e+19 0.11976823744577268 0.027026849512617447 -2115 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_district 7.652817313209306e+19 0.1054776664751796 0.0238020453466008 -2116 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_cogeneration 6.473486418912582e+19 0.08922312051629543 0.02013405142020114 -2117 GBM_grid_1_AutoML_20190416_022142_model_40 heat_fuel_gas 5.761619930039242e+19 0.07941156837606134 0.017919980738069163 -2118 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_stairway 3.5697151326677893e+19 0.049200863781894456 0.011102645990980023 -2119 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_corridor 1.0783124938366648e+19 0.014862224057616431 0.0033538031584531727 -2120 GBM_grid_1_AutoML_20190416_022142_model_40 heat_type_central 8.245341050785235e+18 0.011364433485530474 0.002564493225915997 -2121 GBM_grid_1_AutoML_20190416_022142_model_40 front_door_structure_mixed 4.029498184932786e+18 0.005553798662867121 0.0012532678436772274 -2122 GBM_grid_1_AutoML_20190416_023844_model_24 supply_area 5.233697514368176e+20 1.0 0.16137356277126808 -2123 GBM_grid_1_AutoML_20190416_023844_model_24 exclusive_use_area 4.830267874498094e+20 0.9229168978981803 0.14893438795563602 -2124 GBM_grid_1_AutoML_20190416_023844_model_24 city 4.7846157998691136e+20 0.9141941785389414 0.1475267716555817 -2125 GBM_grid_1_AutoML_20190416_023844_model_24 room_count 2.4120818688922013e+20 0.46087529175506686 0.07437308782376276 -2126 GBM_grid_1_AutoML_20190416_023844_model_24 total_parking_capacity_in_site 2.3497170415991652e+20 0.4489592749960118 0.07245015774531191 -2127 GBM_grid_1_AutoML_20190416_023844_model_24 apartment_building_count_in_sites 2.33828018552983e+20 0.4467740405536434 0.07209751867785644 -2128 GBM_grid_1_AutoML_20190416_023844_model_24 bathroom_count 1.954398103183001e+20 0.3734258806164384 0.06026106478607288 -2129 GBM_grid_1_AutoML_20190416_023844_model_24 heat_fuel_cogeneration 1.895023771595655e+20 0.36208125639535105 0.05843034235721479 -2130 GBM_grid_1_AutoML_20190416_023844_model_24 total_household_count_in_sites 1.540535417379278e+20 0.2943493415792592 0.04750020195002201 -2131 GBM_grid_1_AutoML_20190416_023844_model_24 total_household_count_of_area_type 1.2207209979736542e+20 0.23324255836765195 0.03763918263367344 -2132 GBM_grid_1_AutoML_20190416_023844_model_24 floor 1.1894200129931969e+20 0.2272618946218917 0.03667406161728315 -2133 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_individual 8.711084940413475e+19 0.16644226985794952 0.026859382082714153 -2134 GBM_grid_1_AutoML_20190416_023844_model_24 heat_fuel_gas 6.01897865851091e+19 0.11500432804889633 0.018558658151366078 -2135 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_district 4.597707707201146e+19 0.08784817415563215 0.014176372846445193 -2136 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_stairway 3.132752279310539e+19 0.059857343125202224 0.009659392718136152 -2137 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_corridor 2.5084242882918875e+19 0.04792833902619437 0.007734366826366195 -2138 GBM_grid_1_AutoML_20190416_023844_model_24 heat_type_central 1.2346316012738576e+19 0.023590045047204168 0.0038068096152020434 -2139 GBM_grid_1_AutoML_20190416_023844_model_24 front_door_structure_mixed 6.307015300713808e+18 0.012050782995003114 0.0019446777860870647 -2140 GBM_grid_1_AutoML_20190416_030706_model_66 supply_area 5.421223180727233e+20 1.0 0.30838372740196723 -2141 GBM_grid_1_AutoML_20190416_030706_model_66 city 3.6029282563298794e+20 0.6645969251254037 0.20495087699005812 -2142 GBM_grid_1_AutoML_20190416_030706_model_66 exclusive_use_area 2.7783138869025282e+20 0.5124883802569865 0.15804307695384628 -2143 GBM_grid_1_AutoML_20190416_030706_model_66 apartment_building_count_in_sites 1.0590317438050081e+20 0.1953492244277875 0.06024252197412454 -2144 GBM_grid_1_AutoML_20190416_030706_model_66 total_household_count_in_sites 7.871926231173903e+19 0.14520572145339938 0.0447790816218911 -2145 GBM_grid_1_AutoML_20190416_030706_model_66 total_parking_capacity_in_site 7.067266238572082e+19 0.1303629458329004 0.04020181115105057 -2146 GBM_grid_1_AutoML_20190416_030706_model_66 heat_fuel_cogeneration 6.714589527674559e+19 0.12385746359871919 0.0381956262911265 -2147 GBM_grid_1_AutoML_20190416_030706_model_66 floor 4.921198981450983e+19 0.09077654280949242 0.02799400863225552 -2148 GBM_grid_1_AutoML_20190416_030706_model_66 heat_type_individual 3.799731865686901e+19 0.07008993614568702 0.02161459576197284 -2149 GBM_grid_1_AutoML_20190416_030706_model_66 bathroom_count 3.672198192567209e+19 0.06773744725400883 0.020889126468885393 -2150 GBM_grid_1_AutoML_20190416_030706_model_66 heat_fuel_gas 3.310902849824201e+19 0.061072985550468674 0.018833914927620016 -2151 GBM_grid_1_AutoML_20190416_030706_model_66 heat_type_district 2.8535310815344984e+19 0.05263629602409599 0.01623217716454407 -2152 GBM_grid_1_AutoML_20190416_030706_model_66 total_household_count_of_area_type 2.5829395107202204e+19 0.047644958058593166 0.014692929758019358 -2153 GBM_grid_1_AutoML_20190416_030706_model_66 front_door_structure_stairway 1.7770468556324995e+19 0.03277944471922878 0.010108647344682503 -2154 GBM_grid_1_AutoML_20190416_030706_model_66 front_door_structure_corridor 1.2810804699892548e+19 0.023630838046726634 0.0072873659184817825 -2155 GBM_grid_1_AutoML_20190416_030706_model_66 room_count 8.325419582147789e+18 0.015357086961011207 0.004735875719072785 -2156 GBM_grid_1_AutoML_20190416_030706_model_66 heat_type_central 3.2429622671253176e+18 0.005981975209311137 0.0018447438122735317 -2157 GBM_grid_1_AutoML_20190416_030706_model_66 front_door_structure_mixed 1.7050191408230564e+18 0.0031450819934595196 0.0009698921081278563 -2158 GBM_grid_1_AutoML_20190416_023844_model_31 supply_area 6.809085867051209e+20 1.0 0.2924405479721707 -2159 GBM_grid_1_AutoML_20190416_023844_model_31 city 4.5582990114383987e+20 0.669443608208226 0.19577245562088075 -2160 GBM_grid_1_AutoML_20190416_023844_model_31 exclusive_use_area 3.932193813805075e+20 0.5774921759810291 0.16888212839353337 -2161 GBM_grid_1_AutoML_20190416_023844_model_31 apartment_building_count_in_sites 1.4624335880211399e+20 0.21477678745362505 0.06280944141464054 -2162 GBM_grid_1_AutoML_20190416_023844_model_31 total_parking_capacity_in_site 1.2620688804040776e+20 0.18535070713547017 0.054204062361726216 -2163 GBM_grid_1_AutoML_20190416_023844_model_31 heat_fuel_cogeneration 8.905321146139175e+19 0.13078585466562453 0.03824708700542391 -2164 GBM_grid_1_AutoML_20190416_023844_model_31 total_household_count_in_sites 8.102309981174366e+19 0.11899262455157156 0.03479826832850835 -2165 GBM_grid_1_AutoML_20190416_023844_model_31 bathroom_count 5.904541048487333e+19 0.08671562033105033 0.025359163527359063 -2166 GBM_grid_1_AutoML_20190416_023844_model_31 heat_fuel_gas 5.750725089221935e+19 0.08445663928324618 0.024698545871880466 -2167 GBM_grid_1_AutoML_20190416_023844_model_31 floor 5.502520454758479e+19 0.08081144168536443 0.02363254228888909 -2168 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_district 5.3366129462201025e+19 0.07837488101073417 0.022919993150032774 -2169 GBM_grid_1_AutoML_20190416_023844_model_31 total_household_count_of_area_type 4.3329822508233785e+19 0.06363530047095514 0.018609542140099855 -2170 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_individual 3.979929067144505e+19 0.05845026990191388 0.01709322895923697 -2171 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_stairway 2.6651601106360074e+19 0.039141232210516984 0.011446483395949563 -2172 GBM_grid_1_AutoML_20190416_023844_model_31 room_count 8.812844081857167e+18 0.012942771252896125 0.0037849911174754006 -2173 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_corridor 5.441291181084377e+18 0.007991221270118629 0.0023369571272003576 -2174 GBM_grid_1_AutoML_20190416_023844_model_31 heat_type_central 4.298156979232178e+18 0.006312384750544449 0.0018459972554603925 -2175 GBM_grid_1_AutoML_20190416_023844_model_31 front_door_structure_mixed 2.6044263868525445e+18 0.0038249281000482314 0.0011185640695322585 -2176 XGBoost_grid_1_AutoML_20190416_022142_model_18 supply_area 9.892003881344429e+20 1.0 0.28743555419385614 -2177 XGBoost_grid_1_AutoML_20190416_022142_model_18 city 6.539704462714927e+20 0.6611101796116674 0.1900265708598794 -2178 XGBoost_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 6.40956239617043e+20 0.6479538901373036 0.18624498550368085 -2179 XGBoost_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 1.945623824471488e+20 0.19668652052803853 0.056534699030438014 -2180 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 1.9100274433854957e+20 0.19308802001055247 0.05550036203992753 -2181 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 1.833445139096944e+20 0.1853461807222582 0.05327508217361689 -2182 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 1.2049472282397193e+20 0.12181022598587518 0.03501258981272889 -2183 XGBoost_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 1.1331211473701359e+20 0.11454920165439043 0.032925513259993495 -2184 XGBoost_grid_1_AutoML_20190416_022142_model_18 floor 9.957343547297576e+19 0.10066053012854527 0.02893341526294576 -2185 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_district 7.805872850232934e+19 0.07891093598289241 0.022681808616198583 -2186 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 6.023155923087157e+19 0.060889138291245246 0.017501703209130425 -2187 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 2.8521758235021017e+19 0.028833145009992258 0.008287671015098943 -2188 XGBoost_grid_1_AutoML_20190416_022142_model_18 bathroom_count 2.4878994848338674e+19 0.02515061169280228 0.007229180010235102 -2189 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 2.338236600888905e+19 0.023637643382840176 0.006794299125583402 -2190 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.5811642411953684e+19 0.015984266283774157 0.004594446437658794 -2191 XGBoost_grid_1_AutoML_20190416_022142_model_18 room_count 1.4861277337462243e+19 0.015023525582606664 0.004318295401782121 -2192 XGBoost_grid_1_AutoML_20190416_022142_model_18 heat_type_central 5.001097302857744e+18 0.005055696866728324 0.0014531870307241976 -2193 XGBoost_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 4.304027821568688e+18 0.004351017117659809 0.0012506370165215018 -2194 GBM_grid_1_AutoML_20190416_023844_model_58 supply_area 7.100575019745789e+21 1.0 0.35637428214567846 -2195 GBM_grid_1_AutoML_20190416_023844_model_58 city 3.598243246080019e+21 0.5067537820632506 0.18059401530739855 -2196 GBM_grid_1_AutoML_20190416_023844_model_58 exclusive_use_area 2.731642309907902e+21 0.3847071965737359 0.13709975101524155 -2197 GBM_grid_1_AutoML_20190416_023844_model_58 apartment_building_count_in_sites 1.1183624291787777e+21 0.15750307912651512 0.05613004675944583 -2198 GBM_grid_1_AutoML_20190416_023844_model_58 total_parking_capacity_in_site 1.0407868700661582e+21 0.14657782886200954 0.05223656853917076 -2199 GBM_grid_1_AutoML_20190416_023844_model_58 floor 7.207126668492166e+20 0.10150060591501492 0.03617220557031485 -2200 GBM_grid_1_AutoML_20190416_023844_model_58 heat_fuel_cogeneration 6.589777453696869e+20 0.09280625069619775 0.03307376097048934 -2201 GBM_grid_1_AutoML_20190416_023844_model_58 total_household_count_in_sites 6.244887572108185e+20 0.08794904010931444 0.031342776034358415 -2202 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_district 5.916194464366875e+20 0.0833199346238114 0.02969308188998565 -2203 GBM_grid_1_AutoML_20190416_023844_model_58 total_household_count_of_area_type 5.5439223452000584e+20 0.07807708995092821 0.02782466688328561 -2204 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_individual 4.461232365719729e+20 0.06282917021950496 0.022390700434784718 -2205 GBM_grid_1_AutoML_20190416_023844_model_58 bathroom_count 2.8868648875928532e+20 0.04065677610003207 0.014489029397006506 -2206 GBM_grid_1_AutoML_20190416_023844_model_58 room_count 1.5986730182877014e+20 0.022514697948292875 0.008023659319049652 -2207 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_stairway 1.2338436252706957e+20 0.01737667191515525 0.006192598979844424 -2208 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_corridor 7.777764055371167e+19 0.010953710134379542 0.0039036205859713526 -2209 GBM_grid_1_AutoML_20190416_023844_model_58 heat_type_central 5.682953831313729e+19 0.00800351213177829 0.002852245890606717 -2210 GBM_grid_1_AutoML_20190416_023844_model_58 front_door_structure_mixed 3.2018458099023086e+19 0.004509276785328493 0.001606990277367614 -2211 GBM_grid_1_AutoML_20190416_023844_model_58 heat_fuel_gas 0.0 0.0 0.0 -2212 DRF_1_AutoML_20190416_015849 supply_area 8.104159271771355e+20 1.0 0.19038352571033704 -2213 DRF_1_AutoML_20190416_015849 city 7.944261781751333e+20 0.9802697004515962 0.18662720171899086 -2214 DRF_1_AutoML_20190416_015849 exclusive_use_area 6.67112020352904e+20 0.8231723957802853 0.1567184629760757 -2215 DRF_1_AutoML_20190416_015849 apartment_building_count_in_sites 2.828501930781201e+20 0.34901855157678374 0.0664473823875032 -2216 DRF_1_AutoML_20190416_015849 floor 2.4945389077884253e+20 0.307809709080802 0.05860189766267623 -2217 DRF_1_AutoML_20190416_015849 total_household_count_in_sites 2.2499558007440723e+20 0.2776297608786126 0.05285613271818806 -2218 DRF_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.151912612778077e+20 0.265531875746036 0.05055289469300946 -2219 DRF_1_AutoML_20190416_015849 bathroom_count 1.9397209423661446e+20 0.23934881797333837 0.04556807184036584 -2220 DRF_1_AutoML_20190416_015849 room_count 1.8112803920558634e+20 0.22350009807494384 0.04255073666811392 -2221 DRF_1_AutoML_20190416_015849 heat_type_district 1.6939577514819322e+20 0.2090232551798896 0.03979458427659885 -2222 DRF_1_AutoML_20190416_015849 total_household_count_of_area_type 1.4974030715574393e+20 0.18476969927938577 0.03517710679324818 -2223 DRF_1_AutoML_20190416_015849 heat_fuel_gas 9.44165588129389e+19 0.11650382926433026 0.022180409774098332 -2224 DRF_1_AutoML_20190416_015849 heat_fuel_cogeneration 8.183208528308915e+19 0.10097541588074295 0.0192240556854434 -2225 DRF_1_AutoML_20190416_015849 heat_type_individual 4.053117838745089e+19 0.05001281074106018 0.00952161523956685 -2226 DRF_1_AutoML_20190416_015849 front_door_structure_corridor 3.575069534392733e+19 0.04411400880095632 0.008398580528742901 -2227 DRF_1_AutoML_20190416_015849 front_door_structure_stairway 2.625737121222099e+19 0.03239987064874383 0.006168401606666715 -2228 DRF_1_AutoML_20190416_015849 front_door_structure_mixed 2.1319750364902195e+19 0.026307170984612525 0.005008451963515211 -2229 DRF_1_AutoML_20190416_015849 heat_type_central 1.796558019320873e+19 0.022168345402325648 0.004220487756859297 -2230 GBM_grid_1_AutoML_20190416_030706_model_50 supply_area 7.481481031979484e+20 1.0 0.3459117206213475 -2231 GBM_grid_1_AutoML_20190416_030706_model_50 exclusive_use_area 3.029920498303254e+20 0.40498939786813626 0.14009057944997053 -2232 GBM_grid_1_AutoML_20190416_030706_model_50 city 2.6515201411278648e+20 0.3544111292662482 0.12259496353184274 -2233 GBM_grid_1_AutoML_20190416_030706_model_50 floor 1.703597037981249e+20 0.22770852865886418 0.07876704894854314 -2234 GBM_grid_1_AutoML_20190416_030706_model_50 apartment_building_count_in_sites 1.306863423924323e+20 0.1746797750790457 0.060423781555342684 -2235 GBM_grid_1_AutoML_20190416_030706_model_50 total_parking_capacity_in_site 1.2477859604764767e+20 0.16678328196554043 0.05769229203557545 -2236 GBM_grid_1_AutoML_20190416_030706_model_50 total_household_count_of_area_type 8.662687077386682e+19 0.11578839858522864 0.040052564182606845 -2237 GBM_grid_1_AutoML_20190416_030706_model_50 total_household_count_in_sites 8.353607321944431e+19 0.11165713427912276 0.0386235114381402 -2238 GBM_grid_1_AutoML_20190416_030706_model_50 heat_fuel_cogeneration 6.487261540390011e+19 0.08671092678923202 0.029994325882334947 -2239 GBM_grid_1_AutoML_20190416_030706_model_50 heat_type_district 4.914455456735507e+19 0.06568826995255 0.022722342483926135 -2240 GBM_grid_1_AutoML_20190416_030706_model_50 room_count 3.3761190626117812e+19 0.045126346617475985 0.015609732203806445 -2241 GBM_grid_1_AutoML_20190416_030706_model_50 heat_type_individual 2.70281420574315e+19 0.036126726702774614 0.012496658194173949 -2242 GBM_grid_1_AutoML_20190416_030706_model_50 front_door_structure_mixed 2.6982125296785818e+19 0.03606521914772103 0.01247538200997415 -2243 GBM_grid_1_AutoML_20190416_030706_model_50 bathroom_count 2.4271967672783077e+19 0.03244273101680389 0.011222320907678194 -2244 GBM_grid_1_AutoML_20190416_030706_model_50 front_door_structure_stairway 8.518711527287554e+18 0.011386397279996359 0.003938688274801772 -2245 GBM_grid_1_AutoML_20190416_030706_model_50 heat_type_central 8.02762400459024e+18 0.010729993126061906 0.0037116303844913056 -2246 GBM_grid_1_AutoML_20190416_030706_model_50 front_door_structure_corridor 7.942900586356146e+18 0.01061674894637082 0.003672457895444009 -2247 GBM_grid_1_AutoML_20190416_030706_model_50 heat_fuel_gas 0.0 0.0 0.0 -2248 XRT_1_AutoML_20190416_023643 supply_area 1.2744664809376705e+21 1.0 0.27436256158678995 -2249 XRT_1_AutoML_20190416_023643 city 7.367980469745562e+20 0.5781227344892331 0.15861523434602565 -2250 XRT_1_AutoML_20190416_023643 exclusive_use_area 6.258056378893593e+20 0.4910334224160464 0.13472118759879478 -2251 XRT_1_AutoML_20190416_023643 apartment_building_count_in_sites 4.050355601653325e+20 0.3178079347111062 0.08719459905994639 -2252 XRT_1_AutoML_20190416_023643 floor 2.4173494971594808e+20 0.18967540797000407 0.052039830800669755 -2253 XRT_1_AutoML_20190416_023643 total_parking_capacity_in_site 2.205947539979082e+20 0.17308792133599996 0.04748884547747775 -2254 XRT_1_AutoML_20190416_023643 total_household_count_in_sites 2.060226537161092e+20 0.16165403860957642 0.04435181612377324 -2255 XRT_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.8691987943261733e+20 0.14666519851906476 0.04023943956132568 -2256 XRT_1_AutoML_20190416_023643 room_count 1.506102759400124e+20 0.11817515657940492 0.03242283867504553 -2257 XRT_1_AutoML_20190416_023643 total_household_count_of_area_type 1.4872064646042354e+20 0.11669247381932277 0.03201604603496882 -2258 XRT_1_AutoML_20190416_023643 bathroom_count 1.1626441780680144e+20 0.09122595183614524 0.02502898582895793 -2259 XRT_1_AutoML_20190416_023643 heat_fuel_gas 1.044977258413194e+20 0.08199331045916303 0.022495894690556906 -2260 XRT_1_AutoML_20190416_023643 heat_type_district 5.534268193303534e+19 0.04342419574057197 0.011913973578229499 -2261 XRT_1_AutoML_20190416_023643 front_door_structure_stairway 4.805591051250801e+19 0.037706688431030026 0.010345303626892375 -2262 XRT_1_AutoML_20190416_023643 front_door_structure_corridor 3.5914586348140364e+19 0.02818009487524279 0.007731563015730384 -2263 XRT_1_AutoML_20190416_023643 heat_type_individual 3.270625319973185e+19 0.025662701757105996 0.007040884591317416 -2264 XRT_1_AutoML_20190416_023643 front_door_structure_mixed 3.1598350099212665e+19 0.024793394390384145 0.006802379195377343 -2265 XRT_1_AutoML_20190416_023643 heat_type_central 2.4102112917500985e+19 0.018911531435309464 0.005188616208120607 -2266 XGBoost_grid_1_AutoML_20190416_022142_model_21 supply_area 9.916188211343408e+20 1.0 0.29519532238203056 -2267 XGBoost_grid_1_AutoML_20190416_022142_model_21 city 6.257665128675966e+20 0.6310555019032057 0.1862846323252709 -2268 XGBoost_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 5.80512830883778e+20 0.5854193350421818 0.1728130493364508 -2269 XGBoost_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 2.008125343050089e+20 0.20250980520447742 0.05977994723285793 -2270 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.6701140062047725e+20 0.16842298377256312 0.04971767699128527 -2271 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.4053129913879442e+20 0.14171907203015438 0.041834807155623634 -2272 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 1.3634016312385182e+20 0.13749251246349725 0.04058714654177743 -2273 XGBoost_grid_1_AutoML_20190416_022142_model_21 floor 9.142632699003929e+19 0.09219906383528917 0.027216732372179604 -2274 XGBoost_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 9.105788504161806e+19 0.09182750780935599 0.02710705077132127 -2275 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 8.157047188442264e+19 0.0822599068774349 0.024282739729800207 -2276 XGBoost_grid_1_AutoML_20190416_022142_model_21 room_count 5.090258130119216e+19 0.051332810769932 0.015153205624005846 -2277 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_district 5.063439282299155e+19 0.05106235555822694 0.015073368510596671 -2278 XGBoost_grid_1_AutoML_20190416_022142_model_21 bathroom_count 4.933437865282083e+19 0.04975135364654116 0.014686366878633129 -2279 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 4.928286873208278e+19 0.04969940836309129 0.014671032873938918 -2280 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.577758174074844e+19 0.0159109341255746 0.004696833328598246 -2281 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 1.349256458127645e+19 0.013606603962843227 0.004016605843336121 -2282 XGBoost_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 1.2707663912137392e+19 0.012815069300117493 0.0037829485133962465 -2283 XGBoost_grid_1_AutoML_20190416_022142_model_21 heat_type_central 1.0415298716456976e+19 0.01050332899545273 0.003100533588897198 -2284 DRF_1_AutoML_20190416_023844 supply_area 1.0142946563643838e+21 1.0 0.23588490380384952 -2285 DRF_1_AutoML_20190416_023844 city 6.392402977902706e+20 0.6302313571103193 0.14866206304613722 -2286 DRF_1_AutoML_20190416_023844 exclusive_use_area 4.940780228010511e+20 0.48711488293945454 0.11490304730359666 -2287 DRF_1_AutoML_20190416_023844 apartment_building_count_in_sites 3.8480144998951027e+20 0.37937836660678503 0.08948962951230305 -2288 DRF_1_AutoML_20190416_023844 room_count 2.7169437218084435e+20 0.26786532934591206 0.06318538744514693 -2289 DRF_1_AutoML_20190416_023844 floor 2.2855118957240228e+20 0.22533017219238471 0.053151985991705515 -2290 DRF_1_AutoML_20190416_023844 total_parking_capacity_in_site 2.152119320964099e+20 0.21217890752556162 0.05004980119087299 -2291 DRF_1_AutoML_20190416_023844 total_household_count_in_sites 2.1382593171890058e+20 0.21081244032708768 0.04972747220720985 -2292 DRF_1_AutoML_20190416_023844 bathroom_count 1.9491412061492085e+20 0.1921671571390969 0.04532933137601511 -2293 DRF_1_AutoML_20190416_023844 heat_type_district 1.5583749495594785e+20 0.1536412461389952 0.03624165056580045 -2294 DRF_1_AutoML_20190416_023844 total_household_count_of_area_type 1.4397818013094196e+20 0.1419490669969753 0.03348364201362771 -2295 DRF_1_AutoML_20190416_023844 heat_fuel_cogeneration 9.922780179376112e+19 0.09782936464383155 0.02307647026820192 -2296 DRF_1_AutoML_20190416_023844 heat_type_individual 8.727541550848724e+19 0.08604542571614779 0.020296816967814803 -2297 DRF_1_AutoML_20190416_023844 front_door_structure_stairway 4.805045253678773e+19 0.047373267950576364 0.011174638753395694 -2298 DRF_1_AutoML_20190416_023844 heat_fuel_gas 4.694065827626877e+19 0.04627911424134074 0.010916544410946024 -2299 DRF_1_AutoML_20190416_023844 front_door_structure_corridor 3.2912536974265418e+19 0.032448694043441396 0.007654157072997719 -2300 DRF_1_AutoML_20190416_023844 heat_type_central 1.5958720783866397e+19 0.015733811357212996 0.003711368578464103 -2301 DRF_1_AutoML_20190416_023844 front_door_structure_mixed 1.3162549464734368e+19 0.01297704703672001 0.00306108949191473 -2302 GBM_grid_1_AutoML_20190416_022142_model_18 supply_area 3.072990110389658e+21 1.0 0.20706394340982595 -2303 GBM_grid_1_AutoML_20190416_022142_model_18 exclusive_use_area 2.4513320766508745e+21 0.7977025595894427 0.16517543765670167 -2304 GBM_grid_1_AutoML_20190416_022142_model_18 city 2.3130107694956308e+21 0.7526905998413184 0.1558550837706507 -2305 GBM_grid_1_AutoML_20190416_022142_model_18 apartment_building_count_in_sites 9.939877849070819e+20 0.3234594805712028 0.06697679558036722 -2306 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_in_sites 8.38915901887787e+20 0.2729966162440437 0.056527755897030636 -2307 GBM_grid_1_AutoML_20190416_022142_model_18 total_parking_capacity_in_site 8.037211855935609e+20 0.2615436941616608 0.05415626868708695 -2308 GBM_grid_1_AutoML_20190416_022142_model_18 bathroom_count 7.038918629784761e+20 0.22905764017874497 0.04742957824355992 -2309 GBM_grid_1_AutoML_20190416_022142_model_18 floor 6.909205108892306e+20 0.22483655529943153 0.04655554376298169 -2310 GBM_grid_1_AutoML_20190416_022142_model_18 room_count 6.862105901039312e+20 0.22330387194670112 0.04623818030396674 -2311 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_gas 4.3056354615001245e+20 0.14011224595038366 0.02901219416649386 -2312 GBM_grid_1_AutoML_20190416_022142_model_18 total_household_count_of_area_type 4.044120227231742e+20 0.13160212307741348 0.027250054565514492 -2313 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_individual 3.5096425232358756e+20 0.11420936602984542 0.02364864170447601 -2314 GBM_grid_1_AutoML_20190416_022142_model_18 heat_fuel_cogeneration 3.1446454766858666e+20 0.10233177991865136 0.021189221886102387 -2315 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_district 2.984411624068675e+20 0.09711751476122546 0.020109535580621327 -2316 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_stairway 1.5140380667591786e+20 0.049269213774566854 0.010201877692863529 -2317 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_mixed 1.2043096874174697e+20 0.03919015825484586 0.008114868711103528 -2318 GBM_grid_1_AutoML_20190416_022142_model_18 front_door_structure_corridor 1.1267231331885724e+20 0.03666536801986983 0.007592075688766769 -2319 GBM_grid_1_AutoML_20190416_022142_model_18 heat_type_central 1.0244504318537787e+20 0.03333725118054081 0.006902942691886655 -2320 GBM_grid_1_AutoML_20190416_023844_model_28 supply_area 4.518680704778932e+20 1.0 0.258856065972489 -2321 GBM_grid_1_AutoML_20190416_023844_model_28 city 3.284745776062666e+20 0.726925842002675 0.18816916371455156 -2322 GBM_grid_1_AutoML_20190416_023844_model_28 exclusive_use_area 3.033089906541016e+20 0.671233509226097 0.1737528655471759 -2323 GBM_grid_1_AutoML_20190416_023844_model_28 apartment_building_count_in_sites 1.2133413398108124e+20 0.26851672403575433 0.06950718283171585 -2324 GBM_grid_1_AutoML_20190416_023844_model_28 total_parking_capacity_in_site 9.755539183135569e+19 0.21589352779049345 0.055885349272769363 -2325 GBM_grid_1_AutoML_20190416_023844_model_28 total_household_count_in_sites 8.017632632477476e+19 0.17743304199382956 0.04592961922405416 -2326 GBM_grid_1_AutoML_20190416_023844_model_28 heat_fuel_gas 7.418123477627961e+19 0.16416569264968411 0.04249528536694599 -2327 GBM_grid_1_AutoML_20190416_023844_model_28 bathroom_count 6.294999177938495e+19 0.1393105552087568 0.036061382269782026 -2328 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_individual 3.975508590596194e+19 0.08797940926411814 0.022774003768693176 -2329 GBM_grid_1_AutoML_20190416_023844_model_28 total_household_count_of_area_type 3.95114033429212e+19 0.08744013114521272 0.022634408356368273 -2330 GBM_grid_1_AutoML_20190416_023844_model_28 heat_fuel_cogeneration 3.6635852781821886e+19 0.0810764361887221 0.020987127314882142 -2331 GBM_grid_1_AutoML_20190416_023844_model_28 floor 3.414175359072364e+19 0.07555690658695027 0.019558363596148792 -2332 GBM_grid_1_AutoML_20190416_023844_model_28 room_count 2.9104752285416686e+19 0.0644098447908383 0.01667287903245502 -2333 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_district 2.2577668632891884e+19 0.04996517813045269 0.012933789446463628 -2334 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_stairway 1.3987752732589556e+19 0.03095539084626224 0.008012990695104241 -2335 GBM_grid_1_AutoML_20190416_023844_model_28 heat_type_central 3.6696173089233306e+18 0.008120992715954378 0.0021021682262431893 -2336 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_corridor 3.273330778284491e+18 0.007243996626764609 0.0018751524687222675 -2337 GBM_grid_1_AutoML_20190416_023844_model_28 front_door_structure_mixed 3.1285311442203443e+18 0.0069235499222408585 0.0017922028954354009 -2338 XGBoost_grid_1_AutoML_20190416_030706_model_25 exclusive_use_area 6.745003866478378e+20 1.0 0.22916120133928847 -2339 XGBoost_grid_1_AutoML_20190416_030706_model_25 city 6.570683598651701e+20 0.9741556459747902 0.2232386781230335 -2340 XGBoost_grid_1_AutoML_20190416_030706_model_25 supply_area 6.272846481544855e+20 0.9299989452518965 0.21311967553819575 -2341 XGBoost_grid_1_AutoML_20190416_030706_model_25 apartment_building_count_in_sites 2.0412628642926533e+20 0.30263331270088856 0.06935181350382416 -2342 XGBoost_grid_1_AutoML_20190416_030706_model_25 total_parking_capacity_in_site 1.7474343026978875e+20 0.2590709119356276 0.05936900141123343 -2343 XGBoost_grid_1_AutoML_20190416_030706_model_25 total_household_count_in_sites 1.3414882765360123e+20 0.19888621312776422 0.04557700353018021 -2344 XGBoost_grid_1_AutoML_20190416_030706_model_25 total_household_count_of_area_type 9.254404653037126e+19 0.13720384504195884 0.031441797958184865 -2345 XGBoost_grid_1_AutoML_20190416_030706_model_25 bathroom_count 8.967171753834132e+19 0.13294539086033122 0.03046592548207476 -2346 XGBoost_grid_1_AutoML_20190416_030706_model_25 heat_fuel_cogeneration 7.498596293860236e+19 0.11117260185909003 0.025476446998043484 -2347 XGBoost_grid_1_AutoML_20190416_030706_model_25 floor 6.210783624125271e+19 0.09207976373433827 0.021101109276398803 -2348 XGBoost_grid_1_AutoML_20190416_030706_model_25 heat_type_individual 4.88368144568801e+19 0.07240442766770155 0.016592285626614103 -2349 XGBoost_grid_1_AutoML_20190416_030706_model_25 room_count 3.4771751763206734e+19 0.05155186335180168 0.011813686936977711 -2350 XGBoost_grid_1_AutoML_20190416_030706_model_25 heat_fuel_gas 3.0494097377297695e+19 0.04520990347959417 0.010360355793817078 -2351 XGBoost_grid_1_AutoML_20190416_030706_model_25 front_door_structure_stairway 1.0833246175918817e+19 0.016061141535823827 0.0036805904892297323 -2352 XGBoost_grid_1_AutoML_20190416_030706_model_25 front_door_structure_corridor 9.670554410987553e+18 0.014337359329100918 0.003285566487889821 -2353 XGBoost_grid_1_AutoML_20190416_030706_model_25 heat_type_central 7.246731605090238e+18 0.010743850928100086 0.0024620737856936446 -2354 XGBoost_grid_1_AutoML_20190416_030706_model_25 heat_type_district 7.166784465367204e+18 0.010625322990524898 0.0024349117811266465 -2355 XGBoost_grid_1_AutoML_20190416_030706_model_25 front_door_structure_mixed 3.143126886201164e+18 0.004659933409114881 0.001067875938193852 -2356 XRT_1_AutoML_20190416_021340 supply_area 9.860220430661703e+20 1.0 0.26502373966124687 -2357 XRT_1_AutoML_20190416_021340 city 5.8192942407281856e+20 0.5901789195941598 0.15641142434007854 -2358 XRT_1_AutoML_20190416_021340 exclusive_use_area 5.5457804318900696e+20 0.5624398025265953 0.1490598997999315 -2359 XRT_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.7811268774510304e+20 0.2820552437958421 0.07475133550183878 -2360 XRT_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.145355125430021e+20 0.21757679156530274 0.05766301496413216 -2361 XRT_1_AutoML_20190416_021340 floor 1.9394063940796704e+20 0.19668996324350124 0.05212750961262588 -2362 XRT_1_AutoML_20190416_021340 total_household_count_in_sites 1.56257789872735e+20 0.15847291748856854 0.04199908522784864 -2363 XRT_1_AutoML_20190416_021340 total_household_count_of_area_type 1.2361198782229827e+20 0.12536432495759414 0.03322452222036938 -2364 XRT_1_AutoML_20190416_021340 heat_fuel_gas 1.2253840707675174e+20 0.12427552501331696 0.03293596438739408 -2365 XRT_1_AutoML_20190416_021340 heat_type_individual 1.0732930253437744e+20 0.10885081453211969 0.028848049932475153 -2366 XRT_1_AutoML_20190416_021340 bathroom_count 9.67953654137718e+19 0.09816754716027785 0.02601673046178865 -2367 XRT_1_AutoML_20190416_021340 room_count 9.568850904832226e+19 0.09704499987724996 0.025719228782894028 -2368 XRT_1_AutoML_20190416_021340 heat_fuel_cogeneration 8.0543976624824e+19 0.08168577689638812 0.021648670070215058 -2369 XRT_1_AutoML_20190416_021340 front_door_structure_stairway 4.087183787606147e+19 0.04145124154523453 0.010985563047919695 -2370 XRT_1_AutoML_20190416_021340 front_door_structure_corridor 3.458817950085651e+19 0.03507850533777099 0.009296636666343075 -2371 XRT_1_AutoML_20190416_021340 heat_type_district 3.2901405518545814e+19 0.03336781946196091 0.008843264298150213 -2372 XRT_1_AutoML_20190416_021340 front_door_structure_mixed 1.212567481536951e+19 0.012297569715239902 0.003259147914677773 -2373 XRT_1_AutoML_20190416_021340 heat_type_central 8.133815937112474e+18 0.008249121806465158 0.0021862131100705367 -2374 XGBoost_3_AutoML_20190416_021340 supply_area 8.3377835024412e+20 1.0 0.26619859842624344 -2375 XGBoost_3_AutoML_20190416_021340 city 6.222853007243834e+20 0.7463437981355427 0.19867567300780065 -2376 XGBoost_3_AutoML_20190416_021340 exclusive_use_area 5.4932909782330665e+20 0.6588430818124144 0.17538310496129156 -2377 XGBoost_3_AutoML_20190416_021340 apartment_building_count_in_sites 1.6588657383698334e+20 0.19895764118655013 0.052962245230051094 -2378 XGBoost_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.6323219443785767e+20 0.19577408599067764 0.05211478729889725 -2379 XGBoost_3_AutoML_20190416_021340 heat_fuel_cogeneration 1.4370573874176511e+20 0.17235484550503122 0.04588061830541104 -2380 XGBoost_3_AutoML_20190416_021340 total_household_count_in_sites 1.297062113391537e+20 0.15556437907170093 0.04141101967393563 -2381 XGBoost_3_AutoML_20190416_021340 bathroom_count 9.981732474420252e+19 0.11971685846121723 0.03186845993036899 -2382 XGBoost_3_AutoML_20190416_021340 heat_type_individual 8.62302285512164e+19 0.1034210453245389 0.02753053731316925 -2383 XGBoost_3_AutoML_20190416_021340 room_count 7.64843422005634e+19 0.09173222377166514 0.02441898939853979 -2384 XGBoost_3_AutoML_20190416_021340 floor 7.085224781890873e+19 0.08497731777056104 0.02262084288854486 -2385 XGBoost_3_AutoML_20190416_021340 heat_type_district 6.3245241437768385e+19 0.0758537822662953 0.02019217052461725 -2386 XGBoost_3_AutoML_20190416_021340 total_household_count_of_area_type 4.9916970281960735e+19 0.059868393401370595 0.015936882413475816 -2387 XGBoost_3_AutoML_20190416_021340 heat_fuel_gas 1.8288666187472568e+19 0.02193468585759977 0.005838982632213004 -2388 XGBoost_3_AutoML_20190416_021340 front_door_structure_stairway 1.6939858989796033e+19 0.020316981107552447 0.005408351895082928 -2389 XGBoost_3_AutoML_20190416_021340 front_door_structure_mixed 1.5969848941051118e+19 0.01915359032334594 0.005098658898905148 -2390 XGBoost_3_AutoML_20190416_021340 heat_type_central 1.492947454617505e+19 0.017905807390901772 0.004766500831148323 -2391 XGBoost_3_AutoML_20190416_021340 front_door_structure_corridor 1.1568896420714906e+19 0.013875266031227216 0.0036935763703039503 -2392 GBM_grid_1_AutoML_20190416_023844_model_25 supply_area 3.479396981457153e+20 1.0 0.1891839422162054 -2393 GBM_grid_1_AutoML_20190416_023844_model_25 city 3.0025980741576714e+20 0.8629650741664434 0.16325913472570786 -2394 GBM_grid_1_AutoML_20190416_023844_model_25 exclusive_use_area 2.185690841436379e+20 0.6281809328123931 0.11884174529450178 -2395 GBM_grid_1_AutoML_20190416_023844_model_25 room_count 1.4500105140021546e+20 0.4167419014644595 0.07884087580572388 -2396 GBM_grid_1_AutoML_20190416_023844_model_25 apartment_building_count_in_sites 1.3120764284539345e+20 0.37709880058137085 0.07134103769898643 -2397 GBM_grid_1_AutoML_20190416_023844_model_25 total_parking_capacity_in_site 1.2886349285106804e+20 0.370361569943941 0.07006646184737765 -2398 GBM_grid_1_AutoML_20190416_023844_model_25 total_household_count_in_sites 1.2683426937521675e+20 0.36452945740643605 0.06896311980608391 -2399 GBM_grid_1_AutoML_20190416_023844_model_25 bathroom_count 8.988082705775827e+19 0.25832300118889184 0.04887056373003607 -2400 GBM_grid_1_AutoML_20190416_023844_model_25 total_household_count_of_area_type 8.022359652867611e+19 0.23056752924778046 0.04361967413014535 -2401 GBM_grid_1_AutoML_20190416_023844_model_25 heat_fuel_gas 7.723984742633387e+19 0.22199205160540844 0.041997331463374483 -2402 GBM_grid_1_AutoML_20190416_023844_model_25 floor 7.23182002839434e+19 0.2078469363207211 0.03932130279071463 -2403 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_district 3.767145859476829e+19 0.10827007896923473 0.0204829603634597 -2404 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_individual 2.4125824985265603e+19 0.06933909845251932 0.01311784399496519 -2405 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_corridor 2.2494739067878506e+19 0.06465125763964372 0.012230979789503367 -2406 GBM_grid_1_AutoML_20190416_023844_model_25 heat_fuel_cogeneration 1.8282817885124428e+19 0.052545938225961444 0.009940847741036589 -2407 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_stairway 1.0845738827033608e+19 0.031171317572654417 0.005897112742468041 -2408 GBM_grid_1_AutoML_20190416_023844_model_25 heat_type_central 4.814050583763747e+18 0.013835876186073048 0.002617525600896616 -2409 GBM_grid_1_AutoML_20190416_023844_model_25 front_door_structure_mixed 2.588692925214884e+18 0.007440061996405921 0.0014075402588130436 -2410 XRT_1_AutoML_20190416_023844 supply_area 1.258150643175149e+21 1.0 0.26783701138475424 -2411 XRT_1_AutoML_20190416_023844 exclusive_use_area 7.197991398123021e+20 0.5721088676597352 0.15323192930069937 -2412 XRT_1_AutoML_20190416_023844 city 6.813685168170661e+20 0.5415635405133372 0.14505076016603852 -2413 XRT_1_AutoML_20190416_023844 apartment_building_count_in_sites 3.528997094478221e+20 0.2804908230680723 0.07512582377140238 -2414 XRT_1_AutoML_20190416_023844 floor 2.538531511507836e+20 0.20176689693544458 0.054040642671565206 -2415 XRT_1_AutoML_20190416_023844 total_parking_capacity_in_site 2.327517637951577e+20 0.18499514748708512 0.04954854742362271 -2416 XRT_1_AutoML_20190416_023844 total_household_count_in_sites 2.0446154071871377e+20 0.16250958645359162 0.04352608195710232 -2417 XRT_1_AutoML_20190416_023844 bathroom_count 1.7657607865877974e+20 0.1403457365114571 0.03758978262782085 -2418 XRT_1_AutoML_20190416_023844 total_household_count_of_area_type 1.5845822050317055e+20 0.12594534793009787 0.033732825587410455 -2419 XRT_1_AutoML_20190416_023844 heat_fuel_gas 1.5151597445413706e+20 0.1204275301022473 0.03225494975103345 -2420 XRT_1_AutoML_20190416_023844 heat_type_individual 1.513698361646661e+20 0.12031137684964302 0.032223839610993295 -2421 XRT_1_AutoML_20190416_023844 heat_fuel_cogeneration 1.0700881688511329e+20 0.08505246765606624 0.022780198747899254 -2422 XRT_1_AutoML_20190416_023844 heat_type_district 7.298689246963119e+19 0.058011250771558505 0.015537560033345749 -2423 XRT_1_AutoML_20190416_023844 room_count 5.835088417397932e+19 0.04637829697938342 0.01242182445607263 -2424 XRT_1_AutoML_20190416_023844 front_door_structure_stairway 4.1030449025437925e+19 0.032611714064613814 0.008734624031200322 -2425 XRT_1_AutoML_20190416_023844 front_door_structure_corridor 3.3131882946936963e+19 0.02633379645486906 0.007053165340886565 -2426 XRT_1_AutoML_20190416_023844 front_door_structure_mixed 2.4455089135365915e+19 0.019437329915954656 0.005206036353988771 -2427 XRT_1_AutoML_20190416_023844 heat_type_central 1.928019367877306e+19 0.015324233058544036 0.004104396784163886 -2428 GBM_grid_1_AutoML_20190416_015849_model_8 supply_area 5.779296576168857e+21 1.0 0.23762301109248513 -2429 GBM_grid_1_AutoML_20190416_015849_model_8 exclusive_use_area 4.382943689753613e+21 0.7583870514323219 0.18021021473489973 -2430 GBM_grid_1_AutoML_20190416_015849_model_8 city 3.793231939971582e+21 0.656348379076636 0.15596347816186212 -2431 GBM_grid_1_AutoML_20190416_015849_model_8 apartment_building_count_in_sites 1.6539638516504173e+21 0.286187744451565 0.06800479357434752 -2432 GBM_grid_1_AutoML_20190416_015849_model_8 total_parking_capacity_in_site 1.437249793156419e+21 0.24868939917064847 0.05909432385771046 -2433 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_in_sites 1.19553428280605e+21 0.20686501671083635 0.049155888160526184 -2434 GBM_grid_1_AutoML_20190416_015849_model_8 floor 8.546248092317762e+20 0.14787696010546564 0.03513896853146404 -2435 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_gas 8.0250486185045e+20 0.13885857063636575 0.03299599167061177 -2436 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_cogeneration 7.748274977592354e+20 0.13406951651421822 0.03185800220982219 -2437 GBM_grid_1_AutoML_20190416_015849_model_8 room_count 7.32855778819491e+20 0.12680708961042922 0.030132282461104776 -2438 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_of_area_type 6.827010897255586e+20 0.11812875160978963 0.02807010965411446 -2439 GBM_grid_1_AutoML_20190416_015849_model_8 bathroom_count 6.614504326713458e+20 0.1144517198509696 0.027196362295700948 -2440 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_district 5.2482543446324884e+20 0.09081129987815229 0.021578854518269176 -2441 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_individual 4.557220258590155e+20 0.078854237683216 0.018737581395688294 -2442 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_corridor 2.0854276955134388e+20 0.03608445540090081 0.008574496945994539 -2443 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_stairway 1.8326548980998288e+20 0.03171069132629132 0.007535189956777694 -2444 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_central 1.0623596576390303e+20 0.018382161974862296 0.004368024678856562 -2445 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_mixed 9.150703114351804e+19 0.015833593230160686 0.00376242609976437 -2446 GBM_grid_1_AutoML_20190416_030706_model_17 supply_area 6.55615104560413e+20 1.0 0.2363405589714341 -2447 GBM_grid_1_AutoML_20190416_030706_model_17 exclusive_use_area 5.783595824963136e+20 0.8821632974488912 0.20849096682315443 -2448 GBM_grid_1_AutoML_20190416_030706_model_17 city 4.672324876347606e+20 0.712662787029652 0.16843112144472805 -2449 GBM_grid_1_AutoML_20190416_030706_model_17 apartment_building_count_in_sites 1.5420819464544426e+20 0.23521147327568082 0.05559001107046894 -2450 GBM_grid_1_AutoML_20190416_030706_model_17 total_household_count_in_sites 1.474865722015938e+20 0.22495908220492095 0.05316695523401181 -2451 GBM_grid_1_AutoML_20190416_030706_model_17 total_parking_capacity_in_site 1.4141761106389814e+20 0.2157021857492408 0.05097917515133568 -2452 GBM_grid_1_AutoML_20190416_030706_model_17 bathroom_count 1.1133016146506364e+20 0.16981024489926907 0.04013304819856937 -2453 GBM_grid_1_AutoML_20190416_030706_model_17 total_household_count_of_area_type 1.0437142274161351e+20 0.159196183882301 0.037624515084862226 -2454 GBM_grid_1_AutoML_20190416_030706_model_17 floor 9.959908488022852e+19 0.15191700768854197 0.03590415051437766 -2455 GBM_grid_1_AutoML_20190416_030706_model_17 heat_type_individual 7.961615593674847e+19 0.121437342402492 0.028700569383410396 -2456 GBM_grid_1_AutoML_20190416_030706_model_17 heat_fuel_cogeneration 6.077120833387705e+19 0.09269342318558062 0.021907215448655815 -2457 GBM_grid_1_AutoML_20190416_030706_model_17 heat_fuel_gas 5.696526202846996e+19 0.08688826970614857 0.020535222230411876 -2458 GBM_grid_1_AutoML_20190416_030706_model_17 heat_type_district 4.308086668742623e+19 0.06571060731785879 0.015530081663855154 -2459 GBM_grid_1_AutoML_20190416_030706_model_17 room_count 2.852104575148622e+19 0.04350272828233488 0.01028145911902944 -2460 GBM_grid_1_AutoML_20190416_030706_model_17 front_door_structure_stairway 2.05458569066688e+19 0.03133829096333085 0.007406509203483055 -2461 GBM_grid_1_AutoML_20190416_030706_model_17 front_door_structure_corridor 1.7477124351592497e+19 0.02665759868865564 0.006300271774913043 -2462 GBM_grid_1_AutoML_20190416_030706_model_17 heat_type_central 5.640892123944321e+18 0.008603969134796725 0.002033466874690824 -2463 GBM_grid_1_AutoML_20190416_030706_model_17 front_door_structure_mixed 1.7884202588857958e+18 0.002727850908933716 0.000644701808608129 -2464 XGBoost_grid_1_AutoML_20190416_023643_model_2 supply_area 7.142137614806884e+20 1.0 0.26569619004551365 -2465 XGBoost_grid_1_AutoML_20190416_023643_model_2 exclusive_use_area 5.59679530851283e+20 0.7836302813473808 0.208207580158293 -2466 XGBoost_grid_1_AutoML_20190416_023643_model_2 city 4.8290656245038186e+20 0.6761372973957169 0.17964710386571237 -2467 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_parking_capacity_in_site 1.7632519649360033e+20 0.2468801442974828 0.06559511373772782 -2468 XGBoost_grid_1_AutoML_20190416_023643_model_2 apartment_building_count_in_sites 1.7487313745749423e+20 0.2448470568460513 0.06505493014785312 -2469 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_household_count_in_sites 1.2350279312352058e+20 0.17292132941750937 0.045944538403837436 -2470 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_fuel_cogeneration 1.034583003249781e+20 0.144856212390099 0.038487743736473026 -2471 XGBoost_grid_1_AutoML_20190416_023643_model_2 total_household_count_of_area_type 9.73705067521219e+19 0.13633244275531184 0.03622301061968444 -2472 XGBoost_grid_1_AutoML_20190416_023643_model_2 floor 7.082437300012135e+19 0.09916411139053131 0.026347526585713092 -2473 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_district 6.3988647637586805e+19 0.08959313176061925 0.023804553763042236 -2474 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_individual 5.421125807977477e+19 0.07590340735998348 0.02016724614702021 -2475 XGBoost_grid_1_AutoML_20190416_023643_model_2 bathroom_count 1.9241185205242823e+19 0.026940373096917825 0.007157954490255721 -2476 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_fuel_gas 1.394646936950145e+19 0.019527024151128104 0.005188255919881467 -2477 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_stairway 1.3233753837749142e+19 0.018529121884060713 0.004923117089483881 -2478 XGBoost_grid_1_AutoML_20190416_023643_model_2 room_count 7.004711503630696e+18 0.009807584061540232 0.002605837718702344 -2479 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_corridor 6.156046856662024e+18 0.008619333858674855 0.0022901241669802046 -2480 XGBoost_grid_1_AutoML_20190416_023643_model_2 front_door_structure_mixed 3.67726193839335e+18 0.005148685361046183 0.0013679860841730805 -2481 XGBoost_grid_1_AutoML_20190416_023643_model_2 heat_type_central 3.470820383941198e+18 0.004859638067944236 0.0012911873196529244 -2482 XGBoost_grid_1_AutoML_20190416_020809_model_1 supply_area 9.936604998779116e+20 1.0 0.26723330202346696 -2483 XGBoost_grid_1_AutoML_20190416_020809_model_1 city 7.252614432103491e+20 0.7298885719010266 0.19505053317830404 -2484 XGBoost_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 6.638427588671538e+20 0.6680780396812779 0.17853270055339268 -2485 XGBoost_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.965087115423588e+20 0.1977624264691042 0.0528487062415118 -2486 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.9485905707260183e+20 0.19610224729325926 0.052405051078400156 -2487 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 1.6926956880551058e+20 0.17034949947825065 0.04552305924361778 -2488 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.610068884563553e+20 0.16203410367639431 0.04330090856585564 -2489 XGBoost_grid_1_AutoML_20190416_020809_model_1 bathroom_count 1.073079368244265e+20 0.10799255564411701 0.028859207238730384 -2490 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 1.0565271442778646e+20 0.10632677301831735 0.02841405464718462 -2491 XGBoost_grid_1_AutoML_20190416_020809_model_1 room_count 7.641980526605946e+19 0.07690735948087798 0.02055220762398081 -2492 XGBoost_grid_1_AutoML_20190416_020809_model_1 floor 7.612403663818772e+19 0.07660970386519428 0.020472664130935826 -2493 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 7.118637620845032e+19 0.07164054142958969 0.01914473844497824 -2494 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_district 6.712478465349229e+19 0.06755303714069316 0.018052421176821334 -2495 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 3.829922695767025e+19 0.038543573949428374 0.010300126538291427 -2496 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 3.527826158575105e+19 0.03550333498220529 0.009487673440139986 -2497 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 2.034182053390241e+19 0.020471600246162302 0.005470693331486371 -2498 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_central 1.0963398665833546e+19 0.011033344554986928 0.002948477097791797 -2499 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 5.218579053564396e+18 0.00525187330502278 0.0014034754451101364 -2500 GBM_grid_1_AutoML_20190416_030706_model_22 supply_area 1.4692813464389288e+20 1.0 0.2951966734254329 -2501 GBM_grid_1_AutoML_20190416_030706_model_22 exclusive_use_area 9.654569710942945e+19 0.6570946901587333 0.19397216666037362 -2502 GBM_grid_1_AutoML_20190416_030706_model_22 city 7.7197124802525e+19 0.5254073700018469 0.15509850781775078 -2503 GBM_grid_1_AutoML_20190416_030706_model_22 heat_type_individual 5.223425261014981e+19 0.35550885292833156 0.10494503075773494 -2504 GBM_grid_1_AutoML_20190416_030706_model_22 total_household_count_in_sites 3.1965597978006127e+19 0.21755940790700556 0.06422281348655486 -2505 GBM_grid_1_AutoML_20190416_030706_model_22 apartment_building_count_in_sites 1.945289616917109e+19 0.13239735341579564 0.03908325829867424 -2506 GBM_grid_1_AutoML_20190416_030706_model_22 total_parking_capacity_in_site 1.4160243017243427e+19 0.0963752997447586 0.02844966788503171 -2507 GBM_grid_1_AutoML_20190416_030706_model_22 floor 1.2597206974011015e+19 0.08573720073791614 0.025309336446641417 -2508 GBM_grid_1_AutoML_20190416_030706_model_22 bathroom_count 8.788605348022845e+18 0.05981567362386811 0.017657387872467272 -2509 GBM_grid_1_AutoML_20190416_030706_model_22 total_household_count_of_area_type 7.654640523390484e+18 0.052097854110398266 0.015379113225993083 -2510 GBM_grid_1_AutoML_20190416_030706_model_22 heat_type_district 6.865344556519391e+18 0.046725867534892516 0.013793320659217704 -2511 GBM_grid_1_AutoML_20190416_030706_model_22 room_count 5.983046398612865e+18 0.04072090354317687 0.012020675264823734 -2512 GBM_grid_1_AutoML_20190416_030706_model_22 heat_fuel_cogeneration 4.717544249170592e+18 0.032107834626801876 0.009478125972725838 -2513 GBM_grid_1_AutoML_20190416_030706_model_22 front_door_structure_corridor 3.331749755213578e+18 0.0226760501879962 0.00669389458192464 -2514 GBM_grid_1_AutoML_20190416_030706_model_22 front_door_structure_mixed 3.0194279797856666e+18 0.020550373058936606 0.006066401764649724 -2515 GBM_grid_1_AutoML_20190416_030706_model_22 front_door_structure_stairway 2.850498188660441e+18 0.019400628719401788 0.005727001060329324 -2516 GBM_grid_1_AutoML_20190416_030706_model_22 heat_fuel_gas 1.9232372894424105e+18 0.01308964613280994 0.003864019994721576 -2517 GBM_grid_1_AutoML_20190416_030706_model_22 heat_type_central 1.5143946108922757e+18 0.010307043062669292 0.0030426048249526604 -2518 GBM_grid_1_AutoML_20190416_020809_model_9 supply_area 5.161849126606688e+21 1.0 0.31039952214470196 -2519 GBM_grid_1_AutoML_20190416_020809_model_9 city 3.194050809023051e+21 0.6187803499639993 0.19206912494135683 -2520 GBM_grid_1_AutoML_20190416_020809_model_9 exclusive_use_area 2.7288827292362306e+21 0.5286637912701163 0.16409698818545057 -2521 GBM_grid_1_AutoML_20190416_020809_model_9 apartment_building_count_in_sites 9.757618579526019e+20 0.18903339365791405 0.05867587506080785 -2522 GBM_grid_1_AutoML_20190416_020809_model_9 total_parking_capacity_in_site 8.490965703204348e+20 0.1644946509466495 0.05105906104919954 -2523 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_in_sites 5.399238225827526e+20 0.10459891588069126 0.03246745350622044 -2524 GBM_grid_1_AutoML_20190416_020809_model_9 floor 5.247033446921006e+20 0.10165026753446234 0.03155219446857822 -2525 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_gas 4.407400276423816e+20 0.08538413596216761 0.026503195001395086 -2526 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_cogeneration 4.2792376826530365e+20 0.0829012545251615 0.02573250978980644 -2527 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_of_area_type 3.6741671100293e+20 0.0711792812984566 0.02209401490164425 -2528 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_district 3.6620587602186496e+20 0.07094470741778586 0.02202120328117642 -2529 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_individual 3.303614451126465e+20 0.06400060075560954 0.01986575589151505 -2530 GBM_grid_1_AutoML_20190416_020809_model_9 bathroom_count 2.828930476433243e+20 0.05480459438172176 0.01701131990742065 -2531 GBM_grid_1_AutoML_20190416_020809_model_9 room_count 1.566226166269241e+20 0.0303423468577597 0.009418249965397408 -2532 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_stairway 1.4503402795295572e+20 0.028097300869446104 0.00872138876343199 -2533 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_corridor 5.13218822594678e+19 0.009942538226258839 0.0030861591143361757 -2534 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_central 4.594623357182909e+19 0.008901119045692326 0.002762903098336003 -2535 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_mixed 4.096028259139977e+19 0.007935195622101874 0.0024630809292251524 -2536 XGBoost_3_AutoML_20190416_023844 supply_area 8.528507428223131e+20 1.0 0.2782607124437403 -2537 XGBoost_3_AutoML_20190416_023844 city 5.908162575906437e+20 0.6927545793481674 0.1927663827980847 -2538 XGBoost_3_AutoML_20190416_023844 exclusive_use_area 5.6943942937812035e+20 0.6676894335504613 0.18579173747090874 -2539 XGBoost_3_AutoML_20190416_023844 heat_fuel_cogeneration 1.6062893793137708e+20 0.18834355165103403 0.05240861086660113 -2540 XGBoost_3_AutoML_20190416_023844 apartment_building_count_in_sites 1.5872280698127856e+20 0.18610854046514866 0.05178669506169694 -2541 XGBoost_3_AutoML_20190416_023844 total_parking_capacity_in_site 1.4746580462596837e+20 0.1729092761741219 0.04811385837634261 -2542 XGBoost_3_AutoML_20190416_023844 total_household_count_in_sites 1.1213017492152648e+20 0.13147690362613448 0.036584856872905164 -2543 XGBoost_3_AutoML_20190416_023844 heat_type_individual 8.040615064325902e+19 0.09427927608666128 0.026234218532554456 -2544 XGBoost_3_AutoML_20190416_023844 bathroom_count 7.619415029566774e+19 0.08934054515039846 0.024859963743662027 -2545 XGBoost_3_AutoML_20190416_023844 floor 7.396804386970036e+19 0.08673035052407899 0.024133649127325543 -2546 XGBoost_3_AutoML_20190416_023844 room_count 5.458682046549747e+19 0.06400512742107131 0.017810112356239683 -2547 XGBoost_3_AutoML_20190416_023844 heat_type_district 4.577500442701228e+19 0.053672937278017065 0.014935069765929216 -2548 XGBoost_3_AutoML_20190416_023844 total_household_count_of_area_type 4.359891258596917e+19 0.0511213866586885 0.014225073472758582 -2549 XGBoost_3_AutoML_20190416_023844 heat_fuel_gas 3.1259315688787935e+19 0.03665273900722937 0.010199017269166114 -2550 XGBoost_3_AutoML_20190416_023844 front_door_structure_stairway 2.728452837781956e+19 0.03199214939712393 0.008902158283850282 -2551 XGBoost_3_AutoML_20190416_023844 front_door_structure_mixed 1.6491135100361114e+19 0.019336484419052623 0.005380583930602867 -2552 XGBoost_3_AutoML_20190416_023844 front_door_structure_corridor 1.2761907218782093e+19 0.014963822598722844 0.00416384393720236 -2553 XGBoost_3_AutoML_20190416_023844 heat_type_central 1.0553964724905574e+19 0.012374925875047795 0.0034434556904292756 -2554 XGBoost_3_AutoML_20190416_023643 supply_area 7.678731658783894e+20 1.0 0.2515687703512406 -2555 XGBoost_3_AutoML_20190416_023643 city 5.765088141556968e+20 0.7507865097697664 0.1888744390590798 -2556 XGBoost_3_AutoML_20190416_023643 exclusive_use_area 5.4235713857204414e+20 0.7063108370919932 0.17768574877298815 -2557 XGBoost_3_AutoML_20190416_023643 apartment_building_count_in_sites 1.9678531348353516e+20 0.25627320009083465 0.06447033382082872 -2558 XGBoost_3_AutoML_20190416_023643 heat_fuel_cogeneration 1.515664464358985e+20 0.19738474160966132 0.04965583673283985 -2559 XGBoost_3_AutoML_20190416_023643 total_parking_capacity_in_site 1.5051802251639547e+20 0.1960193808103896 0.04931235459548128 -2560 XGBoost_3_AutoML_20190416_023643 bathroom_count 1.1053788857046034e+20 0.1439533160974746 0.036214158718625135 -2561 XGBoost_3_AutoML_20190416_023643 total_household_count_in_sites 1.0999466825368784e+20 0.143245881144788 0.036036190177474274 -2562 XGBoost_3_AutoML_20190416_023643 room_count 9.893387154933101e+19 0.1288414232266576 0.03241247841143402 -2563 XGBoost_3_AutoML_20190416_023643 heat_type_individual 8.06185586975593e+19 0.1049894204928202 0.026412059413268116 -2564 XGBoost_3_AutoML_20190416_023643 floor 6.969083808453545e+19 0.09075826735632095 0.0228319457180388 -2565 XGBoost_3_AutoML_20190416_023643 heat_type_district 6.750715081716767e+19 0.08791445490863657 0.02211653131746529 -2566 XGBoost_3_AutoML_20190416_023643 total_household_count_of_area_type 4.660924348142453e+19 0.06069914349475547 0.015270008890349138 -2567 XGBoost_3_AutoML_20190416_023643 front_door_structure_corridor 1.971480203793059e+19 0.025674555270307348 0.006458916298666183 -2568 XGBoost_3_AutoML_20190416_023643 front_door_structure_stairway 1.8862214333474013e+19 0.024564231661744623 0.006179593553768106 -2569 XGBoost_3_AutoML_20190416_023643 front_door_structure_mixed 1.7985420880531948e+19 0.023422384945511115 0.005892340579435641 -2570 XGBoost_3_AutoML_20190416_023643 heat_fuel_gas 1.7920539798888514e+19 0.023337890416301705 0.005871084394621023 -2571 XGBoost_3_AutoML_20190416_023643 heat_type_central 8.354890342062883e+18 0.010880560375495755 0.0027372091943958995 -2572 XGBoost_grid_1_AutoML_20190416_030706_model_6 supply_area 5.3463659662021965e+20 1.0 0.19984928004780614 -2573 XGBoost_grid_1_AutoML_20190416_030706_model_6 exclusive_use_area 4.623232121972059e+20 0.8647429209295567 0.17281825017420888 -2574 XGBoost_grid_1_AutoML_20190416_030706_model_6 city 4.541021725524178e+20 0.8493660468121496 0.1697451929524593 -2575 XGBoost_grid_1_AutoML_20190416_030706_model_6 apartment_building_count_in_sites 2.2551634396569403e+20 0.42181239629184997 0.08429890371416612 -2576 XGBoost_grid_1_AutoML_20190416_030706_model_6 total_parking_capacity_in_site 1.8805422358876127e+20 0.3517421455575104 0.07029541455213908 -2577 XGBoost_grid_1_AutoML_20190416_030706_model_6 total_household_count_in_sites 1.5332406415141005e+20 0.2867818348400945 0.05731314322358173 -2578 XGBoost_grid_1_AutoML_20190416_030706_model_6 room_count 1.3865807437269198e+20 0.259350136614737 0.05183093808275535 -2579 XGBoost_grid_1_AutoML_20190416_030706_model_6 total_household_count_of_area_type 9.151183381030817e+19 0.17116642292879516 0.03420748639067801 -2580 XGBoost_grid_1_AutoML_20190416_030706_model_6 floor 8.609324699458155e+19 0.16103133892971808 0.032181997150238416 -2581 XGBoost_grid_1_AutoML_20190416_030706_model_6 heat_type_individual 6.366280516767213e+19 0.11907678144392939 0.023797409041979252 -2582 XGBoost_grid_1_AutoML_20190416_030706_model_6 heat_fuel_cogeneration 6.034632185653232e+19 0.11287353360772545 0.02255769442795578 -2583 XGBoost_grid_1_AutoML_20190416_030706_model_6 heat_type_district 5.781147256548544e+19 0.10813227701012011 0.021610157710402447 -2584 XGBoost_grid_1_AutoML_20190416_030706_model_6 bathroom_count 5.344072472907586e+19 0.09995710182750098 0.01997635483589132 -2585 XGBoost_grid_1_AutoML_20190416_030706_model_6 heat_fuel_gas 4.87239297970796e+19 0.09113466998910057 0.018213198184716155 -2586 XGBoost_grid_1_AutoML_20190416_030706_model_6 front_door_structure_corridor 2.615953226953497e+19 0.048929557824709584 0.00977853690432571 -2587 XGBoost_grid_1_AutoML_20190416_030706_model_6 front_door_structure_stairway 2.2501967257319506e+19 0.04208834075252022 0.008411324597797906 -2588 XGBoost_grid_1_AutoML_20190416_030706_model_6 heat_type_central 4.2325230070016246e+18 0.007916635400116853 0.0015821338851143287 -2589 XGBoost_grid_1_AutoML_20190416_030706_model_6 front_door_structure_mixed 4.0999675344243917e+18 0.007668699749218277 0.0015325841237840644 -2590 DRF_1_AutoML_20190416_023643 supply_area 9.420495296232224e+20 1.0 0.2552046759557806 -2591 DRF_1_AutoML_20190416_023643 exclusive_use_area 6.239361514627913e+20 0.66231777825136 0.16902659397839087 -2592 DRF_1_AutoML_20190416_023643 city 5.895874785798133e+20 0.6258561360522327 0.15972141239614698 -2593 DRF_1_AutoML_20190416_023643 apartment_building_count_in_sites 2.1898886888702974e+20 0.23246003739805005 0.059324888516838 -2594 DRF_1_AutoML_20190416_023643 total_parking_capacity_in_site 2.100119106000991e+20 0.22293085872469406 0.05689299756137946 -2595 DRF_1_AutoML_20190416_023643 floor 2.0796896521913316e+20 0.22076224092199423 0.056339556157769505 -2596 DRF_1_AutoML_20190416_023643 total_household_count_in_sites 1.629814881945387e+20 0.1730073452292089 0.04415228347719012 -2597 DRF_1_AutoML_20190416_023643 room_count 1.5701237150873813e+20 0.1666710364703818 0.04253522785363788 -2598 DRF_1_AutoML_20190416_023643 heat_fuel_cogeneration 1.4121180887545754e+20 0.14989849730293472 0.03825479743045391 -2599 DRF_1_AutoML_20190416_023643 total_household_count_of_area_type 1.3200979375246069e+20 0.1401304173521096 0.03576193775189342 -2600 DRF_1_AutoML_20190416_023643 heat_fuel_gas 7.893278746985313e+19 0.08378836248814084 0.021383181897651465 -2601 DRF_1_AutoML_20190416_023643 bathroom_count 7.0413300786867995e+19 0.07474479692700463 0.019075221679136844 -2602 DRF_1_AutoML_20190416_023643 heat_type_individual 4.0361699665145496e+19 0.0428445621975825 0.01093413261210133 -2603 DRF_1_AutoML_20190416_023643 heat_type_district 3.601724774882581e+19 0.03823285996780986 0.009757204638947652 -2604 DRF_1_AutoML_20190416_023643 front_door_structure_stairway 3.3039451402436346e+19 0.03507188355122967 0.00895050867685044 -2605 DRF_1_AutoML_20190416_023643 front_door_structure_corridor 1.870319636479528e+19 0.01985372931747625 0.005066764556980307 -2606 DRF_1_AutoML_20190416_023643 front_door_structure_mixed 1.5643190633508635e+19 0.016605486380068795 0.004237797770713585 -2607 DRF_1_AutoML_20190416_023643 heat_type_central 1.2479775833629655e+19 0.013247473132990158 0.003380817088137663 -2608 XGBoost_grid_1_AutoML_20190416_023844_model_2 city 5.1678703689397384e+20 1.0 0.22795148050995037 -2609 XGBoost_grid_1_AutoML_20190416_023844_model_2 supply_area 5.157405481149357e+20 0.997975009618415 0.22748988095444966 -2610 XGBoost_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 4.987945230639311e+20 0.9651838909540331 0.22001509690732635 -2611 XGBoost_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 1.4163427642722117e+20 0.27406700694057745 0.06247397999103547 -2612 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 1.2155751955947323e+20 0.23521781871709851 0.05361825001888372 -2613 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 7.160015761835452e+19 0.13854867190301506 0.031582374882979644 -2614 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 6.39412762786157e+19 0.12372848332829633 0.028204090955935863 -2615 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 6.3299900359808385e+19 0.12248739972321568 0.0279211841107211 -2616 XGBoost_grid_1_AutoML_20190416_023844_model_2 bathroom_count 5.8767361586394825e+19 0.11371678736293801 0.025921910038216936 -2617 XGBoost_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 5.122437756831662e+19 0.09912086393689094 0.02259474768383964 -2618 XGBoost_grid_1_AutoML_20190416_023844_model_2 floor 4.721263347251544e+19 0.09135800649388537 0.020825192836718832 -2619 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_district 3.4037698009294176e+19 0.06586407084409412 0.015013812461323512 -2620 XGBoost_grid_1_AutoML_20190416_023844_model_2 room_count 2.7640994445591052e+19 0.05348623799025747 0.012192267136786743 -2621 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 2.370678131271087e+19 0.04587340552347224 0.01045691070510883 -2622 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 1.0293849960587723e+19 0.019918939961142353 0.004540551854331213 -2623 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 8.781315585930691e+18 0.01699213594580218 0.003873382545871953 -2624 XGBoost_grid_1_AutoML_20190416_023844_model_2 heat_type_central 8.595572887627235e+18 0.016632717684423533 0.003791452621068378 -2625 XGBoost_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 3.476435864702157e+18 0.006727018319957195 0.0015334337854518015 -2626 GBM_grid_1_AutoML_20190416_023844_model_51 supply_area 5.00439392459084e+20 1.0 0.3307831805305442 -2627 GBM_grid_1_AutoML_20190416_023844_model_51 city 2.587335050344813e+20 0.5170126671345829 0.17101909440935686 -2628 GBM_grid_1_AutoML_20190416_023844_model_51 exclusive_use_area 2.1050774636376097e+20 0.42064583551138435 0.13914256734738384 -2629 GBM_grid_1_AutoML_20190416_023844_model_51 total_parking_capacity_in_site 8.090046468282804e+19 0.16165886599233387 0.05347403385390522 -2630 GBM_grid_1_AutoML_20190416_023844_model_51 apartment_building_count_in_sites 7.620444172450372e+19 0.15227506641722696 0.05037003078499019 -2631 GBM_grid_1_AutoML_20190416_023844_model_51 room_count 6.839419281799224e+19 0.1366682836095565 0.04520756953001953 -2632 GBM_grid_1_AutoML_20190416_023844_model_51 total_household_count_in_sites 6.534581442216932e+19 0.13057687985166355 0.043192635621088 -2633 GBM_grid_1_AutoML_20190416_023844_model_51 floor 3.9624266012489155e+19 0.0791789507572165 0.026191065162543412 -2634 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_individual 3.77753536475001e+19 0.0754843727666555 0.024968960904107496 -2635 GBM_grid_1_AutoML_20190416_023844_model_51 heat_fuel_cogeneration 3.752031093032118e+19 0.07497473519411013 0.024800381366943076 -2636 GBM_grid_1_AutoML_20190416_023844_model_51 heat_fuel_gas 3.417262347918508e+19 0.06828523892027352 0.022587608513336178 -2637 GBM_grid_1_AutoML_20190416_023844_model_51 total_household_count_of_area_type 2.986119429509402e+19 0.05966995153670976 0.019737816351416287 -2638 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_district 2.5304670775032152e+19 0.050564905873394184 0.01672602038802892 -2639 GBM_grid_1_AutoML_20190416_023844_model_51 bathroom_count 2.109097058246433e+19 0.042144904858161684 0.013940825672139905 -2640 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_stairway 1.3733553340829139e+19 0.027442990195764808 0.009077679580223624 -2641 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_mixed 5.288045648451469e+18 0.010566805347730137 0.0034953214809693373 -2642 GBM_grid_1_AutoML_20190416_023844_model_51 heat_type_central 4.425180533932163e+18 0.008842590332842286 0.0029249801544262146 -2643 GBM_grid_1_AutoML_20190416_023844_model_51 front_door_structure_corridor 3.570771763342082e+18 0.007135273156247445 0.002360228348577744 -2644 XGBoost_3_AutoML_20190416_022142 supply_area 9.343426040233963e+20 1.0 0.30631707650558293 -2645 XGBoost_3_AutoML_20190416_022142 city 6.131125941833365e+20 0.6561967650230193 0.2010042746742722 -2646 XGBoost_3_AutoML_20190416_022142 exclusive_use_area 4.944941131853736e+20 0.5292428184865167 0.16211611292036465 -2647 XGBoost_3_AutoML_20190416_022142 apartment_building_count_in_sites 1.755396877945311e+20 0.187875076057364 0.057549344046155776 -2648 XGBoost_3_AutoML_20190416_022142 heat_fuel_cogeneration 1.4261622827175536e+20 0.1526380448217089 0.046755639653313995 -2649 XGBoost_3_AutoML_20190416_022142 total_parking_capacity_in_site 1.4002265626369222e+20 0.14986221934088964 0.04590535690713975 -2650 XGBoost_3_AutoML_20190416_022142 room_count 8.698132693438274e+19 0.09309361101573475 0.0285161627676878 -2651 XGBoost_3_AutoML_20190416_022142 heat_type_individual 7.436779990928065e+19 0.0795937160406082 0.02438091440577463 -2652 XGBoost_3_AutoML_20190416_022142 total_household_count_in_sites 7.193606721673311e+19 0.07699110252167395 0.023583689441380777 -2653 XGBoost_3_AutoML_20190416_022142 floor 6.644806603292174e+19 0.07111745279171477 0.021784490227681877 -2654 XGBoost_3_AutoML_20190416_022142 bathroom_count 6.327441807832305e+19 0.06772078871910098 0.02074403401908727 -2655 XGBoost_3_AutoML_20190416_022142 heat_fuel_gas 4.9812798152298725e+19 0.053313204319056604 0.016330744886158235 -2656 XGBoost_3_AutoML_20190416_022142 total_household_count_of_area_type 4.5199071440290185e+19 0.04837526539585942 0.014818169871241349 -2657 XGBoost_3_AutoML_20190416_022142 heat_type_district 4.380590664501428e+19 0.04688420120882914 0.014361431448588058 -2658 XGBoost_3_AutoML_20190416_022142 front_door_structure_stairway 2.1839309191444955e+19 0.023373984122528668 0.007159850482700895 -2659 XGBoost_3_AutoML_20190416_022142 front_door_structure_mixed 1.4788885491889471e+19 0.01582811853832489 0.004848422997243501 -2660 XGBoost_3_AutoML_20190416_022142 heat_type_central 6.117621124294509e+18 0.006547513832668301 0.0020056152956028184 -2661 XGBoost_3_AutoML_20190416_022142 front_door_structure_corridor 5.547390204874064e+18 0.005937212090068789 0.0018186694500234733 -2662 DRF_1_AutoML_20190416_022142 city 6.907008196699079e+20 1.0 0.18703113875544292 -2663 DRF_1_AutoML_20190416_022142 supply_area 6.894123679640149e+20 0.9981345733649067 0.1866822458876167 -2664 DRF_1_AutoML_20190416_022142 exclusive_use_area 6.538627117241566e+20 0.9466656084708911 0.17705594677292505 -2665 DRF_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.8671213531170655e+20 0.41510322146241097 0.07763722821116753 -2666 DRF_1_AutoML_20190416_022142 total_parking_capacity_in_site 1.930921506828588e+20 0.27955975320130544 0.05228637899143073 -2667 DRF_1_AutoML_20190416_022142 floor 1.8870745664096253e+20 0.2732115718802064 0.05109907140991955 -2668 DRF_1_AutoML_20190416_022142 total_household_count_in_sites 1.8712062386757016e+20 0.27091414768697797 0.05066938154685573 -2669 DRF_1_AutoML_20190416_022142 room_count 1.7962591280799783e+20 0.2600632686288727 0.04863992928012072 -2670 DRF_1_AutoML_20190416_022142 total_household_count_of_area_type 1.3600847125207738e+20 0.1969137249859889 0.03682899822070562 -2671 DRF_1_AutoML_20190416_022142 bathroom_count 1.174380189261035e+20 0.17002733395079533 0.03180040588836923 -2672 DRF_1_AutoML_20190416_022142 heat_fuel_gas 1.0129650213509608e+20 0.14665756757536003 0.027429531870722907 -2673 DRF_1_AutoML_20190416_022142 heat_type_district 1.0004770321654717e+20 0.14484955043829376 0.02709137636668805 -2674 DRF_1_AutoML_20190416_022142 heat_type_individual 5.821088995548437e+19 0.08427800908547332 0.01576261201129764 -2675 DRF_1_AutoML_20190416_022142 heat_fuel_cogeneration 4.5106725657696535e+19 0.06530573639575735 0.01221420624536127 -2676 DRF_1_AutoML_20190416_022142 front_door_structure_corridor 2.1063397029862965e+19 0.030495688480476034 0.005703643343634675 -2677 DRF_1_AutoML_20190416_022142 front_door_structure_stairway 1.9367923711553307e+19 0.028040973978877583 0.005244535295081218 -2678 DRF_1_AutoML_20190416_022142 heat_type_central 1.4095186013739549e+19 0.020407078741380043 0.0038167591756723004 -2679 DRF_1_AutoML_20190416_022142 front_door_structure_mixed 1.1103330212165714e+19 0.01607545538670722 0.0030066107269881705 -2680 XGBoost_3_AutoML_20190416_015849 supply_area 7.189425410894274e+20 1.0 0.23538451872135874 -2681 XGBoost_3_AutoML_20190416_015849 exclusive_use_area 6.47428193756551e+20 0.9005284243932633 0.21197044977071178 -2682 XGBoost_3_AutoML_20190416_015849 city 5.821097439797738e+20 0.8096749193582171 0.1905849412138889 -2683 XGBoost_3_AutoML_20190416_015849 apartment_building_count_in_sites 1.942425916892334e+20 0.27017818613834405 0.0635957623131838 -2684 XGBoost_3_AutoML_20190416_015849 heat_fuel_cogeneration 1.4375684404222414e+20 0.19995595729303572 0.04706653677288978 -2685 XGBoost_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.3955547817109671e+20 0.1941121441494137 0.045690993628580756 -2686 XGBoost_3_AutoML_20190416_015849 total_household_count_in_sites 1.1722167022212927e+20 0.16304734178687078 0.03837882007529946 -2687 XGBoost_3_AutoML_20190416_015849 heat_type_individual 1.0065613776698632e+20 0.14000581689666067 0.03295520182841115 -2688 XGBoost_3_AutoML_20190416_015849 bathroom_count 8.239188623520852e+19 0.11460148972455922 0.02697541650356611 -2689 XGBoost_3_AutoML_20190416_015849 room_count 7.511650575514495e+19 0.10448193209059442 0.024593429300222257 -2690 XGBoost_3_AutoML_20190416_015849 floor 7.289777045513018e+19 0.10139582273802686 0.023867006935546657 -2691 XGBoost_3_AutoML_20190416_015849 total_household_count_of_area_type 4.758216613647142e+19 0.06618354516116023 0.015578581925033015 -2692 XGBoost_3_AutoML_20190416_015849 heat_type_district 3.993024250631317e+19 0.055540241708059324 0.01307331306411948 -2693 XGBoost_3_AutoML_20190416_015849 heat_fuel_gas 2.8084708960049824e+19 0.03906391311535484 0.009195040388030774 -2694 XGBoost_3_AutoML_20190416_015849 front_door_structure_stairway 2.4306268037523177e+19 0.03380835970659272 0.007957964478294903 -2695 XGBoost_3_AutoML_20190416_015849 heat_type_central 1.6046617942414066e+19 0.02231975022384726 0.0052537236644212264 -2696 XGBoost_3_AutoML_20190416_015849 front_door_structure_corridor 1.534276007633512e+19 0.02134073197711453 0.0050232779255946144 -2697 XGBoost_3_AutoML_20190416_015849 front_door_structure_mixed 8.720184388693787e+18 0.012129181249283043 0.002855021490846618 -2698 XGBoost_3_AutoML_20190416_030706 supply_area 7.972628829904233e+20 1.0 0.26118794989476907 -2699 XGBoost_3_AutoML_20190416_030706 city 5.713157063885015e+20 0.7165963932066861 0.18716634284364014 -2700 XGBoost_3_AutoML_20190416_030706 exclusive_use_area 5.39323929038638e+20 0.6764693811101656 0.17668565081874738 -2701 XGBoost_3_AutoML_20190416_030706 total_parking_capacity_in_site 1.668677252370525e+20 0.2093007573752269 0.05466683573025798 -2702 XGBoost_3_AutoML_20190416_030706 apartment_building_count_in_sites 1.5646824519438434e+20 0.19625677870201796 0.05125990568213144 -2703 XGBoost_3_AutoML_20190416_030706 room_count 1.5432986220412744e+20 0.1935746232475509 0.050559358997680125 -2704 XGBoost_3_AutoML_20190416_030706 heat_fuel_cogeneration 1.1529497400654483e+20 0.14461349758826003 0.03777130296218977 -2705 XGBoost_3_AutoML_20190416_030706 total_household_count_in_sites 1.076592615758265e+20 0.13503608893971264 0.03526979923197124 -2706 XGBoost_3_AutoML_20190416_030706 heat_type_individual 8.915909882919308e+19 0.11183149338994634 0.029209038492190503 -2707 XGBoost_3_AutoML_20190416_030706 heat_fuel_gas 7.090093859183316e+19 0.08893043951311706 0.023227559179671807 -2708 XGBoost_3_AutoML_20190416_030706 heat_type_district 6.331541666789956e+19 0.07941598438699686 0.0207424981509147 -2709 XGBoost_3_AutoML_20190416_030706 bathroom_count 6.113524343969415e+19 0.07668141179529676 0.020028260741850126 -2710 XGBoost_3_AutoML_20190416_030706 floor 5.692380164400978e+19 0.0713990364514355 0.018648567955212324 -2711 XGBoost_3_AutoML_20190416_030706 total_household_count_of_area_type 3.8429347561747775e+19 0.04820160123045561 0.012589677407027879 -2712 XGBoost_3_AutoML_20190416_030706 front_door_structure_stairway 2.023469731503145e+19 0.025380207390483158 0.006629004336224362 -2713 XGBoost_3_AutoML_20190416_030706 front_door_structure_corridor 1.7316905716216234e+19 0.0217204463993895 0.0056731188658557625 -2714 XGBoost_3_AutoML_20190416_030706 front_door_structure_mixed 1.4678436250344489e+19 0.018411036765298414 0.004808740948165513 -2715 XGBoost_3_AutoML_20190416_030706 heat_type_central 1.183247574617188e+19 0.014841372900479065 0.0038763877614999094 -2716 GBM_grid_1_AutoML_20190416_023844_model_26 supply_area 8.67518263121217e+20 1.0 0.2538077963087307 -2717 GBM_grid_1_AutoML_20190416_023844_model_26 city 6.974125201208293e+20 0.8039168162427273 0.2040403555460974 -2718 GBM_grid_1_AutoML_20190416_023844_model_26 exclusive_use_area 6.523628019420097e+20 0.7519873986224727 0.1908602644963048 -2719 GBM_grid_1_AutoML_20190416_023844_model_26 apartment_building_count_in_sites 1.6972805635820015e+20 0.1956478192718858 0.04965694186200615 -2720 GBM_grid_1_AutoML_20190416_023844_model_26 total_parking_capacity_in_site 1.6800178791821974e+20 0.1936579263631538 0.04915189152795051 -2721 GBM_grid_1_AutoML_20190416_023844_model_26 heat_fuel_gas 1.5791514971997943e+20 0.18203092249818628 0.04620086729931001 -2722 GBM_grid_1_AutoML_20190416_023844_model_26 total_household_count_in_sites 1.2938608632970346e+20 0.14914508642641053 0.03785418571616244 -2723 GBM_grid_1_AutoML_20190416_023844_model_26 bathroom_count 1.1731778513058293e+20 0.13523379289847906 0.034323390962034246 -2724 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_individual 8.277569495813954e+19 0.09541665977189163 0.024217492147843734 -2725 GBM_grid_1_AutoML_20190416_023844_model_26 room_count 7.855861046878142e+19 0.09055556961548894 0.0229837095675891 -2726 GBM_grid_1_AutoML_20190416_023844_model_26 floor 7.572237184642161e+19 0.08728619911007111 0.02215391784429224 -2727 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_district 6.837210143036696e+19 0.07881344328633855 0.020003466360008715 -2728 GBM_grid_1_AutoML_20190416_023844_model_26 heat_fuel_cogeneration 5.048285373240495e+19 0.05819226623630292 0.014769650855646998 -2729 GBM_grid_1_AutoML_20190416_023844_model_26 total_household_count_of_area_type 4.077926339504924e+19 0.04700680680580809 0.011930694046892397 -2730 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_stairway 3.1385669366028698e+19 0.036178684300094355 0.009182432135556222 -2731 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_corridor 1.7336842061051068e+19 0.019984411623422637 0.005072199474667483 -2732 GBM_grid_1_AutoML_20190416_023844_model_26 heat_type_central 7.161506259798065e+18 0.00825516483541442 0.0020952251950418594 -2733 GBM_grid_1_AutoML_20190416_023844_model_26 front_door_structure_mixed 5.795304238414299e+18 0.006680325342735211 0.00169551865386499 -2734 XGBoost_grid_1_AutoML_20190416_030706_model_5 city 5.708318157191638e+20 1.0 0.2293953285073597 -2735 XGBoost_grid_1_AutoML_20190416_030706_model_5 supply_area 5.543192269479215e+20 0.9710727602832738 0.22275955484973017 -2736 XGBoost_grid_1_AutoML_20190416_030706_model_5 exclusive_use_area 5.054543969347657e+20 0.8854699107791807 0.20312266106657265 -2737 XGBoost_grid_1_AutoML_20190416_030706_model_5 total_parking_capacity_in_site 1.6124098767604836e+20 0.2824667147764154 0.06479654482853049 -2738 XGBoost_grid_1_AutoML_20190416_030706_model_5 apartment_building_count_in_sites 1.5844106812177724e+20 0.27756173317383315 0.06367136496248357 -2739 XGBoost_grid_1_AutoML_20190416_030706_model_5 total_household_count_in_sites 1.2823849525746808e+20 0.22465197581166094 0.051534113791143386 -2740 XGBoost_grid_1_AutoML_20190416_030706_model_5 total_household_count_of_area_type 9.555240710098964e+19 0.16739152315924738 0.03839883344446286 -2741 XGBoost_grid_1_AutoML_20190416_030706_model_5 floor 7.028942101078973e+19 0.12313507950189398 0.028246612013116824 -2742 XGBoost_grid_1_AutoML_20190416_030706_model_5 room_count 5.3418756486752895e+19 0.09358055212716752 0.021466941497111692 -2743 XGBoost_grid_1_AutoML_20190416_030706_model_5 heat_type_individual 4.477321739271301e+19 0.07843504191563913 0.017992632206726568 -2744 XGBoost_grid_1_AutoML_20190416_030706_model_5 bathroom_count 4.042533500011466e+19 0.07081829338679153 0.016245385675793624 -2745 XGBoost_grid_1_AutoML_20190416_030706_model_5 heat_fuel_cogeneration 3.441717685543502e+19 0.06029302485894984 0.013830938244221203 -2746 XGBoost_grid_1_AutoML_20190416_030706_model_5 heat_fuel_gas 2.542196887450655e+19 0.04453495438490692 0.010216110491186002 -2747 XGBoost_grid_1_AutoML_20190416_030706_model_5 heat_type_district 1.2571324470293168e+19 0.02202281674586613 0.005051931282075343 -2748 XGBoost_grid_1_AutoML_20190416_030706_model_5 front_door_structure_corridor 1.1843758934496117e+19 0.02074824599531953 0.004759550706047834 -2749 XGBoost_grid_1_AutoML_20190416_030706_model_5 heat_type_central 1.003145151061898e+19 0.017573392432551842 0.004031254130053979 -2750 XGBoost_grid_1_AutoML_20190416_030706_model_5 front_door_structure_stairway 7.246040012276367e+18 0.012693826469968965 0.002911904493093949 -2751 XGBoost_grid_1_AutoML_20190416_030706_model_5 front_door_structure_mixed 3.902682437930451e+18 0.006836834126026503 0.0015683378102901771 -2752 GBM_grid_1_AutoML_20190416_030706_model_40 supply_area 4.124301892784981e+20 1.0 0.2342537649969173 -2753 GBM_grid_1_AutoML_20190416_030706_model_40 city 3.811489251385965e+20 0.9241537963197486 0.21648650622409538 -2754 GBM_grid_1_AutoML_20190416_030706_model_40 exclusive_use_area 2.1197468838926064e+20 0.5139650149279502 0.12039823982356915 -2755 GBM_grid_1_AutoML_20190416_030706_model_40 total_parking_capacity_in_site 1.5527802825536333e+20 0.3764953010035599 0.08819544176373156 -2756 GBM_grid_1_AutoML_20190416_030706_model_40 room_count 8.404038841677958e+19 0.20376876039021083 0.0477335993101616 -2757 GBM_grid_1_AutoML_20190416_030706_model_40 apartment_building_count_in_sites 7.506887491142969e+19 0.18201595533720397 0.04263792282725077 -2758 GBM_grid_1_AutoML_20190416_030706_model_40 total_household_count_in_sites 6.808630317393589e+19 0.16508564344682305 0.03867193352435697 -2759 GBM_grid_1_AutoML_20190416_030706_model_40 bathroom_count 6.709713853312349e+19 0.16268726266256758 0.03811010379574887 -2760 GBM_grid_1_AutoML_20190416_030706_model_40 heat_fuel_gas 5.378017475489589e+19 0.1303982495776521 0.030546280912572683 -2761 GBM_grid_1_AutoML_20190416_030706_model_40 floor 4.763725606706951e+19 0.11550380477822374 0.027057201140767834 -2762 GBM_grid_1_AutoML_20190416_030706_model_40 total_household_count_of_area_type 4.574825990617825e+19 0.11092364500816458 0.025984281470344064 -2763 GBM_grid_1_AutoML_20190416_030706_model_40 front_door_structure_stairway 4.1962003655001375e+19 0.1017432883087665 0.023833748349495393 -2764 GBM_grid_1_AutoML_20190416_030706_model_40 heat_type_individual 3.674761154171555e+19 0.08910019803836744 0.020872056852458517 -2765 GBM_grid_1_AutoML_20190416_030706_model_40 heat_type_district 3.2457154442412687e+19 0.07869732935698272 0.01843514569707563 -2766 GBM_grid_1_AutoML_20190416_030706_model_40 heat_fuel_cogeneration 2.3360773799542784e+19 0.05664176485336809 0.013268546672971539 -2767 GBM_grid_1_AutoML_20190416_030706_model_40 front_door_structure_corridor 1.2306413636254958e+19 0.029838779886078887 0.006989846531228266 -2768 GBM_grid_1_AutoML_20190416_030706_model_40 front_door_structure_mixed 7.158055992310104e+18 0.017355800274544274 0.004065661558846527 -2769 GBM_grid_1_AutoML_20190416_030706_model_40 heat_type_central 4.330612088582963e+18 0.010500230587287752 0.002459718548407948 -2770 GBM_grid_1_AutoML_20190416_030706_model_35 supply_area 6.882892405856929e+21 1.0 0.2854635497255805 -2771 GBM_grid_1_AutoML_20190416_030706_model_35 city 5.282163916551798e+21 0.7674337480645481 0.21907436190171276 -2772 GBM_grid_1_AutoML_20190416_030706_model_35 exclusive_use_area 4.509182683533552e+21 0.6551290384397855 0.18701546084132747 -2773 GBM_grid_1_AutoML_20190416_030706_model_35 heat_type_district 1.29211313239008e+21 0.18772821892298786 0.053589563757417004 -2774 GBM_grid_1_AutoML_20190416_030706_model_35 apartment_building_count_in_sites 1.2457976916097368e+21 0.18099915241296488 0.051668660545126324 -2775 GBM_grid_1_AutoML_20190416_030706_model_35 total_parking_capacity_in_site 1.244811966241296e+21 0.18085593858506865 0.051627778217445276 -2776 GBM_grid_1_AutoML_20190416_030706_model_35 total_household_count_in_sites 6.855258318543383e+20 0.09959851054347399 0.02843174436712074 -2777 GBM_grid_1_AutoML_20190416_030706_model_35 total_household_count_of_area_type 6.512490054591657e+20 0.094618507316051 0.02701013496817573 -2778 GBM_grid_1_AutoML_20190416_030706_model_35 floor 6.403168692074447e+20 0.09303020175973889 0.02655673162602201 -2779 GBM_grid_1_AutoML_20190416_030706_model_35 heat_type_individual 4.879578420136871e+20 0.07089430042498765 0.020237738654628704 -2780 GBM_grid_1_AutoML_20190416_030706_model_35 bathroom_count 3.889567595175734e+20 0.05651065519876419 0.016131732230357555 -2781 GBM_grid_1_AutoML_20190416_030706_model_35 heat_fuel_cogeneration 3.62501383853376e+20 0.052667013005304145 0.015034512485937436 -2782 GBM_grid_1_AutoML_20190416_030706_model_35 room_count 2.0376920023693577e+20 0.029605170068260897 0.008451196937915262 -2783 GBM_grid_1_AutoML_20190416_030706_model_35 front_door_structure_stairway 1.3194150088623627e+20 0.0191694847320237 0.005472189158013804 -2784 GBM_grid_1_AutoML_20190416_030706_model_35 heat_type_central 5.921837685806203e+19 0.008603705152745195 0.0024560442136949113 -2785 GBM_grid_1_AutoML_20190416_030706_model_35 front_door_structure_corridor 2.6599418284505825e+19 0.0038645698226913027 0.0011031938197478164 -2786 GBM_grid_1_AutoML_20190416_030706_model_35 front_door_structure_mixed 1.6284918396036841e+19 0.0023659992682987974 0.0006754065497767008 -2787 GBM_grid_1_AutoML_20190416_030706_model_35 heat_fuel_gas 0.0 0.0 0.0 -2788 GBM_grid_1_AutoML_20190416_022142_model_34 city 3.9895869134000987e+20 1.0 0.19327837501244322 -2789 GBM_grid_1_AutoML_20190416_022142_model_34 exclusive_use_area 3.768389099264588e+20 0.944556211222631 0.18256228961302018 -2790 GBM_grid_1_AutoML_20190416_022142_model_34 supply_area 2.9804530303649605e+20 0.7470580526405651 0.14439016645432867 -2791 GBM_grid_1_AutoML_20190416_022142_model_34 room_count 1.8994343085588506e+20 0.4760979895384885 0.09201944576469023 -2792 GBM_grid_1_AutoML_20190416_022142_model_34 apartment_building_count_in_sites 1.5208611961165054e+20 0.381207686191341 0.07367920212931577 -2793 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_in_sites 1.0364171645667718e+20 0.2597805705361842 0.05020996653303907 -2794 GBM_grid_1_AutoML_20190416_022142_model_34 total_parking_capacity_in_site 9.139439717236867e+19 0.22908235653519932 0.04427666561514447 -2795 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_district 7.707526372979533e+19 0.19319108820744665 0.037339659595620876 -2796 GBM_grid_1_AutoML_20190416_022142_model_34 bathroom_count 7.038451997049933e+19 0.17642057059615376 0.03409828120359262 -2797 GBM_grid_1_AutoML_20190416_022142_model_34 floor 6.524578525232077e+19 0.16354020270413283 0.03160878462786036 -2798 GBM_grid_1_AutoML_20190416_022142_model_34 total_household_count_of_area_type 5.372384017713516e+19 0.1346601574130124 0.026026896403706846 -2799 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_gas 4.528168434595476e+19 0.1134996813676726 0.02193703397917384 -2800 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_individual 4.111756553072987e+19 0.10306221276349561 0.019919697008115116 -2801 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_corridor 3.4866811140497736e+19 0.08739453957849168 0.016891474594691525 -2802 GBM_grid_1_AutoML_20190416_022142_model_34 heat_fuel_cogeneration 2.9559809361827594e+19 0.07409240606475583 0.014320459844958099 -2803 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_stairway 1.7376999524232331e+19 0.04355588661539623 0.008418410987250009 -2804 GBM_grid_1_AutoML_20190416_022142_model_34 heat_type_central 1.0127109022235492e+19 0.025383853622090242 0.0049061499796313225 -2805 GBM_grid_1_AutoML_20190416_022142_model_34 front_door_structure_mixed 8.498256212964409e+18 0.021301093064098275 0.00411704065341774 -2806 XGBoost_grid_1_AutoML_20190416_022142_model_12 supply_area 6.338901621704428e+20 1.0 0.27969038090802445 -2807 XGBoost_grid_1_AutoML_20190416_022142_model_12 city 4.91786288725045e+20 0.7758225605539713 0.2169901074783791 -2808 XGBoost_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4533447331848546e+20 0.7025420173641096 0.19649424444045974 -2809 XGBoost_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 1.4415544779361852e+20 0.22741392183786163 0.06360548642261922 -2810 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 1.0960470226564127e+20 0.1729080348720893 0.048360714135432636 -2811 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 9.521712642326213e+19 0.15021076537493225 0.04201250618420069 -2812 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 7.912573856638829e+19 0.12482562956248035 0.03491252787941409 -2813 XGBoost_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 5.968109093344877e+19 0.0941505240105012 0.02633299592318718 -2814 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 4.928988361626799e+19 0.07775776713034827 0.021748099507244573 -2815 XGBoost_grid_1_AutoML_20190416_022142_model_12 floor 4.649545282404273e+19 0.07334938385041676 0.020515117108491958 -2816 XGBoost_grid_1_AutoML_20190416_022142_model_12 room_count 2.619830764660012e+19 0.041329411955056995 0.011559438972414552 -2817 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_district 2.604518086122301e+19 0.041087845206564166 0.011491875076513879 -2818 XGBoost_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.5431835911347765e+19 0.024344652799956838 0.006808965214693532 -2819 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.2569823636921254e+19 0.019829655651827944 0.0055461639425347185 -2820 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 1.2484096914326815e+19 0.01969441657144703 0.00550833887262933 -2821 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 1.2315206430742282e+19 0.019427981637347012 0.00543381958442369 -2822 XGBoost_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 4.0105398556908585e+18 0.0063268687464067145 0.0017695643296375691 -2823 XGBoost_grid_1_AutoML_20190416_022142_model_12 heat_type_central 2.7642233595195556e+18 0.004360729231157086 0.0012196540196990821 -2824 XRT_1_AutoML_20190416_022142 supply_area 1.031970088633162e+21 1.0 0.2345458123006512 -2825 XRT_1_AutoML_20190416_022142 exclusive_use_area 7.63839770199614e+20 0.7401762692669853 0.17360524432089058 -2826 XRT_1_AutoML_20190416_022142 city 7.005793247150568e+20 0.6788756112524247 0.15922743169230105 -2827 XRT_1_AutoML_20190416_022142 apartment_building_count_in_sites 2.7749762973661816e+20 0.26890084586091256 0.06306956732077994 -2828 XRT_1_AutoML_20190416_022142 floor 2.384029896791357e+20 0.23101734469348717 0.05418415076667348 -2829 XRT_1_AutoML_20190416_022142 total_parking_capacity_in_site 2.362810026062722e+20 0.22896109607132598 0.05370186626329659 -2830 XRT_1_AutoML_20190416_022142 total_household_count_in_sites 2.1958524399393545e+20 0.2127825664838549 0.04990725989937307 -2831 XRT_1_AutoML_20190416_022142 room_count 1.9452716289068787e+20 0.18850077636294468 0.04421206771135025 -2832 XRT_1_AutoML_20190416_022142 total_household_count_of_area_type 1.526256015888886e+20 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0.005166459897738146 -2841 XRT_1_AutoML_20190416_022142 heat_type_central 1.494011891824355e+19 0.014477279024658209 0.0033955851687416387 -2842 GBM_grid_1_AutoML_20190416_021340_model_14 exclusive_use_area 7.65498924449835e+20 1.0 0.20264853791401577 -2843 GBM_grid_1_AutoML_20190416_021340_model_14 supply_area 6.75052992395865e+20 0.8818470814717687 0.17870502172399588 -2844 GBM_grid_1_AutoML_20190416_021340_model_14 city 6.54089017605432e+20 0.8544610537180396 0.17315528324043 -2845 GBM_grid_1_AutoML_20190416_021340_model_14 apartment_building_count_in_sites 2.7845066882338836e+20 0.36375056832837643 0.07371352083713777 -2846 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_in_sites 1.9984239561340355e+20 0.26106162821460593 0.05290375726314226 -2847 GBM_grid_1_AutoML_20190416_021340_model_14 bathroom_count 1.819686994079048e+20 0.23771254745875173 0.04817210018633212 -2848 GBM_grid_1_AutoML_20190416_021340_model_14 total_parking_capacity_in_site 1.6458390764476642e+20 0.21500214094102493 0.04356986951008185 -2849 GBM_grid_1_AutoML_20190416_021340_model_14 room_count 1.470508489376457e+20 0.1920980477449153 0.038928388511643874 -2850 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_district 1.2541370914822318e+20 0.16383263926642114 0.03320044480993461 -2851 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_individual 1.2219295811549056e+20 0.15962525120895601 0.03234782377165241 -2852 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_cogeneration 1.1697978646011157e+20 0.15281508924938736 0.03096775440758818 -2853 GBM_grid_1_AutoML_20190416_021340_model_14 floor 1.1015358726632007e+20 0.14389776882506738 0.029160672461488943 -2854 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_of_area_type 1.0095728080769463e+20 0.131884288250637 0.026726158187822195 -2855 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_gas 6.789740707628397e+19 0.08869693334328578 0.017974303859473777 -2856 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_stairway 3.137398595547195e+19 0.04098501637741748 0.008305553645265642 -2857 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_corridor 1.5780108418469069e+19 0.020614148386701198 0.004177427030907565 -2858 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_central 1.4619032935630635e+19 0.019097391869149067 0.003870058540254071 -2859 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_mixed 5.565438688244007e+18 0.007270341617062225 0.0014733240988330809 -2860 XGBoost_grid_1_AutoML_20190416_021340_model_12 supply_area 8.449281370215825e+20 1.0 0.2766229284564075 -2861 XGBoost_grid_1_AutoML_20190416_021340_model_12 city 7.002564025480255e+20 0.8287762850654581 0.22925852301002939 -2862 XGBoost_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 6.122282701752558e+20 0.7245921201457365 0.20043879421115068 -2863 XGBoost_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 1.756448890670767e+20 0.20788145331061464 0.05750477638655617 -2864 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 1.4995802805022962e+20 0.17748021574809877 0.0490950970233141 -2865 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_district 1.1544001278438801e+20 0.13662701918215236 0.03779416615243675 -2866 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 1.1098303245003522e+20 0.13135203763157471 0.03633498530836244 -2867 XGBoost_grid_1_AutoML_20190416_021340_model_12 floor 7.086515608541882e+19 0.08387122286544077 0.02320070328225823 -2868 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 5.816776271139648e+19 0.06884344379445216 0.019043675027445448 -2869 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 5.198342761957504e+19 0.06152408156606009 0.01701897161339442 -2870 XGBoost_grid_1_AutoML_20190416_021340_model_12 bathroom_count 5.118968137939052e+19 0.060584657009810236 0.016759105241580724 -2871 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 3.1641283829254062e+19 0.0374484911116717 0.010359111277584373 -2872 XGBoost_grid_1_AutoML_20190416_021340_model_12 room_count 2.70076449616665e+19 0.03196442842685996 0.00884209379787324 -2873 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.968197501877171e+19 0.02329425918771239 0.006443726192727577 -2874 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 1.621753482592859e+19 0.0191939812575023 0.0053094953041876855 -2875 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 1.319639902970708e+19 0.015618368535133771 0.004320398841900115 -2876 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_central 5.050360371584434e+18 0.005977266172466724 0.0016534488727911673 -2877 GBM_grid_1_AutoML_20190416_030706_model_9 supply_area 2.85280011740826e+21 1.0 0.15981234591048676 -2878 GBM_grid_1_AutoML_20190416_030706_model_9 exclusive_use_area 2.3599928837583132e+21 0.8272549027733296 0.13220554667815745 -2879 GBM_grid_1_AutoML_20190416_030706_model_9 total_parking_capacity_in_site 1.86005124461117e+21 0.652008962443891 0.10419908184282069 -2880 GBM_grid_1_AutoML_20190416_030706_model_9 city 1.7459251042415091e+21 0.6120040074268029 0.09780579613349635 -2881 GBM_grid_1_AutoML_20190416_030706_model_9 total_household_count_in_sites 1.587657213599153e+21 0.5565259212908066 0.08893971304147871 -2882 GBM_grid_1_AutoML_20190416_030706_model_9 apartment_building_count_in_sites 1.4894203356648089e+21 0.5220906738527241 0.08343653536639067 -2883 GBM_grid_1_AutoML_20190416_030706_model_9 total_household_count_of_area_type 1.1225720281929739e+21 0.393498311130476 0.06288588821357598 -2884 GBM_grid_1_AutoML_20190416_030706_model_9 room_count 9.744964871947991e+20 0.34159297780740394 0.05459077512995007 -2885 GBM_grid_1_AutoML_20190416_030706_model_9 floor 9.253444823366542e+20 0.32436358814276844 0.05183730594903877 -2886 GBM_grid_1_AutoML_20190416_030706_model_9 bathroom_count 8.90600055636421e+20 0.3121845271254132 0.04989094163686828 -2887 GBM_grid_1_AutoML_20190416_030706_model_9 heat_fuel_gas 3.6664659546664967e+20 0.12852165604919577 0.020539347353522676 -2888 GBM_grid_1_AutoML_20190416_030706_model_9 heat_fuel_cogeneration 3.574894404180661e+20 0.12531177289169548 0.020026368396023998 -2889 GBM_grid_1_AutoML_20190416_030706_model_9 heat_type_individual 3.550102440075707e+20 0.12444273324346815 0.01988748513115156 -2890 GBM_grid_1_AutoML_20190416_030706_model_9 heat_type_district 3.1340796097475903e+20 0.10985976867509631 0.01755694735315055 -2891 GBM_grid_1_AutoML_20190416_030706_model_9 front_door_structure_stairway 2.3515830447728964e+20 0.08243069784045319 0.01317344319692132 -2892 GBM_grid_1_AutoML_20190416_030706_model_9 front_door_structure_corridor 2.2630581090662325e+20 0.07932760852247153 0.012677531213444898 -2893 GBM_grid_1_AutoML_20190416_030706_model_9 heat_type_central 1.0520376183993296e+20 0.036877368729047 0.005893458807595026 -2894 GBM_grid_1_AutoML_20190416_030706_model_9 front_door_structure_mixed 8.285492136799057e+19 0.02904336720347005 0.004641488645926242 -2895 GBM_grid_1_AutoML_20190416_022142_model_20 supply_area 1.6819621675838262e+20 1.0 0.2991790988893515 -2896 GBM_grid_1_AutoML_20190416_022142_model_20 city 1.1309807060941118e+20 0.6724174466532675 0.2011732457672032 -2897 GBM_grid_1_AutoML_20190416_022142_model_20 exclusive_use_area 8.156116561800515e+19 0.4849167667972548 0.1450769613267405 -2898 GBM_grid_1_AutoML_20190416_022142_model_20 total_parking_capacity_in_site 3.701067409670747e+19 0.22004462888647533 0.06583275378569746 -2899 GBM_grid_1_AutoML_20190416_022142_model_20 apartment_building_count_in_sites 3.0300699879041663e+19 0.18015090031762873 0.05389738402113356 -2900 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_district 2.904752930226071e+19 0.17270025368042669 0.05166830627407247 -2901 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_in_sites 2.618917510301981e+19 0.15570608904147415 0.046584007411013366 -2902 GBM_grid_1_AutoML_20190416_022142_model_20 total_household_count_of_area_type 1.8931648492768068e+19 0.11255692225208475 0.033674678573137516 -2903 GBM_grid_1_AutoML_20190416_022142_model_20 floor 1.7687705017567412e+19 0.10516113476545176 0.03146201353730952 -2904 GBM_grid_1_AutoML_20190416_022142_model_20 bathroom_count 1.129794706881695e+19 0.06717123183006361 0.020096228610206157 -2905 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_gas 9.82818039794552e+18 0.058432826774361436 0.017481880459911028 -2906 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_individual 7.08418200506309e+18 0.042118557370643274 0.01260099204066851 -2907 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_corridor 3.570898482057183e+18 0.021230551738193097 0.0063517373379563665 -2908 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_stairway 3.0000391917414646e+18 0.01783654382697016 0.0053363211094533585 -2909 GBM_grid_1_AutoML_20190416_022142_model_20 room_count 2.474509467304067e+18 0.014712039991117943 0.00440153486736677 -2910 GBM_grid_1_AutoML_20190416_022142_model_20 heat_fuel_cogeneration 1.908413261359874e+18 0.01134635069765778 0.00339459097740782 -2911 GBM_grid_1_AutoML_20190416_022142_model_20 heat_type_central 6.535104040093614e+17 0.0038854048955699327 0.0011624319354768874 -2912 GBM_grid_1_AutoML_20190416_022142_model_20 front_door_structure_mixed 3.518386012873032e+17 0.0020918342164183553 0.0006258330758939563 -2913 XGBoost_grid_1_AutoML_20190416_030706_model_14 supply_area 7.539199587016329e+20 1.0 0.24963193954925916 -2914 XGBoost_grid_1_AutoML_20190416_030706_model_14 city 6.275445199267336e+20 0.8323755230030819 0.20778751624058833 -2915 XGBoost_grid_1_AutoML_20190416_030706_model_14 exclusive_use_area 5.953399123101048e+20 0.7896593072497675 0.19712418445188384 -2916 XGBoost_grid_1_AutoML_20190416_030706_model_14 apartment_building_count_in_sites 1.6507671755242865e+20 0.21895788226208568 0.05465888082868278 -2917 XGBoost_grid_1_AutoML_20190416_030706_model_14 total_parking_capacity_in_site 1.364047528349139e+20 0.18092736670590873 0.045165249468336055 -2918 XGBoost_grid_1_AutoML_20190416_030706_model_14 heat_fuel_cogeneration 1.2390962122189072e+20 0.16435381474086758 0.041027961546082396 -2919 XGBoost_grid_1_AutoML_20190416_030706_model_14 bathroom_count 1.2362647498750584e+20 0.16397824936271724 0.040934208432307176 -2920 XGBoost_grid_1_AutoML_20190416_030706_model_14 total_household_count_in_sites 1.0693066359861097e+20 0.14183291258499398 0.035406025060512575 -2921 XGBoost_grid_1_AutoML_20190416_030706_model_14 heat_type_district 7.580462411227228e+19 0.10054731041053694 0.025099820114243755 -2922 XGBoost_grid_1_AutoML_20190416_030706_model_14 floor 7.0980266156753945e+19 0.09414827839150587 0.023502417340095217 -2923 XGBoost_grid_1_AutoML_20190416_030706_model_14 heat_type_individual 6.692174883630717e+19 0.08876505796657354 0.022158593584398173 -2924 XGBoost_grid_1_AutoML_20190416_030706_model_14 heat_fuel_gas 4.789438345829469e+19 0.06352714622488076 0.015858404726146382 -2925 XGBoost_grid_1_AutoML_20190416_030706_model_14 room_count 4.526871890484003e+19 0.0600444627872696 0.014989015704779425 -2926 XGBoost_grid_1_AutoML_20190416_030706_model_14 total_household_count_of_area_type 3.677370075361942e+19 0.048776664325148565 0.012176213320229994 -2927 XGBoost_grid_1_AutoML_20190416_030706_model_14 front_door_structure_stairway 1.7837145140456587e+19 0.023659202723820865 0.005906092664136518 -2928 XGBoost_grid_1_AutoML_20190416_030706_model_14 front_door_structure_corridor 1.6219748142835302e+19 0.021513886130257412 0.005370553121938064 -2929 XGBoost_grid_1_AutoML_20190416_030706_model_14 front_door_structure_mixed 5.100678421717975e+18 0.006765543693129088 0.001688895794221072 -2930 XGBoost_grid_1_AutoML_20190416_030706_model_14 heat_type_central 4.572555773984375e+18 0.006065041416145853 0.0015140280521590747 -2931 GBM_grid_1_AutoML_20190416_023844_model_61 exclusive_use_area 4.835739396201628e+20 1.0 0.19251829467948417 -2932 GBM_grid_1_AutoML_20190416_023844_model_61 supply_area 3.791947499284107e+20 0.7841505070067676 0.1509633183809958 -2933 GBM_grid_1_AutoML_20190416_023844_model_61 city 3.2735026099616796e+20 0.6769394174824531 0.13032322225504525 -2934 GBM_grid_1_AutoML_20190416_023844_model_61 total_household_count_in_sites 3.1300147592401676e+20 0.6472670470411884 0.12461074809859507 -2935 GBM_grid_1_AutoML_20190416_023844_model_61 floor 1.9609197024715263e+20 0.4055056614530939 0.07806725842582589 -2936 GBM_grid_1_AutoML_20190416_023844_model_61 apartment_building_count_in_sites 1.907150417279792e+20 0.3943865169363383 0.07592661968516536 -2937 GBM_grid_1_AutoML_20190416_023844_model_61 total_household_count_of_area_type 1.875338643177535e+20 0.38780804537369695 0.07466014355832816 -2938 GBM_grid_1_AutoML_20190416_023844_model_61 total_parking_capacity_in_site 9.985948441805796e+19 0.20650303135957965 0.03975561144349032 -2939 GBM_grid_1_AutoML_20190416_023844_model_61 bathroom_count 8.95672639337026e+19 0.185219377214694 0.035658118642969 -2940 GBM_grid_1_AutoML_20190416_023844_model_61 room_count 5.989067544188892e+19 0.1238500889624693 0.023843407922956993 -2941 GBM_grid_1_AutoML_20190416_023844_model_61 heat_fuel_gas 5.2589223342107525e+19 0.10875115268497565 0.02093658645933972 -2942 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_district 4.338777116906409e+19 0.08972313769254041 0.017273345461860427 -2943 GBM_grid_1_AutoML_20190416_023844_model_61 heat_fuel_cogeneration 3.5839845945730662e+19 0.07411451074861915 0.014268399220328458 -2944 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_stairway 2.082809274542588e+19 0.04307116459126376 0.008291987156969481 -2945 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_corridor 1.6011497341999645e+19 0.033110753144754534 0.00637442573098151 -2946 GBM_grid_1_AutoML_20190416_023844_model_61 front_door_structure_mixed 5.716920054470148e+18 0.01182222528153744 0.0022759946505182724 -2947 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_central 5.397269484287295e+18 0.011161208332539047 0.0021487367947428666 -2948 GBM_grid_1_AutoML_20190416_023844_model_61 heat_type_individual 5.284349090358886e+18 0.010927696175086755 0.002103781432403224 -2949 XGBoost_grid_1_AutoML_20190416_022142_model_8 supply_area 8.495716297123782e+20 1.0 0.2969625084116821 -2950 XGBoost_grid_1_AutoML_20190416_022142_model_8 city 7.310119769845478e+20 0.8604477261464479 0.25552071511357727 -2951 XGBoost_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 5.153091877131266e+20 0.6065517840886285 0.1801231392845401 -2952 XGBoost_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.574594065483128e+20 0.1853397654081511 0.05503896164403725 -2953 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2567563920623849e+20 0.14792824384776818 0.043929142357968215 -2954 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 8.830277278520207e+19 0.10393799615824849 0.030865688058437247 -2955 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.373431076788581e+19 0.09856062495428902 0.029268810417048693 -2956 XGBoost_grid_1_AutoML_20190416_022142_model_8 bathroom_count 6.221623049556538e+19 0.07323247189484028 0.021747298551079774 -2957 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 5.263508177307881e+19 0.06195484869345081 0.018398267276273375 -2958 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_district 4.87952265290711e+19 0.057435094137489845 0.01705606962593008 -2959 XGBoost_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.641796364256359e+19 0.05463690408103477 0.01622511208775255 -2960 XGBoost_grid_1_AutoML_20190416_022142_model_8 floor 4.322693900619953e+19 0.05088086453738336 0.015109709163176362 -2961 XGBoost_grid_1_AutoML_20190416_022142_model_8 heat_type_central 1.8099362171006747e+19 0.021304103783614185 0.006326520099044876 -2962 XGBoost_grid_1_AutoML_20190416_022142_model_8 room_count 1.632507256068322e+19 0.019215651735228097 0.005706328140058626 -2963 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 9.235728348527722e+18 0.01087104138782797 0.003228291719576608 -2964 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 9.111644613042504e+18 0.010724986916202986 0.0031849190173181092 -2965 XGBoost_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 3.7435050400656916e+18 0.004406344220007738 0.0013085190324988146 -2966 XGBoost_3_AutoML_20190416_020809 supply_area 8.28011490921272e+20 1.0 0.2693616527510137 -2967 XGBoost_3_AutoML_20190416_020809 city 5.786949599310643e+20 0.6988972571952955 0.1882561203012751 -2968 XGBoost_3_AutoML_20190416_020809 exclusive_use_area 5.528853934165574e+20 0.6677267157263717 0.17985997173406176 -2969 XGBoost_3_AutoML_20190416_020809 apartment_building_count_in_sites 1.6580531552964418e+20 0.20024518662798252 0.05393837442554856 -2970 XGBoost_3_AutoML_20190416_020809 total_parking_capacity_in_site 1.4269337880365315e+20 0.17233260693627322 0.04641979582724536 -2971 XGBoost_3_AutoML_20190416_020809 heat_fuel_cogeneration 1.1569833644426422e+20 0.1397303512243949 0.03763799834528264 -2972 XGBoost_3_AutoML_20190416_020809 room_count 1.0444717469472077e+20 0.1261421801991051 0.033977866140047136 -2973 XGBoost_3_AutoML_20190416_020809 bathroom_count 1.0057123787713597e+20 0.12146116204889523 0.03271697935454912 -2974 XGBoost_3_AutoML_20190416_020809 total_household_count_in_sites 1.0006645648687052e+20 0.1208515311490827 0.03255276816780753 -2975 XGBoost_3_AutoML_20190416_020809 heat_type_district 8.756043531068585e+19 0.10574785044741747 0.028484415771383394 -2976 XGBoost_3_AutoML_20190416_020809 floor 7.668573754639988e+19 0.0926143397612476 0.024946751626533578 -2977 XGBoost_3_AutoML_20190416_020809 heat_type_individual 6.510214945131463e+19 0.07862469321395515 0.02117847731115237 -2978 XGBoost_3_AutoML_20190416_020809 heat_fuel_gas 5.770909483879996e+19 0.06969600720708716 0.01877343169144756 -2979 XGBoost_3_AutoML_20190416_020809 total_household_count_of_area_type 4.5264641915724235e+19 0.05466668326711426 0.014725108155246082 -2980 XGBoost_3_AutoML_20190416_020809 front_door_structure_stairway 2.2444238498814755e+19 0.027106192057603666 0.007301368692422524 -2981 XGBoost_3_AutoML_20190416_020809 front_door_structure_corridor 1.1824823145242558e+19 0.014280989182995373 0.0038467508492509824 -2982 XGBoost_3_AutoML_20190416_020809 front_door_structure_mixed 1.1634848426683793e+19 0.014051554301183053 0.0037849498902872824 -2983 XGBoost_3_AutoML_20190416_020809 heat_type_central 6.877159358715658e+18 0.008305632752830411 0.0022372189654453513 -2984 XGBoost_grid_1_AutoML_20190416_022142_model_4 supply_area 1.2621511062816492e+21 1.0 0.2751538337195414 -2985 XGBoost_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 8.487698482412179e+20 0.6724787895973326 0.18503511705278292 -2986 XGBoost_grid_1_AutoML_20190416_022142_model_4 city 8.298262304648698e+20 0.6574697960766149 0.18090533494528568 -2987 XGBoost_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 2.9426458392587665e+20 0.2331452885960641 0.06415081997085591 -2988 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 2.9254690047268592e+20 0.23178437115548037 0.0637763583197035 -2989 XGBoost_grid_1_AutoML_20190416_022142_model_4 floor 2.5173807780703555e+20 0.19945161601820136 0.05487987678896599 -2990 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_district 1.9058800855255246e+20 0.15100252862276756 0.04154892465189927 -2991 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 1.627776651270281e+20 0.12896844467900362 0.03548616198227443 -2992 XGBoost_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.2690779591678938e+20 0.10054881328010332 0.02766639144997076 -2993 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 1.1953000252566825e+20 0.09470340114648294 0.02605800389173439 -2994 XGBoost_grid_1_AutoML_20190416_022142_model_4 bathroom_count 5.37539184172246e+19 0.042589130691004125 0.011718562584412366 -2995 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 3.5016689968526393e+19 0.02774365905496613 0.0076337741503817984 -2996 XGBoost_grid_1_AutoML_20190416_022142_model_4 room_count 2.954546513313163e+19 0.023408817681247234 0.006441025927836962 -2997 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 2.47664202508172e+19 0.019622389211209526 0.005399175618201268 -2998 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 2.2411642377097708e+19 0.017756703033065 0.004885824913767244 -2999 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.6351073811656868e+19 0.012954925706025664 0.0035645974735647977 -3000 XGBoost_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 1.3163683061222605e+19 0.01042956187710628 0.002869733934500969 -3001 XGBoost_grid_1_AutoML_20190416_022142_model_4 heat_type_central 1.2965286083595076e+19 0.010272372316648645 0.0028264826243203614 -3002 GBM_grid_1_AutoML_20190416_030706_model_57 supply_area 6.601669067775452e+21 1.0 0.4116801052555115 -3003 GBM_grid_1_AutoML_20190416_030706_model_57 city 2.545306438275401e+21 0.3855549880104921 0.15872531804594686 -3004 GBM_grid_1_AutoML_20190416_030706_model_57 exclusive_use_area 1.9191077909498094e+21 0.2907003927715035 0.1196755682939911 -3005 GBM_grid_1_AutoML_20190416_030706_model_57 apartment_building_count_in_sites 8.442977034424948e+20 0.12789155208699302 0.05265040762446401 -3006 GBM_grid_1_AutoML_20190416_030706_model_57 total_parking_capacity_in_site 7.525693010258868e+20 0.11399682312150164 0.04693022414145372 -3007 GBM_grid_1_AutoML_20190416_030706_model_57 floor 5.426682739744257e+20 0.08220167784891515 0.03384079538902104 -3008 GBM_grid_1_AutoML_20190416_030706_model_57 heat_fuel_cogeneration 5.19478043224444e+20 0.07868889486753555 0.03239465252150692 -3009 GBM_grid_1_AutoML_20190416_030706_model_57 total_household_count_in_sites 4.6850774520112035e+20 0.07096807495062642 0.029216144565454915 -3010 GBM_grid_1_AutoML_20190416_030706_model_57 heat_type_district 4.23322672742875e+20 0.06412358274807026 0.026398403295086064 -3011 GBM_grid_1_AutoML_20190416_030706_model_57 total_household_count_of_area_type 3.915959392679567e+20 0.05931771726932562 0.024419924088952646 -3012 GBM_grid_1_AutoML_20190416_030706_model_57 heat_type_individual 3.530206733190635e+20 0.053474457700743244 0.02201437037472338 -3013 GBM_grid_1_AutoML_20190416_030706_model_57 bathroom_count 2.7933891588895696e+20 0.042313377574844886 0.017419575733728345 -3014 GBM_grid_1_AutoML_20190416_030706_model_57 room_count 1.4713467570414735e+20 0.02228749641849693 0.009175318871448651 -3015 GBM_grid_1_AutoML_20190416_030706_model_57 front_door_structure_stairway 1.199726043343597e+20 0.018173071552462196 0.00748149200953358 -3016 GBM_grid_1_AutoML_20190416_030706_model_57 front_door_structure_corridor 6.723393976985138e+19 0.010184385051658917 0.004192708710029602 -3017 GBM_grid_1_AutoML_20190416_030706_model_57 heat_type_central 3.325876878780557e+19 0.005037933353877233 0.0020740169333944313 -3018 GBM_grid_1_AutoML_20190416_030706_model_57 front_door_structure_mixed 2.7437043834731626e+19 0.004156076827397987 0.0017109741457531956 -3019 GBM_grid_1_AutoML_20190416_030706_model_57 heat_fuel_gas 0.0 0.0 0.0 -3020 GBM_grid_1_AutoML_20190416_030706_model_59 supply_area 1.1228018806589558e+22 1.0 0.27885351365524114 -3021 GBM_grid_1_AutoML_20190416_030706_model_59 city 8.273104634180253e+21 0.7368267524921575 0.2054667288876188 -3022 GBM_grid_1_AutoML_20190416_030706_model_59 exclusive_use_area 7.346713064930235e+21 0.6543196258825785 0.1824593267309399 -3023 GBM_grid_1_AutoML_20190416_030706_model_59 heat_type_district 2.336516463325761e+21 0.208096949566427 0.058028565567535675 -3024 GBM_grid_1_AutoML_20190416_030706_model_59 total_parking_capacity_in_site 2.3012691815796341e+21 0.20495772417383673 0.05715318153665613 -3025 GBM_grid_1_AutoML_20190416_030706_model_59 apartment_building_count_in_sites 2.2840814750767514e+21 0.20342693706001433 0.05672631617130859 -3026 GBM_grid_1_AutoML_20190416_030706_model_59 floor 1.412032309255423e+21 0.1257597028984955 0.03506853502948468 -3027 GBM_grid_1_AutoML_20190416_030706_model_59 total_household_count_of_area_type 1.3723012718677836e+21 0.1222211411921042 0.034081794664371584 -3028 GBM_grid_1_AutoML_20190416_030706_model_59 total_household_count_in_sites 1.358520679220495e+21 0.12099380154432937 0.03373954669114119 -3029 GBM_grid_1_AutoML_20190416_030706_model_59 heat_type_individual 7.03509619960103e+20 0.06265661218408573 0.017472016461266098 -3030 GBM_grid_1_AutoML_20190416_030706_model_59 bathroom_count 6.81029409838874e+20 0.06065445931023805 0.016913709097518735 -3031 GBM_grid_1_AutoML_20190416_030706_model_59 room_count 3.57485042371555e+20 0.03183865724928714 0.008878321444028633 -3032 GBM_grid_1_AutoML_20190416_030706_model_59 heat_fuel_cogeneration 2.9208552780148507e+20 0.026013986334798834 0.0072540914936380825 -3033 GBM_grid_1_AutoML_20190416_030706_model_59 front_door_structure_stairway 1.49225032026503e+20 0.013290415219016647 0.0037060789817598833 -3034 GBM_grid_1_AutoML_20190416_030706_model_59 heat_type_central 8.343595608866554e+19 0.007431048836478454 0.0020721740781957086 -3035 GBM_grid_1_AutoML_20190416_030706_model_59 front_door_structure_corridor 8.324323369054896e+19 0.007413884419368334 0.002067387720174707 -3036 GBM_grid_1_AutoML_20190416_030706_model_59 front_door_structure_mixed 2.3640264157765304e+18 0.00021054706591594932 5.871178912046413e-05 -3037 GBM_grid_1_AutoML_20190416_030706_model_59 heat_fuel_gas 0.0 0.0 0.0 -3038 XGBoost_grid_1_AutoML_20190416_021340_model_4 supply_area 5.974870738011978e+20 1.0 0.2504935394855415 -3039 XGBoost_grid_1_AutoML_20190416_021340_model_4 city 4.719177089908537e+20 0.7898375206488151 0.19784919616580612 -3040 XGBoost_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 3.791151628787458e+20 0.6345160916483508 0.1589421816575276 -3041 XGBoost_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 1.3955051717463219e+20 0.23356240376350784 0.05850587320947223 -3042 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 1.2662685750175308e+20 0.21193237988590477 0.05308769196921466 -3043 XGBoost_grid_1_AutoML_20190416_021340_model_4 bathroom_count 9.849286183347657e+19 0.1648451759916201 0.041292651601257925 -3044 XGBoost_grid_1_AutoML_20190416_021340_model_4 room_count 8.332246010039999e+19 0.13945483300635206 0.03493253471812624 -3045 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 8.099554165230508e+19 0.135560324572402 0.03395698551594979 -3046 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 7.15585213120339e+19 0.11976580657516216 0.0300005607983531 -3047 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 6.764091300375639e+19 0.11320899810171053 0.028358122636109415 -3048 XGBoost_grid_1_AutoML_20190416_021340_model_4 floor 6.6385860063068684e+19 0.11110844564506392 0.027831947816368954 -3049 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_district 6.286731730106922e+19 0.10521954374863529 0.02635681593664943 -3050 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 5.260035039978062e+19 0.08803596379941495 0.022052440174136444 -3051 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 4.1147129199377514e+19 0.06886697805460544 0.017250733086571227 -3052 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 2.712240099025748e+19 0.045394121780251144 0.011370934236572818 -3053 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 9.468408098709307e+18 0.015847050947013015 0.003969583882124992 -3054 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_central 5.358026265024528e+18 0.008967601978293688 0.0022463263602403296 -3055 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 3.582345222736052e+18 0.005995686567652855 0.0015018807499772812 -3056 GBM_grid_1_AutoML_20190416_015849_model_11 supply_area 7.250339410604227e+20 1.0 0.22929535214592975 -3057 GBM_grid_1_AutoML_20190416_015849_model_11 city 6.507494577442484e+20 0.8975434402318779 0.2058025391942377 -3058 GBM_grid_1_AutoML_20190416_015849_model_11 exclusive_use_area 3.6456888792605996e+20 0.5028300983990452 0.11529660448198159 -3059 GBM_grid_1_AutoML_20190416_015849_model_11 room_count 2.5428357916673232e+20 0.3507195522389219 0.08041836323508639 -3060 GBM_grid_1_AutoML_20190416_015849_model_11 total_parking_capacity_in_site 2.141653729486276e+20 0.29538668580865723 0.06773079414171516 -3061 GBM_grid_1_AutoML_20190416_015849_model_11 apartment_building_count_in_sites 1.5889482337642086e+20 0.21915501382462718 0.050251226069463986 -3062 GBM_grid_1_AutoML_20190416_015849_model_11 bathroom_count 1.5658845260162584e+20 0.2159739616777142 0.04952182559724302 -3063 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_in_sites 1.1984002082423597e+20 0.16528884240779118 0.03789996332568756 -3064 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_individual 9.47844378114067e+19 0.13073103539508307 0.02997601879731758 -3065 GBM_grid_1_AutoML_20190416_015849_model_11 floor 8.186427898355044e+19 0.11291096091834968 0.0258899585449083 -3066 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_gas 7.837225644201293e+19 0.10809460358143641 0.02478559019328014 -3067 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_cogeneration 7.42396496300401e+19 0.10239472309594004 0.023478634090168538 -3068 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_district 6.916833696487676e+19 0.09540013652838417 0.02187480790004562 -3069 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_of_area_type 3.989291628557343e+19 0.055022136242651905 0.012616320105580192 -3070 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_stairway 3.870596269706366e+19 0.05338503552047916 0.012240940518991238 -3071 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_corridor 2.6205634792087618e+19 0.036144011070377874 0.008287653746348678 -3072 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_central 1.1035133003452908e+19 0.015220160572501066 0.0034899120781892276 -3073 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_mixed 3.615743987941376e+18 0.004986999619153068 0.0011434958338253202 -3074 GBM_grid_1_AutoML_20190416_015849_model_6 city 3.13386568876529e+20 1.0 0.1722129584283133 -3075 GBM_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 2.6401988657208413e+20 0.8424735224568771 0.14508485769982085 -3076 GBM_grid_1_AutoML_20190416_015849_model_6 supply_area 2.5835020648494557e+20 0.8243818725579551 0.1419692411478782 -3077 GBM_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 2.038479956382287e+20 0.6504681945017965 0.11201905213867788 -3078 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.3700349409084257e+20 0.43717091827512394 0.07528649717498147 -3079 GBM_grid_1_AutoML_20190416_015849_model_6 bathroom_count 1.1405957153766873e+20 0.3639580724424951 0.06267829639918845 -3080 GBM_grid_1_AutoML_20190416_015849_model_6 room_count 9.973965524281642e+19 0.3182639753847038 0.054809180762155726 -3081 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 7.9341093311851e+19 0.25317324094738264 0.04359971281843295 -3082 GBM_grid_1_AutoML_20190416_015849_model_6 floor 6.44932882903639e+19 0.2057946788261164 0.03544051046945007 -3083 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 6.350695159345814e+19 0.20264733048747602 0.03489849630084837 -3084 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 6.120100303112818e+19 0.19528917033850524 0.033631325773004796 -3085 GBM_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 6.0147604921021104e+19 0.19192783256999957 0.03305245985161361 -3086 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 4.762394757832691e+19 0.15196550301774495 0.026170428853732632 -3087 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.9031822798151483e+19 0.06072954200423892 0.010458414092546504 -3088 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.3096180743858553e+19 0.04178922150622961 0.007196645466003895 -3089 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_district 1.2248977347843195e+19 0.03908584018694548 0.006731088171250139 -3090 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_central 4.5371440778665e+18 0.014477787271266519 0.0024932625774805846 -3091 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 4.1264407507642614e+18 0.013167254632377163 0.0022675718746205838 -3092 GBM_grid_1_AutoML_20190416_030706_model_7 supply_area 3.156621111044998e+21 1.0 0.17363601731345826 -3093 GBM_grid_1_AutoML_20190416_030706_model_7 exclusive_use_area 3.096511566818484e+21 0.9809576309249814 0.17032957618705907 -3094 GBM_grid_1_AutoML_20190416_030706_model_7 city 2.4167264171141596e+21 0.7656054788007495 0.13293668617232543 -3095 GBM_grid_1_AutoML_20190416_030706_model_7 total_parking_capacity_in_site 1.4167057790312382e+21 0.4488045062089312 0.07792862701045206 -3096 GBM_grid_1_AutoML_20190416_030706_model_7 apartment_building_count_in_sites 1.377870676494469e+21 0.4365017618596378 0.0757924274796151 -3097 GBM_grid_1_AutoML_20190416_030706_model_7 total_household_count_in_sites 1.3757462441077454e+21 0.43582875350292044 0.07567556898893603 -3098 GBM_grid_1_AutoML_20190416_030706_model_7 room_count 9.258718257055216e+20 0.29331104150127546 0.05092936108034393 -3099 GBM_grid_1_AutoML_20190416_030706_model_7 bathroom_count 8.306032421380796e+20 0.2631304844385042 0.045688929351662765 -3100 GBM_grid_1_AutoML_20190416_030706_model_7 floor 6.693678311850073e+20 0.21205200359425252 0.036819865367445144 -3101 GBM_grid_1_AutoML_20190416_030706_model_7 total_household_count_of_area_type 6.294381428325545e+20 0.1994025005504 0.034623456037916125 -3102 GBM_grid_1_AutoML_20190416_030706_model_7 heat_fuel_gas 5.655919831058345e+20 0.17917639248081804 0.03111147518696231 -3103 GBM_grid_1_AutoML_20190416_030706_model_7 heat_type_district 3.989362788949893e+20 0.12638079289880996 0.021944257543866346 -3104 GBM_grid_1_AutoML_20190416_030706_model_7 heat_type_individual 3.9349920269173e+20 0.12465835741732786 0.021645180706782407 -3105 GBM_grid_1_AutoML_20190416_030706_model_7 heat_fuel_cogeneration 3.799495602628324e+20 0.12036590610554786 0.020899856556493 -3106 GBM_grid_1_AutoML_20190416_030706_model_7 front_door_structure_stairway 2.0810407320795428e+20 0.06592621220196475 0.011447164923311074 -3107 GBM_grid_1_AutoML_20190416_030706_model_7 front_door_structure_corridor 1.8972903488456176e+20 0.060105102326250374 0.01043641058814799 -3108 GBM_grid_1_AutoML_20190416_030706_model_7 heat_type_central 9.919483403711388e+19 0.031424371360259794 0.005456402689574611 -3109 GBM_grid_1_AutoML_20190416_030706_model_7 front_door_structure_mixed 4.906176573983005e+19 0.015542494336163193 0.002698736815648359 -3110 GBM_grid_1_AutoML_20190416_020809_model_1 supply_area 6.618927705972466e+20 1.0 0.30478842669730877 -3111 GBM_grid_1_AutoML_20190416_020809_model_1 city 4.3800964999954406e+20 0.6617531864025561 0.20169471254556598 -3112 GBM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 2.824971003120226e+20 0.426801912426263 0.13008428339980324 -3113 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.1627837720642768e+20 0.1756755510435717 0.05354387481175297 -3114 GBM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.1524839869399224e+20 0.17411944020781492 0.05306959023835603 -3115 GBM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.0962663972163866e+20 0.1656259814149641 0.0504808822956646 -3116 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 8.450987988183994e+19 0.127679110025003 0.038915115066633255 -3117 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 7.423613119283121e+19 0.11215733800181202 0.03418425859213056 -3118 GBM_grid_1_AutoML_20190416_020809_model_1 room_count 6.925587128458727e+19 0.10463306801507369 0.03189094818082681 -3119 GBM_grid_1_AutoML_20190416_020809_model_1 floor 5.113443311911803e+19 0.07725485968516899 0.023546387138164003 -3120 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 4.3680865784657084e+19 0.06599387049543157 0.02011416795996853 -3121 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 3.990330007338615e+19 0.06028665343690059 0.01837467425187883 -3122 GBM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 2.323173071686048e+19 0.03509893407038993 0.010697748894066713 -3123 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 1.9975414881015824e+19 0.03017923109054565 0.009198280363021914 -3124 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 1.9898132407722705e+19 0.030062471281818045 0.009162693324618349 -3125 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 1.6666805172642513e+19 0.025180521548231343 0.007674731546103112 -3126 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 3.946716504233345e+18 0.00596277324599285 0.0018173842763989656 -3127 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 1.654448203015127e+18 0.0024995713452531996 0.0007618404177373982 -3128 GBM_grid_1_AutoML_20190416_023844_model_16 supply_area 3.991279985385013e+21 1.0 0.25453237014573105 -3129 GBM_grid_1_AutoML_20190416_023844_model_16 exclusive_use_area 2.4166613963945395e+21 0.6054853092851665 0.15411561086077444 -3130 GBM_grid_1_AutoML_20190416_023844_model_16 city 2.3205651356580797e+21 0.5814087571293823 0.14798734897562538 -3131 GBM_grid_1_AutoML_20190416_023844_model_16 apartment_building_count_in_sites 9.752143891228996e+20 0.24433625120108604 0.06219148513073516 -3132 GBM_grid_1_AutoML_20190416_023844_model_16 total_parking_capacity_in_site 9.216095205019364e+20 0.2309057555161805 0.058772989231824134 -3133 GBM_grid_1_AutoML_20190416_023844_model_16 total_household_count_in_sites 8.968368374328873e+20 0.22469905411719074 0.05719318281395245 -3134 GBM_grid_1_AutoML_20190416_023844_model_16 total_household_count_of_area_type 6.227880854015328e+20 0.15603718297939861 0.039716514014609454 -3135 GBM_grid_1_AutoML_20190416_023844_model_16 bathroom_count 5.8981223634871674e+20 0.1477752095840055 0.03761357434419907 -3136 GBM_grid_1_AutoML_20190416_023844_model_16 floor 5.6463500336939034e+20 0.14146714974567828 0.03600796892252855 -3137 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_individual 4.804449230415588e+20 0.120373645747935 0.0306389893553045 -3138 GBM_grid_1_AutoML_20190416_023844_model_16 heat_fuel_gas 4.590033555843921e+20 0.11500154267932546 0.029271615228584152 -3139 GBM_grid_1_AutoML_20190416_023844_model_16 room_count 4.2896842745699317e+20 0.10747640582163101 0.027356224308524187 -3140 GBM_grid_1_AutoML_20190416_023844_model_16 heat_fuel_cogeneration 3.500929817175518e+20 0.08771446327982439 0.022326170234674397 -3141 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_district 3.2339367280166253e+20 0.08102505311224535 0.02062349880984355 -3142 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_corridor 1.3034945202968173e+20 0.03265855878489761 0.008312660373063675 -3143 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_stairway 1.1836193414887716e+20 0.0296551318329675 0.007548190992429335 -3144 GBM_grid_1_AutoML_20190416_023844_model_16 heat_type_central 6.822102413466403e+19 0.017092517784888794 0.004350599063545806 -3145 GBM_grid_1_AutoML_20190416_023844_model_16 front_door_structure_mixed 2.259619540381991e+19 0.005661390703373619 0.0014410071940506948 -3146 XGBoost_grid_1_AutoML_20190416_022142_model_17 supply_area 8.151869280323811e+20 1.0 0.302734832980139 -3147 XGBoost_grid_1_AutoML_20190416_022142_model_17 city 6.275493050013377e+20 0.7698225810809493 0.23305211050788066 -3148 XGBoost_grid_1_AutoML_20190416_022142_model_17 exclusive_use_area 4.9336518742253135e+20 0.6052172458326438 0.18322034183384514 -3149 XGBoost_grid_1_AutoML_20190416_022142_model_17 apartment_building_count_in_sites 1.6876898315161672e+20 0.20703102239258775 0.06267550198572747 -3150 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_cogeneration 1.312959468232434e+20 0.16106238006067244 0.048759192727051336 -3151 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_parking_capacity_in_site 9.696870122286744e+19 0.11895271855857778 0.03601113138536452 -3152 XGBoost_grid_1_AutoML_20190416_022142_model_17 bathroom_count 7.080279618393788e+19 0.08685467559549166 0.026293935709945322 -3153 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_individual 6.640892341897291e+19 0.08146465692140613 0.024662189306886205 -3154 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_in_sites 6.377099271379878e+19 0.07822867433328819 0.023682544658545683 -3155 XGBoost_grid_1_AutoML_20190416_022142_model_17 floor 4.067378944361995e+19 0.049895046209578436 0.015104968480793044 -3156 XGBoost_grid_1_AutoML_20190416_022142_model_17 room_count 2.9052430925097337e+19 0.03563898036886002 0.01078916076954929 -3157 XGBoost_grid_1_AutoML_20190416_022142_model_17 total_household_count_of_area_type 2.8737112980483736e+19 0.035252175902582956 0.010672061584054933 -3158 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_stairway 1.738404519474312e+19 0.021325225659227676 0.006455888628210065 -3159 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_district 1.466189849595111e+19 0.017985934258465813 0.005444968803728408 -3160 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_fuel_gas 1.3499810362903495e+19 0.01656038621164844 0.0050134057538699876 -3161 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_corridor 6.315300670584914e+18 0.0077470583168306835 0.0023453044056331333 -3162 XGBoost_grid_1_AutoML_20190416_022142_model_17 heat_type_central 4.995715743195595e+18 0.006128306982612892 0.0018552519908323335 -3163 XGBoost_grid_1_AutoML_20190416_022142_model_17 front_door_structure_mixed 3.3045563587575153e+18 0.004053740614724689 0.0012272084879434845 -3164 GBM_grid_1_AutoML_20190416_030706_model_15 supply_area 1.4180269522031739e+20 1.0 0.24891200051873844 -3165 GBM_grid_1_AutoML_20190416_030706_model_15 exclusive_use_area 1.1831214826237146e+20 0.8343434381028589 0.20767809429786485 -3166 GBM_grid_1_AutoML_20190416_030706_model_15 city 1.0012261954081731e+20 0.7060699331931444 0.17574927957723757 -3167 GBM_grid_1_AutoML_20190416_030706_model_15 total_household_count_in_sites 4.0057816641460765e+19 0.2824898114892904 0.07031510410396058 -3168 GBM_grid_1_AutoML_20190416_030706_model_15 heat_fuel_gas 2.900013815208031e+19 0.20451048625714127 0.050905114261325 -3169 GBM_grid_1_AutoML_20190416_030706_model_15 total_parking_capacity_in_site 2.8745596812203655e+19 0.20271544745705938 0.05045830756258786 -3170 GBM_grid_1_AutoML_20190416_030706_model_15 apartment_building_count_in_sites 2.8343490016763183e+19 0.19987976937057644 0.049752473257254244 -3171 GBM_grid_1_AutoML_20190416_030706_model_15 floor 2.4486704492710986e+19 0.17268151676994747 0.0429825017918177 -3172 GBM_grid_1_AutoML_20190416_030706_model_15 total_household_count_of_area_type 1.948723611632979e+19 0.1374250051175168 0.034206732945098975 -3173 GBM_grid_1_AutoML_20190416_030706_model_15 heat_type_district 1.1486076806864306e+19 0.08100041250286891 0.020161974718932135 -3174 GBM_grid_1_AutoML_20190416_030706_model_15 room_count 5.996280120564777e+18 0.04228608004416572 0.010525512777888792 -3175 GBM_grid_1_AutoML_20190416_030706_model_15 heat_fuel_cogeneration 5.740240146339463e+18 0.04048047279652133 0.010076075465726494 -3176 GBM_grid_1_AutoML_20190416_030706_model_15 bathroom_count 4.749638443829559e+18 0.033494697942448096 0.008337232271625628 -3177 GBM_grid_1_AutoML_20190416_030706_model_15 heat_type_central 3.35110528303104e+18 0.02363216917580066 0.005882330506145808 -3178 GBM_grid_1_AutoML_20190416_030706_model_15 front_door_structure_stairway 3.315680117895725e+18 0.02338234906426981 0.00582014728241485 -3179 GBM_grid_1_AutoML_20190416_030706_model_15 front_door_structure_corridor 2.4892231319069655e+18 0.017554131309277902 0.004369433941560984 -3180 GBM_grid_1_AutoML_20190416_030706_model_15 heat_type_individual 1.6048680626227773e+18 0.01131761325219743 0.002817089755701848 -3181 GBM_grid_1_AutoML_20190416_030706_model_15 front_door_structure_mixed 5.985135195827732e+17 0.00422074854538462 0.0010505949641182412 -3182 GBM_grid_1_AutoML_20190416_023844_model_50 supply_area 4.325399226989863e+21 1.0 0.22256140389040807 -3183 GBM_grid_1_AutoML_20190416_023844_model_50 exclusive_use_area 2.7648743715582687e+21 0.6392183071347158 0.14226532382835239 -3184 GBM_grid_1_AutoML_20190416_023844_model_50 city 2.1274189769640646e+21 0.4918433803033207 0.10946535321451092 -3185 GBM_grid_1_AutoML_20190416_023844_model_50 apartment_building_count_in_sites 1.4852266399867968e+21 0.34337330776756936 0.0764216454352434 -3186 GBM_grid_1_AutoML_20190416_023844_model_50 total_household_count_in_sites 1.4377343523288263e+21 0.33239344552465183 0.07397795187993639 -3187 GBM_grid_1_AutoML_20190416_023844_model_50 total_parking_capacity_in_site 1.4377216859548743e+21 0.33239051715358425 0.07397730013756049 -3188 GBM_grid_1_AutoML_20190416_023844_model_50 room_count 8.546462716987504e+20 0.19758783567673516 0.043975426099881434 -3189 GBM_grid_1_AutoML_20190416_023844_model_50 bathroom_count 7.744520101403034e+20 0.17904752128030987 0.03984906769924348 -3190 GBM_grid_1_AutoML_20190416_023844_model_50 total_household_count_of_area_type 7.397668339226677e+20 0.17102856756126233 0.03806435810180005 -3191 GBM_grid_1_AutoML_20190416_023844_model_50 floor 6.828360569768913e+20 0.15786659707989345 0.03513501147350248 -3192 GBM_grid_1_AutoML_20190416_023844_model_50 heat_fuel_gas 6.694274335113258e+20 0.1547666234677705 0.03444507699436518 -3193 GBM_grid_1_AutoML_20190416_023844_model_50 heat_fuel_cogeneration 5.7876230281924234e+20 0.1338055223221592 0.02977994489630909 -3194 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_individual 5.230738860519226e+20 0.12093077623633386 0.02691452333271526 -3195 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_district 5.058112368364906e+20 0.11693978065199205 0.02602628175254373 -3196 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_corridor 2.1271816935586975e+20 0.04917885221519883 0.010945314390733556 -3197 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_stairway 1.8140659387941362e+20 0.04193984979408671 0.00933419184912478 -3198 GBM_grid_1_AutoML_20190416_023844_model_50 heat_type_central 1.0162360244631293e+20 0.02349461797935238 0.005228995161353488 -3199 GBM_grid_1_AutoML_20190416_023844_model_50 front_door_structure_mixed 3.1733449291940758e+19 0.0073365364967766765 0.0016328298624158335 -3200 GBM_grid_1_AutoML_20190416_030706_model_8 supply_area 1.518287283376347e+20 1.0 0.2930124432509224 -3201 GBM_grid_1_AutoML_20190416_030706_model_8 city 1.029028006623466e+20 0.6777557962121156 0.19859088177558626 -3202 GBM_grid_1_AutoML_20190416_030706_model_8 exclusive_use_area 7.907173935132495e+19 0.5207956374072124 0.1525996021511088 -3203 GBM_grid_1_AutoML_20190416_030706_model_8 total_parking_capacity_in_site 3.0218078177284063e+19 0.1990274074487768 0.05831750693046292 -3204 GBM_grid_1_AutoML_20190416_030706_model_8 apartment_building_count_in_sites 2.7445096657893458e+19 0.18076352847309252 0.05296596312855852 -3205 GBM_grid_1_AutoML_20190416_030706_model_8 heat_type_district 2.5267008103734313e+19 0.16641783396582155 0.048762496130851714 -3206 GBM_grid_1_AutoML_20190416_030706_model_8 total_household_count_in_sites 2.0538131737972048e+19 0.13527171018846726 0.03963629430505349 -3207 GBM_grid_1_AutoML_20190416_030706_model_8 floor 1.920195682938703e+19 0.12647116945276637 0.0370576263621565 -3208 GBM_grid_1_AutoML_20190416_030706_model_8 heat_fuel_cogeneration 1.7576030920069087e+19 0.1157622217646699 0.033919771435421034 -3209 GBM_grid_1_AutoML_20190416_030706_model_8 total_household_count_of_area_type 1.5452331907601138e+19 0.10177475683810279 0.029821270162401024 -3210 GBM_grid_1_AutoML_20190416_030706_model_8 bathroom_count 1.0337723773070868e+19 0.06808806137190307 0.01995064921880007 -3211 GBM_grid_1_AutoML_20190416_030706_model_8 heat_type_individual 7.743446978054324e+18 0.051001197618111845 0.014943985522806074 -3212 GBM_grid_1_AutoML_20190416_030706_model_8 front_door_structure_stairway 4.826230973576249e+18 0.03178733712926675 0.009314085316687211 -3213 GBM_grid_1_AutoML_20190416_030706_model_8 room_count 4.3829120084255703e+18 0.02886747492660881 0.00845852935873039 -3214 GBM_grid_1_AutoML_20190416_030706_model_8 heat_type_central 5.78945717301674e+17 0.0038131500121256516 0.0011173004015352216 -3215 GBM_grid_1_AutoML_20190416_030706_model_8 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total_household_count_in_sites 9.689900625941527e+20 0.10301458392458107 0.034835255803387234 -3224 GBM_grid_1_AutoML_20190416_023844_model_37 floor 9.54424436236818e+20 0.10146609339126773 0.034311620588041554 -3225 GBM_grid_1_AutoML_20190416_023844_model_37 total_household_count_of_area_type 7.242205487464731e+20 0.07699282106053655 0.026035775853172412 -3226 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_district 7.137784604292054e+20 0.07588270917721417 0.025660382098689778 -3227 GBM_grid_1_AutoML_20190416_023844_model_37 heat_fuel_gas 6.20277047134297e+20 0.06594245327701563 0.02229900020650976 -3228 GBM_grid_1_AutoML_20190416_023844_model_37 heat_fuel_cogeneration 5.862938695085777e+20 0.06232965781224434 0.021077302759546675 -3229 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_individual 5.3130840131122076e+20 0.056484081735762505 0.019100571599893704 -3230 GBM_grid_1_AutoML_20190416_023844_model_37 bathroom_count 5.206977446672754e+20 0.055356049136113 0.018719117803098106 -3231 GBM_grid_1_AutoML_20190416_023844_model_37 room_count 4.01953479539095e+20 0.04273219308452312 0.014450253744934995 -3232 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_stairway 2.093987877320791e+20 0.022261455328842265 0.007527900044751376 -3233 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_corridor 1.0221352122094033e+20 0.010866451335787976 0.003674582739026216 -3234 GBM_grid_1_AutoML_20190416_023844_model_37 heat_type_central 6.245380857004871e+19 0.006639544978536735 0.0022452184820234227 -3235 GBM_grid_1_AutoML_20190416_023844_model_37 front_door_structure_mixed 4.196034559146669e+19 0.004460858484827411 0.0015084771544137965 -3236 XGBoost_grid_1_AutoML_20190416_030706_model_18 supply_area 6.407318336918604e+20 1.0 0.2644133251912088 -3237 XGBoost_grid_1_AutoML_20190416_030706_model_18 exclusive_use_area 4.3581790990901445e+20 0.6801876963063571 0.179850690534512 -3238 XGBoost_grid_1_AutoML_20190416_030706_model_18 city 4.0244317562982734e+20 0.6280992366353528 0.16607780770881356 -3239 XGBoost_grid_1_AutoML_20190416_030706_model_18 apartment_building_count_in_sites 1.8629134580962243e+20 0.2907477606290018 0.076877582179812 -3240 XGBoost_grid_1_AutoML_20190416_030706_model_18 total_parking_capacity_in_site 1.2665879611551672e+20 0.19767832571345167 0.05226878342012459 -3241 XGBoost_grid_1_AutoML_20190416_030706_model_18 heat_fuel_cogeneration 1.2137180764749536e+20 0.18942684172278113 0.050086981100389366 -3242 XGBoost_grid_1_AutoML_20190416_030706_model_18 total_household_count_in_sites 1.0124453481752088e+20 0.1580138983171097 0.04178098028045253 -3243 XGBoost_grid_1_AutoML_20190416_030706_model_18 room_count 7.197148468528703e+19 0.11232700000340459 0.02970075557965313 -3244 XGBoost_grid_1_AutoML_20190416_030706_model_18 floor 6.694906070514113e+19 0.1044884258666913 0.02762813212740696 -3245 XGBoost_grid_1_AutoML_20190416_030706_model_18 heat_type_individual 6.01699030168324e+19 0.09390809048792978 0.02483055046827044 -3246 XGBoost_grid_1_AutoML_20190416_030706_model_18 total_household_count_of_area_type 5.187173922842555e+19 0.08095701899114882 0.021406114589017502 -3247 XGBoost_grid_1_AutoML_20190416_030706_model_18 bathroom_count 4.852580659784738e+19 0.07573497061671565 0.02002533541402428 -3248 XGBoost_grid_1_AutoML_20190416_030706_model_18 heat_fuel_gas 3.986651481236727e+19 0.06222028111613978 0.016451871424250294 -3249 XGBoost_grid_1_AutoML_20190416_030706_model_18 heat_type_district 2.8573769533061333e+19 0.044595520357433936 0.01179164982634135 -3250 XGBoost_grid_1_AutoML_20190416_030706_model_18 front_door_structure_stairway 2.3881205638318e+19 0.037271763915202795 0.009855151032560478 -3251 XGBoost_grid_1_AutoML_20190416_030706_model_18 front_door_structure_corridor 1.2236855232146964e+19 0.01909824764229194 0.005049831164423576 -3252 XGBoost_grid_1_AutoML_20190416_030706_model_18 heat_type_central 2.4482407601269637e+18 0.0038210069039653293 0.0010103251410560387 -3253 XGBoost_grid_1_AutoML_20190416_030706_model_18 front_door_structure_mixed 2.166681121020969e+18 0.0033815724568212503 0.0008941328176831121 -3254 GBM_grid_1_AutoML_20190416_022142_model_38 supply_area 4.364130746735203e+21 1.0 0.17287070069403654 -3255 GBM_grid_1_AutoML_20190416_022142_model_38 exclusive_use_area 3.424121136636947e+21 0.7846055343778425 0.1356353084963166 -3256 GBM_grid_1_AutoML_20190416_022142_model_38 city 2.923857349378958e+21 0.6699747370232411 0.11581900223651055 -3257 GBM_grid_1_AutoML_20190416_022142_model_38 total_parking_capacity_in_site 2.180451536588631e+21 0.4996302043012396 0.08637142350545993 -3258 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_in_sites 2.1168205996659782e+21 0.48504976649692894 0.08385089300580291 -3259 GBM_grid_1_AutoML_20190416_022142_model_38 apartment_building_count_in_sites 1.9684382509431888e+21 0.4510493303656801 0.0779732137878911 -3260 GBM_grid_1_AutoML_20190416_022142_model_38 room_count 1.4711070107300602e+21 0.3370904989110586 0.058273070744057055 -3261 GBM_grid_1_AutoML_20190416_022142_model_38 bathroom_count 1.2520688133533619e+21 0.28689993174242817 0.04959659222938482 -3262 GBM_grid_1_AutoML_20190416_022142_model_38 total_household_count_of_area_type 1.2440828053141271e+21 0.2850700122228975 0.049280252759829855 -3263 GBM_grid_1_AutoML_20190416_022142_model_38 floor 1.0779789327951232e+21 0.24700885361914443 0.0427005936027722 -3264 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_gas 7.032871139910133e+20 0.16115170575884805 0.027858408292571267 -3265 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_district 5.133140227094573e+20 0.1176211375182713 0.02033324845921319 -3266 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_individual 5.093687638827645e+20 0.11671711812571661 0.020176969993381262 -3267 GBM_grid_1_AutoML_20190416_022142_model_38 heat_fuel_cogeneration 4.9874994446449456e+20 0.11428391434826016 0.019756340351440988 -3268 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_stairway 3.8386199207036636e+20 0.08795840783586346 0.015205431594517552 -3269 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_corridor 3.325166638249479e+20 0.07619310307641514 0.013171555116872836 -3270 GBM_grid_1_AutoML_20190416_022142_model_38 heat_type_central 1.5303873648595567e+20 0.035067404110301605 0.006062126720068776 -3271 GBM_grid_1_AutoML_20190416_022142_model_38 front_door_structure_mixed 1.2786289328932677e+20 0.029298593628291437 0.005064868409872575 -3272 GBM_grid_1_AutoML_20190416_022142_model_14 exclusive_use_area 1.5362337760476974e+20 1.0 0.2965614964954262 -3273 GBM_grid_1_AutoML_20190416_022142_model_14 city 9.501268762923998e+19 0.6184780539956699 0.18341677724253488 -3274 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_in_sites 4.212734381553982e+19 0.2742248248435324 0.08132452443179408 -3275 GBM_grid_1_AutoML_20190416_022142_model_14 heat_fuel_gas 3.922261001681607e+19 0.2553166752896486 0.07571709530413498 -3276 GBM_grid_1_AutoML_20190416_022142_model_14 front_door_structure_corridor 3.685509979844693e+19 0.23990554284820415 0.07114674680461101 -3277 GBM_grid_1_AutoML_20190416_022142_model_14 supply_area 3.1943572561078518e+19 0.20793432001775441 0.0616653131172241 -3278 GBM_grid_1_AutoML_20190416_022142_model_14 total_parking_capacity_in_site 2.8919992550508462e+19 0.1882525498489661 0.05582845790228921 -3279 GBM_grid_1_AutoML_20190416_022142_model_14 total_household_count_of_area_type 2.3446157474509357e+19 0.1526210257844337 0.045261519803298685 -3280 GBM_grid_1_AutoML_20190416_022142_model_14 floor 2.0559145604202103e+19 0.1338282358111867 0.039688301885508315 -3281 GBM_grid_1_AutoML_20190416_022142_model_14 apartment_building_count_in_sites 1.99412838410664e+19 0.12980631041956248 0.038495553672575275 -3282 GBM_grid_1_AutoML_20190416_022142_model_14 heat_type_district 7.179226538947117e+18 0.04673264350050467 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0.30652195180708497 -3291 GBM_grid_1_AutoML_20190416_020809_model_4 city 8.878568708821431e+19 0.5997398254261169 0.18383342186605375 -3292 GBM_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 8.174683354951791e+19 0.5521929636407994 0.1692592649893165 -3293 GBM_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.6455657139174113e+19 0.17870573190943587 0.05477722974399394 -3294 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 2.5314531195310047e+19 0.1709975224355116 0.05241449433110881 -3295 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_district 2.2009060592634036e+19 0.14866934739722634 0.045570418538083385 -3296 GBM_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 2.1505288554042884e+19 0.14526640977982605 0.044527343457720095 -3297 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.376985591624342e+19 0.09301421495049565 0.028510898712429667 -3298 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0.19192849764537673 0.0658410128072249 -3314 GBM_grid_1_AutoML_20190416_023844_model_7 total_household_count_in_sites 3.501096151294568e+19 0.18213407107899193 0.062481037749282806 -3315 GBM_grid_1_AutoML_20190416_023844_model_7 heat_fuel_cogeneration 2.300253531902732e+19 0.11966382017939194 0.0410506371573351 -3316 GBM_grid_1_AutoML_20190416_023844_model_7 total_household_count_of_area_type 2.16596467924431e+19 0.1126778436799572 0.03865410004162171 -3317 GBM_grid_1_AutoML_20190416_023844_model_7 floor 1.6082431235153986e+19 0.08366404540542104 0.0287009253582581 -3318 GBM_grid_1_AutoML_20190416_023844_model_7 heat_type_central 7.083464023970152e+18 0.0368496060740925 0.012641246168395468 -3319 GBM_grid_1_AutoML_20190416_023844_model_7 front_door_structure_corridor 3.3489483160952504e+18 0.01742190343495777 0.005976578680393383 -3320 GBM_grid_1_AutoML_20190416_023844_model_7 room_count 3.160329845129347e+18 0.016440672171571535 0.0056399675935977535 -3321 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0.17900756976075435 -3329 GBM_grid_1_AutoML_20190416_023844_model_40 apartment_building_count_in_sites 1.6691527691593056e+20 0.18465879897488277 0.05626326471930379 -3330 GBM_grid_1_AutoML_20190416_023844_model_40 total_parking_capacity_in_site 1.1888700812574484e+20 0.1315250020240772 0.040074050341322595 -3331 GBM_grid_1_AutoML_20190416_023844_model_40 heat_fuel_cogeneration 1.0748116708040586e+20 0.1189066908206543 0.036229406124583675 -3332 GBM_grid_1_AutoML_20190416_023844_model_40 floor 8.409207425937808e+19 0.09303127744181557 0.028345485939155406 -3333 GBM_grid_1_AutoML_20190416_023844_model_40 total_household_count_in_sites 7.80346272074485e+19 0.08632990823145478 0.02630366116851122 -3334 GBM_grid_1_AutoML_20190416_023844_model_40 bathroom_count 5.4736459599991276e+19 0.06055508564960421 0.018450389761644766 -3335 GBM_grid_1_AutoML_20190416_023844_model_40 heat_type_individual 5.327292606053771e+19 0.05893597474107382 0.017957066583099947 -3336 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front_door_structure_corridor 3.708176082197807e+18 0.004102364710876145 0.0012499400677600516 -3344 GBM_grid_1_AutoML_20190416_030706_model_16 supply_area 8.07557619157383e+20 1.0 0.21771645564461561 -3345 GBM_grid_1_AutoML_20190416_030706_model_16 city 7.865037834806352e+20 0.9739289987769347 0.2120403696632234 -3346 GBM_grid_1_AutoML_20190416_030706_model_16 exclusive_use_area 7.306746292249601e+20 0.9047956602618106 0.1969889042348312 -3347 GBM_grid_1_AutoML_20190416_030706_model_16 apartment_building_count_in_sites 2.7614406935017475e+20 0.34194967987337843 0.0744480723108429 -3348 GBM_grid_1_AutoML_20190416_030706_model_16 total_parking_capacity_in_site 1.8020601514281245e+20 0.2231494210045866 0.048583301020266735 -3349 GBM_grid_1_AutoML_20190416_030706_model_16 room_count 1.635331087801474e+20 0.20250333214709826 0.044088307731290584 -3350 GBM_grid_1_AutoML_20190416_030706_model_16 total_household_count_in_sites 1.4303148302724078e+20 0.17711613343018404 0.03856109680789848 -3351 GBM_grid_1_AutoML_20190416_030706_model_16 heat_fuel_gas 1.0123368043873147e+20 0.12535784201300723 0.02729246505032962 -3352 GBM_grid_1_AutoML_20190416_030706_model_16 heat_type_individual 9.656689569361297e+19 0.11957895437154346 0.026034306115461658 -3353 GBM_grid_1_AutoML_20190416_030706_model_16 floor 8.675897049887434e+19 0.10743378359726193 0.023390102581286508 -3354 GBM_grid_1_AutoML_20190416_030706_model_16 heat_type_district 8.140925709151162e+19 0.10080922420923374 0.02194782699111775 -3355 GBM_grid_1_AutoML_20190416_030706_model_16 heat_fuel_cogeneration 7.694696391697341e+19 0.09528355883418071 0.020744798710583028 -3356 GBM_grid_1_AutoML_20190416_030706_model_16 total_household_count_of_area_type 7.0102169782532964e+19 0.08680763838954124 0.01889945135305039 -3357 GBM_grid_1_AutoML_20190416_030706_model_16 bathroom_count 4.203471215992295e+19 0.05205165695022797 0.011332502261633057 -3358 GBM_grid_1_AutoML_20190416_030706_model_16 front_door_structure_stairway 3.019693017063542e+19 0.03739291098775506 0.008141052046488633 -3359 GBM_grid_1_AutoML_20190416_030706_model_16 front_door_structure_corridor 2.3909229990686753e+19 0.029606840952889506 0.006445896475096957 -3360 GBM_grid_1_AutoML_20190416_030706_model_16 heat_type_central 9.331040613493113e+18 0.011554643770470833 0.0025156360879430473 -3361 GBM_grid_1_AutoML_20190416_030706_model_16 front_door_structure_mixed 3.0766284229532713e+18 0.0038097943106071724 0.0008294549140404154 -3362 GBM_grid_1_AutoML_20190416_015849_model_9 supply_area 7.163329162115988e+20 1.0 0.3747607999901005 -3363 GBM_grid_1_AutoML_20190416_015849_model_9 city 3.756479541156239e+20 0.5244041501014323 0.19652611881014145 -3364 GBM_grid_1_AutoML_20190416_015849_model_9 exclusive_use_area 2.772239480983252e+20 0.3870043408928532 0.1450340563926472 -3365 GBM_grid_1_AutoML_20190416_015849_model_9 apartment_building_count_in_sites 1.0191358324497606e+20 0.14227125535980764 0.05331768947423738 -3366 GBM_grid_1_AutoML_20190416_015849_model_9 total_parking_capacity_in_site 8.53385773976482e+19 0.11913256457482109 0.044646215204932255 -3367 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_district 7.365051370769167e+19 0.102816039917864 0.03853142137143282 -3368 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_in_sites 5.8549055751723155e+19 0.08173442044428998 0.030630856792429335 -3369 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_cogeneration 5.526431314225398e+19 0.07714892320532338 0.028912392178801816 -3370 GBM_grid_1_AutoML_20190416_015849_model_9 floor 4.81876803840272e+19 0.06726995129425682 0.025210140762330777 -3371 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_individual 4.150278602659096e+19 0.05793784577998003 0.021712833434208382 -3372 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_of_area_type 3.408171145975405e+19 0.04757803346521996 0.017830381883381603 -3373 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_stairway 1.3284114768836166e+19 0.01854461028971081 0.006949792987676672 -3374 GBM_grid_1_AutoML_20190416_015849_model_9 bathroom_count 1.2627982304472465e+19 0.017628650057373973 0.006606526998247 -3375 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_corridor 1.0749710779998536e+19 0.015006584978461553 0.005623879791647676 -3376 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_mixed 2.611355784008696e+18 0.0036454499366287995 0.00136617173457487 -3377 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_central 2.3921719893022474e+18 0.0033394695890194438 0.0012515022947235388 -3378 GBM_grid_1_AutoML_20190416_015849_model_9 room_count 2.08197886838571e+18 0.0029064403174385344 0.0010892198984867466 -3379 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_gas 0.0 0.0 0.0 -3380 GBM_grid_1_AutoML_20190416_022142_model_10 supply_area 3.1538570267736995e+21 1.0 0.23678048877278532 -3381 GBM_grid_1_AutoML_20190416_022142_model_10 city 2.659844517273478e+21 0.8433624272418012 0.19969176773491631 -3382 GBM_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 2.5078578814739085e+21 0.7951717088581441 0.18828114588172232 -3383 GBM_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 8.686405742221066e+20 0.2754216715748525 0.06521447801411112 -3384 GBM_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 5.884325515659974e+20 0.18657553166509458 0.04417744558070338 -3385 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 5.7302879828113464e+20 0.1816914316078956 0.04302098598194462 -3386 GBM_grid_1_AutoML_20190416_022142_model_10 bathroom_count 5.324320494182497e+20 0.16881933610126632 0.03997312491635496 -3387 GBM_grid_1_AutoML_20190416_022142_model_10 room_count 4.099946214893929e+20 0.12999784644924284 0.030780953621661212 -3388 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 3.988744599532292e+20 0.1264719537274858 0.02994609101964317 -3389 GBM_grid_1_AutoML_20190416_022142_model_10 floor 3.42327966719407e+20 0.10854263963563314 0.025700779265613514 -3390 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 2.7652112267366472e+20 0.08767712687234192 0.02076023295502663 -3391 GBM_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 2.7326336647758768e+20 0.08664418334686777 0.020515652082190177 -3392 GBM_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.6568278795793256e+20 0.08424059356606854 0.019946528919083262 -3393 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_district 2.601050798194342e+20 0.08247205805822905 0.019527774217125003 -3394 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 1.0941671216557064e+20 0.034692984252840606 0.008214621768374142 -3395 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 6.2397025391543845e+19 0.019784354478292288 0.004684549123424093 -3396 GBM_grid_1_AutoML_20190416_022142_model_10 heat_type_central 2.422907792320679e+19 0.007682364075962063 0.0018190339208367845 -3397 GBM_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.2844851077446631e+19 0.00407274361786353 0.0009643462244839686 -3398 XGBoost_grid_1_AutoML_20190416_021340_model_9 supply_area 4.466805922102321e+20 1.0 0.2471254641630362 -3399 XGBoost_grid_1_AutoML_20190416_021340_model_9 city 4.2314646940745413e+20 0.947313307958315 0.2341052409370199 -3400 XGBoost_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.379215463277459e+20 0.7565171897343185 0.1869546616604092 -3401 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.2051537605038807e+20 0.2698021318859249 0.0666749770744859 -3402 XGBoost_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.185503640535989e+20 0.26540298844639004 0.06558783671007108 -3403 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 8.682208246630869e+19 0.19437173671840552 0.04803420565671143 -3404 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 6.8561103081135145e+19 0.153490221596345 0.03793134225648405 -3405 XGBoost_grid_1_AutoML_20190416_021340_model_9 floor 4.3786586026691e+19 0.09802661407344661 0.024224872503231312 -3406 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 4.363233773945356e+19 0.09768129285303226 0.024139534836351072 -3407 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 2.6982785003762483e+19 0.060407336862898495 0.01492819116109668 -3408 XGBoost_grid_1_AutoML_20190416_021340_model_9 room_count 2.1885172020462748e+19 0.048995126276187975 0.012107943322729527 -3409 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_district 1.900404913443386e+19 0.04254505224952672 0.010513965785004919 -3410 XGBoost_grid_1_AutoML_20190416_021340_model_9 bathroom_count 1.863090347526901e+19 0.04170967756418729 0.010307523428140362 -3411 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 1.2860395972840129e+19 0.02879103367622323 0.007114997560970273 -3412 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 7.577715391376392e+18 0.01696450556286965 0.004192361311520573 -3413 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 5.336907395434021e+18 0.011947927643389044 0.002952637164658889 -3414 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_central 4.308044337544954e+18 0.009644574697611565 0.002383419998802333 -3415 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 1.3028940660017725e+18 0.0029168360764341423 0.0007208244692762769 -3416 GBM_grid_1_AutoML_20190416_030706_model_46 supply_area 1.6988323703129794e+20 1.0 0.3133307553323601 -3417 GBM_grid_1_AutoML_20190416_030706_model_46 city 1.019895638965019e+20 0.6003509568028312 0.1881084187595362 -3418 GBM_grid_1_AutoML_20190416_030706_model_46 exclusive_use_area 8.038243637647114e+19 0.47316284867860225 0.14825647277167764 -3419 GBM_grid_1_AutoML_20190416_030706_model_46 apartment_building_count_in_sites 3.5292214388307526e+19 0.20774394816720831 0.06509256819495805 -3420 GBM_grid_1_AutoML_20190416_030706_model_46 total_parking_capacity_in_site 3.4396853482507207e+19 0.20247349934926306 0.06344117448589072 -3421 GBM_grid_1_AutoML_20190416_030706_model_46 heat_type_district 2.446563565089954e+19 0.14401441883516847 0.0451241466323742 -3422 GBM_grid_1_AutoML_20190416_030706_model_46 total_household_count_in_sites 2.1228589855843287e+19 0.12495988554734391 0.03915377532479453 -3423 GBM_grid_1_AutoML_20190416_030706_model_46 floor 2.11378537582727e+19 0.12442577694924915 0.03898642267432399 -3424 GBM_grid_1_AutoML_20190416_030706_model_46 total_household_count_of_area_type 1.643813863990231e+19 0.09676139286699534 0.03031832031402689 -3425 GBM_grid_1_AutoML_20190416_030706_model_46 bathroom_count 1.09337437377208e+19 0.06436034495685088 0.020166075498781338 -3426 GBM_grid_1_AutoML_20190416_030706_model_46 heat_fuel_cogeneration 1.0658579957753577e+19 0.06274062199432852 0.019658566479505042 -3427 GBM_grid_1_AutoML_20190416_030706_model_46 heat_type_individual 7.289803323840922e+18 0.04291066882895518 0.013445232275993287 -3428 GBM_grid_1_AutoML_20190416_030706_model_46 room_count 3.179989387911889e+18 0.018718676683362426 0.005865137104020186 -3429 GBM_grid_1_AutoML_20190416_030706_model_46 front_door_structure_stairway 2.992202972370305e+18 0.01761329148572231 0.005518785925110398 -3430 GBM_grid_1_AutoML_20190416_030706_model_46 front_door_structure_corridor 7.616563061331067e+17 0.004483410602735249 0.0014047904306201473 -3431 GBM_grid_1_AutoML_20190416_030706_model_46 heat_type_central 7.128167555415409e+17 0.0041959216694830055 0.0013147113060145276 -3432 GBM_grid_1_AutoML_20190416_030706_model_46 front_door_structure_mixed 4.4168911096119296e+17 0.0025999569979928017 0.00081464649001274 -3433 GBM_grid_1_AutoML_20190416_030706_model_46 heat_fuel_gas 0.0 0.0 0.0 -3434 XGBoost_grid_1_AutoML_20190416_030706_model_2 supply_area 1.2831370361202656e+21 1.0 0.28685853131990274 -3435 XGBoost_grid_1_AutoML_20190416_030706_model_2 exclusive_use_area 6.083369489909751e+20 0.4741013094208256 0.13600000531730083 -3436 XGBoost_grid_1_AutoML_20190416_030706_model_2 city 6.039595205219152e+20 0.4706898043782343 0.13502138599119265 -3437 XGBoost_grid_1_AutoML_20190416_030706_model_2 apartment_building_count_in_sites 3.473600356155518e+20 0.2707115653569168 0.07765592204959702 -3438 XGBoost_grid_1_AutoML_20190416_030706_model_2 total_parking_capacity_in_site 2.7525408065818775e+20 0.2145165114167812 0.06153589140888701 -3439 XGBoost_grid_1_AutoML_20190416_030706_model_2 total_household_count_in_sites 2.4579068747099983e+20 0.1915545109773937 0.05494904568667735 -3440 XGBoost_grid_1_AutoML_20190416_030706_model_2 heat_fuel_cogeneration 2.3794290123751608e+20 0.18543841736262862 0.0531945920549308 -3441 XGBoost_grid_1_AutoML_20190416_030706_model_2 total_household_count_of_area_type 1.9911606702818774e+20 0.15517911292642717 0.04451445242560023 -3442 XGBoost_grid_1_AutoML_20190416_030706_model_2 floor 1.848452505245854e+20 0.14405729498969919 0.04132406406666309 -3443 XGBoost_grid_1_AutoML_20190416_030706_model_2 room_count 1.5056645380457575e+20 0.11734245802758006 0.033660685171258954 -3444 XGBoost_grid_1_AutoML_20190416_030706_model_2 bathroom_count 8.857845113661109e+19 0.06903272888485842 0.019802627220915518 -3445 XGBoost_grid_1_AutoML_20190416_030706_model_2 heat_fuel_gas 7.924866396637364e+19 0.06176165268052152 0.01771685697982434 -3446 XGBoost_grid_1_AutoML_20190416_030706_model_2 heat_type_district 6.0604544361338765e+19 0.047231544765151984 0.013548771563301741 -3447 XGBoost_grid_1_AutoML_20190416_030706_model_2 heat_type_individual 4.649031150767125e+19 0.0362317587280006 0.010393389095851321 -3448 XGBoost_grid_1_AutoML_20190416_030706_model_2 front_door_structure_stairway 2.0202105591360913e+19 0.01574430869242513 0.004516389268156251 -3449 XGBoost_grid_1_AutoML_20190416_030706_model_2 heat_type_central 2.0035881423473738e+19 0.015614763551720768 0.004479228139354168 -3450 XGBoost_grid_1_AutoML_20190416_030706_model_2 front_door_structure_corridor 1.2862759922839847e+19 0.010024463140532599 0.002875602773763681 -3451 XGBoost_grid_1_AutoML_20190416_030706_model_2 front_door_structure_mixed 8.733926634773545e+18 0.006806698262861874 0.0019525594668222904 -3452 GBM_grid_1_AutoML_20190416_023844_model_15 supply_area 3.451881606215035e+21 1.0 0.17505504057509033 -3453 GBM_grid_1_AutoML_20190416_023844_model_15 exclusive_use_area 3.117989233441414e+21 0.9032723566844079 0.1581223790497465 -3454 GBM_grid_1_AutoML_20190416_023844_model_15 city 2.296974014172518e+21 0.6654266502179182 0.11648628925364411 -3455 GBM_grid_1_AutoML_20190416_023844_model_15 total_parking_capacity_in_site 1.710240832594039e+21 0.4954517644854299 0.08673132873499702 -3456 GBM_grid_1_AutoML_20190416_023844_model_15 total_household_count_in_sites 1.6509310995138483e+21 0.47826990837153394 0.08372355821582361 -3457 GBM_grid_1_AutoML_20190416_023844_model_15 apartment_building_count_in_sites 1.4939805117624982e+21 0.4328017823880807 0.07576413357691689 -3458 GBM_grid_1_AutoML_20190416_023844_model_15 total_household_count_of_area_type 1.0951605875860067e+21 0.31726481743006324 0.055538805488268346 -3459 GBM_grid_1_AutoML_20190416_023844_model_15 room_count 9.08862785444106e+20 0.2632948893170956 0.046091097532618086 -3460 GBM_grid_1_AutoML_20190416_023844_model_15 bathroom_count 8.389263868306695e+20 0.24303451929527403 0.04254441763638177 -3461 GBM_grid_1_AutoML_20190416_023844_model_15 floor 7.691233369874498e+20 0.22281278002196264 0.039004500247393346 -3462 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_individual 5.714977503296891e+20 0.16556122588350664 0.028982327114698947 -3463 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_district 3.8480144998951027e+20 0.11147585400863225 0.019514410146623962 -3464 GBM_grid_1_AutoML_20190416_023844_model_15 heat_fuel_gas 3.8447736673820004e+20 0.11138196803909994 0.019497974934418055 -3465 GBM_grid_1_AutoML_20190416_023844_model_15 heat_fuel_cogeneration 3.640416149259367e+20 0.10546179054069757 0.01846161802222349 -3466 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_stairway 2.7089679524214866e+20 0.0784780088501312 0.013737971023512015 -3467 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_corridor 2.519626772462646e+20 0.07299285027406835 0.012777766366418527 -3468 GBM_grid_1_AutoML_20190416_023844_model_15 heat_type_central 8.320620213892547e+19 0.024104593271424654 0.004219630553175292 -3469 GBM_grid_1_AutoML_20190416_023844_model_15 front_door_structure_mixed 7.388157827529205e+19 0.02140327702499122 0.0037467515280497367 -3470 GBM_grid_1_AutoML_20190416_023844_model_1 supply_area 5.413133097315359e+21 1.0 0.30409204077406266 -3471 GBM_grid_1_AutoML_20190416_023844_model_1 city 3.8902335649706316e+21 0.7186657883767888 0.21854054622199837 -3472 GBM_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 3.021741116955019e+21 0.5582240566842241 0.16975149260628178 -3473 GBM_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 9.542894689854853e+20 0.17629152134810147 0.053608848497908416 -3474 GBM_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 8.097149137476376e+20 0.1495834111578035 0.04548712476492216 -3475 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_district 6.310145434396226e+20 0.11657103789902634 0.035448324809865525 -3476 GBM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 5.215824908878212e+20 0.09635500947621255 0.02930079147042562 -3477 GBM_grid_1_AutoML_20190416_023844_model_1 bathroom_count 5.0142656038678036e+20 0.0926314855689513 0.02816849748659554 -3478 GBM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 4.5643141316907054e+20 0.08431926667301742 0.025640817879170278 -3479 GBM_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 4.292556726707264e+20 0.07929893186694699 0.024114174022623263 -3480 GBM_grid_1_AutoML_20190416_023844_model_1 floor 3.4488949456059027e+20 0.06371347025101563 0.019374759193428875 -3481 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 2.865152963420556e+20 0.05292966036326591 0.016095488437343545 -3482 GBM_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 1.6738310591940972e+20 0.03092166826683484 0.00940303320740038 -3483 GBM_grid_1_AutoML_20190416_023844_model_1 room_count 1.472562113214352e+20 0.027203508333180804 0.00827237036525117 -3484 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 1.202613009034416e+20 0.02221657933426487 0.006755884948775471 -3485 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 4.1683224680802025e+19 0.007700387914251508 0.002341626675596669 -3486 GBM_grid_1_AutoML_20190416_023844_model_1 heat_type_central 3.2317564844196758e+19 0.005970214340420456 0.0018154946626370311 -3487 GBM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 3.184030862802105e+19 0.005882047985077669 0.001788683975713232 -3488 GBM_grid_1_AutoML_20190416_022142_model_44 supply_area 6.078077760347591e+20 1.0 0.3058106416810628 -3489 GBM_grid_1_AutoML_20190416_022142_model_44 city 3.940894557178922e+20 0.648378436828941 0.19828102581882293 -3490 GBM_grid_1_AutoML_20190416_022142_model_44 exclusive_use_area 3.281963395917881e+20 0.5399673260728722 0.16512775447315275 -3491 GBM_grid_1_AutoML_20190416_022142_model_44 apartment_building_count_in_sites 1.1541483836615845e+20 0.189887071072217 0.05806948705153226 -3492 GBM_grid_1_AutoML_20190416_022142_model_44 total_parking_capacity_in_site 1.1297736182486742e+20 0.18587679572300586 0.05684310217367226 -3493 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_district 7.639983813489905e+19 0.12569736871962942 0.03843959298577102 -3494 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_of_area_type 7.3745062911587385e+19 0.12132958119208083 0.03710387707924485 -3495 GBM_grid_1_AutoML_20190416_022142_model_44 total_household_count_in_sites 6.401148669311897e+19 0.10531534675439608 0.0322065537698255 -3496 GBM_grid_1_AutoML_20190416_022142_model_44 floor 5.997226360271641e+19 0.09866978667822561 0.030174270778601756 -3497 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_cogeneration 5.2405037552269e+19 0.08621975502543107 0.026366918609911114 -3498 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_individual 3.719031670450002e+19 0.0611876290019251 0.018711828088021524 -3499 GBM_grid_1_AutoML_20190416_022142_model_44 bathroom_count 2.7852215027333333e+19 0.045824051822825854 0.01401348269236465 -3500 GBM_grid_1_AutoML_20190416_022142_model_44 room_count 1.5625802956626985e+19 0.025708461741913255 0.007861921181927547 -3501 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_stairway 1.0224991945386623e+19 0.016822739603782035 0.005144572793066012 -3502 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_corridor 6.308215967411339e+18 0.010378636496829859 0.0031738974868700367 -3503 GBM_grid_1_AutoML_20190416_022142_model_44 heat_type_central 3.8849440168395407e+18 0.0063917313499743215 0.001954659465588613 -3504 GBM_grid_1_AutoML_20190416_022142_model_44 front_door_structure_mixed 1.4238939462489866e+18 0.002342671486597693 0.0007164138705643698 -3505 GBM_grid_1_AutoML_20190416_022142_model_44 heat_fuel_gas 0.0 0.0 0.0 -3506 GBM_grid_1_AutoML_20190416_030706_model_51 city 1.0541206211879187e+20 1.0 0.19111459291813207 -3507 GBM_grid_1_AutoML_20190416_030706_model_51 total_parking_capacity_in_site 8.641067160347397e+19 0.8197417816008126 0.15666461688862363 -3508 GBM_grid_1_AutoML_20190416_030706_model_51 supply_area 6.291500092134261e+19 0.5968482131621891 0.11406640329240628 -3509 GBM_grid_1_AutoML_20190416_030706_model_51 total_household_count_in_sites 6.165869893544575e+19 0.584930203395137 0.11178869770738181 -3510 GBM_grid_1_AutoML_20190416_030706_model_51 bathroom_count 5.739853118246486e+19 0.5445157795867878 0.10406491155322828 -3511 GBM_grid_1_AutoML_20190416_030706_model_51 room_count 5.183891660731318e+19 0.49177404905421945 0.09398519719269867 -3512 GBM_grid_1_AutoML_20190416_030706_model_51 heat_type_individual 3.2731377040426533e+19 0.3105088391453779 0.05934277039075066 -3513 GBM_grid_1_AutoML_20190416_030706_model_51 total_household_count_of_area_type 2.2579245332566114e+19 0.214199825700411 0.040936712491868886 -3514 GBM_grid_1_AutoML_20190416_030706_model_51 apartment_building_count_in_sites 1.3805543864657773e+19 0.13096740152089908 0.025029781627212182 -3515 GBM_grid_1_AutoML_20190416_030706_model_51 floor 1.2026392213916221e+19 0.11408933638318673 0.021804137079172566 -3516 GBM_grid_1_AutoML_20190416_030706_model_51 heat_type_district 1.1478301060632674e+19 0.10888982560361496 0.020810434693161267 -3517 GBM_grid_1_AutoML_20190416_030706_model_51 heat_fuel_gas 1.0578688343367746e+19 0.10035557725306918 0.01917941529378447 -3518 GBM_grid_1_AutoML_20190416_030706_model_51 exclusive_use_area 8.301681126104105e+18 0.07875456526738565 0.01505114668152087 -3519 GBM_grid_1_AutoML_20190416_030706_model_51 front_door_structure_stairway 8.189723354605814e+18 0.07769246886923226 0.01484816456074797 -3520 GBM_grid_1_AutoML_20190416_030706_model_51 front_door_structure_corridor 3.5657478198368666e+18 0.0338267532971561 0.00646478618612807 -3521 GBM_grid_1_AutoML_20190416_030706_model_51 heat_type_central 1.0809887738581484e+18 0.010254886889888855 0.0019598585333825977 -3522 GBM_grid_1_AutoML_20190416_030706_model_51 heat_fuel_cogeneration 9.147813048038195e+17 0.008678146375439713 0.001658520411826124 -3523 GBM_grid_1_AutoML_20190416_030706_model_51 front_door_structure_mixed 6.78343217720066e+17 0.006435157458124874 0.0012298524979736168 -3524 GBM_grid_1_AutoML_20190416_023844_model_43 supply_area 4.538082071236156e+20 1.0 0.251803110147332 -3525 GBM_grid_1_AutoML_20190416_023844_model_43 exclusive_use_area 4.36664551454588e+20 0.9622226848260642 0.24229066469351893 -3526 GBM_grid_1_AutoML_20190416_023844_model_43 city 3.800725296432829e+20 0.8375179727407456 0.2108896303404081 -3527 GBM_grid_1_AutoML_20190416_023844_model_43 apartment_building_count_in_sites 1.2154512586440494e+20 0.26783368823318027 0.06744135569934565 -3528 GBM_grid_1_AutoML_20190416_023844_model_43 heat_fuel_cogeneration 1.0063070826205911e+20 0.22174721982198023 0.05583663961769872 -3529 GBM_grid_1_AutoML_20190416_023844_model_43 total_parking_capacity_in_site 5.8785886158299595e+19 0.12953905468326304 0.03261833685479094 -3530 GBM_grid_1_AutoML_20190416_023844_model_43 total_household_count_in_sites 5.6981411655258735e+19 0.1255627614503173 0.031617093851877415 -3531 GBM_grid_1_AutoML_20190416_023844_model_43 bathroom_count 3.910492269022544e+19 0.08617059382439378 0.02169802352822483 -3532 GBM_grid_1_AutoML_20190416_023844_model_43 floor 3.761131530872894e+19 0.0828793193210888 0.020869270371944023 -3533 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_individual 2.7931522801044816e+19 0.06154917950489242 0.015498274826348333 -3534 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_district 2.719552511057435e+19 0.059927354075300795 0.015089894139061128 -3535 GBM_grid_1_AutoML_20190416_023844_model_43 total_household_count_of_area_type 2.0004411201663533e+19 0.04408120189905338 0.011099783737214116 -3536 GBM_grid_1_AutoML_20190416_023844_model_43 heat_fuel_gas 1.6349251920889643e+19 0.036026787669876076 0.009071657183892346 -3537 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_stairway 7.990754081176027e+18 0.017608218528756967 0.004433804189694882 -3538 GBM_grid_1_AutoML_20190416_023844_model_43 room_count 7.312799609535857e+18 0.01611429563137865 0.004057629757814709 -3539 GBM_grid_1_AutoML_20190416_023844_model_43 heat_type_central 6.4012192579584e+18 0.014105560801844937 0.0035518240802768484 -3540 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_mixed 2.1572216101703516e+18 0.00475359761306109 0.0011969706633577159 -3541 GBM_grid_1_AutoML_20190416_023844_model_43 front_door_structure_corridor 1.6869567761188127e+18 0.003717334216609468 0.0009360363171993598 -3542 GBM_grid_1_AutoML_20190416_030706_model_28 supply_area 2.8729033769042838e+20 1.0 0.22737547965112087 -3543 GBM_grid_1_AutoML_20190416_030706_model_28 city 2.316882457800286e+20 0.8064602786247751 0.18336929267188481 -3544 GBM_grid_1_AutoML_20190416_030706_model_28 exclusive_use_area 1.805600051103982e+20 0.6284931354181561 0.1429039281231401 -3545 GBM_grid_1_AutoML_20190416_030706_model_28 bathroom_count 1.0141503828466336e+20 0.3530053920363441 0.08026477033369571 -3546 GBM_grid_1_AutoML_20190416_030706_model_28 room_count 8.772048022322492e+19 0.3053373842239996 0.06942623419335049 -3547 GBM_grid_1_AutoML_20190416_030706_model_28 apartment_building_count_in_sites 7.023145035972687e+19 0.24446158170277635 0.05558456939594045 -3548 GBM_grid_1_AutoML_20190416_030706_model_28 total_parking_capacity_in_site 5.874417068714177e+19 0.20447666691262673 0.04649298021672098 -3549 GBM_grid_1_AutoML_20190416_030706_model_28 heat_fuel_gas 5.295777524169153e+19 0.18433538582406672 0.041913346768421594 -3550 GBM_grid_1_AutoML_20190416_030706_model_28 total_household_count_in_sites 4.7372876297147515e+19 0.16489547361037415 0.03749318740445757 -3551 GBM_grid_1_AutoML_20190416_030706_model_28 heat_type_individual 2.9555908294572245e+19 0.10287818425143282 0.023391976489805927 -3552 GBM_grid_1_AutoML_20190416_030706_model_28 floor 2.8767765165642875e+19 0.1001348162173201 0.022768201867189995 -3553 GBM_grid_1_AutoML_20190416_030706_model_28 heat_fuel_cogeneration 2.7878451573795324e+19 0.0970392941089301 0.022064356043024168 -3554 GBM_grid_1_AutoML_20190416_030706_model_28 heat_type_district 1.7722047163749368e+19 0.06168688897169204 0.014026085968123915 -3555 GBM_grid_1_AutoML_20190416_030706_model_28 total_household_count_of_area_type 1.7601672630740451e+19 0.061267889384108876 0.013930815735923573 -3556 GBM_grid_1_AutoML_20190416_030706_model_28 front_door_structure_stairway 1.5057202612950532e+19 0.05241109998337473 0.011916998997762683 -3557 GBM_grid_1_AutoML_20190416_030706_model_28 heat_type_central 3.9610420412316385e+18 0.013787592277119622 0.0031349604072441637 -3558 GBM_grid_1_AutoML_20190416_030706_model_28 front_door_structure_corridor 3.589457963456135e+18 0.012494182687494278 0.002840870781417742 -3559 GBM_grid_1_AutoML_20190416_030706_model_28 front_door_structure_mixed 1.3923143230318182e+18 0.0048463666903135316 0.0011019449507752544 -3560 XGBoost_grid_1_AutoML_20190416_020809_model_6 supply_area 4.02468789852708e+20 1.0 0.23586783743966896 -3561 XGBoost_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 3.326278112563765e+20 0.8264685850003641 0.1949373578558591 -3562 XGBoost_grid_1_AutoML_20190416_020809_model_6 city 3.205536958397683e+20 0.7964684564909535 0.18786129242143226 -3563 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 1.1452951160347322e+20 0.28456743601258555 0.06712030573803993 -3564 XGBoost_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 1.103971071016399e+20 0.2742997963694081 0.06469849977979385 -3565 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 9.079971971141625e+19 0.2256068594651683 0.05321340205360456 -3566 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 7.390730684738201e+19 0.1836348773141638 0.04331356139059074 -3567 XGBoost_grid_1_AutoML_20190416_020809_model_6 bathroom_count 5.738292691344346e+19 0.142577333597579 0.03362940734357521 -3568 XGBoost_grid_1_AutoML_20190416_020809_model_6 floor 4.332637443976908e+19 0.10765151368786953 0.025391529730664705 -3569 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 3.81922268841016e+19 0.09489487842791204 0.022382649758891905 -3570 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 3.4066546995383763e+19 0.08464394719364733 0.019964784776923133 -3571 XGBoost_grid_1_AutoML_20190416_020809_model_6 room_count 3.1194893103493284e+19 0.07750885010216498 0.018281844856033118 -3572 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_district 1.786216012950012e+19 0.04438147896147961 0.01046816346501836 -3573 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 1.6769837108746519e+19 0.041667422497242076 0.009828004836109499 -3574 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 6.987595955876921e+18 0.017361833096261155 0.00409509802640359 -3575 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_central 6.431847253861728e+18 0.0159809839073872 0.00376940011439357 -3576 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 6.187235603495518e+18 0.015373205971473883 0.00362604484700615 -3577 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 2.646205904562684e+18 0.006574934432881414 0.0015508155659913554 -3578 GBM_grid_1_AutoML_20190416_030706_model_34 supply_area 1.538903214358077e+20 1.0 0.28497428031299316 -3579 GBM_grid_1_AutoML_20190416_030706_model_34 city 1.0756142263314049e+20 0.6989485864321078 0.1991823703942738 -3580 GBM_grid_1_AutoML_20190416_030706_model_34 exclusive_use_area 9.423472597798381e+19 0.6123499197270308 0.17450397767392972 -3581 GBM_grid_1_AutoML_20190416_030706_model_34 heat_fuel_gas 4.558828976042987e+19 0.29623883643290794 0.08442044921322645 -3582 GBM_grid_1_AutoML_20190416_030706_model_34 apartment_building_count_in_sites 3.446209630347618e+19 0.2239393353782249 0.06381695093317966 -3583 GBM_grid_1_AutoML_20190416_030706_model_34 total_parking_capacity_in_site 2.9635376596981383e+19 0.19257466174923282 0.05487882563850572 -3584 GBM_grid_1_AutoML_20190416_030706_model_34 total_household_count_in_sites 2.562997228522596e+19 0.16654700598514893 0.04746161316890158 -3585 GBM_grid_1_AutoML_20190416_030706_model_34 floor 1.3622246480214491e+19 0.08851918920642933 0.025225692237991874 -3586 GBM_grid_1_AutoML_20190416_030706_model_34 total_household_count_of_area_type 1.2882441180977037e+19 0.08371183490152558 0.023855719904742355 -3587 GBM_grid_1_AutoML_20190416_030706_model_34 bathroom_count 6.354794578498814e+18 0.04129430960445157 0.011767816160550509 -3588 GBM_grid_1_AutoML_20190416_030706_model_34 heat_type_individual 5.914736489958212e+18 0.03843475297714175 0.010952916068668642 -3589 GBM_grid_1_AutoML_20190416_030706_model_34 heat_type_district 2.8428983642892534e+18 0.01847353581281011 0.0052644825730918665 -3590 GBM_grid_1_AutoML_20190416_030706_model_34 room_count 2.563825820485288e+18 0.016660084900496728 0.004747695704472419 -3591 GBM_grid_1_AutoML_20190416_030706_model_34 front_door_structure_corridor 1.4123439889160602e+18 0.009177601136567848 0.0026153802788931304 -3592 GBM_grid_1_AutoML_20190416_030706_model_34 heat_type_central 1.070190813759144e+18 0.006954243800222048 0.001981780622089373 -3593 GBM_grid_1_AutoML_20190416_030706_model_34 front_door_structure_mixed 1.001255282988286e+18 0.006506291452552068 0.0018541257241976045 -3594 GBM_grid_1_AutoML_20190416_030706_model_34 front_door_structure_stairway 7.907403815526072e+17 0.005138337318259803 0.0014642939792764826 -3595 GBM_grid_1_AutoML_20190416_030706_model_34 heat_fuel_cogeneration 5.5709512272288154e+17 0.0036200790116307784 0.0010316294110156526 -3596 GBM_grid_1_AutoML_20190416_022142_model_32 supply_area 4.037022483850262e+21 1.0 0.17886540845789153 -3597 GBM_grid_1_AutoML_20190416_022142_model_32 exclusive_use_area 3.1950407565161424e+21 0.7914349670574315 0.14156033865058543 -3598 GBM_grid_1_AutoML_20190416_022142_model_32 total_parking_capacity_in_site 2.1499098127656645e+21 0.5325483871754941 0.09525448479573613 -3599 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_in_sites 1.982413483536873e+21 0.49105832119274445 0.08783334719678673 -3600 GBM_grid_1_AutoML_20190416_022142_model_32 city 1.7754013045401374e+21 0.4397798901647111 0.07866140968587773 -3601 GBM_grid_1_AutoML_20190416_022142_model_32 total_household_count_of_area_type 1.75029261071764e+21 0.43356028303521343 0.07754893711621252 -3602 GBM_grid_1_AutoML_20190416_022142_model_32 apartment_building_count_in_sites 1.6366401927337833e+21 0.40540774773512217 0.07251342239063648 -3603 GBM_grid_1_AutoML_20190416_022142_model_32 floor 1.4618297362351653e+21 0.3621059189249208 0.06476822309352612 -3604 GBM_grid_1_AutoML_20190416_022142_model_32 room_count 1.1778126886410912e+21 0.2917528186560325 0.0521844870776524 -3605 GBM_grid_1_AutoML_20190416_022142_model_32 bathroom_count 9.555284514642214e+20 0.23669138710193596 0.0423359016324527 -3606 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_cogeneration 4.9030551924131444e+20 0.12145226369254486 0.021723608753502585 -3607 GBM_grid_1_AutoML_20190416_022142_model_32 heat_fuel_gas 4.5046913984364125e+20 0.11158450111330856 0.019958607369201988 -3608 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_individual 4.3354862346240105e+20 0.10739316543238799 0.019208922400649996 -3609 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_district 3.2470481842755286e+20 0.08043175873468743 0.014386459379066453 -3610 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_corridor 2.884018647812727e+20 0.07143925156102002 0.01277801091038791 -3611 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_stairway 2.1420092675662335e+20 0.05305913643372424 0.00949044411064108 -3612 GBM_grid_1_AutoML_20190416_022142_model_32 front_door_structure_mixed 1.3724838611667386e+20 0.03399742921069264 0.0060809640622887925 -3613 GBM_grid_1_AutoML_20190416_022142_model_32 heat_type_central 1.0939812602101472e+20 0.02709871606082252 0.004847022916903446 -3614 XGBoost_grid_1_AutoML_20190416_030706_model_26 supply_area 4.290244761617307e+20 1.0 0.2543896575139779 -3615 XGBoost_grid_1_AutoML_20190416_030706_model_26 city 3.762528790249472e+20 0.8769963019152082 0.223098788885235 -3616 XGBoost_grid_1_AutoML_20190416_030706_model_26 exclusive_use_area 3.149534697031331e+20 0.7341153878232441 0.18675136208409615 -3617 XGBoost_grid_1_AutoML_20190416_030706_model_26 apartment_building_count_in_sites 1.0644406373262243e+20 0.24810720517608856 0.06311590695149542 -3618 XGBoost_grid_1_AutoML_20190416_030706_model_26 total_parking_capacity_in_site 1.0467421944781e+20 0.2439819293861235 0.062066479456135505 -3619 XGBoost_grid_1_AutoML_20190416_030706_model_26 total_household_count_in_sites 8.43488234186033e+19 0.19660608684434608 0.0500145550974966 -3620 XGBoost_grid_1_AutoML_20190416_030706_model_26 total_household_count_of_area_type 6.131125326106853e+19 0.14290852076690339 0.036354449653721754 -3621 XGBoost_grid_1_AutoML_20190416_030706_model_26 floor 4.420403100933895e+19 0.10303382083188005 0.026210738393778528 -3622 XGBoost_grid_1_AutoML_20190416_030706_model_26 heat_fuel_gas 3.696762161941027e+19 0.08616669601264072 0.02191991628776672 -3623 XGBoost_grid_1_AutoML_20190416_030706_model_26 heat_fuel_cogeneration 3.0660690981091803e+19 0.07146606472292165 0.01818022772873582 -3624 XGBoost_grid_1_AutoML_20190416_030706_model_26 bathroom_count 2.882280231968283e+19 0.06718218638140686 0.01709045338460632 -3625 XGBoost_grid_1_AutoML_20190416_030706_model_26 room_count 2.1995600371286802e+19 0.05126887064362979 0.01304227044416142 -3626 XGBoost_grid_1_AutoML_20190416_030706_model_26 heat_type_individual 2.112657276897172e+19 0.04924328084490818 0.01252698134900082 -3627 XGBoost_grid_1_AutoML_20190416_030706_model_26 heat_type_district 8.807962799985656e+18 0.02053021048772353 0.005222673214661866 -3628 XGBoost_grid_1_AutoML_20190416_030706_model_26 front_door_structure_corridor 6.784447438749958e+18 0.015813660561856624 0.004022831694373006 -3629 XGBoost_grid_1_AutoML_20190416_030706_model_26 front_door_structure_stairway 6.480001465111806e+18 0.01510403677451032 0.003842310742146208 -3630 XGBoost_grid_1_AutoML_20190416_030706_model_26 heat_type_central 2.1217565877385298e+18 0.004945537389197079 0.0012580935626604174 -3631 XGBoost_grid_1_AutoML_20190416_030706_model_26 front_door_structure_mixed 1.5048570347160863e+18 0.003507625131739094 0.0008923035559505298 -3632 GBM_grid_1_AutoML_20190416_030706_model_12 supply_area 1.101546691857618e+20 1.0 0.20456527182065948 -3633 GBM_grid_1_AutoML_20190416_030706_model_12 exclusive_use_area 7.729995992604764e+19 0.7017402030928994 0.14355167539318375 -3634 GBM_grid_1_AutoML_20190416_030706_model_12 room_count 5.956806553615991e+19 0.540767504241749 0.11062225149699302 -3635 GBM_grid_1_AutoML_20190416_030706_model_12 total_parking_capacity_in_site 5.364825534979532e+19 0.4870266121840408 0.09962873130532321 -3636 GBM_grid_1_AutoML_20190416_030706_model_12 city 4.946483790647971e+19 0.44904894428999254 0.0918598193494625 -3637 GBM_grid_1_AutoML_20190416_030706_model_12 total_household_count_in_sites 3.3709995165705306e+19 0.306024205917751 0.06260192486726619 -3638 GBM_grid_1_AutoML_20190416_030706_model_12 heat_fuel_gas 2.800071066973425e+19 0.254194496490336 0.05199936626986125 -3639 GBM_grid_1_AutoML_20190416_030706_model_12 total_household_count_of_area_type 2.4827223243833213e+19 0.2253851191905925 0.046105968171555295 -3640 GBM_grid_1_AutoML_20190416_030706_model_12 apartment_building_count_in_sites 2.4600200480976536e+19 0.22332417375328353 0.04568437030796463 -3641 GBM_grid_1_AutoML_20190416_030706_model_12 floor 2.4127782115963044e+19 0.21903549158932714 0.04480705487534248 -3642 GBM_grid_1_AutoML_20190416_030706_model_12 heat_fuel_cogeneration 1.6538592221239181e+19 0.15013972937768943 0.030713374551227288 -3643 GBM_grid_1_AutoML_20190416_030706_model_12 heat_type_district 1.0893766594446492e+19 0.098895186876514 0.020230520785149003 -3644 GBM_grid_1_AutoML_20190416_030706_model_12 bathroom_count 8.717752268973146e+18 0.07914101447912089 0.01618950313908411 -3645 GBM_grid_1_AutoML_20190416_030706_model_12 heat_type_individual 8.408514073905332e+18 0.07633370547121743 0.015615225208797755 -3646 GBM_grid_1_AutoML_20190416_030706_model_12 front_door_structure_stairway 3.7170485912781455e+18 0.03374390408281121 0.006902830910990535 -3647 GBM_grid_1_AutoML_20190416_030706_model_12 heat_type_central 2.1293025360399565e+18 0.01933011602485192 0.003954270438948719 -3648 GBM_grid_1_AutoML_20190416_030706_model_12 front_door_structure_corridor 1.3798851687135314e+18 0.012526796902149749 0.0025625476133304586 -3649 GBM_grid_1_AutoML_20190416_030706_model_12 front_door_structure_mixed 1.2952066930172232e+18 0.011758073466981434 0.002405293494860341 -3650 GBM_grid_1_AutoML_20190416_022142_model_23 city 4.0621933836426124e+20 1.0 0.24225899348114338 -3651 GBM_grid_1_AutoML_20190416_022142_model_23 supply_area 3.997210311300586e+20 0.9840029594347487 0.23838356653512857 -3652 GBM_grid_1_AutoML_20190416_022142_model_23 exclusive_use_area 2.863508973634705e+20 0.7049169508190587 0.17077247099322182 -3653 GBM_grid_1_AutoML_20190416_022142_model_23 apartment_building_count_in_sites 1.1289979787659759e+20 0.277928171345105 0.0673305990501199 -3654 GBM_grid_1_AutoML_20190416_022142_model_23 total_parking_capacity_in_site 8.128371925189866e+19 0.20009810359892488 0.04847556517536109 -3655 GBM_grid_1_AutoML_20190416_022142_model_23 room_count 6.486166866613397e+19 0.15967154327835525 0.038681867362195164 -3656 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_cogeneration 6.348830827429757e+19 0.15629070868449627 0.03786282977636066 -3657 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_in_sites 5.997628781527407e+19 0.1476450827200469 0.035768349132198715 -3658 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_individual 5.5692317834575086e+19 0.1370991298908453 0.03321349721449672 -3659 GBM_grid_1_AutoML_20190416_022142_model_23 floor 3.4295164050100716e+19 0.08442523733163061 0.020452773020367482 -3660 GBM_grid_1_AutoML_20190416_022142_model_23 bathroom_count 3.137879521933184e+19 0.07724594143076995 0.01871352402152168 -3661 GBM_grid_1_AutoML_20190416_022142_model_23 heat_fuel_gas 2.2481243662159184e+19 0.05534262291077834 0.013407248122971628 -3662 GBM_grid_1_AutoML_20190416_022142_model_23 total_household_count_of_area_type 2.1889132461345997e+19 0.05388500840331185 0.013054127899509282 -3663 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_stairway 1.4118081144364728e+19 0.03475482285312792 0.008419668403014209 -3664 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_district 9.737019888886612e+18 0.023969858077399854 0.005806913691716743 -3665 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_corridor 8.8855272980113e+18 0.021873718109509478 0.005299104932900025 -3666 GBM_grid_1_AutoML_20190416_022142_model_23 front_door_structure_mixed 2.0045347668833075e+18 0.0049346118649964904 0.0011954541036341576 -3667 GBM_grid_1_AutoML_20190416_022142_model_23 heat_type_central 1.5148980497788436e+18 0.003729261280073324 0.0009034470841387638 -3668 XGBoost_grid_1_AutoML_20190416_023844_model_7 supply_area 5.0741905708783396e+20 1.0 0.24651873543601543 -3669 XGBoost_grid_1_AutoML_20190416_023844_model_7 exclusive_use_area 4.830507480072019e+20 0.9519759679100623 0.23467991177466535 -3670 XGBoost_grid_1_AutoML_20190416_023844_model_7 city 4.59557052047954e+20 0.9056755863396848 0.2232660002597309 -3671 XGBoost_grid_1_AutoML_20190416_023844_model_7 apartment_building_count_in_sites 1.1931675004643783e+20 0.2351444006285798 0.05796750028781728 -3672 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_parking_capacity_in_site 8.179398940420997e+19 0.16119613219424567 0.03973786666570221 -3673 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_fuel_cogeneration 7.481482615276228e+19 0.14744189266784252 0.036347188930769256 -3674 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_household_count_in_sites 6.8413306728129495e+19 0.13482604914518848 0.03323714713910593 -3675 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_fuel_gas 5.079497869525149e+19 0.10010459399529197 0.024677657923055117 -3676 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_individual 4.111683545500903e+19 0.0810313189476676 0.019975738277691453 -3677 XGBoost_grid_1_AutoML_20190416_023844_model_7 floor 3.801831493091302e+19 0.07492488585097044 0.018470388112669038 -3678 XGBoost_grid_1_AutoML_20190416_023844_model_7 total_household_count_of_area_type 3.798693486905629e+19 0.07486304335329837 0.01845514277834671 -3679 XGBoost_grid_1_AutoML_20190416_023844_model_7 room_count 3.669044133511771e+19 0.07230796877375974 0.017825269024054142 -3680 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_district 2.0195088508152447e+19 0.039799625627101126 0.009811353380419802 -3681 XGBoost_grid_1_AutoML_20190416_023844_model_7 bathroom_count 1.7385332722859246e+19 0.03426227785498773 0.008446293409968969 -3682 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_stairway 1.4638619635767837e+19 0.02884917196405948 0.007111861390956093 -3683 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_mixed 4.50948091506747e+18 0.008887094112996393 0.002190835202436728 -3684 XGBoost_grid_1_AutoML_20190416_023844_model_7 heat_type_central 1.338712169105064e+18 0.0026382772787213894 0.0006503847784799689 -3685 XGBoost_grid_1_AutoML_20190416_023844_model_7 front_door_structure_corridor 1.2982461554732564e+18 0.0025585285718753184 0.0006307252281156179 -3686 XGBoost_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 8.919500799934695e+20 1.0 0.2344245425879374 -3687 XGBoost_grid_1_AutoML_20190416_020809_model_8 supply_area 8.217264361662998e+20 0.9212695358156324 0.21596818953378105 -3688 XGBoost_grid_1_AutoML_20190416_020809_model_8 city 5.816057982183455e+20 0.6520609294890178 0.1528590851349283 -3689 XGBoost_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 2.7776256805844707e+20 0.311410441333758 0.07300225026677393 -3690 XGBoost_grid_1_AutoML_20190416_020809_model_8 floor 2.4548120573410646e+20 0.2752185478092045 0.06451798218188914 -3691 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.4231440113987905e+20 0.27166811974685084 0.06368567470738051 -3692 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.6774045599452994e+20 0.18806036319404565 0.04408596462068553 -3693 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 1.437580139225961e+20 0.16117271262944294 0.037782839435814244 -3694 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 1.4110833163714429e+20 0.1582020505432069 0.03708644333506503 -3695 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_district 7.256588506930925e+19 0.08135644213389223 0.019071946733819685 -3696 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 6.70569799704306e+19 0.07518019390829761 0.017624082568625105 -3697 XGBoost_grid_1_AutoML_20190416_020809_model_8 bathroom_count 4.857790585681792e+19 0.05446258366519076 0.012767366263869616 -3698 XGBoost_grid_1_AutoML_20190416_020809_model_8 room_count 2.890357904092902e+19 0.03240492903049086 0.007596510665567394 -3699 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 2.026429177000467e+19 0.022719087339678288 0.005325911657619482 -3700 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 1.9697423157141963e+19 0.022083548843099134 0.0051769258362618885 -3701 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 1.4714697044316914e+19 0.01649722038751838 0.0038673533433163914 -3702 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_central 1.0503291532516262e+19 0.011775649521319806 0.0027605012527112597 -3703 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 9.118054765832438e+18 0.01022260659015715 0.0023964298739540244 -3704 GBM_grid_1_AutoML_20190416_030706_model_61 supply_area 5.786628014149751e+20 1.0 0.24397188380454995 -3705 GBM_grid_1_AutoML_20190416_030706_model_61 city 4.92096016752543e+20 0.8504020226446997 0.20747418345582694 -3706 GBM_grid_1_AutoML_20190416_030706_model_61 exclusive_use_area 2.9366618571757584e+20 0.5074910379576649 0.12381354454445788 -3707 GBM_grid_1_AutoML_20190416_030706_model_61 room_count 1.7379929282915703e+20 0.3003464062389605 0.07327607852404583 -3708 GBM_grid_1_AutoML_20190416_030706_model_61 bathroom_count 1.4387966388909323e+20 0.24864163298085085 0.060661567590577704 -3709 GBM_grid_1_AutoML_20190416_030706_model_61 apartment_building_count_in_sites 1.3475698072906367e+20 0.2328765222156136 0.05681532381879539 -3710 GBM_grid_1_AutoML_20190416_030706_model_61 total_parking_capacity_in_site 1.1465507583136524e+20 0.19813797526124874 0.048340095077706174 -3711 GBM_grid_1_AutoML_20190416_030706_model_61 heat_fuel_cogeneration 9.804774434218076e+19 0.16943847799172423 0.04133822466461674 -3712 GBM_grid_1_AutoML_20190416_030706_model_61 heat_type_individual 6.351879993075905e+19 0.10976824460711786 0.026780365418717176 -3713 GBM_grid_1_AutoML_20190416_030706_model_61 total_household_count_in_sites 6.339320491654146e+19 0.10955120108209691 0.026727412901050237 -3714 GBM_grid_1_AutoML_20190416_030706_model_61 floor 5.558679550463417e+19 0.09606077212620297 0.023436127535349342 -3715 GBM_grid_1_AutoML_20190416_030706_model_61 heat_type_district 4.933778713886694e+19 0.08526172240244875 0.020801463030946023 -3716 GBM_grid_1_AutoML_20190416_030706_model_61 total_household_count_of_area_type 3.4253699267594027e+19 0.059194576157021284 0.01444181225604038 -3717 GBM_grid_1_AutoML_20190416_030706_model_61 heat_fuel_gas 2.839136275303655e+19 0.04906374262111298 0.011970173713774521 -3718 GBM_grid_1_AutoML_20190416_030706_model_61 front_door_structure_corridor 2.2420200975608316e+19 0.03874484573880561 0.009452653002613096 -3719 GBM_grid_1_AutoML_20190416_030706_model_61 front_door_structure_stairway 1.7705671037565272e+19 0.030597562162749156 0.007464944880672732 -3720 GBM_grid_1_AutoML_20190416_030706_model_61 front_door_structure_mixed 4.021170208986104e+18 0.006949073275754615 0.0016953784977817084 -3721 GBM_grid_1_AutoML_20190416_030706_model_61 heat_type_central 3.6497131248036086e+18 0.00630715006369711 0.0015387672824781712 -3722 XGBoost_grid_1_AutoML_20190416_022142_model_7 supply_area 8.01618426780044e+20 1.0 0.3076070107898263 -3723 XGBoost_grid_1_AutoML_20190416_022142_model_7 city 6.984931025564216e+20 0.871353600692716 0.26803447645003825 -3724 XGBoost_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 5.0634663742656637e+20 0.6316554366900835 0.19430164072937892 -3725 XGBoost_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 1.4029362870533436e+20 0.17501297876705313 0.05383521924795655 -3726 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 8.754314219180419e+19 0.10920799630748151 0.03359314529849077 -3727 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 8.595042483217996e+19 0.10722111912699818 0.03298196794819578 -3728 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 5.181748492666457e+19 0.06464108507935132 0.019884050955470096 -3729 XGBoost_grid_1_AutoML_20190416_022142_model_7 floor 4.804464711539307e+19 0.05993455927451633 0.018436290621439626 -3730 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 4.765965971599707e+19 0.059454296612712974 0.018288558459648333 -3731 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_district 4.181808637901852e+19 0.05216707224033534 0.01604695715350648 -3732 XGBoost_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 2.6831718703175827e+19 0.03347193353694972 0.01029620142065684 -3733 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 2.156222786319889e+19 0.02689836852904 0.008274126738341131 -3734 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 1.1763382435482436e+19 0.01467454095676644 0.004513991678423802 -3735 XGBoost_grid_1_AutoML_20190416_022142_model_7 bathroom_count 1.1524361801743466e+19 0.014376368377701522 0.004422271702678149 -3736 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.019384717901824e+19 0.012716582900876017 0.003911710053599489 -3737 XGBoost_grid_1_AutoML_20190416_022142_model_7 room_count 8.699353041393943e+18 0.01085223686328877 0.0033382241418994187 -3738 XGBoost_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 4.3515055582897766e+18 0.0054284001127182 0.0016698139320444013 -3739 XGBoost_grid_1_AutoML_20190416_022142_model_7 heat_type_central 1.4706670334556242e+18 0.0018346222895137619 0.0005643426784057155 -3740 GBM_grid_1_AutoML_20190416_022142_model_8 supply_area 8.113334652324681e+20 1.0 0.2870514655600605 -3741 GBM_grid_1_AutoML_20190416_022142_model_8 city 6.77219927504072e+20 0.8346998571173578 0.23960181728831068 -3742 GBM_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 4.553644119011046e+20 0.5612543194808696 0.16110887495889803 -3743 GBM_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 1.4455165900771086e+20 0.17816553267193663 0.05114267726576825 -3744 GBM_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 1.2514889397169658e+20 0.15425087135514395 0.044277938686410424 -3745 GBM_grid_1_AutoML_20190416_022142_model_8 room_count 1.0008172650435707e+20 0.1233546140928392 0.035409122758945186 -3746 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 8.919663175811885e+19 0.10993831214956935 0.03155795362373329 -3747 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_district 7.751929930164942e+19 0.09554554646582725 0.02742648914075257 -3748 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 7.10787516122771e+19 0.08760732135203025 0.025147809987891463 -3749 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 6.246313242865225e+19 0.0769882361634805 0.022099586021611127 -3750 GBM_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 5.186779418070509e+19 0.06392907035560726 0.01835093333746928 -3751 GBM_grid_1_AutoML_20190416_022142_model_8 floor 4.780194971477082e+19 0.05891775917448977 0.016912429118551987 -3752 GBM_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 4.6102342232740725e+19 0.05682292695708195 0.016311104460442642 -3753 GBM_grid_1_AutoML_20190416_022142_model_8 bathroom_count 2.318537310761019e+19 0.028576872643811112 0.008203033173529179 -3754 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 1.9921046230045557e+19 0.024553463013309403 0.007048107542545204 -3755 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 1.916535188827511e+19 0.023622040393445058 0.0067807413144573515 -3756 GBM_grid_1_AutoML_20190416_022142_model_8 heat_type_central 2.48303975339026e+18 0.003060442912556066 0.0008785046233121187 -3757 GBM_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 1.9542314227177882e+18 0.0024086661113600807 0.0006914111373107631 -3758 GBM_grid_1_AutoML_20190416_020809_model_2 supply_area 9.227605420504504e+20 1.0 0.3750408415936733 -3759 GBM_grid_1_AutoML_20190416_020809_model_2 city 5.000138726630417e+20 0.5418674183358224 0.20322241260485788 -3760 GBM_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 3.5065997787376334e+20 0.3800118902944937 0.1425199791516496 -3761 GBM_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 1.4065483146919831e+20 0.15242831163613868 0.05716684227872016 -3762 GBM_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 9.855741636016656e+19 0.10680714212287817 0.04005704046997931 -3763 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 7.791729612262526e+19 0.08443934539017736 0.03166820315875098 -3764 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 6.634194996670182e+19 0.07189508755899392 0.02696359414457591 -3765 GBM_grid_1_AutoML_20190416_020809_model_2 floor 6.3154769222988464e+19 0.06844112458759163 0.025668216964947813 -3766 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_district 5.039330070934585e+19 0.05461146030081408 0.02048152803187679 -3767 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 4.895837206440051e+19 0.05305642128521333 0.01989832489075489 -3768 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 4.354993154197501e+19 0.047195268498589515 0.01770015321695039 -3769 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 4.273192127918873e+19 0.04630878687577479 0.01736768640307263 -3770 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 1.7028642354715689e+19 0.01845402092819946 0.006921011539699186 -3771 GBM_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.470746555634103e+19 0.015938550562272443 0.005977607416657972 -3772 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.110714881604898e+19 0.012036870141161405 0.004514317907894931 -3773 GBM_grid_1_AutoML_20190416_020809_model_2 room_count 7.004443772549333e+18 0.0075907491200099195 0.0028468409382949554 -3774 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.8832754549181645e+18 0.0031246193606320524 0.0011718598746713303 -3775 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_central 2.001654183857488e+18 0.0021692021847939513 0.0008135394129719584 -3776 GBM_grid_1_AutoML_20190416_023844_model_2 supply_area 1.756430594797281e+20 1.0 0.35647342668643767 -3777 GBM_grid_1_AutoML_20190416_023844_model_2 city 1.0395650223766294e+20 0.5918622833466478 0.21098317627103885 -3778 GBM_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 5.176742636127519e+19 0.29473083943433553 0.10506371228332784 -3779 GBM_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 3.667750887935181e+19 0.2088184354565115 0.07443822324248336 -3780 GBM_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 2.8541217391809397e+19 0.1624955604642237 0.057925349260015045 -3781 GBM_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 2.748426126207484e+19 0.15647792371350117 0.055780221666930745 -3782 GBM_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 1.8548347744209076e+19 0.10560250885603505 0.03764448819859569 -3783 GBM_grid_1_AutoML_20190416_023844_model_2 floor 1.3121314480157884e+19 0.07470442907920473 0.026630143822518066 -3784 GBM_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 1.2753804917597012e+19 0.07261206309759707 0.025884270951172256 -3785 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 8.309842251161272e+18 0.04731096278882774 0.016865101025167965 -3786 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 4.341701487982805e+18 0.02471889012206545 0.008811627465698206 -3787 GBM_grid_1_AutoML_20190416_023844_model_2 bathroom_count 3.551937404036186e+18 0.020222475141103622 0.00720877500963051 -3788 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 3.49761630694382e+18 0.019913205322795568 0.007098528537727545 -3789 GBM_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 1.5119681261687276e+18 0.008608186003177837 0.0030685895621070333 -3790 GBM_grid_1_AutoML_20190416_023844_model_2 room_count 1.359219985108435e+18 0.007738535124214856 0.002758582133262227 -3791 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_district 1.2455421651074417e+18 0.007091325833180425 0.0025278692195038837 -3792 GBM_grid_1_AutoML_20190416_023844_model_2 heat_type_central 4.1286077507436544e+17 0.0023505669754176417 0.0008379146643831023 -3793 GBM_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 0.0 0.0 0.0 -3794 GBM_grid_1_AutoML_20190416_030706_model_52 supply_area 2.9692819922267564e+20 1.0 0.1906863620309596 -3795 GBM_grid_1_AutoML_20190416_030706_model_52 exclusive_use_area 2.8130306586862997e+20 0.9473774016918888 0.18065195019896935 -3796 GBM_grid_1_AutoML_20190416_030706_model_52 city 2.804311971282687e+20 0.9444411068480724 0.1800920388173517 -3797 GBM_grid_1_AutoML_20190416_030706_model_52 apartment_building_count_in_sites 1.4436164580624512e+20 0.4861836840831135 0.09270859799661826 -3798 GBM_grid_1_AutoML_20190416_030706_model_52 total_parking_capacity_in_site 1.1959203257366086e+20 0.4027641459677432 0.07680162975109532 -3799 GBM_grid_1_AutoML_20190416_030706_model_52 total_household_count_in_sites 1.0675197096886482e+20 0.35952116117071187 0.06855578229678934 -3800 GBM_grid_1_AutoML_20190416_030706_model_52 heat_fuel_gas 5.384980462725969e+19 0.18135631700940621 0.03458217632185711 -3801 GBM_grid_1_AutoML_20190416_030706_model_52 total_household_count_of_area_type 4.7104454722481816e+19 0.15863920922901878 0.030250333683349822 -3802 GBM_grid_1_AutoML_20190416_030706_model_52 heat_type_district 4.17871065393943e+19 0.14073135070629267 0.026835549289886063 -3803 GBM_grid_1_AutoML_20190416_030706_model_52 floor 4.00845259779227e+19 0.13499737001355697 0.02574215737163253 -3804 GBM_grid_1_AutoML_20190416_030706_model_52 room_count 3.5072965172659225e+19 0.1181193475879902 0.022523748677024252 -3805 GBM_grid_1_AutoML_20190416_030706_model_52 bathroom_count 2.4373613124724457e+19 0.08208588200289435 0.01565265821323454 -3806 GBM_grid_1_AutoML_20190416_030706_model_52 front_door_structure_stairway 2.214095580847879e+19 0.07456669951335475 0.01421885265885734 -3807 GBM_grid_1_AutoML_20190416_030706_model_52 front_door_structure_corridor 2.07259723044613e+19 0.06980129323762292 0.013310154672538535 -3808 GBM_grid_1_AutoML_20190416_030706_model_52 heat_fuel_cogeneration 1.9073230406053528e+19 0.06423516006894961 0.012248768988024364 -3809 GBM_grid_1_AutoML_20190416_030706_model_52 heat_type_individual 1.5504273936408904e+19 0.052215565840487144 0.009956796291510538 -3810 GBM_grid_1_AutoML_20190416_030706_model_52 heat_type_central 5.824256028841083e+18 0.019615031661150154 0.003740319028586813 -3811 GBM_grid_1_AutoML_20190416_030706_model_52 front_door_structure_mixed 2.2456099755377295e+18 0.007562804682803728 0.0014421237117145482 -3812 GBM_grid_1_AutoML_20190416_023844_model_47 supply_area 4.3931693941825345e+21 1.0 0.2676027990831945 -3813 GBM_grid_1_AutoML_20190416_023844_model_47 city 3.7427615063225244e+21 0.8519501914218731 0.2279842559039566 -3814 GBM_grid_1_AutoML_20190416_023844_model_47 exclusive_use_area 2.763776619149097e+21 0.6291076831248322 0.1683509769289485 -3815 GBM_grid_1_AutoML_20190416_023844_model_47 total_parking_capacity_in_site 8.590317925733908e+20 0.19553805362272775 0.05232653047672173 -3816 GBM_grid_1_AutoML_20190416_023844_model_47 apartment_building_count_in_sites 7.550592990386135e+20 0.17187120078694626 0.04599321441237657 -3817 GBM_grid_1_AutoML_20190416_023844_model_47 total_household_count_in_sites 6.206922930936894e+20 0.141285763739412 0.03780846584727356 -3818 GBM_grid_1_AutoML_20190416_023844_model_47 bathroom_count 4.934623314738686e+20 0.11232490423139951 0.03005845877907427 -3819 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_individual 4.5699056321030626e+20 0.10402297799293976 0.027836840079880222 -3820 GBM_grid_1_AutoML_20190416_023844_model_47 heat_fuel_gas 3.762059078882086e+20 0.08563428225335064 0.022915973628476964 -3821 GBM_grid_1_AutoML_20190416_023844_model_47 total_household_count_of_area_type 3.759287254048928e+20 0.08557118828668438 0.022899089506391808 -3822 GBM_grid_1_AutoML_20190416_023844_model_47 heat_fuel_cogeneration 3.7099643938799197e+20 0.08444847127435333 0.0225986472913137 -3823 GBM_grid_1_AutoML_20190416_023844_model_47 floor 3.595409707858217e+20 0.08184090767406518 0.021900855973089137 -3824 GBM_grid_1_AutoML_20190416_023844_model_47 room_count 2.9775577083857705e+20 0.06777698379508591 0.018137310576981307 -3825 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_district 2.9138734671394033e+20 0.06632736427140676 0.01774938833483912 -3826 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_stairway 1.324886970370548e+20 0.030157884923011906 0.008070334419826856 -3827 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_corridor 9.311371669886154e+19 0.02119511185299692 0.00567187125874337 -3828 GBM_grid_1_AutoML_20190416_023844_model_47 heat_type_central 3.1302796975619965e+19 0.007125333481807314 0.0019067591841328414 -3829 GBM_grid_1_AutoML_20190416_023844_model_47 front_door_structure_mixed 3.090097990149341e+18 0.0007033869429759003 0.00018822831477892228 -3830 GBM_grid_1_AutoML_20190416_030706_model_14 supply_area 1.0114321965887248e+21 1.0 0.2922274065983218 -3831 GBM_grid_1_AutoML_20190416_030706_model_14 city 7.084081993485428e+20 0.7004010765504634 0.2046763901790146 -3832 GBM_grid_1_AutoML_20190416_030706_model_14 exclusive_use_area 4.715540785053156e+20 0.466224112793457 0.1362434633752354 -3833 GBM_grid_1_AutoML_20190416_030706_model_14 total_parking_capacity_in_site 1.6592603311028096e+20 0.16405057468993237 0.04794007399260323 -3834 GBM_grid_1_AutoML_20190416_030706_model_14 apartment_building_count_in_sites 1.5995955525238705e+20 0.15815153580426397 0.04621621315762169 -3835 GBM_grid_1_AutoML_20190416_030706_model_14 total_household_count_in_sites 1.5237493052994172e+20 0.1506526399336103 0.04402483026498971 -3836 GBM_grid_1_AutoML_20190416_030706_model_14 heat_type_individual 1.2971707451403613e+20 0.128250885181958 0.03747842357066273 -3837 GBM_grid_1_AutoML_20190416_030706_model_14 heat_fuel_gas 1.2287228037959569e+20 0.12148345760992105 0.03550079576194439 -3838 GBM_grid_1_AutoML_20190416_030706_model_14 room_count 1.1895277651327189e+20 0.11760825581236786 0.034368355590600266 -3839 GBM_grid_1_AutoML_20190416_030706_model_14 bathroom_count 8.781269846246975e+19 0.08682015340092711 0.0253712282688214 -3840 GBM_grid_1_AutoML_20190416_030706_model_14 heat_fuel_cogeneration 8.42870308651223e+19 0.08333433634938521 0.0243525769919731 -3841 GBM_grid_1_AutoML_20190416_030706_model_14 floor 6.352840086629279e+19 0.06281034070356485 0.01835490297135977 -3842 GBM_grid_1_AutoML_20190416_030706_model_14 total_household_count_of_area_type 5.541068013014352e+19 0.0547843743921027 0.016009495650715685 -3843 GBM_grid_1_AutoML_20190416_030706_model_14 heat_type_district 4.928538441468713e+19 0.048728312763735245 0.014239748466858253 -3844 GBM_grid_1_AutoML_20190416_030706_model_14 front_door_structure_stairway 3.52130275608751e+19 0.03481501545989805 0.010173901678526488 -3845 GBM_grid_1_AutoML_20190416_030706_model_14 front_door_structure_corridor 3.334013484728425e+19 0.03296329201278258 0.009632777337838627 -3846 GBM_grid_1_AutoML_20190416_030706_model_14 heat_type_central 8.298257796651024e+18 0.008204462765411962 0.0023975688764688334 -3847 GBM_grid_1_AutoML_20190416_030706_model_14 front_door_structure_mixed 2.7406731948421284e+18 0.002709695424058721 0.0007918472664440199 -3848 XGBoost_grid_1_AutoML_20190416_015849_model_6 supply_area 8.201676277452762e+20 1.0 0.246840765793381 -3849 XGBoost_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 7.98374146198477e+20 0.9734280154330015 0.24028171677421317 -3850 XGBoost_grid_1_AutoML_20190416_015849_model_6 city 7.341820185410074e+20 0.8951609326002637 0.22096221011136621 -3851 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.4838437182418452e+20 0.1809195666892001 0.04465832438856881 -3852 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 1.4519613994735501e+20 0.1770322736908233 0.043698782007986235 -3853 XGBoost_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 1.3768471631104049e+20 0.16787387316120939 0.04143811540781383 -3854 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 1.055048345118971e+20 0.12863813559910986 0.031753135901517064 -3855 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 8.880615559667699e+19 0.10827805511028775 0.02672743804204134 -3856 XGBoost_grid_1_AutoML_20190416_015849_model_6 bathroom_count 7.72755067874459e+19 0.09421916224599608 0.02325713016121248 -3857 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 6.181341341561337e+19 0.07536680469277322 0.018603599785764324 -3858 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_district 5.311751229097483e+19 0.06476421464841309 0.01598644833982119 -3859 XGBoost_grid_1_AutoML_20190416_015849_model_6 floor 4.616552896696576e+19 0.05628791896344344 0.013894153021852151 -3860 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 3.356776893860597e+19 0.04092793692782921 0.010102683293608559 -3861 XGBoost_grid_1_AutoML_20190416_015849_model_6 room_count 2.918491547917458e+19 0.03558408609640795 0.008783603062094941 -3862 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_central 1.6313958697149661e+19 0.019891005381422314 0.004909911000750546 -3863 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.3081196599395222e+19 0.015949418334586987 0.0039369666356684424 -3864 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.2826370486006972e+19 0.01563871829624386 0.003860273200271792 -3865 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 1.0125572317296722e+18 0.0012345735157985869 0.00030474307206794987 -3866 GBM_grid_1_AutoML_20190416_030706_model_5 city 3.2306096937919054e+20 1.0 0.17731333932134136 -3867 GBM_grid_1_AutoML_20190416_030706_model_5 supply_area 3.206439789385482e+20 0.9925184696706417 0.17598676419540893 -3868 GBM_grid_1_AutoML_20190416_030706_model_5 exclusive_use_area 2.677571881675459e+20 0.8288131762932581 0.1469596319620852 -3869 GBM_grid_1_AutoML_20190416_030706_model_5 total_parking_capacity_in_site 1.3545237345512037e+20 0.41927805056553924 0.07434359124991798 -3870 GBM_grid_1_AutoML_20190416_030706_model_5 heat_fuel_gas 1.1052764112208947e+20 0.342126259741264 0.06066354958424411 -3871 GBM_grid_1_AutoML_20190416_030706_model_5 total_household_count_in_sites 1.095759214492726e+20 0.339180315281784 0.06014119433467851 -3872 GBM_grid_1_AutoML_20190416_030706_model_5 apartment_building_count_in_sites 1.0382261690577191e+20 0.3213715884815254 0.0569834695166632 -3873 GBM_grid_1_AutoML_20190416_030706_model_5 room_count 9.215628836167326e+19 0.2852597407194227 0.05058035720090086 -3874 GBM_grid_1_AutoML_20190416_030706_model_5 total_household_count_of_area_type 6.840436110152591e+19 0.21173824010054515 0.03754401441425161 -3875 GBM_grid_1_AutoML_20190416_030706_model_5 bathroom_count 5.848994160856741e+19 0.18104923575560516 0.032102444573403145 -3876 GBM_grid_1_AutoML_20190416_030706_model_5 heat_type_district 5.6560690127960015e+19 0.17507744818772059 0.031043566978023858 -3877 GBM_grid_1_AutoML_20190416_030706_model_5 floor 5.499637095465799e+19 0.17023526878019854 0.030184983977683093 -3878 GBM_grid_1_AutoML_20190416_030706_model_5 front_door_structure_corridor 4.5949646455921705e+19 0.14223211966527788 0.025219652096603047 -3879 GBM_grid_1_AutoML_20190416_030706_model_5 front_door_structure_stairway 2.7172369395693388e+19 0.08410910624056232 0.014913666494847577 -3880 GBM_grid_1_AutoML_20190416_030706_model_5 heat_type_individual 2.004239712937994e+19 0.062039054633849365 0.011000351945466967 -3881 GBM_grid_1_AutoML_20190416_030706_model_5 heat_fuel_cogeneration 1.6778041664512983e+19 0.05193459827955842 0.009208697047260893 -3882 GBM_grid_1_AutoML_20190416_030706_model_5 heat_type_central 7.583830325294268e+18 0.023474919733781893 0.004162416408297322 -3883 GBM_grid_1_AutoML_20190416_030706_model_5 front_door_structure_mixed 3.0031818708515553e+18 0.009296021975736079 0.0016483086989223373 -3884 GBM_grid_1_AutoML_20190416_030706_model_64 supply_area 1.5440756688988563e+20 1.0 0.3207337858864588 -3885 GBM_grid_1_AutoML_20190416_030706_model_64 city 9.627732831132189e+19 0.623527267805348 0.19998626120664909 -3886 GBM_grid_1_AutoML_20190416_030706_model_64 exclusive_use_area 7.576812032623011e+19 0.49070211941273234 0.15738474850175482 -3887 GBM_grid_1_AutoML_20190416_030706_model_64 heat_fuel_cogeneration 3.2333617713962287e+19 0.2094043599367168 0.06716305314363387 -3888 GBM_grid_1_AutoML_20190416_030706_model_64 total_household_count_in_sites 2.7795988201712124e+19 0.1800170079846837 0.05773753649488048 -3889 GBM_grid_1_AutoML_20190416_030706_model_64 total_parking_capacity_in_site 2.7394092512504185e+19 0.1774141841898204 0.056902722965158616 -3890 GBM_grid_1_AutoML_20190416_030706_model_64 apartment_building_count_in_sites 2.141605878740235e+19 0.1386982465870667 0.044485213723683505 -3891 GBM_grid_1_AutoML_20190416_030706_model_64 floor 1.2409332322661302e+19 0.08036738466004653 0.025776535543810035 -3892 GBM_grid_1_AutoML_20190416_030706_model_64 total_household_count_of_area_type 1.1715757089325318e+19 0.07587553722467698 0.02433584831023958 -3893 GBM_grid_1_AutoML_20190416_030706_model_64 heat_type_individual 5.257491319827202e+18 0.034049440877314874 0.010920806079898345 -3894 GBM_grid_1_AutoML_20190416_030706_model_64 heat_type_district 4.874237300512391e+18 0.03156734736962995 0.010124714832254359 -3895 GBM_grid_1_AutoML_20190416_030706_model_64 heat_fuel_gas 4.791991081975677e+18 0.03103469071171261 0.009953873845782902 -3896 GBM_grid_1_AutoML_20190416_030706_model_64 bathroom_count 3.797251917210452e+18 0.024592395267250263 0.007887612038081408 -3897 GBM_grid_1_AutoML_20190416_030706_model_64 front_door_structure_corridor 1.1315562069727642e+18 0.007328372758957619 0.00235045673936767 -3898 GBM_grid_1_AutoML_20190416_030706_model_64 room_count 8.683235712759235e+17 0.005623581724431683 0.001803672656718874 -3899 GBM_grid_1_AutoML_20190416_030706_model_64 front_door_structure_stairway 7.957697538964849e+17 0.005153696609078627 0.001652964624739993 -3900 GBM_grid_1_AutoML_20190416_030706_model_64 heat_type_central 3.8522887963725005e+17 0.0024948834270018165 0.0008001934068876751 -3901 GBM_grid_1_AutoML_20190416_030706_model_64 front_door_structure_mixed 0.0 0.0 0.0 -3902 GBM_grid_1_AutoML_20190416_023844_model_60 supply_area 8.220839797554665e+20 1.0 0.3502008565238317 -3903 GBM_grid_1_AutoML_20190416_023844_model_60 city 4.7748088598367935e+20 0.580817650923825 0.2034028388376834 -3904 GBM_grid_1_AutoML_20190416_023844_model_60 exclusive_use_area 4.3450095886172946e+20 0.5285359763256476 0.18509375161290145 -3905 GBM_grid_1_AutoML_20190416_023844_model_60 apartment_building_count_in_sites 1.0894577814125465e+20 0.1325239036693808 0.04640998457489892 -3906 GBM_grid_1_AutoML_20190416_023844_model_60 total_parking_capacity_in_site 7.305948662534347e+19 0.08887107451853693 0.031122726416584905 -3907 GBM_grid_1_AutoML_20190416_023844_model_60 heat_fuel_gas 6.561745976492766e+19 0.07981843872501437 0.02795248560789501 -3908 GBM_grid_1_AutoML_20190416_023844_model_60 bathroom_count 6.372140913743259e+19 0.07751204342454998 0.027144783998189842 -3909 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_district 6.203081765075026e+19 0.07545557288344394 0.026424606253278478 -3910 GBM_grid_1_AutoML_20190416_023844_model_60 total_household_count_in_sites 5.841022701555365e+19 0.07105141135693716 0.024882265114426493 -3911 GBM_grid_1_AutoML_20190416_023844_model_60 floor 5.0982740096903545e+19 0.0620164622500838 0.02171821819855722 -3912 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_individual 4.10927033738026e+19 0.049986016496788875 0.017505145791389846 -3913 GBM_grid_1_AutoML_20190416_023844_model_60 heat_fuel_cogeneration 3.3703708158217683e+19 0.04099788949572164 0.014357496017071121 -3914 GBM_grid_1_AutoML_20190416_023844_model_60 total_household_count_of_area_type 2.038547554357163e+19 0.024797315171663364 0.008684041012607916 -3915 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_stairway 1.4418486412770804e+19 0.017538945859350844 0.006142153862469777 -3916 GBM_grid_1_AutoML_20190416_023844_model_60 room_count 7.661301914587365e+18 0.009319366516382259 0.0032636501362965846 -3917 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_corridor 7.486398201910526e+18 0.00910661001341663 0.0031891426267270065 -3918 GBM_grid_1_AutoML_20190416_023844_model_60 heat_type_central 4.462304719410299e+18 0.0054280399926265885 0.0019009042546634443 -3919 GBM_grid_1_AutoML_20190416_023844_model_60 front_door_structure_mixed 1.4200965079645553e+18 0.0017274348399137652 0.0006049491605269086 -3920 GBM_grid_1_AutoML_20190416_023844_model_41 supply_area 6.823421809827548e+21 1.0 0.16227066001026658 -3921 GBM_grid_1_AutoML_20190416_023844_model_41 exclusive_use_area 6.540519192035016e+21 0.9585394797980865 0.15554283403273306 -3922 GBM_grid_1_AutoML_20190416_023844_model_41 total_household_count_in_sites 4.442030916864714e+21 0.6509975552833337 0.10563780296089655 -3923 GBM_grid_1_AutoML_20190416_023844_model_41 city 3.988324779604528e+21 0.5845050900796249 0.09484802674658105 -3924 GBM_grid_1_AutoML_20190416_023844_model_41 total_parking_capacity_in_site 3.9355012151501694e+21 0.5767635835559803 0.09359180737351545 -3925 GBM_grid_1_AutoML_20190416_023844_model_41 apartment_building_count_in_sites 3.0660731443119705e+21 0.44934539147147656 0.0729155732466481 -3926 GBM_grid_1_AutoML_20190416_023844_model_41 total_household_count_of_area_type 2.3806112072773455e+21 0.3488881786332819 0.05661431501660244 -3927 GBM_grid_1_AutoML_20190416_023844_model_41 floor 2.1635308091011582e+21 0.3170741703209813 0.0514518348901933 -3928 GBM_grid_1_AutoML_20190416_023844_model_41 room_count 1.8485700210486306e+21 0.2709153959068156 0.043961620100741644 -3929 GBM_grid_1_AutoML_20190416_023844_model_41 bathroom_count 1.6841054587939895e+21 0.2468124506634528 0.04005041926790984 -3930 GBM_grid_1_AutoML_20190416_023844_model_41 heat_fuel_cogeneration 1.225761036130077e+21 0.17964022601748791 0.029150338040251224 -3931 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_district 1.001223380658406e+21 0.14673332655712082 0.023810513745925972 -3932 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_individual 9.186037195943874e+20 0.13462508184256658 0.02184570088452943 -3933 GBM_grid_1_AutoML_20190416_023844_model_41 heat_fuel_gas 7.716603413212871e+20 0.11308993681291846 0.01835117868715162 -3934 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_corridor 4.637768193456839e+20 0.06796836430040445 0.01102927133484487 -3935 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_stairway 3.2873276052865443e+20 0.04817711255299966 0.007817731851364154 -3936 GBM_grid_1_AutoML_20190416_023844_model_41 heat_type_central 2.6662268568172757e+20 0.03907463045853618 0.006340666074163931 -3937 GBM_grid_1_AutoML_20190416_023844_model_41 front_door_structure_mixed 2.0056437892866638e+20 0.029393519046382294 0.004769705735680796 -3938 GBM_grid_1_AutoML_20190416_030706_model_38 supply_area 2.214035441959886e+21 1.0 0.1912591263043213 -3939 GBM_grid_1_AutoML_20190416_030706_model_38 city 2.126043549490368e+21 0.9602572340072267 0.18365795960362638 -3940 GBM_grid_1_AutoML_20190416_030706_model_38 exclusive_use_area 2.106730425438343e+21 0.9515341920513452 0.18198959822042854 -3941 GBM_grid_1_AutoML_20190416_030706_model_38 bathroom_count 7.909439808695016e+20 0.3572408850733438 0.06832557955931019 -3942 GBM_grid_1_AutoML_20190416_030706_model_38 apartment_building_count_in_sites 7.509877635004938e+20 0.3391941019858797 0.06487396759339821 -3943 GBM_grid_1_AutoML_20190416_030706_model_38 total_household_count_in_sites 6.220414730258077e+20 0.28095371069361497 0.053734961239217845 -3944 GBM_grid_1_AutoML_20190416_030706_model_38 total_parking_capacity_in_site 5.588471389764054e+20 0.25241110796388533 0.048275927978678426 -3945 GBM_grid_1_AutoML_20190416_030706_model_38 room_count 4.632969396947643e+20 0.20925452723767118 0.04002183805470079 -3946 GBM_grid_1_AutoML_20190416_030706_model_38 floor 3.36884662882288e+20 0.15215865857326763 0.029101732098360693 -3947 GBM_grid_1_AutoML_20190416_030706_model_38 heat_fuel_cogeneration 3.310213280111725e+20 0.14951040156708112 0.028595228777128168 -3948 GBM_grid_1_AutoML_20190416_030706_model_38 heat_fuel_gas 3.081045853854373e+20 0.13915973500076406 0.026615569332987015 -3949 GBM_grid_1_AutoML_20190416_030706_model_38 total_household_count_of_area_type 2.8957802556364423e+20 0.13079195575446925 0.02501515518523324 -3950 GBM_grid_1_AutoML_20190416_030706_model_38 heat_type_individual 2.6533400527741596e+20 0.11984180571316405 0.022920839055431977 -3951 GBM_grid_1_AutoML_20190416_030706_model_38 heat_type_district 2.0925922892018876e+20 0.09451485055494434 0.01807682773992215 -3952 GBM_grid_1_AutoML_20190416_030706_model_38 front_door_structure_stairway 9.910773512400798e+19 0.04476339142804183 0.008561407134945626 -3953 GBM_grid_1_AutoML_20190416_030706_model_38 front_door_structure_corridor 6.3016499038725865e+19 0.028462281065809423 0.005443671009274737 -3954 GBM_grid_1_AutoML_20190416_030706_model_38 heat_type_central 3.0814956860515287e+19 0.013918005229960357 0.0026619455201811926 -3955 GBM_grid_1_AutoML_20190416_030706_model_38 front_door_structure_mixed 1.0055762812220735e+19 0.004541825583116806 0.000868665592853535 -3956 XGBoost_grid_1_AutoML_20190416_021340_model_1 city 6.979421152895104e+20 1.0 0.27559463882157853 -3957 XGBoost_grid_1_AutoML_20190416_021340_model_1 supply_area 6.038627634986709e+20 0.8652046498844466 0.23844576299165438 -3958 XGBoost_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 5.196257120341008e+20 0.7445111860294561 0.20518329141241304 -3959 XGBoost_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.5555913379616706e+20 0.22288257204774098 0.061425241943121635 -3960 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.1332631163115143e+20 0.16237207806859888 0.044748874210024665 -3961 XGBoost_grid_1_AutoML_20190416_021340_model_1 bathroom_count 7.860599502189206e+19 0.11262537866666182 0.031038950555782183 -3962 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 7.361560201448653e+19 0.10547522552633229 0.02906840668355409 -3963 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 6.60869468319415e+19 0.0946882920291008 0.02609558564239219 -3964 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 5.8005351649834435e+19 0.08310911518181344 0.022904426581312844 -3965 XGBoost_grid_1_AutoML_20190416_021340_model_1 floor 4.069683520733813e+19 0.05830975709275955 0.016069856445753046 -3966 XGBoost_grid_1_AutoML_20190416_021340_model_1 room_count 3.4860513137893835e+19 0.049947570685619815 0.013765282703118657 -3967 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 3.288500300408265e+19 0.047117092211066476 0.012985218010231876 -3968 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 1.952716817962736e+19 0.02797820585956097 0.007710643538741478 -3969 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_district 1.5964942920167981e+19 0.022874308012700493 0.006304036655053733 -3970 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 1.0854998913962738e+19 0.015552864164759596 0.004286285982127993 -3971 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 5.686477876031914e+18 0.008147492107813454 0.0022454051447545107 -3972 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_central 3.3667667266570813e+18 0.00482384807121222 0.0013294266669159 -3973 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 2.0226178848695255e+18 0.002897973686586504 0.0007986660114692461 -3974 GBM_grid_1_AutoML_20190416_022142_model_43 exclusive_use_area 1.44828973432422e+20 1.0 0.33558676010427274 -3975 GBM_grid_1_AutoML_20190416_022142_model_43 city 9.556208280331407e+19 0.6598271087511633 0.22142924165477254 -3976 GBM_grid_1_AutoML_20190416_022142_model_43 apartment_building_count_in_sites 4.85659343742147e+19 0.3353330015618444 0.11253331555018041 -3977 GBM_grid_1_AutoML_20190416_022142_model_43 supply_area 2.796369451127354e+19 0.19308080316071255 0.06479536117103435 -3978 GBM_grid_1_AutoML_20190416_022142_model_43 total_parking_capacity_in_site 2.5310443211077976e+19 0.1747609101357607 0.058647447625333894 -3979 GBM_grid_1_AutoML_20190416_022142_model_43 bathroom_count 2.4273141951201542e+19 0.16759866051613992 0.05624389148042729 -3980 GBM_grid_1_AutoML_20190416_022142_model_43 room_count 1.295917279894464e+19 0.08947914558678731 0.03002801656436849 -3981 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_district 1.116663349462329e+19 0.07710220703755594 0.025874479856622255 -3982 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_in_sites 8.428780821984313e+18 0.058198167274293555 0.01953053439958669 -3983 GBM_grid_1_AutoML_20190416_022142_model_43 total_household_count_of_area_type 7.398227264967541e+18 0.05108250849005427 0.017142613522176317 -3984 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_mixed 6.640980412778676e+18 0.04585394935411452 0.015387978301732701 -3985 GBM_grid_1_AutoML_20190416_022142_model_43 floor 6.496816296435384e+18 0.044858539990044424 0.015053932098266965 -3986 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_cogeneration 4.984632116231799e+18 0.03441736827995716 0.011550013112386388 -3987 GBM_grid_1_AutoML_20190416_022142_model_43 heat_fuel_gas 2.1051301852201615e+18 0.014535283481812614 0.004877848690858648 -3988 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_central 1.8668761859636593e+18 0.012890212101342788 0.004325784516146515 -3989 GBM_grid_1_AutoML_20190416_022142_model_43 heat_type_individual 1.316900194872197e+18 0.0090927952029341 0.003051421682444328 -3990 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_stairway 9.346563518654054e+17 0.006453517757629631 0.002165715115558319 -3991 GBM_grid_1_AutoML_20190416_022142_model_43 front_door_structure_corridor 7.663138373883658e+17 0.005291163910278851 0.0017756445538311344 -3992 GBM_grid_1_AutoML_20190416_030706_model_29 exclusive_use_area 1.3769621280462052e+20 1.0 0.3226708568049371 -3993 GBM_grid_1_AutoML_20190416_030706_model_29 city 7.414687723693487e+19 0.5384816018298421 0.17375231983613015 -3994 GBM_grid_1_AutoML_20190416_030706_model_29 apartment_building_count_in_sites 6.0486782267957445e+19 0.4392770217564601 0.141741892984878 -3995 GBM_grid_1_AutoML_20190416_030706_model_29 bathroom_count 2.4764548882026725e+19 0.17984916489435743 0.058032084132114733 -3996 GBM_grid_1_AutoML_20190416_030706_model_29 supply_area 2.1479322487441326e+19 0.15599065544321614 0.050333638445426286 -3997 GBM_grid_1_AutoML_20190416_030706_model_29 floor 2.1199822233614156e+19 0.15396082290000918 0.049678670639539145 -3998 GBM_grid_1_AutoML_20190416_030706_model_29 total_household_count_of_area_type 1.4383581316635427e+19 0.10445880118028034 0.03370581087765764 -3999 GBM_grid_1_AutoML_20190416_030706_model_29 heat_type_individual 1.3015496381589094e+19 0.09452327058593109 0.030499904707967297 -4000 GBM_grid_1_AutoML_20190416_030706_model_29 total_parking_capacity_in_site 1.3006617825194803e+19 0.09445879127881399 0.030479099114693632 -4001 GBM_grid_1_AutoML_20190416_030706_model_29 total_household_count_in_sites 1.0101404639401345e+19 0.07336007602281988 0.023671158585558613 -4002 GBM_grid_1_AutoML_20190416_030706_model_29 heat_fuel_gas 9.394862865438999e+18 0.06822891257560967 0.022015481679641125 -4003 GBM_grid_1_AutoML_20190416_030706_model_29 room_count 7.221543992721146e+18 0.052445480130727466 0.016922628009328138 -4004 GBM_grid_1_AutoML_20190416_030706_model_29 front_door_structure_stairway 7.001069371363688e+18 0.05084431320778317 0.016405978106413976 -4005 GBM_grid_1_AutoML_20190416_030706_model_29 front_door_structure_mixed 6.067157388870287e+18 0.04406190457452217 0.014217492501518448 -4006 GBM_grid_1_AutoML_20190416_030706_model_29 heat_fuel_cogeneration 2.5855582175640945e+18 0.018777264565967306 0.006058876045953656 -4007 GBM_grid_1_AutoML_20190416_030706_model_29 front_door_structure_corridor 2.204291977833349e+18 0.016008370404210437 0.005165434594377379 -4008 GBM_grid_1_AutoML_20190416_030706_model_29 heat_type_central 1.046094191802712e+18 0.007597116656265868 0.002451368140724367 -4009 GBM_grid_1_AutoML_20190416_030706_model_29 heat_type_district 9.376754733563249e+17 0.006809740473304146 0.0021973047931403067 -4010 GBM_grid_1_AutoML_20190416_030706_model_23 supply_area 5.268792729258135e+21 1.0 0.32661877145670687 -4011 GBM_grid_1_AutoML_20190416_030706_model_23 city 3.8239090532583463e+21 0.7257657018891245 0.23704870191644042 -4012 GBM_grid_1_AutoML_20190416_030706_model_23 exclusive_use_area 2.819658409225417e+21 0.5351621432301884 0.17479400175198231 -4013 GBM_grid_1_AutoML_20190416_030706_model_23 apartment_building_count_in_sites 7.944190005632272e+20 0.1507781841847258 0.04924698528088821 -4014 GBM_grid_1_AutoML_20190416_030706_model_23 heat_type_district 6.62073547901039e+20 0.12565944077178784 0.04104273216681817 -4015 GBM_grid_1_AutoML_20190416_030706_model_23 total_parking_capacity_in_site 5.830680959067294e+20 0.11066445879886179 0.036145089576805595 -4016 GBM_grid_1_AutoML_20190416_030706_model_23 heat_fuel_cogeneration 5.29222355074446e+20 0.10044470949400251 0.03280712761425692 -4017 GBM_grid_1_AutoML_20190416_030706_model_23 bathroom_count 3.815992851013336e+20 0.07242632320346831 0.023655796705843203 -4018 GBM_grid_1_AutoML_20190416_030706_model_23 heat_type_individual 2.98696037998279e+20 0.056691552191755416 0.01851652512884493 -4019 GBM_grid_1_AutoML_20190416_030706_model_23 floor 2.940879056014326e+20 0.055816943408749584 0.018230861482634322 -4020 GBM_grid_1_AutoML_20190416_030706_model_23 total_household_count_in_sites 2.7626807666960184e+20 0.05243479690052286 0.017126188945230717 -4021 GBM_grid_1_AutoML_20190416_030706_model_23 total_household_count_of_area_type 1.255949262566667e+20 0.0238375151026962 0.007785779897423328 -4022 GBM_grid_1_AutoML_20190416_030706_model_23 front_door_structure_stairway 1.050552837897181e+20 0.01993915668884364 0.00651250286159289 -4023 GBM_grid_1_AutoML_20190416_030706_model_23 room_count 5.448083634067289e+19 0.010340288400060859 0.003377332293735915 -4024 GBM_grid_1_AutoML_20190416_030706_model_23 front_door_structure_corridor 5.432127961129655e+19 0.010310005043403023 0.003367441180988747 -4025 GBM_grid_1_AutoML_20190416_030706_model_23 front_door_structure_mixed 4.435919848829721e+19 0.008419233924683757 0.002749879841086837 -4026 GBM_grid_1_AutoML_20190416_030706_model_23 heat_type_central 1.571645549131386e+19 0.002982932959962309 0.0009742818987206075 -4027 GBM_grid_1_AutoML_20190416_030706_model_23 heat_fuel_gas 0.0 0.0 0.0 -4028 GBM_grid_1_AutoML_20190416_022142_model_24 supply_area 5.9163549051036e+20 1.0 0.3103922260471974 -4029 GBM_grid_1_AutoML_20190416_022142_model_24 city 4.3250769381415295e+20 0.7310374390168187 0.2269083380202727 -4030 GBM_grid_1_AutoML_20190416_022142_model_24 exclusive_use_area 3.6048246939854674e+20 0.6092982506637411 0.18912144035018186 -4031 GBM_grid_1_AutoML_20190416_022142_model_24 apartment_building_count_in_sites 1.18281071665724e+20 0.19992220474078 0.062054298165754265 -4032 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_cogeneration 7.384009590059932e+19 0.12480673841405787 0.038739041362029686 -4033 GBM_grid_1_AutoML_20190416_022142_model_24 total_parking_capacity_in_site 7.046318782844345e+19 0.11909898739789948 0.03696739981840113 -4034 GBM_grid_1_AutoML_20190416_022142_model_24 heat_fuel_gas 6.672980489242306e+19 0.11278871190580574 0.035008739361439084 -4035 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_in_sites 5.5733347210477175e+19 0.09420217026263951 0.02923962132629778 -4036 GBM_grid_1_AutoML_20190416_022142_model_24 total_household_count_of_area_type 3.0609645054260675e+19 0.051737337508025436 0.016058867358871177 -4037 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_individual 2.769177429060826e+19 0.046805465079048286 0.01452805249706016 -4038 GBM_grid_1_AutoML_20190416_022142_model_24 floor 2.6597272037808407e+19 0.04495550463827806 0.013953839157750236 -4039 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_district 1.899390943820251e+19 0.032104073779985504 0.009964854925753164 -4040 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_stairway 1.3526861647481668e+19 0.022863506102064717 0.007096654554263548 -4041 GBM_grid_1_AutoML_20190416_022142_model_24 room_count 7.25852166827488e+18 0.012268570403059311 0.0038080688778223412 -4042 GBM_grid_1_AutoML_20190416_022142_model_24 bathroom_count 4.4861118949307187e+18 0.0075825604901776315 0.002353567829683763 -4043 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_corridor 2.897473448567636e+18 0.00489739627700191 0.00152011373225388 -4044 GBM_grid_1_AutoML_20190416_022142_model_24 front_door_structure_mixed 2.366095421782098e+18 0.003999245244299059 0.0012413346338866526 -4045 GBM_grid_1_AutoML_20190416_022142_model_24 heat_type_central 1.9890848418066596e+18 0.0033620106868349356 0.0010435419810811628 -4046 GBM_grid_1_AutoML_20190416_023844_model_17 supply_area 6.760620801873727e+21 1.0 0.15998715416099046 -4047 GBM_grid_1_AutoML_20190416_023844_model_17 exclusive_use_area 6.343704007019577e+21 0.9383315812153523 0.1501209993380265 -4048 GBM_grid_1_AutoML_20190416_023844_model_17 total_parking_capacity_in_site 4.1491705588210886e+21 0.6137262657404381 0.09818831868966447 -4049 GBM_grid_1_AutoML_20190416_023844_model_17 apartment_building_count_in_sites 3.7716537867819664e+21 0.5578857174975176 0.08925454828949012 -4050 GBM_grid_1_AutoML_20190416_023844_model_17 city 3.589308667369269e+21 0.5309140643377722 0.08493943025744517 -4051 GBM_grid_1_AutoML_20190416_023844_model_17 total_household_count_in_sites 3.4108571913094106e+21 0.5045183410322438 0.08071645360377275 -4052 GBM_grid_1_AutoML_20190416_023844_model_17 floor 2.5698772334174043e+21 0.3801244454806806 0.060815028259478654 -4053 GBM_grid_1_AutoML_20190416_023844_model_17 total_household_count_of_area_type 2.5056269108085e+21 0.3706208326480991 0.05929457228814607 -4054 GBM_grid_1_AutoML_20190416_023844_model_17 bathroom_count 2.3606961489876248e+21 0.3491833395438109 0.055864848774045156 -4055 GBM_grid_1_AutoML_20190416_023844_model_17 room_count 1.9698853137984583e+21 0.2913763944950882 0.04661648014495924 -4056 GBM_grid_1_AutoML_20190416_023844_model_17 heat_fuel_gas 1.0111688063792678e+21 0.14956744890928053 0.02392887050611513 -4057 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_district 9.750832217837525e+20 0.1442298348568086 0.02307492082385043 -4058 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_individual 9.348839507723551e+20 0.13828374319015926 0.022123622539722828 -4059 GBM_grid_1_AutoML_20190416_023844_model_17 heat_fuel_cogeneration 6.917330587782501e+20 0.1023179792285546 0.016369562316279784 -4060 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_corridor 4.759719690022777e+20 0.07040358910092408 0.011263669862976567 -4061 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_stairway 3.244293247940973e+20 0.04798809670025876 0.007677479024676815 -4062 GBM_grid_1_AutoML_20190416_023844_model_17 front_door_structure_mixed 2.1672976831613606e+20 0.03205767261137746 0.005128815810119007 -4063 GBM_grid_1_AutoML_20190416_023844_model_17 heat_type_central 1.958719799606672e+20 0.02897248428818559 0.004635225310240822 -4064 XGBoost_grid_1_AutoML_20190416_030706_model_11 supply_area 3.992483994597893e+20 1.0 0.25578871020682525 -4065 XGBoost_grid_1_AutoML_20190416_030706_model_11 city 3.654738651605568e+20 0.9154047095869845 0.23415018998250822 -4066 XGBoost_grid_1_AutoML_20190416_030706_model_11 exclusive_use_area 3.578132773787717e+20 0.8962171867512 0.2292422382642789 -4067 XGBoost_grid_1_AutoML_20190416_030706_model_11 apartment_building_count_in_sites 1.0484532104927799e+20 0.26260674104427456 0.06717183958333275 -4068 XGBoost_grid_1_AutoML_20190416_030706_model_11 total_parking_capacity_in_site 8.16270131703694e+19 0.2044516979424749 0.05229643611630108 -4069 XGBoost_grid_1_AutoML_20190416_030706_model_11 total_household_count_in_sites 5.748213804664095e+19 0.14397587598201583 0.03682740361833767 -4070 XGBoost_grid_1_AutoML_20190416_030706_model_11 heat_fuel_cogeneration 4.086401814936473e+19 0.10235236560661626 0.026180579585133795 -4071 XGBoost_grid_1_AutoML_20190416_030706_model_11 floor 3.447249328542843e+19 0.0863434727154125 0.022085685520653573 -4072 XGBoost_grid_1_AutoML_20190416_030706_model_11 heat_type_individual 3.2484301384502477e+19 0.08136363584288875 0.02081189946999033 -4073 XGBoost_grid_1_AutoML_20190416_030706_model_11 total_household_count_of_area_type 3.1514802608664478e+19 0.07893532610601867 0.02019076525441366 -4074 XGBoost_grid_1_AutoML_20190416_030706_model_11 heat_fuel_gas 1.7477398129987813e+19 0.04377575001837438 0.01119734263553639 -4075 XGBoost_grid_1_AutoML_20190416_030706_model_11 bathroom_count 1.3413167747123118e+19 0.033596046384336324 0.008593489372698063 -4076 XGBoost_grid_1_AutoML_20190416_030706_model_11 front_door_structure_stairway 6.915610379850613e+18 0.01732157320907964 0.004430662869903581 -4077 XGBoost_grid_1_AutoML_20190416_030706_model_11 room_count 5.320582396540617e+18 0.013326496496265815 0.0034087673503556087 -4078 XGBoost_grid_1_AutoML_20190416_030706_model_11 heat_type_district 4.855783647107613e+18 0.012162312118665532 0.003110982129966297 -4079 XGBoost_grid_1_AutoML_20190416_030706_model_11 front_door_structure_corridor 3.4827149007304786e+18 0.008723178115285703 0.002231290479013335 -4080 XGBoost_grid_1_AutoML_20190416_030706_model_11 heat_type_central 2.365534945729839e+18 0.005924970391692419 0.001515540534504632 -4081 XGBoost_grid_1_AutoML_20190416_030706_model_11 front_door_structure_mixed 1.1958891820697518e+18 0.0029953512241698965 0.000766177026246853 -4082 XGBoost_grid_1_AutoML_20190416_021340_model_11 supply_area 5.833331045973025e+20 1.0 0.22215747515498302 -4083 XGBoost_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 4.694895299198871e+20 0.8048395097411691 0.1788011133890725 -4084 XGBoost_grid_1_AutoML_20190416_021340_model_11 city 4.013980590413007e+20 0.6881112281779402 0.1528690530778056 -4085 XGBoost_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 1.989336536510932e+20 0.34102925426875064 0.07576219808233235 -4086 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 1.9162350221531283e+20 0.32849756117921336 0.07297818878614361 -4087 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 1.5471924765003455e+20 0.26523309997440186 0.058923515817842304 -4088 XGBoost_grid_1_AutoML_20190416_021340_model_11 room_count 1.2481269850029477e+20 0.21396470990011415 0.047533859723677754 -4089 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.0920121668261957e+20 0.18720215914714014 0.04158835901968996 -4090 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 8.284773495999142e+19 0.14202474419343034 0.03155185857954482 -4091 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 8.140171004369856e+19 0.1395458433649044 0.0310011522303199 -4092 XGBoost_grid_1_AutoML_20190416_021340_model_11 floor 7.971951002975941e+19 0.13666207078165551 0.030360500594304167 -4093 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.510540184569669e+19 0.0773235763412308 0.017178010489921413 -4094 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.140972776046251e+19 0.07098813256801062 0.015770544297276458 -4095 XGBoost_grid_1_AutoML_20190416_021340_model_11 bathroom_count 3.2763111145027404e+19 0.05616535541497349 0.012477553550172766 -4096 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.2286682900094517e+19 0.021062893230749336 0.0046792791796022555 -4097 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.085014786866099e+19 0.01860026078264711 0.00413218697269713 -4098 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.019711157056045e+18 0.006890936114162435 0.0015308729685766164 -4099 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.8492680570006405e+18 0.003170175055086685 0.0007042780860373671 -4100 XGBoost_grid_1_AutoML_20190416_021340_model_3 supply_area 3.8940120850579954e+20 1.0 0.2460347170556068 -4101 XGBoost_grid_1_AutoML_20190416_021340_model_3 city 3.768731443205012e+20 0.9678273618272252 0.23811913112583574 -4102 XGBoost_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 3.584030378237247e+20 0.9203952889591168 0.22644919449836978 -4103 XGBoost_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 1.013224506095116e+20 0.26020065782102614 0.06401839522467893 -4104 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 9.173163937884013e+19 0.23557101872084693 0.05795864893748463 -4105 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 6.337633840817137e+19 0.16275331720555633 0.040042966348530475 -4106 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 5.3898640535718986e+19 0.138414158349784 0.034054688286079056 -4107 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 3.829109936771773e+19 0.09833328333686321 0.024193401542933955 -4108 XGBoost_grid_1_AutoML_20190416_021340_model_3 floor 3.4073487112778285e+19 0.08750226339441577 0.021528594615970266 -4109 XGBoost_grid_1_AutoML_20190416_021340_model_3 room_count 2.3667816819645743e+19 0.06078002919010778 0.014953997284419691 -4110 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 2.1376718261360525e+19 0.05489638397216775 0.01350641629796824 -4111 XGBoost_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.1481962434353168e+19 0.029486201335664736 0.0072546292026649285 -4112 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 4.5061496697132155e+18 0.0115719971363317 0.0028471130412056622 -4113 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 4.3261137116358246e+18 0.011109656614153507 0.002733361221648209 -4114 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 3.771517572684448e+18 0.009685428525392665 0.0023829516668072877 -4115 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_central 3.120272712384119e+18 0.008013002127952171 0.0019714767113166876 -4116 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_district 2.2971711610054246e+18 0.005899239937698374 0.0014514178289147552 -4117 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 7.896118015861719e+17 0.0020277589908260694 0.0004988991095648548 -4118 GBM_grid_1_AutoML_20190416_020809_model_7 supply_area 1.6696219527611102e+20 1.0 0.3696646400715778 -4119 GBM_grid_1_AutoML_20190416_020809_model_7 city 6.963670253003027e+19 0.4170806595760777 0.15417997190300703 -4120 GBM_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 6.681896209129616e+19 0.400204141906468 0.14794132007300914 -4121 GBM_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.983806057044561e+19 0.17871147729641074 0.06606331393143762 -4122 GBM_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.655430312339492e+19 0.1590438067700366 0.05879287158525915 -4123 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 1.8172245498277134e+19 0.10884048013518915 0.040234476914392414 -4124 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 1.785933658363999e+19 0.10696634980215373 0.039541677199383646 -4125 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.629967164305834e+19 0.09762492410993412 0.0360884824331139 -4126 GBM_grid_1_AutoML_20190416_020809_model_7 floor 1.6101817824174932e+19 0.09643990244346519 0.035650421825301634 -4127 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_district 7.067212692355809e+18 0.04232822095246484 0.015647246563263134 -4128 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 4.576211100390916e+18 0.027408666332058473 0.010132014774482367 -4129 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 4.313869825026818e+18 0.02583740479629431 0.009551174944405794 -4130 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 2.315139654904447e+18 0.013866250686724754 0.005125862569250374 -4131 GBM_grid_1_AutoML_20190416_020809_model_7 bathroom_count 2.0969580650467164e+18 0.012559478279372802 0.004642795017631146 -4132 GBM_grid_1_AutoML_20190416_020809_model_7 room_count 1.7897447580804055e+18 0.010719461103878301 0.00396260573072645 -4133 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 6.368449688282071e+17 0.003814306392983364 0.0014100141998849135 -4134 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_central 6.192736735047188e+17 0.00370906523168676 0.0013711102638734895 -4135 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 0.0 0.0 0.0 -4136 GBM_grid_1_AutoML_20190416_023844_model_13 supply_area 1.0956556844778547e+20 1.0 0.2057439385914162 -4137 GBM_grid_1_AutoML_20190416_023844_model_13 total_parking_capacity_in_site 6.19737573953152e+19 0.5656316877035087 0.11637529122022981 -4138 GBM_grid_1_AutoML_20190416_023844_model_13 exclusive_use_area 6.004865767061429e+19 0.5480613893700652 0.11276030883888095 -4139 GBM_grid_1_AutoML_20190416_023844_model_13 total_household_count_in_sites 4.894401684058826e+19 0.4467098335177534 0.09190784055545842 -4140 GBM_grid_1_AutoML_20190416_023844_model_13 city 3.5404923126247588e+19 0.32313913602447236 0.06648391855870234 -4141 GBM_grid_1_AutoML_20190416_023844_model_13 apartment_building_count_in_sites 3.3678824011057857e+19 0.307385107275812 0.06324262263527054 -4142 GBM_grid_1_AutoML_20190416_023844_model_13 heat_fuel_cogeneration 2.955520900517698e+19 0.26974905916051356 0.055499233863012996 -4143 GBM_grid_1_AutoML_20190416_023844_model_13 heat_fuel_gas 2.84079389903369e+19 0.2592779774959592 0.05334487228003523 -4144 GBM_grid_1_AutoML_20190416_023844_model_13 floor 2.4790193891232973e+19 0.22625898119669757 0.04655141393308974 -4145 GBM_grid_1_AutoML_20190416_023844_model_13 bathroom_count 2.331323531480426e+19 0.21277884690494175 0.04377795801116269 -4146 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_stairway 2.1182236644639506e+19 0.19332931818570454 0.03977633536871996 -4147 GBM_grid_1_AutoML_20190416_023844_model_13 room_count 2.054231867825062e+19 0.18748881577737864 0.038574687399878335 -4148 GBM_grid_1_AutoML_20190416_023844_model_13 total_household_count_of_area_type 1.8292313267541901e+19 0.16695311790637293 0.03434959203817426 -4149 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_individual 5.683998477311279e+18 0.05187759765988933 0.010673501267206467 -4150 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_mixed 4.241257802250584e+18 0.03870976861012496 0.007964300255809482 -4151 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_central 2.780428236767625e+18 0.025376843073585342 0.0052211316429757485 -4152 GBM_grid_1_AutoML_20190416_023844_model_13 heat_type_district 2.243249461511848e+18 0.020474036627491147 0.004212408934604945 -4153 GBM_grid_1_AutoML_20190416_023844_model_13 front_door_structure_corridor 1.8855123582986486e+18 0.017208986226336313 0.003540644605371866 -4154 GBM_grid_1_AutoML_20190416_030706_model_24 supply_area 3.43294375867571e+20 1.0 0.26010489829822336 -4155 GBM_grid_1_AutoML_20190416_030706_model_24 city 3.2139650228878416e+20 0.9362125478361052 0.2435134695404307 -4156 GBM_grid_1_AutoML_20190416_030706_model_24 exclusive_use_area 2.164612763727262e+20 0.6305412834850174 0.16400687641370168 -4157 GBM_grid_1_AutoML_20190416_030706_model_24 apartment_building_count_in_sites 8.330417302300682e+19 0.24266104800721286 0.0631173272128564 -4158 GBM_grid_1_AutoML_20190416_030706_model_24 room_count 6.037923243857491e+19 0.17588179907108867 0.045747717459894074 -4159 GBM_grid_1_AutoML_20190416_030706_model_24 total_parking_capacity_in_site 5.724155610639054e+19 0.1667418988782735 0.04337038464978597 -4160 GBM_grid_1_AutoML_20190416_030706_model_24 heat_fuel_gas 5.514966926384903e+19 0.16064833315277943 0.0417854183564828 -4161 GBM_grid_1_AutoML_20190416_030706_model_24 heat_type_district 3.574779263323e+19 0.10413160000914214 0.027085139230009193 -4162 GBM_grid_1_AutoML_20190416_030706_model_24 total_household_count_in_sites 3.0667516749277037e+19 0.08933300078620372 0.02323595108417063 -4163 GBM_grid_1_AutoML_20190416_030706_model_24 bathroom_count 2.742207288440783e+19 0.07987917895569065 0.0207769657184155 -4164 GBM_grid_1_AutoML_20190416_030706_model_24 floor 2.23682490511959e+19 0.06515763328387489 0.016947819578655213 -4165 GBM_grid_1_AutoML_20190416_030706_model_24 heat_type_individual 2.010399177076795e+19 0.058561960766066415 0.015232252849202252 -4166 GBM_grid_1_AutoML_20190416_030706_model_24 total_household_count_of_area_type 1.9927544343765713e+19 0.05804797790061364 0.015098563388256629 -4167 GBM_grid_1_AutoML_20190416_030706_model_24 heat_fuel_cogeneration 9.786630953043493e+18 0.02850798510261286 0.007415066565802385 -4168 GBM_grid_1_AutoML_20190416_030706_model_24 front_door_structure_stairway 7.581920473596822e+18 0.022085769551091098 0.005744616842924548 -4169 GBM_grid_1_AutoML_20190416_030706_model_24 front_door_structure_corridor 5.82205260753902e+18 0.016959359129684465 0.004411212381629623 -4170 GBM_grid_1_AutoML_20190416_030706_model_24 front_door_structure_mixed 2.117763024067494e+18 0.006168941797300055 0.00160457197879439 -4171 GBM_grid_1_AutoML_20190416_030706_model_24 heat_type_central 1.0581720521559245e+18 0.003082404276160132 0.00080174845076464 -4172 GBM_grid_1_AutoML_20190416_021340_model_3 supply_area 1.4549672883420293e+20 1.0 0.35852996467509546 -4173 GBM_grid_1_AutoML_20190416_021340_model_3 city 6.571094464156769e+19 0.45163176635020374 0.1619235212356895 -4174 GBM_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 5.560374557588796e+19 0.38216491890515136 0.13701757487512464 -4175 GBM_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 2.404833140573995e+19 0.16528434418029844 0.05925939008030872 -4176 GBM_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 2.18659437611162e+19 0.15028477915838903 0.05388159656286174 -4177 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 1.764710774973504e+19 0.12128869075705714 0.04348563001261627 -4178 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_district 1.594692302410036e+19 0.1096033096542828 0.03929607073862356 -4179 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 1.328268870225494e+19 0.0912920091653118 0.03273092082115773 -4180 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 1.2950930859782832e+19 0.08901183527322276 0.03191341015617397 -4181 GBM_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.0684248056704008e+19 0.07343290905790033 0.0263278982905185 -4182 GBM_grid_1_AutoML_20190416_021340_model_3 floor 1.0611175613433643e+19 0.07293068166175294 0.02614783471991891 -4183 GBM_grid_1_AutoML_20190416_021340_model_3 room_count 4.930154063854567e+18 0.033884982180407634 0.012148781464157786 -4184 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 3.6304081745210245e+18 0.024951819904198418 0.008945975108831602 -4185 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 2.2657337871050998e+18 0.015572403622125131 0.0055831733205468515 -4186 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 5.121100819411763e+17 0.0035197360521055992 0.0012619308424270804 -4187 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_central 4.760054529796342e+17 0.0032715886933929214 0.0011729625786736058 -4188 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 1.5151680829626778e+17 0.0010413760468039447 0.00037336451727410885 -4189 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.0 0.0 0.0 -4190 GBM_grid_1_AutoML_20190416_023844_model_44 supply_area 3.983097789287011e+21 1.0 0.2654410458989889 -4191 GBM_grid_1_AutoML_20190416_023844_model_44 city 3.0823376128912424e+21 0.7738543656099872 0.20541271218101356 -4192 GBM_grid_1_AutoML_20190416_023844_model_44 exclusive_use_area 3.0466443340445175e+21 0.7648931799361818 0.2030340456832636 -4193 GBM_grid_1_AutoML_20190416_023844_model_44 apartment_building_count_in_sites 9.164181367689734e+20 0.23007673555838445 0.061071809323642666 -4194 GBM_grid_1_AutoML_20190416_023844_model_44 total_parking_capacity_in_site 7.21860662541731e+20 0.18123096663186536 0.048106137332047105 -4195 GBM_grid_1_AutoML_20190416_023844_model_44 total_household_count_in_sites 5.70790298160099e+20 0.14330310937765664 0.03803852723378239 -4196 GBM_grid_1_AutoML_20190416_023844_model_44 heat_fuel_gas 4.26145901943655e+20 0.1069885612876044 0.028399155607409788 -4197 GBM_grid_1_AutoML_20190416_023844_model_44 heat_type_district 4.067714163467071e+20 0.10212438605970571 0.02710800384748041 -4198 GBM_grid_1_AutoML_20190416_023844_model_44 heat_fuel_cogeneration 3.848436008672727e+20 0.09661916960772411 0.025646693434566093 -4199 GBM_grid_1_AutoML_20190416_023844_model_44 heat_type_individual 3.3092671723462564e+20 0.08308274984477916 0.02205357201496224 -4200 GBM_grid_1_AutoML_20190416_023844_model_44 floor 2.832839812016033e+20 0.0711215230425744 0.01887857146234999 -4201 GBM_grid_1_AutoML_20190416_023844_model_44 total_household_count_of_area_type 2.7882770455469228e+20 0.070002726346471 0.018581596897187972 -4202 GBM_grid_1_AutoML_20190416_023844_model_44 room_count 1.766497371417477e+20 0.04434983685734933 0.011772267080864334 -4203 GBM_grid_1_AutoML_20190416_023844_model_44 bathroom_count 1.4834683009916574e+20 0.037244084365229795 0.009886108707456778 -4204 GBM_grid_1_AutoML_20190416_023844_model_44 front_door_structure_stairway 1.3723871041434943e+20 0.0344552701627031 0.009145842948720137 -4205 GBM_grid_1_AutoML_20190416_023844_model_44 front_door_structure_corridor 8.212045639672922e+19 0.020617233304590567 0.005472659971913987 -4206 GBM_grid_1_AutoML_20190416_023844_model_44 heat_type_central 2.563420980303941e+19 0.006435747038896583 0.00170831142514603 -4207 GBM_grid_1_AutoML_20190416_023844_model_44 front_door_structure_mixed 3.645440697495978e+18 0.0009152275164573665 0.00024293894920397746 -4208 GBM_grid_1_AutoML_20190416_030706_model_36 supply_area 1.2605140830014721e+20 1.0 0.31793789303819725 -4209 GBM_grid_1_AutoML_20190416_030706_model_36 city 8.294663822993313e+19 0.6580381714770279 0.2092152697781142 -4210 GBM_grid_1_AutoML_20190416_030706_model_36 exclusive_use_area 6.785884500447461e+19 0.5383426168701946 0.17115951734037912 -4211 GBM_grid_1_AutoML_20190416_030706_model_36 total_parking_capacity_in_site 3.0553928402034754e+19 0.24239259849664901 0.07706579205407829 -4212 GBM_grid_1_AutoML_20190416_030706_model_36 heat_fuel_gas 2.757761639634279e+19 0.21878070834937732 0.06955867745000537 -4213 GBM_grid_1_AutoML_20190416_030706_model_36 apartment_building_count_in_sites 1.685535492413168e+19 0.1337181008243602 0.04251405123716631 -4214 GBM_grid_1_AutoML_20190416_030706_model_36 total_household_count_in_sites 1.4982072983424598e+19 0.11885684726147641 0.03778909559147664 -4215 GBM_grid_1_AutoML_20190416_030706_model_36 total_household_count_of_area_type 8.936572675086615e+18 0.0708962541204403 0.0225406056593534 -4216 GBM_grid_1_AutoML_20190416_030706_model_36 floor 6.701474992783098e+18 0.05316461817567231 0.0169030466869535 -4217 GBM_grid_1_AutoML_20190416_030706_model_36 heat_fuel_cogeneration 3.335401783085236e+18 0.026460646716006113 0.008412842265315077 -4218 GBM_grid_1_AutoML_20190416_030706_model_36 front_door_structure_corridor 2.84934425120709e+18 0.022604620524527393 0.007186865422496229 -4219 GBM_grid_1_AutoML_20190416_030706_model_36 heat_type_individual 2.615002039444308e+18 0.020745520218366762 0.006595786988208851 -4220 GBM_grid_1_AutoML_20190416_030706_model_36 heat_type_district 1.8073263613254042e+18 0.01433801006825636 0.004558596711461887 -4221 GBM_grid_1_AutoML_20190416_030706_model_36 bathroom_count 1.3908534843953644e+18 0.01103401781187192 0.003508132374852498 -4222 GBM_grid_1_AutoML_20190416_030706_model_36 front_door_structure_stairway 9.311102894268744e+17 0.007386750390045321 0.002348527855410091 -4223 GBM_grid_1_AutoML_20190416_030706_model_36 heat_type_central 5.540997438111744e+17 0.00439582350791179 0.0013975988642732516 -4224 GBM_grid_1_AutoML_20190416_030706_model_36 room_count 5.1845821540335616e+17 0.004113069599102215 0.001307700682258021 -4225 GBM_grid_1_AutoML_20190416_030706_model_36 front_door_structure_mixed 0.0 0.0 0.0 -4226 GBM_grid_1_AutoML_20190416_023844_model_22 exclusive_use_area 2.2599763802837158e+21 1.0 0.17226214310627214 -4227 GBM_grid_1_AutoML_20190416_023844_model_22 supply_area 2.089859096809283e+21 0.9247260790163319 0.15929529615761326 -4228 GBM_grid_1_AutoML_20190416_023844_model_22 city 1.7437231254987017e+21 0.771566968890089 0.1329117796110171 -4229 GBM_grid_1_AutoML_20190416_023844_model_22 apartment_building_count_in_sites 1.1051181870996112e+21 0.4889954588644309 0.0842354057132218 -4230 GBM_grid_1_AutoML_20190416_023844_model_22 total_parking_capacity_in_site 1.0039683950000325e+21 0.4442384459230477 0.07652546674490397 -4231 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1.688592794445362e+19 0.18356749561283392 0.03664784698868094 -4254 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_individual 1.2961715969339687e+19 0.14090725408538107 0.02813105593709042 -4255 GBM_grid_1_AutoML_20190416_023844_model_19 heat_fuel_gas 1.1189539620364747e+19 0.12164186486687036 0.024284868277884803 -4256 GBM_grid_1_AutoML_20190416_023844_model_19 front_door_structure_corridor 4.301927204603822e+18 0.04676639660287235 0.009336553517779806 -4257 GBM_grid_1_AutoML_20190416_023844_model_19 heat_fuel_cogeneration 3.9176357960682045e+18 0.042588751661921234 0.008502518646530469 -4258 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_district 3.4488172321240515e+18 0.03749220914657189 0.007485032900209857 -4259 GBM_grid_1_AutoML_20190416_023844_model_19 heat_type_central 1.295718515679953e+18 0.014085799946852945 0.002812122262942428 -4260 GBM_grid_1_AutoML_20190416_023844_model_19 front_door_structure_mixed 1.2658412113404887e+18 0.013761002757660902 0.0027472789874370047 -4261 GBM_grid_1_AutoML_20190416_023844_model_19 front_door_structure_stairway 1.0304489659731804e+18 0.01120204567156535 0.0022364027703335987 -4262 GBM_grid_1_AutoML_20190416_015849_model_3 supply_area 1.2313319009082042e+20 1.0 0.282753227274686 -4263 GBM_grid_1_AutoML_20190416_015849_model_3 city 5.441833570170359e+19 0.4419469329233311 0.12496192156822104 -4264 GBM_grid_1_AutoML_20190416_015849_model_3 bathroom_count 5.125683515156857e+19 0.41627147898761185 0.11770210410615388 -4265 GBM_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 3.296467801467781e+19 0.2677156174575171 0.07569745482794822 -4266 GBM_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 3.1993270486653993e+19 0.25982653793876725 0.07346679213379508 -4267 GBM_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.5673103927360356e+19 0.20849865018866498 0.05895366622326084 -4268 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 2.336827466786747e+19 0.18978046983621175 0.05366104031989507 -4269 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 2.336039116949632e+19 0.189716445681836 0.05364293728362179 -4270 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 1.968415425081796e+19 0.15986066986731481 0.04520112031927641 -4271 GBM_grid_1_AutoML_20190416_015849_model_3 floor 1.6627149086763516e+19 0.1350338529725388 0.038181257719320794 -4272 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1109054269699916e+19 0.09021982019231463 0.025509945323518843 -4273 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 7.891200450106491e+18 0.06408670517093003 0.01812072271248177 -4274 GBM_grid_1_AutoML_20190416_015849_model_3 room_count 6.535213991256392e+18 0.05307434970568176 0.0150069436647868 -4275 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.9221648532884685e+18 0.015610452810251408 0.0044139059113177765 -4276 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.6144177334268723e+18 0.013111150066331524 0.0037072199945379514 -4277 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_district 1.5314195863757128e+18 0.012437098277452003 0.0035166296758819917 -4278 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.202133720920752e+18 0.009762873194742084 0.002760483903286848 -4279 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.1943574249333064e+18 0.00969971966171244 0.002742627038008918 -4280 GBM_grid_1_AutoML_20190416_022142_model_17 supply_area 1.8852558862163535e+20 1.0 0.42474741493821905 -4281 GBM_grid_1_AutoML_20190416_022142_model_17 city 6.7710059091003965e+19 0.3591558025944999 0.15255049871207516 -4282 GBM_grid_1_AutoML_20190416_022142_model_17 total_household_count_in_sites 4.077886317281673e+19 0.2163041286382538 0.0918746194795623 -4283 GBM_grid_1_AutoML_20190416_022142_model_17 total_parking_capacity_in_site 2.1782919638102835e+19 0.11554357049016002 0.04907683287842736 -4284 GBM_grid_1_AutoML_20190416_022142_model_17 floor 2.1336860964853645e+19 0.11317753266733474 0.04807186442953627 -4285 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_district 1.847774810258958e+19 0.09801188389165467 0.0416302943162052 -4286 GBM_grid_1_AutoML_20190416_022142_model_17 exclusive_use_area 1.6694354535988068e+19 0.08855219420369023 0.03761231557512457 -4287 GBM_grid_1_AutoML_20190416_022142_model_17 total_household_count_of_area_type 1.2793966778824786e+19 0.06786329045497297 0.028824757189951283 -4288 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_individual 1.1290717779864322e+19 0.05988957712538652 0.02543794306575102 -4289 GBM_grid_1_AutoML_20190416_022142_model_17 apartment_building_count_in_sites 9.860230062383563e+18 0.05230181289698938 0.022215059824578647 -4290 GBM_grid_1_AutoML_20190416_022142_model_17 bathroom_count 8.438688521262203e+18 0.04476150204839499 0.01901233228380757 -4291 GBM_grid_1_AutoML_20190416_022142_model_17 heat_fuel_cogeneration 8.28874812058239e+18 0.04396617022221654 0.01867451714662018 -4292 GBM_grid_1_AutoML_20190416_022142_model_17 room_count 5.733274190421688e+18 0.030411119425958567 0.012917044361553357 -4293 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_stairway 3.572558194859311e+18 0.018949990932155727 0.008048959661535838 -4294 GBM_grid_1_AutoML_20190416_022142_model_17 heat_type_central 3.1216875089711596e+18 0.01655842865573163 0.007033149766960939 -4295 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_mixed 2.9519264870553354e+18 0.015657961917200293 0.006650678847531905 -4296 GBM_grid_1_AutoML_20190416_022142_model_17 front_door_structure_corridor 1.267047100718252e+18 0.00672082293964441 0.0028546521698714455 -4297 GBM_grid_1_AutoML_20190416_022142_model_17 heat_fuel_gas 1.228171393217069e+18 0.006514613757191172 0.002767065352687909 -4298 GBM_grid_1_AutoML_20190416_030706_model_10 supply_area 4.782899365461132e+21 1.0 0.285722861842732 -4299 GBM_grid_1_AutoML_20190416_030706_model_10 city 3.3968760477412156e+21 0.7102127367076045 0.20292401564925547 -4300 GBM_grid_1_AutoML_20190416_030706_model_10 exclusive_use_area 2.9403751454372696e+21 0.6147683488117421 0.17565337199282188 -4301 GBM_grid_1_AutoML_20190416_030706_model_10 apartment_building_count_in_sites 8.358032108578323e+20 0.17474823260832925 0.049929565122811256 -4302 GBM_grid_1_AutoML_20190416_030706_model_10 total_parking_capacity_in_site 8.13266705741261e+20 0.17003634063767342 0.048583269864261674 -4303 GBM_grid_1_AutoML_20190416_030706_model_10 heat_fuel_gas 7.784009633260655e+20 0.16274667389975866 0.0465004454220249 -4304 GBM_grid_1_AutoML_20190416_030706_model_10 total_household_count_in_sites 5.561607066143068e+20 0.1162810805994631 0.03322416312704398 -4305 GBM_grid_1_AutoML_20190416_030706_model_10 heat_fuel_cogeneration 5.344511749793115e+20 0.11174209075749258 0.031927269959521075 -4306 GBM_grid_1_AutoML_20190416_030706_model_10 room_count 3.3689053867242684e+20 0.0704364681191544 0.020125309249099152 -4307 GBM_grid_1_AutoML_20190416_030706_model_10 heat_type_individual 3.317021807954635e+20 0.06935169558255659 0.019815364935494025 -4308 GBM_grid_1_AutoML_20190416_030706_model_10 heat_type_district 3.1697583222642704e+20 0.06627273710072437 0.01893563610656997 -4309 GBM_grid_1_AutoML_20190416_030706_model_10 bathroom_count 2.8362013269254e+20 0.05929878741347831 0.0169430192435828 -4310 GBM_grid_1_AutoML_20190416_030706_model_10 floor 2.6830328480673667e+20 0.05609636839617445 0.01602801491713915 -4311 GBM_grid_1_AutoML_20190416_030706_model_10 total_household_count_of_area_type 2.5877127545791866e+20 0.05410343301943377 0.01545858771782918 -4312 GBM_grid_1_AutoML_20190416_030706_model_10 front_door_structure_stairway 1.372105365283993e+20 0.028687732282063283 0.00819674096740925 -4313 GBM_grid_1_AutoML_20190416_030706_model_10 front_door_structure_corridor 1.307071803368019e+20 0.027328022262120097 0.007808240729234845 -4314 GBM_grid_1_AutoML_20190416_030706_model_10 heat_type_central 3.624295769479892e+19 0.0075776124324339915 0.0021650971101301055 -4315 GBM_grid_1_AutoML_20190416_030706_model_10 front_door_structure_mixed 9.880750247892746e+17 0.00020658494969065936 5.902604303925201e-05 -4316 GBM_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 8.419353719238925e+19 1.0 0.17703441568926814 -4317 GBM_grid_1_AutoML_20190416_021340_model_8 city 8.405487558198716e+19 0.9983530611134055 0.17674285082580393 -4318 GBM_grid_1_AutoML_20190416_021340_model_8 supply_area 6.876083156734391e+19 0.8166996406175415 0.14458394367036173 -4319 GBM_grid_1_AutoML_20190416_021340_model_8 room_count 5.534113821870994e+19 0.6573086256282454 0.11636624846561233 -4320 GBM_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 3.85428347539203e+19 0.4577885196324121 0.08104432308237913 -4321 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 3.03469959156408e+19 0.3604432944335785 0.0638108680191634 -4322 GBM_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 2.2657673496975376e+19 0.26911416544004685 0.04764246903238373 -4323 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 1.6950898086538904e+19 0.20133253277867028 0.03564278729971232 -4324 GBM_grid_1_AutoML_20190416_021340_model_8 floor 1.5991216850025316e+19 0.18993401849222766 0.03362485798328617 -4325 GBM_grid_1_AutoML_20190416_021340_model_8 bathroom_count 1.5523714401499611e+19 0.18438130667947386 0.032641836892024406 -4326 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 1.3437988122608534e+19 0.15960830926846095 0.028256163770493985 -4327 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_gas 1.1374016780784632e+19 0.1350937038646334 0.023916234926974398 -4328 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_district 7.244579311078867e+18 0.08604673889071081 0.015233234141484012 -4329 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 5.445378615560634e+18 0.0646769193592317 0.011450040627343498 -4330 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 3.123575645313958e+18 0.037099945547795755 0.006567967182157687 -4331 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_central 1.298653936848208e+18 0.015424627354480611 0.0027306898909251766 -4332 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 8.865362254757888e+17 0.010529742009175594 0.0018641267239531414 -4333 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.027862249069609e+17 0.004784051583277239 0.0008469417766728041 -4334 GBM_grid_1_AutoML_20190416_030706_model_3 supply_area 5.221912508937022e+20 1.0 0.3230996676256096 -4335 GBM_grid_1_AutoML_20190416_030706_model_3 city 3.792145587298967e+20 0.7261986065084228 0.23463452839305227 -4336 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2.738564606417961e+19 0.05244370911483207 0.016944544984056394 -4344 GBM_grid_1_AutoML_20190416_030706_model_3 total_household_count_of_area_type 1.827788327693897e+19 0.03500227789274017 0.011309224353283574 -4345 GBM_grid_1_AutoML_20190416_030706_model_3 bathroom_count 1.3099457288509325e+19 0.025085554892178508 0.008105134447866862 -4346 GBM_grid_1_AutoML_20190416_030706_model_3 front_door_structure_stairway 1.2693443928255365e+19 0.02430803638806897 0.007853918477616307 -4347 GBM_grid_1_AutoML_20190416_030706_model_3 heat_type_district 9.986268179787153e+18 0.019123775365244428 0.006178885464257295 -4348 GBM_grid_1_AutoML_20190416_030706_model_3 room_count 3.9230511657129083e+18 0.007512671188953889 0.002427341564131495 -4349 GBM_grid_1_AutoML_20190416_030706_model_3 front_door_structure_corridor 2.453103350300803e+18 0.004697710553561457 0.0015178287184570251 -4350 GBM_grid_1_AutoML_20190416_030706_model_3 front_door_structure_mixed 2.098216181226799e+18 0.00401809907315723 0.001298246475023871 -4351 GBM_grid_1_AutoML_20190416_030706_model_3 heat_type_central 1.766102784182059e+18 0.003382099529931743 0.0010927552339976766 -4352 GBM_grid_1_AutoML_20190416_022142_model_45 supply_area 1.3217046318760434e+20 1.0 0.35414021774565685 -4353 GBM_grid_1_AutoML_20190416_022142_model_45 city 8.109362688559573e+19 0.6135533229575693 0.2172839073907649 -4354 GBM_grid_1_AutoML_20190416_022142_model_45 exclusive_use_area 6.5510837923358966e+19 0.49565414498375554 0.17553106683108455 -4355 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_district 2.2525806868432945e+19 0.1704299608639454 0.060356103450741404 -4356 GBM_grid_1_AutoML_20190416_022142_model_45 bathroom_count 1.2082783966281597e+19 0.09141818584028981 0.03237485623939316 -4357 GBM_grid_1_AutoML_20190416_022142_model_45 total_household_count_in_sites 1.1277597307610071e+19 0.08532615408635222 0.030217422787540242 -4358 GBM_grid_1_AutoML_20190416_022142_model_45 apartment_building_count_in_sites 1.0771183142577373e+19 0.08149463112108964 0.028860526410324668 -4359 GBM_grid_1_AutoML_20190416_022142_model_45 heat_fuel_gas 9.291353741288538e+18 0.0702982611788254 0.024895441521010284 -4360 GBM_grid_1_AutoML_20190416_022142_model_45 total_parking_capacity_in_site 8.069358717201547e+18 0.06105266277040887 0.021621203287464752 -4361 GBM_grid_1_AutoML_20190416_022142_model_45 floor 7.6623404033198e+18 0.057973167518099576 0.020530630168265226 -4362 GBM_grid_1_AutoML_20190416_022142_model_45 total_household_count_of_area_type 3.828066555212595e+18 0.028963101610523914 0.010256999110940523 -4363 GBM_grid_1_AutoML_20190416_022142_model_45 room_count 3.310714173628875e+18 0.025048820241551303 0.008870794654614794 -4364 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_individual 3.1193854065005036e+18 0.023601229285795954 0.008358144478336953 -4365 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_stairway 1.3288538104114708e+18 0.01005409059152104 0.003560557831315821 -4366 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_mixed 6.61906274799059e+17 0.005007974238991212 0.0017735250874609883 -4367 GBM_grid_1_AutoML_20190416_022142_model_45 front_door_structure_corridor 4.220790805616394e+17 0.0031934448165059034 0.00113092724267614 -4368 GBM_grid_1_AutoML_20190416_022142_model_45 heat_fuel_cogeneration 8.87041743126528e+16 0.0006711346254930274 0.00023767576240875057 -4369 GBM_grid_1_AutoML_20190416_022142_model_45 heat_type_central 0.0 0.0 0.0 -4370 GBM_grid_1_AutoML_20190416_021340_model_17 supply_area 9.12655238542817e+20 1.0 0.39783364222079587 -4371 GBM_grid_1_AutoML_20190416_021340_model_17 city 5.15447567848552e+20 0.5647779644277688 0.22468767463434638 -4372 GBM_grid_1_AutoML_20190416_021340_model_17 exclusive_use_area 2.94736054511867e+20 0.32294347532859696 0.12847777902141747 -4373 GBM_grid_1_AutoML_20190416_021340_model_17 apartment_building_count_in_sites 1.1683838926477958e+20 0.1280202910480507 0.050930778665812367 -4374 GBM_grid_1_AutoML_20190416_021340_model_17 total_parking_capacity_in_site 7.743644890147324e+19 0.08484742718960499 0.03375516099190434 -4375 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_cogeneration 6.623068818606391e+19 0.07256923029534193 0.028870481201555605 -4376 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_individual 5.494863895587298e+19 0.06020744376990181 0.023952546643783806 -4377 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_in_sites 5.34557528540043e+19 0.05857168248916641 0.023301785775665083 -4378 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_district 4.221253837450641e+19 0.04625244735559147 0.01840077959310057 -4379 GBM_grid_1_AutoML_20190416_021340_model_17 floor 4.2195012159159665e+19 0.046233243811244606 0.018393139777109515 -4380 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_gas 3.79120405350187e+19 0.0415403746496329 0.016526158546079875 -4381 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_of_area_type 3.1622304059535393e+19 0.0346486852034344 0.013784412632644105 -4382 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_stairway 2.088606779453525e+19 0.022884948129901505 0.009104402266552708 -4383 GBM_grid_1_AutoML_20190416_021340_model_17 bathroom_count 1.126640537875094e+19 0.012344645494764647 0.004911115279106758 -4384 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_corridor 1.0532548437419753e+19 0.01154055550509572 0.004591221229843487 -4385 GBM_grid_1_AutoML_20190416_021340_model_17 room_count 4.706574421660271e+18 0.005157012443357013 0.0020516330433186865 -4386 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_mixed 6.160255787173151e+17 0.0006749816937454793 0.00026853042565512584 -4387 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_central 3.642008915547259e+17 0.0003990563754788983 0.00015875805130819963 -4388 GBM_grid_1_AutoML_20190416_030706_model_39 supply_area 1.157355175294691e+20 1.0 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GBM_grid_1_AutoML_20190416_030706_model_39 floor 7.885567102281581e+18 0.06813437456892801 0.021246836911961185 -4397 GBM_grid_1_AutoML_20190416_030706_model_39 heat_fuel_cogeneration 3.6840882563343974e+18 0.0318319590647386 0.009926391004771303 -4398 GBM_grid_1_AutoML_20190416_030706_model_39 front_door_structure_corridor 3.0304670765285376e+18 0.026184417205866874 0.008165277006322082 -4399 GBM_grid_1_AutoML_20190416_030706_model_39 heat_type_central 1.515098160895099e+18 0.013091038889676351 0.004082273742979938 -4400 GBM_grid_1_AutoML_20190416_030706_model_39 front_door_structure_mixed 1.2609668014166508e+18 0.010895244850791614 0.00339754333881011 -4401 GBM_grid_1_AutoML_20190416_030706_model_39 bathroom_count 8.771339579492925e+17 0.00757877941597274 0.0023633458333135577 -4402 GBM_grid_1_AutoML_20190416_030706_model_39 front_door_structure_stairway 8.233413823525028e+17 0.0071139905875727385 0.0022184073569865162 -4403 GBM_grid_1_AutoML_20190416_030706_model_39 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GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.9203071455794613e+20 0.12412086239945967 0.03391654949114078 -4412 GBM_grid_1_AutoML_20190416_020809_model_5 bathroom_count 4.050766906963043e+20 0.1021856292697419 0.02792265446284598 -4413 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 3.705549810713934e+20 0.09347709900248548 0.025543011813780842 -4414 GBM_grid_1_AutoML_20190416_020809_model_5 room_count 3.3157882438692005e+20 0.08364487910735217 0.02285631623147139 -4415 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 3.301669459037394e+20 0.0832887152140207 0.022758992944462174 -4416 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.165123133085288e+20 0.07984416445058311 0.02181775491094859 -4417 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 3.047464833601629e+20 0.07687608762767865 0.021006715392599372 -4418 GBM_grid_1_AutoML_20190416_020809_model_5 floor 2.7754484716396138e+20 0.07001413685214171 0.01913165838296258 -4419 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 1.4485865145027894e+20 0.036542395041710085 0.009985363668907064 -4420 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 1.0121932521491923e+20 0.025533832676389884 0.006977227541975692 -4421 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 6.231621128690231e+19 0.01572003872430273 0.004295566926368569 -4422 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_central 3.2976062358071804e+19 0.008318621535851702 0.002273098442635474 -4423 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 1.1905408551465517e+19 0.0030032872601325647 0.0008206609189241513 -4424 GBM_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 1.0635831062174892e+20 1.0 0.2803815802909958 -4425 GBM_grid_1_AutoML_20190416_022142_model_2 city 9.45463539615746e+19 0.8889418552144722 0.24924292215184335 -4426 GBM_grid_1_AutoML_20190416_022142_model_2 supply_area 7.072291006711018e+19 0.6649495432343605 0.18643960374582585 -4427 GBM_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 2.270298217213277e+19 0.21345752898307413 0.05984955930128536 -4428 GBM_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 1.5746948247286972e+19 0.1480556446904199 0.04151207562930212 -4429 GBM_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 1.2065174188051137e+19 0.11343894160710712 0.03180618971433869 -4430 GBM_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 1.2008193097453273e+19 0.11290319512650994 0.031655976269473515 -4431 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_district 9.246517856131088e+18 0.08693742691170851 0.024375653143937782 -4432 GBM_grid_1_AutoML_20190416_022142_model_2 bathroom_count 8.167983810701427e+18 0.07679685548739036 0.02153242370293374 -4433 GBM_grid_1_AutoML_20190416_022142_model_2 floor 7.933620708217717e+18 0.07459333137052848 0.02091459612883869 -4434 GBM_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 6.922281666652144e+18 0.06508453947966926 0.018248506031821373 -4435 GBM_grid_1_AutoML_20190416_022142_model_2 room_count 4.974849211523662e+18 0.046774428650114046 0.013114688222127408 -4436 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 4.530557453460308e+18 0.0425971174887566 0.01194344711733879 -4437 GBM_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 1.4744511401615688e+18 0.013863055284934755 0.0038869453484514484 -4438 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 8.272072652357632e+17 0.007777551753126566 0.002180682251336632 -4439 GBM_grid_1_AutoML_20190416_022142_model_2 heat_type_central 7.945705990274417e+17 0.0074706959369939645 0.0020946455326878895 -4440 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 3.11245731501441e+17 0.0029263884475219863 0.0008205054174615285 -4441 GBM_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 0.0 0.0 0.0 -4442 GBM_grid_1_AutoML_20190416_030706_model_2 supply_area 1.3179090297760304e+20 1.0 0.26221994612454314 -4443 GBM_grid_1_AutoML_20190416_030706_model_2 apartment_building_count_in_sites 8.4108285458818e+19 0.6381949251316051 0.16734743888496634 -4444 GBM_grid_1_AutoML_20190416_030706_model_2 total_parking_capacity_in_site 5.008241159756893e+19 0.38001417750419464 0.09964729715171249 -4445 GBM_grid_1_AutoML_20190416_030706_model_2 city 4.586264869788556e+19 0.3479955570657225 0.09125137622535413 -4446 GBM_grid_1_AutoML_20190416_030706_model_2 total_household_count_of_area_type 3.2888378504779923e+19 0.24954968637227623 0.0654369053159349 -4447 GBM_grid_1_AutoML_20190416_030706_model_2 floor 2.5806184416739852e+19 0.19581157601693824 0.05134570091372344 -4448 GBM_grid_1_AutoML_20190416_030706_model_2 total_household_count_in_sites 2.4141875656007877e+19 0.18318317205938428 0.048034281508334664 -4449 GBM_grid_1_AutoML_20190416_030706_model_2 front_door_structure_corridor 1.9909083543535354e+19 0.1510656888580448 0.039612436793623515 -4450 GBM_grid_1_AutoML_20190416_030706_model_2 heat_fuel_cogeneration 1.8196903146041639e+19 0.138074045589733 0.036205768795737496 -4451 GBM_grid_1_AutoML_20190416_030706_model_2 heat_type_individual 1.706536934161829e+19 0.12948821926289125 0.03395439387887837 -4452 GBM_grid_1_AutoML_20190416_030706_model_2 room_count 1.528477843015598e+19 0.11597749226100623 0.030411611772340676 -4453 GBM_grid_1_AutoML_20190416_030706_model_2 heat_fuel_gas 1.4477312483880075e+19 0.10985062061787675 0.02880502382016727 -4454 GBM_grid_1_AutoML_20190416_030706_model_2 exclusive_use_area 1.185962708630818e+19 0.08998820721581703 0.023596702847975767 -4455 GBM_grid_1_AutoML_20190416_030706_model_2 heat_type_district 4.440471442139644e+18 0.0336933076700618 0.008835057322001263 -4456 GBM_grid_1_AutoML_20190416_030706_model_2 bathroom_count 2.2463867805027533e+18 0.01704508224580957 0.004469560548184592 -4457 GBM_grid_1_AutoML_20190416_030706_model_2 front_door_structure_mixed 1.7117719289239962e+18 0.012988543899838823 0.0034058552816519996 -4458 GBM_grid_1_AutoML_20190416_030706_model_2 heat_type_central 1.4360416255905628e+18 0.01089636380922747 0.0028572439310090496 -4459 GBM_grid_1_AutoML_20190416_030706_model_2 front_door_structure_stairway 1.2883560483814113e+18 0.00977575856355092 0.0025633988838608636 -4460 GBM_grid_1_AutoML_20190416_022142_model_36 exclusive_use_area 1.3160031803009086e+20 1.0 0.3366393711841253 -4461 GBM_grid_1_AutoML_20190416_022142_model_36 city 9.241419860517742e+19 0.7022338546632281 0.23639956325803352 -4462 GBM_grid_1_AutoML_20190416_022142_model_36 total_parking_capacity_in_site 3.975360816233421e+19 0.30207835936418037 0.1016914689446899 -4463 GBM_grid_1_AutoML_20190416_022142_model_36 supply_area 3.4257448602244743e+19 0.2603143298970726 0.08763205232676746 -4464 GBM_grid_1_AutoML_20190416_022142_model_36 apartment_building_count_in_sites 1.875483602790541e+19 0.1425136071754557 0.04797569110472685 -4465 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_individual 1.6109036118011281e+19 0.12240879322440464 0.04120761917847119 -4466 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_in_sites 1.3595654791496729e+19 0.10331019708013195 0.03477827978196368 -4467 GBM_grid_1_AutoML_20190416_022142_model_36 bathroom_count 1.2778904569035882e+19 0.09710390339720867 0.032688996979160376 -4468 GBM_grid_1_AutoML_20190416_022142_model_36 floor 9.176588916604535e+18 0.06973075030492158 0.02347411593484605 -4469 GBM_grid_1_AutoML_20190416_022142_model_36 total_household_count_of_area_type 7.803877236628521e+18 0.059299835695261295 0.01996265939977471 -4470 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_gas 7.574003989876834e+18 0.05755308272237619 0.019374633577368666 -4471 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_stairway 2.409613267375751e+18 0.018310086962136252 0.006163896161260199 -4472 GBM_grid_1_AutoML_20190416_022142_model_36 heat_fuel_cogeneration 1.160433780364673e+18 0.008817864559410379 0.0029684403804666943 -4473 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_corridor 1.0416435061724283e+18 0.007915205082819426 0.002664569661873724 -4474 GBM_grid_1_AutoML_20190416_022142_model_36 room_count 9.597913251153183e+17 0.007293229526207214 0.0024551882016038925 -4475 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_district 8.836416923961917e+17 0.006714586299055478 0.002260394109475579 -4476 GBM_grid_1_AutoML_20190416_022142_model_36 heat_type_central 6.501295431929037e+17 0.004940182158558685 0.0016630598153922302 -4477 GBM_grid_1_AutoML_20190416_022142_model_36 front_door_structure_mixed 0.0 0.0 0.0 -4478 GBM_grid_1_AutoML_20190416_030706_model_43 supply_area 1.4150799091970133e+20 1.0 0.3224433286295685 -4479 GBM_grid_1_AutoML_20190416_030706_model_43 exclusive_use_area 4.679079044335639e+19 0.3306582910212315 0.10661855999585045 -4480 GBM_grid_1_AutoML_20190416_030706_model_43 city 4.00958157633167e+19 0.283346654155164 0.09136323832184225 -4481 GBM_grid_1_AutoML_20190416_030706_model_43 total_parking_capacity_in_site 3.4335729432095883e+19 0.24264162899167782 0.0782381745161774 -4482 GBM_grid_1_AutoML_20190416_030706_model_43 heat_fuel_gas 3.3137222175401443e+19 0.23417209134292036 0.0755072286047586 -4483 GBM_grid_1_AutoML_20190416_030706_model_43 apartment_building_count_in_sites 3.1368728090867925e+19 0.2216746057024306 0.07147749773533886 -4484 GBM_grid_1_AutoML_20190416_030706_model_43 total_household_count_of_area_type 2.6629314005665055e+19 0.18818240463025054 0.060678160938494305 -4485 GBM_grid_1_AutoML_20190416_030706_model_43 total_household_count_in_sites 2.655836691837118e+19 0.18768104010070866 0.06051649929073202 -4486 GBM_grid_1_AutoML_20190416_030706_model_43 floor 1.8150617005047153e+19 0.1282656681582506 0.041358408989841985 -4487 GBM_grid_1_AutoML_20190416_030706_model_43 room_count 1.2607603955963265e+19 0.08909464316483333 0.028727973305132493 -4488 GBM_grid_1_AutoML_20190416_030706_model_43 bathroom_count 9.719290263888724e+18 0.06868368493341082 0.022146595992473525 -4489 GBM_grid_1_AutoML_20190416_030706_model_43 heat_type_individual 6.161261840312566e+18 0.04354002767100815 0.014039191450863386 -4490 GBM_grid_1_AutoML_20190416_030706_model_43 heat_fuel_cogeneration 4.693939383789683e+18 0.03317084323848013 0.010695717107265149 -4491 GBM_grid_1_AutoML_20190416_030706_model_43 front_door_structure_stairway 2.4662708266771415e+18 0.01742849156890812 0.005619700834471105 -4492 GBM_grid_1_AutoML_20190416_030706_model_43 heat_type_district 2.0239203938315796e+18 0.014302516633000978 0.004611751070924604 -4493 GBM_grid_1_AutoML_20190416_030706_model_43 front_door_structure_mixed 1.2561587745073398e+18 0.0088769458625142 0.002862311971973555 -4494 GBM_grid_1_AutoML_20190416_030706_model_43 heat_type_central 8.005781931226563e+17 0.0056574769235254296 0.0018242156908665102 -4495 GBM_grid_1_AutoML_20190416_030706_model_43 front_door_structure_corridor 5.57988613359403e+17 0.00394315974478101 0.0012714455534253088 -4496 GBM_grid_1_AutoML_20190416_023844_model_34 exclusive_use_area 4.1108238153689124e+21 1.0 0.19610481120058654 -4497 GBM_grid_1_AutoML_20190416_023844_model_34 supply_area 3.990901964491291e+21 0.9708277814219923 0.19038399878404408 -4498 GBM_grid_1_AutoML_20190416_023844_model_34 city 3.845487206447962e+21 0.9354541520536709 0.1834470598752899 -4499 GBM_grid_1_AutoML_20190416_023844_model_34 apartment_building_count_in_sites 1.3461294470582501e+21 0.3274597763167445 0.06421643761038147 -4500 GBM_grid_1_AutoML_20190416_023844_model_34 room_count 1.2007553621490559e+21 0.29209604110491366 0.057281438993317856 -4501 GBM_grid_1_AutoML_20190416_023844_model_34 total_parking_capacity_in_site 1.0793773004794217e+21 0.26256958433587274 0.0514911587632028 -4502 GBM_grid_1_AutoML_20190416_023844_model_34 total_household_count_in_sites 9.965029749302242e+20 0.2424095557694915 0.04753768016739418 -4503 GBM_grid_1_AutoML_20190416_023844_model_34 heat_fuel_gas 7.566366848081e+20 0.184059623761861 0.03609497776747074 -4504 GBM_grid_1_AutoML_20190416_023844_model_34 heat_fuel_cogeneration 7.16270850979234e+20 0.17424022121827537 0.03416934568555832 -4505 GBM_grid_1_AutoML_20190416_023844_model_34 bathroom_count 5.255157870280038e+20 0.1278370980199362 0.025069469971630464 -4506 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_district 5.030473636714245e+20 0.1223714238957916 0.023997624979431153 -4507 GBM_grid_1_AutoML_20190416_023844_model_34 total_household_count_of_area_type 4.908421512844133e+20 0.11940238096542317 0.023415381376124818 -4508 GBM_grid_1_AutoML_20190416_023844_model_34 floor 4.6914007873630083e+20 0.11412312952512157 0.022380094769144047 -4509 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_individual 4.161377073029867e+20 0.10122975977398871 0.019851642928358785 -4510 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_corridor 2.2963903758083083e+20 0.05586204806985206 0.010954816390016428 -4511 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_stairway 2.2183899654027162e+20 0.053964608191402974 0.010582719300888705 -4512 GBM_grid_1_AutoML_20190416_023844_model_34 heat_type_central 5.91748757800207e+19 0.014394894658045627 0.002822908099168369 -4513 GBM_grid_1_AutoML_20190416_023844_model_34 front_door_structure_mixed 4.159635281684726e+18 0.0010118738891541216 0.00019843333799137222 -4514 GBM_grid_1_AutoML_20190416_023844_model_56 supply_area 5.043273711280162e+20 1.0 0.28987117865992196 -4515 GBM_grid_1_AutoML_20190416_023844_model_56 city 4.348835537238234e+20 0.8623040878212309 0.24995710230000906 -4516 GBM_grid_1_AutoML_20190416_023844_model_56 exclusive_use_area 3.502172177353975e+20 0.6944243715189908 0.20129361106238539 -4517 GBM_grid_1_AutoML_20190416_023844_model_56 heat_fuel_cogeneration 1.0111845162014055e+20 0.2005016134539188 0.0581196390151035 -4518 GBM_grid_1_AutoML_20190416_023844_model_56 apartment_building_count_in_sites 8.516788921255225e+19 0.16887421561526475 0.048951767925666585 -4519 GBM_grid_1_AutoML_20190416_023844_model_56 total_parking_capacity_in_site 7.914732417866478e+19 0.15693640422814645 0.04549134046826277 -4520 GBM_grid_1_AutoML_20190416_023844_model_56 total_household_count_in_sites 4.4614892116359774e+19 0.08846414981715305 0.025643207376646073 -4521 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_individual 3.1231284739349414e+19 0.0619266106249502 0.01795073961226836 -4522 GBM_grid_1_AutoML_20190416_023844_model_56 floor 3.081815424032886e+19 0.06110743934321605 0.017713285467307723 -4523 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_district 2.83546852441572e+19 0.05622277684579561 0.01629736259182454 -4524 GBM_grid_1_AutoML_20190416_023844_model_56 total_household_count_of_area_type 1.8850986120731165e+19 0.037378471207239146 0.010834941505348366 -4525 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_stairway 1.5583690561771536e+19 0.030899950020392294 0.008957004932943793 -4526 GBM_grid_1_AutoML_20190416_023844_model_56 bathroom_count 1.4206574238214652e+19 0.028169350012550713 0.008165482690221963 -4527 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_corridor 5.422108276592476e+17 0.0010751167965492303 0.00031164537301280493 -4528 GBM_grid_1_AutoML_20190416_023844_model_56 heat_type_central 3.850159866983219e+17 0.0007634247291341068 0.00022129482605223519 -4529 GBM_grid_1_AutoML_20190416_023844_model_56 room_count 3.834525155233628e+17 0.0007603246174517641 0.00022039619302489713 -4530 GBM_grid_1_AutoML_20190416_023844_model_56 heat_fuel_gas 0.0 0.0 0.0 -4531 GBM_grid_1_AutoML_20190416_023844_model_56 front_door_structure_mixed 0.0 0.0 0.0 -4532 DeepLearning_grid_1_AutoML_20190416_022142_model_1 city 1.0 1.0 0.178505869673454 -4533 DeepLearning_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.5029036402702332 0.5029036402702332 0.08977125166838384 -4534 DeepLearning_grid_1_AutoML_20190416_022142_model_1 supply_area 0.4551074504852295 0.4551074504852295 0.0812393512437343 -4535 DeepLearning_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.45126479864120483 0.45126479864120483 0.08055341533446438 -4536 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.3303416669368744 0.3303416669368744 0.05896792654594525 -4537 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.2992936670780182 0.2992936670780182 0.05342567632951885 -4538 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.2988487482070923 0.2988487482070923 0.05334625569953009 -4539 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.2968520224094391 0.2968520224094391 0.05298982842452058 -4540 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.27437475323677063 0.27437475323677063 0.04897750394296908 -4541 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.2586391866207123 0.2586391866207123 0.046168612939365014 -4542 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.24984988570213318 0.24984988570213318 0.044599671135072363 -4543 DeepLearning_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.2481069415807724 0.2481069415807724 0.04428854537889663 -4544 DeepLearning_grid_1_AutoML_20190416_022142_model_1 room_count 0.2393413633108139 0.2393413633108139 0.04272383820662695 -4545 DeepLearning_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.20646235346794128 0.20646235346794128 0.036854741960622925 -4546 DeepLearning_grid_1_AutoML_20190416_022142_model_1 floor 0.15503717958927155 0.15503717958927155 0.027675046574302392 -4547 DeepLearning_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.1292830854654312 0.1292830854654312 0.02307778960507428 -4548 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.11427837610244751 0.11427837610244751 0.020399360911037456 -4549 DeepLearning_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.09207156300544739 0.09207156300544739 0.0164353144264816 -4550 DeepLearning_grid_1_AutoML_20190416_023844_model_5 city 1.0 1.0 0.10632014354942076 -4551 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 0.7564743757247925 0.7564743757247925 0.0804284642185184 -4552 DeepLearning_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 0.7161544561386108 0.7161544561386108 0.07614164458021447 -4553 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 0.6053639650344849 0.6053639650344849 0.06436238366211297 -4554 DeepLearning_grid_1_AutoML_20190416_023844_model_5 supply_area 0.536789059638977 0.536789059638977 0.05707148987657463 -4555 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_district 0.5233915448188782 0.5233915448188782 0.05564706417769622 -4556 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 0.518665075302124 0.518665075302124 0.05514454526019296 -4557 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_central 0.5103742480278015 0.5103742480278015 0.054263063314243534 -4558 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 0.4918748438358307 0.4918748438358307 0.05229620400497444 -4559 DeepLearning_grid_1_AutoML_20190416_023844_model_5 bathroom_count 0.4806511402130127 0.4806511402130127 0.05110289822464028 -4560 DeepLearning_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 0.4253925085067749 0.4253925085067749 0.0452277925692885 -4561 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 0.42453324794769287 0.42453324794769287 0.045136435863300545 -4562 DeepLearning_grid_1_AutoML_20190416_023844_model_5 floor 0.4228358268737793 0.4228358268737793 0.04495596581105824 -4563 DeepLearning_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 0.4222497344017029 0.4222497344017029 0.044893652375293844 -4564 DeepLearning_grid_1_AutoML_20190416_023844_model_5 room_count 0.4203960597515106 0.4203960597515106 0.04469656942039148 -4565 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 0.41089701652526855 0.41089701652526855 0.04368662978099527 -4566 DeepLearning_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 0.37567612528800964 0.37567612528800964 0.039941939568711365 -4567 DeepLearning_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 0.3638361692428589 0.3638361692428589 0.038683113742372106 -4568 GBM_grid_1_AutoML_20190416_015849_model_13 supply_area 5.887218022889397e+19 1.0 0.15785894400040468 -4569 GBM_grid_1_AutoML_20190416_015849_model_13 city 5.384655007284147e+19 0.9146348897473656 0.14438329784144568 -4570 GBM_grid_1_AutoML_20190416_015849_model_13 apartment_building_count_in_sites 5.13968997388077e+19 0.8730252479010882 0.1378148437193573 -4571 GBM_grid_1_AutoML_20190416_015849_model_13 exclusive_use_area 4.813182519333618e+19 0.8175648499206334 0.12905992386032053 -4572 GBM_grid_1_AutoML_20190416_015849_model_13 total_parking_capacity_in_site 3.728260971053554e+19 0.6332806015605577 0.09996900701829066 -4573 GBM_grid_1_AutoML_20190416_015849_model_13 room_count 3.6345638886693667e+19 0.6173652605591042 0.09745662809439488 -4574 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_cogeneration 3.1538127648336118e+19 0.5357051076708295 0.08456584259254023 -4575 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_in_sites 1.5218002889977889e+19 0.2584922595156247 0.04080531511941508 -4576 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_of_area_type 1.3149295951573156e+19 0.22335330372425366 0.03525831666491234 -4577 GBM_grid_1_AutoML_20190416_015849_model_13 floor 1.2506363124300906e+19 0.21243247788134215 0.033534366629738 -4578 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_corridor 5.943842212012884e+18 0.10096181573203733 0.015937725615822858 -4579 GBM_grid_1_AutoML_20190416_015849_model_13 bathroom_count 4.553891564102877e+18 0.0773521813936129 0.012210733670923485 -4580 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_district 1.1428838567984497e+18 0.019412969799231794 0.003064510912418479 -4581 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_individual 8.670292399316009e+17 0.01472731664702423 0.0023248386538588257 -4582 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_mixed 8.405722413882409e+17 0.014277919352062575 0.0022538972714395405 -4583 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_gas 6.605454917207327e+17 0.01121999370759744 0.0017711763583725172 -4584 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_stairway 4.2647643987797606e+17 0.007244108137661004 0.0011435472608359043 -4585 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_central 2.1894836177915085e+17 0.00371904626137309 0.000587084715509009 -4586 GBM_grid_1_AutoML_20190416_021340_model_11 supply_area 4.1106076425867986e+21 1.0 0.23381469056908838 -4587 GBM_grid_1_AutoML_20190416_021340_model_11 city 3.668224680689729e+21 0.8923801538940654 0.20865158955273638 -4588 GBM_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 2.96656864382001e+21 0.7216861597506186 0.16874082613008456 -4589 GBM_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 9.823395059458648e+20 0.23897671375117674 0.055876266378949005 -4590 GBM_grid_1_AutoML_20190416_021340_model_11 room_count 8.620887515579569e+20 0.20972294767968802 0.049036306116963364 -4591 GBM_grid_1_AutoML_20190416_021340_model_11 bathroom_count 8.507928792675815e+20 0.20697496653613454 0.04839378775619372 -4592 GBM_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 7.126995668434734e+20 0.17338058720558713 0.0405389283481612 -4593 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 5.643181680987304e+20 0.13728339388373392 0.03209887426119953 -4594 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 5.627724834484959e+20 0.13690737048655516 0.03201095446694144 -4595 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 4.8593674612778834e+20 0.11821530741425595 0.027640475523593916 -4596 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.46412029898078e+20 0.10860000970979358 0.02539227766609538 -4597 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.271788447394389e+20 0.10392109436905926 0.024298278523502623 -4598 GBM_grid_1_AutoML_20190416_021340_model_11 floor 3.7823527210154826e+20 0.09201444287286087 0.021514328488205024 -4599 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.7966537208129546e+20 0.04370774048584027 0.01021951181717076 -4600 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.6962155326388725e+20 0.04126435019158012 0.009648211271578808 -4601 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.5649285666266048e+20 0.03807049231392461 0.008901440380193141 -4602 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.392744666034864e+19 0.010686363301924183 0.0024986287287482646 -4603 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.2739340842133619e+19 0.003099138120153149 0.0007246240205944748 -4604 GBM_grid_1_AutoML_20190416_030706_model_21 supply_area 6.597719973852202e+21 1.0 0.3991630354769587 -4605 GBM_grid_1_AutoML_20190416_030706_model_21 city 3.5223395779603165e+21 0.5338722455514785 0.2131020660912284 -4606 GBM_grid_1_AutoML_20190416_030706_model_21 exclusive_use_area 2.33703339212049e+21 0.3542183362407801 0.1413908663154678 -4607 GBM_grid_1_AutoML_20190416_030706_model_21 apartment_building_count_in_sites 7.34924127317105e+20 0.1113906213403607 0.04446301853788287 -4608 GBM_grid_1_AutoML_20190416_030706_model_21 heat_type_district 6.980034768344334e+20 0.10579465021260838 0.04222931371608783 -4609 GBM_grid_1_AutoML_20190416_030706_model_21 total_parking_capacity_in_site 5.991855641794141e+20 0.09081706507006669 0.0362508153664763 -4610 GBM_grid_1_AutoML_20190416_030706_model_21 heat_fuel_cogeneration 5.5247384181623436e+20 0.0837370855395159 0.033424749245946905 -4611 GBM_grid_1_AutoML_20190416_030706_model_21 total_household_count_in_sites 3.6999371996783234e+20 0.05607902751771452 0.022384674850566822 -4612 GBM_grid_1_AutoML_20190416_030706_model_21 floor 2.8898800123590056e+20 0.04380119228782144 0.01748381687111676 -4613 GBM_grid_1_AutoML_20190416_030706_model_21 heat_type_individual 2.793964071529501e+20 0.04234741823845842 0.016903524008675383 -4614 GBM_grid_1_AutoML_20190416_030706_model_21 total_household_count_of_area_type 2.2120968886109078e+20 0.033528202127065025 0.013383218935124298 -4615 GBM_grid_1_AutoML_20190416_030706_model_21 front_door_structure_stairway 1.5209027136755702e+20 0.02305194400039932 0.009201483940844258 -4616 GBM_grid_1_AutoML_20190416_030706_model_21 bathroom_count 1.1039451225419835e+20 0.016732221538911792 0.00667888433974498 -4617 GBM_grid_1_AutoML_20190416_030706_model_21 front_door_structure_corridor 4.1944121197887226e+19 0.006357366084665362 0.002537625543993294 -4618 GBM_grid_1_AutoML_20190416_030706_model_21 room_count 1.5064735367112425e+19 0.002283324455541662 0.0009114187206527838 -4619 GBM_grid_1_AutoML_20190416_030706_model_21 heat_type_central 8.12374935840437e+18 0.0012312964767525847 0.0004914880392326462 -4620 GBM_grid_1_AutoML_20190416_030706_model_21 heat_fuel_gas 0.0 0.0 0.0 -4621 GBM_grid_1_AutoML_20190416_030706_model_21 front_door_structure_mixed 0.0 0.0 0.0 -4622 GBM_grid_1_AutoML_20190416_022142_model_15 supply_area 1.5642454620425e+20 1.0 0.3513246477359584 -4623 GBM_grid_1_AutoML_20190416_022142_model_15 city 6.582203489839166e+19 0.4207909595751366 0.1478342356432108 -4624 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 4.888866742524602e+19 0.312538336287772 0.109802420900284 -4625 GBM_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 4.205468368912987e+19 0.2688496448263134 0.09445350676254209 -4626 GBM_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 3.1189430729726493e+19 0.19938961938237723 0.0700504877917205 -4627 GBM_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 2.5240927687923466e+19 0.16136168076182456 0.056690335651730185 -4628 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 1.8699196341493432e+19 0.11954131749295355 0.04199781125810426 -4629 GBM_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 1.8047171652571103e+19 0.1153730158756936 0.040533384160763186 -4630 GBM_grid_1_AutoML_20190416_022142_model_15 floor 1.4200918350401372e+19 0.09078446250921926 0.03189481931094978 -4631 GBM_grid_1_AutoML_20190416_022142_model_15 bathroom_count 6.746669868487016e+18 0.04313050625493016 0.015152809916686888 -4632 GBM_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 6.029074704130638e+18 0.03854302186217133 0.013541113578406686 -4633 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 2.9123822764844646e+18 0.018618447981186063 0.006541119678380459 -4634 GBM_grid_1_AutoML_20190416_022142_model_15 room_count 2.8597236409732956e+18 0.01828180877212989 0.006422850026844689 -4635 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 2.1272148383367168e+18 0.013598983599154088 0.004777658122539886 -4636 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.7464508005419581e+18 0.011164812958840519 0.003922473979802508 -4637 GBM_grid_1_AutoML_20190416_022142_model_15 heat_type_district 1.6198873914581975e+18 0.010355710985046064 0.003638216513876703 -4638 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 3.4170560520493466e+17 0.002184475604990763 0.0007674601224111745 -4639 GBM_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 2.9147726834827264e+17 0.0018633729515039072 0.0006546488457878232 -4640 GBM_grid_1_AutoML_20190416_022142_model_35 supply_area 1.1541299998271681e+20 1.0 0.27843526478003516 -4641 GBM_grid_1_AutoML_20190416_022142_model_35 exclusive_use_area 8.80727461565783e+19 0.7631094085568114 0.21247657022765182 -4642 GBM_grid_1_AutoML_20190416_022142_model_35 city 5.592035654617583e+19 0.4845238972607067 0.13490853962603944 -4643 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_cogeneration 3.924810549244094e+19 0.34006659127064 0.09468653138328464 -4644 GBM_grid_1_AutoML_20190416_022142_model_35 apartment_building_count_in_sites 2.8124674008696226e+19 0.24368722772051604 0.0678511177738746 -4645 GBM_grid_1_AutoML_20190416_022142_model_35 total_parking_capacity_in_site 2.2710656763294646e+19 0.19677728476597597 0.054789735386510906 -4646 GBM_grid_1_AutoML_20190416_022142_model_35 floor 1.5685395387340816e+19 0.1359066603388675 0.03784120695682288 -4647 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_in_sites 1.2602998101754511e+19 0.1091991205812328 0.03040488605278254 -4648 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_mixed 8.970038510501233e+18 0.07772121435058878 0.021640326896732058 -4649 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_district 7.016822074454835e+18 0.060797501802271926 0.01692816851228025 -4650 GBM_grid_1_AutoML_20190416_022142_model_35 total_household_count_of_area_type 5.974175538799968e+18 0.05176345420095315 0.014412771076371613 -4651 GBM_grid_1_AutoML_20190416_022142_model_35 bathroom_count 5.450413279304221e+18 0.047225297671149906 0.013149188261382604 -4652 GBM_grid_1_AutoML_20190416_022142_model_35 room_count 5.060962962211078e+18 0.043850891693041176 0.012209634639392565 -4653 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_central 1.6930697858913403e+18 0.014669662742887533 0.004084551430049707 -4654 GBM_grid_1_AutoML_20190416_022142_model_35 heat_type_individual 1.673915331262808e+18 0.014503698296669164 0.004038341075522824 -4655 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_corridor 7.733709840517693e+17 0.006700900108025805 0.0018657668958427314 -4656 GBM_grid_1_AutoML_20190416_022142_model_35 front_door_structure_stairway 1.149834728791081e+17 0.0009962783472947324 0.0002773990254236247 -4657 GBM_grid_1_AutoML_20190416_022142_model_35 heat_fuel_gas 0.0 0.0 0.0 -4658 GBM_grid_1_AutoML_20190416_023844_model_30 supply_area 5.807159784113445e+21 1.0 0.3549883664704233 -4659 GBM_grid_1_AutoML_20190416_023844_model_30 city 3.6194217048027053e+21 0.6232688335361979 0.22125318508894104 -4660 GBM_grid_1_AutoML_20190416_023844_model_30 exclusive_use_area 2.4899642357294354e+21 0.4287748793379495 0.15221009399973157 -4661 GBM_grid_1_AutoML_20190416_023844_model_30 apartment_building_count_in_sites 7.824591288027914e+20 0.1347404166393617 0.047831280400351256 -4662 GBM_grid_1_AutoML_20190416_023844_model_30 total_parking_capacity_in_site 6.384533641241318e+20 0.10994244826373446 0.03902829011490212 -4663 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_district 5.050570598207665e+20 0.08697144190907974 0.030873850092881527 -4664 GBM_grid_1_AutoML_20190416_023844_model_30 heat_fuel_gas 4.034620798611478e+20 0.06947666240644741 0.024663406895481833 -4665 GBM_grid_1_AutoML_20190416_023844_model_30 heat_fuel_cogeneration 3.933719056335126e+20 0.06773912209367028 0.02404660029817257 -4666 GBM_grid_1_AutoML_20190416_023844_model_30 total_household_count_in_sites 3.770269352109015e+20 0.06492449824479225 0.023047441575830666 -4667 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_individual 3.587492872294509e+20 0.06177706496226875 0.021930139376293005 -4668 GBM_grid_1_AutoML_20190416_023844_model_30 floor 2.5683251100270776e+20 0.044226871749821726 0.015700024956566125 -4669 GBM_grid_1_AutoML_20190416_023844_model_30 total_household_count_of_area_type 2.1467253808010206e+20 0.03696687297418237 0.01312280985062464 -4670 GBM_grid_1_AutoML_20190416_023844_model_30 room_count 1.7095933345944882e+20 0.029439405805078683 0.010450646576604779 -4671 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_stairway 1.4969416285174943e+20 0.025777517481310807 0.009150718822353304 -4672 GBM_grid_1_AutoML_20190416_023844_model_30 bathroom_count 1.1717687172036716e+20 0.020178000274923738 0.007162955356234929 -4673 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_corridor 6.53885018616061e+19 0.01125997979950343 0.003997161835515688 -4674 GBM_grid_1_AutoML_20190416_023844_model_30 heat_type_central 7.97062367253889e+18 0.0013725511211769993 0.000487239680403771 -4675 GBM_grid_1_AutoML_20190416_023844_model_30 front_door_structure_mixed 9.126309349377966e+17 0.00015715616047529235 5.578860868788773e-05 -4676 GBM_5_AutoML_20190416_023643 supply_area 3.930071140636956e+20 1.0 0.2619130187495667 -4677 GBM_5_AutoML_20190416_023643 city 3.622584709484747e+20 0.9217605941091506 0.24142109976752163 -4678 GBM_5_AutoML_20190416_023643 exclusive_use_area 2.6121190979660467e+20 0.6646493166387555 0.174080308930693 -4679 GBM_5_AutoML_20190416_023643 total_parking_capacity_in_site 6.616217101946742e+19 0.16834853276662154 0.04409267241896619 -4680 GBM_5_AutoML_20190416_023643 room_count 6.553324597033304e+19 0.1667482435437846 0.043673535837740564 -4681 GBM_5_AutoML_20190416_023643 apartment_building_count_in_sites 6.4652699884205375e+19 0.16450770881904941 0.04308671062437194 -4682 GBM_5_AutoML_20190416_023643 total_household_count_in_sites 5.852180985358687e+19 0.14890776212285586 0.03900088149283956 -4683 GBM_5_AutoML_20190416_023643 heat_fuel_cogeneration 4.11132598431955e+19 0.10461199905030773 0.027399244468692897 -4684 GBM_5_AutoML_20190416_023643 heat_fuel_gas 4.082772107150859e+19 0.1038854504422318 0.027208951929483433 -4685 GBM_5_AutoML_20190416_023643 heat_type_district 4.0706968306499715e+19 0.10357819706007215 0.02712847826864099 -4686 GBM_5_AutoML_20190416_023643 heat_type_individual 3.152068059782657e+19 0.08020384229665099 0.02100643045123004 -4687 GBM_5_AutoML_20190416_023643 floor 2.7458965897566224e+19 0.06986887747053833 0.01829956861495228 -4688 GBM_5_AutoML_20190416_023643 total_household_count_of_area_type 1.850072129854033e+19 0.04707477456894553 0.012329496314307855 -4689 GBM_5_AutoML_20190416_023643 bathroom_count 1.0859023126520398e+19 0.027630601935517255 0.007236814362798944 -4690 GBM_5_AutoML_20190416_023643 front_door_structure_corridor 1.0299232070005686e+19 0.026206222995587978 0.006863750974798759 -4691 GBM_5_AutoML_20190416_023643 front_door_structure_stairway 7.334315952579805e+18 0.01866204373947062 0.004887832211841201 -4692 GBM_5_AutoML_20190416_023643 heat_type_central 5.570018703929508e+17 0.0014172819026952175 0.00037120458155403397 -4693 GBM_5_AutoML_20190416_023643 front_door_structure_mixed 0.0 0.0 0.0 -4694 XGBoost_grid_1_AutoML_20190416_015849_model_5 supply_area 1.1865486163870273e+21 1.0 0.29599679028309933 -4695 XGBoost_grid_1_AutoML_20190416_015849_model_5 city 9.36165647078807e+20 0.7889821235722966 0.2335361761681434 -4696 XGBoost_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 8.118613715512889e+20 0.6842209078826963 0.20252719257786628 -4697 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_district 2.35696713331179e+20 0.19864058672021548 0.05879697608913543 -4698 XGBoost_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 1.956698633352029e+20 0.1649067392881098 0.04881186552533237 -4699 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 1.7378611628180976e+20 0.14646354467209152 0.04335273911642443 -4700 XGBoost_grid_1_AutoML_20190416_015849_model_5 floor 1.163797785667877e+20 0.09808260442050615 0.029032136091076747 -4701 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 9.999475073655348e+19 0.08427362297301545 0.024944721905540635 -4702 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 8.639559510003391e+19 0.07281252020090298 0.02155227227189061 -4703 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 7.088789398588123e+19 0.059742932575093985 0.017683716284327435 -4704 XGBoost_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.1397229631283134e+19 0.02646097192956653 0.007832362758922882 -4705 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 1.842518924775863e+19 0.015528389644802148 0.004596353493126752 -4706 XGBoost_grid_1_AutoML_20190416_015849_model_5 room_count 1.6191205920489865e+19 0.013645632127397495 0.004039063311093599 -4707 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 1.063577718610513e+19 0.00896362529037408 0.002653204315251142 -4708 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_central 7.834079171776086e+18 0.006602408922468267 0.0019542918491871034 -4709 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.161861074149704e+18 0.0051930961690488655 0.0015371397976699237 -4710 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 4.621970300437791e+18 0.003895306299805419 0.0011529981619119401 -4711 GBM_grid_1_AutoML_20190416_023844_model_14 supply_area 7.523607702893907e+21 1.0 0.23357276308892766 -4712 GBM_grid_1_AutoML_20190416_023844_model_14 exclusive_use_area 5.335643036226916e+21 0.7091867687591679 0.16564671312518725 -4713 GBM_grid_1_AutoML_20190416_023844_model_14 city 4.947102859674874e+21 0.6575439676063921 0.15358436136628137 -4714 GBM_grid_1_AutoML_20190416_023844_model_14 apartment_building_count_in_sites 2.1664501268221128e+21 0.28795362708621847 0.06725812432000672 -4715 GBM_grid_1_AutoML_20190416_023844_model_14 total_parking_capacity_in_site 1.929195291165166e+21 0.2564189106275588 0.05989247346353171 -4716 GBM_grid_1_AutoML_20190416_023844_model_14 room_count 1.5905901828564782e+21 0.2114132269608725 0.04938037157479756 -4717 GBM_grid_1_AutoML_20190416_023844_model_14 total_household_count_in_sites 1.3934192134704773e+21 0.18520625589429757 0.04325913693058608 -4718 GBM_grid_1_AutoML_20190416_023844_model_14 bathroom_count 1.222189118675619e+21 0.16244721507814816 0.03794324488190438 -4719 GBM_grid_1_AutoML_20190416_023844_model_14 heat_fuel_gas 1.1541991898948808e+21 0.15341033656644876 0.03583247619822779 -4720 GBM_grid_1_AutoML_20190416_023844_model_14 heat_fuel_cogeneration 8.945967188307356e+20 0.11890528509170337 0.027773035984745835 -4721 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_individual 8.812947040125992e+20 0.11713724835408615 0.027360070758697844 -4722 GBM_grid_1_AutoML_20190416_023844_model_14 total_household_count_of_area_type 8.317948664519842e+20 0.11055797953580696 0.02582333276170755 -4723 GBM_grid_1_AutoML_20190416_023844_model_14 floor 7.758329263760458e+20 0.10311980063469108 0.024085976763424152 -4724 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_district 7.49773832294685e+20 0.09965615724571728 0.02327696400670684 -4725 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_stairway 2.957617317348146e+20 0.03931115807926186 0.009182015812798814 -4726 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_corridor 2.5921503835088906e+20 0.034453555872029806 0.00804741224326875 -4727 GBM_grid_1_AutoML_20190416_023844_model_14 heat_type_central 1.6581743654582878e+20 0.022039617573634013 0.005147854374096984 -4728 GBM_grid_1_AutoML_20190416_023844_model_14 front_door_structure_mixed 9.449646252195263e+19 0.012559993324160851 0.0029336723451027355 -4729 DeepLearning_grid_1_AutoML_20190416_030706_model_1 city 1.0 1.0 0.11567832473631118 -4730 DeepLearning_grid_1_AutoML_20190416_030706_model_1 total_parking_capacity_in_site 0.6321730613708496 0.6321730613708496 0.07312872068280513 -4731 DeepLearning_grid_1_AutoML_20190416_030706_model_1 apartment_building_count_in_sites 0.623866856098175 0.623866856098175 0.07216787277194621 -4732 DeepLearning_grid_1_AutoML_20190416_030706_model_1 exclusive_use_area 0.6048742532730103 0.6048742532730103 0.06997084029474902 -4733 DeepLearning_grid_1_AutoML_20190416_030706_model_1 supply_area 0.5577837824821472 0.5577837824821472 0.06452349352261778 -4734 DeepLearning_grid_1_AutoML_20190416_030706_model_1 total_household_count_in_sites 0.5288415551185608 0.5288415551185608 0.06117550514706068 -4735 DeepLearning_grid_1_AutoML_20190416_030706_model_1 bathroom_count 0.45545512437820435 0.45545512437820435 0.05268628578063892 -4736 DeepLearning_grid_1_AutoML_20190416_030706_model_1 heat_fuel_gas 0.4540920853614807 0.4540920853614807 0.0525286117106341 -4737 DeepLearning_grid_1_AutoML_20190416_030706_model_1 heat_type_individual 0.4507891833782196 0.4507891833782196 0.052146537542442216 -4738 DeepLearning_grid_1_AutoML_20190416_030706_model_1 front_door_structure_stairway 0.44480225443840027 0.44480225443840027 0.05145397963236858 -4739 DeepLearning_grid_1_AutoML_20190416_030706_model_1 heat_fuel_cogeneration 0.4017525911331177 0.4017525911331177 0.046474066700751236 -4740 DeepLearning_grid_1_AutoML_20190416_030706_model_1 heat_type_district 0.4002209007740021 0.4002209007740021 0.046296883325993986 -4741 DeepLearning_grid_1_AutoML_20190416_030706_model_1 room_count 0.39963215589523315 0.39963215589523315 0.04622877830472091 -4742 DeepLearning_grid_1_AutoML_20190416_030706_model_1 heat_type_central 0.39219334721565247 0.39219334721565247 0.04536826937863309 -4743 DeepLearning_grid_1_AutoML_20190416_030706_model_1 front_door_structure_corridor 0.37960100173950195 0.37960100173950195 0.043911607949451134 -4744 DeepLearning_grid_1_AutoML_20190416_030706_model_1 floor 0.36026427149772644 0.36026427149772644 0.04167476738920457 -4745 DeepLearning_grid_1_AutoML_20190416_030706_model_1 total_household_count_of_area_type 0.30289849638938904 0.30289849638938904 0.03503879062747212 -4746 DeepLearning_grid_1_AutoML_20190416_030706_model_1 front_door_structure_mixed 0.2554209232330322 0.2554209232330322 0.029546664502199112 -4747 GBM_grid_1_AutoML_20190416_023844_model_8 exclusive_use_area 1.3669938676678577e+20 1.0 0.3184835114618683 -4748 GBM_grid_1_AutoML_20190416_023844_model_8 city 1.1168338617255644e+20 0.8169999062475126 0.260200999005725 -4749 GBM_grid_1_AutoML_20190416_023844_model_8 apartment_building_count_in_sites 5.8309714060588876e+19 0.4265543206866569 0.13585051788151833 -4750 GBM_grid_1_AutoML_20190416_023844_model_8 supply_area 2.555107352984001e+19 0.18691432444705175 0.05952913039241998 -4751 GBM_grid_1_AutoML_20190416_023844_model_8 total_parking_capacity_in_site 2.4262129242737738e+19 0.17748528224292498 0.056526135921527526 -4752 GBM_grid_1_AutoML_20190416_023844_model_8 total_household_count_in_sites 1.605862900743589e+19 0.1174740383790639 0.03741354424857055 -4753 GBM_grid_1_AutoML_20190416_023844_model_8 heat_fuel_cogeneration 1.3148115076084924e+19 0.09618269245432752 0.03063260163471117 -4754 GBM_grid_1_AutoML_20190416_023844_model_8 floor 1.1007956374549168e+19 0.08052674291311307 0.025646439849555367 -4755 GBM_grid_1_AutoML_20190416_023844_model_8 total_household_count_of_area_type 1.0775602079809405e+19 0.0788269964823835 0.02510509863770184 -4756 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_district 5.964370094103462e+18 0.04363128639544593 0.013895845300820064 -4757 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_stairway 3.280054841644155e+18 0.02399465659081595 0.007641902487364725 -4758 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_individual 3.232033121545224e+18 0.023643362256329598 0.007530021034160851 -4759 GBM_grid_1_AutoML_20190416_023844_model_8 heat_fuel_gas 2.868077180565324e+18 0.02098090743785391 0.006682073074464143 -4760 GBM_grid_1_AutoML_20190416_023844_model_8 bathroom_count 2.7244061951870894e+18 0.019929907950757872 0.006347347067269175 -4761 GBM_grid_1_AutoML_20190416_023844_model_8 room_count 1.7758502296402002e+18 0.012990915845656767 0.004137392495630394 -4762 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_mixed 1.1597170362223165e+18 0.00848370328245025 0.0027019196115953335 -4763 GBM_grid_1_AutoML_20190416_023844_model_8 heat_type_central 4.0308972447596544e+17 0.002948731036838164 0.0009391222149688143 -4764 GBM_grid_1_AutoML_20190416_023844_model_8 front_door_structure_corridor 3.1607636711859814e+17 0.0023122003294560214 0.0007363976801284425 -4765 GBM_grid_1_AutoML_20190416_022142_model_26 exclusive_use_area 3.833177602028963e+20 1.0 0.2555406049518385 -4766 GBM_grid_1_AutoML_20190416_022142_model_26 city 3.299694912075769e+20 0.8608249485568283 0.21997572811184715 -4767 GBM_grid_1_AutoML_20190416_022142_model_26 supply_area 2.7063917526971423e+20 0.7060439232621534 0.1804228912729801 -4768 GBM_grid_1_AutoML_20190416_022142_model_26 apartment_building_count_in_sites 1.0317252405877958e+20 0.2691566495749341 0.06878045305918866 -4769 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_cogeneration 8.207622084492054e+19 0.2141205792329483 0.054716502349825676 -4770 GBM_grid_1_AutoML_20190416_022142_model_26 room_count 6.949965940074427e+19 0.18131082515967165 0.04633227794561951 -4771 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_in_sites 6.0688437098538074e+19 0.15832409400079636 0.04045823475941524 -4772 GBM_grid_1_AutoML_20190416_022142_model_26 total_parking_capacity_in_site 5.959312560518018e+19 0.15546664358478085 0.03972804015148676 -4773 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_individual 4.229169441561326e+19 0.11033064158891981 0.02819395889635704 -4774 GBM_grid_1_AutoML_20190416_022142_model_26 floor 3.264837050959921e+19 0.08517312240454995 0.02176519122489568 -4775 GBM_grid_1_AutoML_20190416_022142_model_26 total_household_count_of_area_type 2.1555206381943914e+19 0.05623325767774077 0.014369880685382492 -4776 GBM_grid_1_AutoML_20190416_022142_model_26 heat_fuel_gas 1.4444286453116568e+19 0.03768227813256284 0.009629352149958545 -4777 GBM_grid_1_AutoML_20190416_022142_model_26 bathroom_count 1.0591664779598758e+19 0.027631552407048444 0.007060983617855589 -4778 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_corridor 7.834715789008568e+18 0.020439219369490016 0.005223050482422814 -4779 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_district 5.931086227863241e+18 0.015473027455664513 0.003953986796456916 -4780 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_stairway 4.418604629764342e+18 0.011527262987828956 0.0029456837573487485 -4781 GBM_grid_1_AutoML_20190416_022142_model_26 heat_type_central 1.3547939010508227e+18 0.003534388545768681 0.0009031797871205774 -4782 GBM_grid_1_AutoML_20190416_022142_model_26 front_door_structure_mixed 0.0 0.0 0.0 -4783 GBM_5_AutoML_20190416_022142 supply_area 4.7630013364075024e+20 1.0 0.3197686003049693 -4784 GBM_5_AutoML_20190416_022142 city 3.275212922288918e+20 0.6876363643347725 0.2198845177421281 -4785 GBM_5_AutoML_20190416_022142 exclusive_use_area 2.4786654783205487e+20 0.5203999124195259 0.16640755159322038 -4786 GBM_5_AutoML_20190416_022142 total_parking_capacity_in_site 7.80893652943257e+19 0.16394991262636233 0.05242603408065388 -4787 GBM_5_AutoML_20190416_022142 heat_fuel_gas 6.867006468344775e+19 0.14417393536832848 0.046102297513189505 -4788 GBM_5_AutoML_20190416_022142 apartment_building_count_in_sites 6.502994672174183e+19 0.13653144756577104 0.04365846988571791 -4789 GBM_5_AutoML_20190416_022142 total_household_count_in_sites 4.153075760240158e+19 0.08719451175658538 0.027882066978678493 -4790 GBM_5_AutoML_20190416_022142 heat_type_district 3.799996628086869e+19 0.07978155704136375 0.025511636825267952 -4791 GBM_5_AutoML_20190416_022142 heat_type_individual 3.5480886185587376e+19 0.07449270676112987 0.02382042857393502 -4792 GBM_5_AutoML_20190416_022142 floor 2.816970560692342e+19 0.059142762341046165 0.01891199833196578 -4793 GBM_5_AutoML_20190416_022142 room_count 2.2868707161740935e+19 0.04801322852239566 0.015353122880729089 -4794 GBM_5_AutoML_20190416_022142 total_household_count_of_area_type 1.744799828857271e+19 0.03663236068233581 0.011713878701257311 -4795 GBM_5_AutoML_20190416_022142 heat_fuel_cogeneration 1.6540450395890123e+19 0.03472694888716066 0.011104587838509573 -4796 GBM_5_AutoML_20190416_022142 bathroom_count 1.3488853729532707e+19 0.028320071267724407 0.00905586954981721 -4797 GBM_5_AutoML_20190416_022142 front_door_structure_stairway 1.0076388550846185e+19 0.02115554424439089 0.006764878771718724 -4798 GBM_5_AutoML_20190416_022142 front_door_structure_corridor 1.5572853225412362e+18 0.0032695462641121574 0.0010454982325074859 -4799 GBM_5_AutoML_20190416_022142 heat_type_central 8.766722317851034e+17 0.0018405878349938363 0.0005885621957343328 -4800 GBM_5_AutoML_20190416_022142 front_door_structure_mixed 0.0 0.0 0.0 -4801 GBM_grid_1_AutoML_20190416_021340_model_2 city 9.068059422361649e+19 1.0 0.23613663539076796 -4802 GBM_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 7.44104785526244e+19 0.820577756351372 0.19376847046131834 -4803 GBM_grid_1_AutoML_20190416_021340_model_2 bathroom_count 6.546431978541102e+19 0.7219220423719032 0.17047224210013262 -4804 GBM_grid_1_AutoML_20190416_021340_model_2 supply_area 3.1454012809788e+19 0.3468659758914134 0.0819077644785336 -4805 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 2.4078260112248013e+19 0.265528256827161 0.06270094916834151 -4806 GBM_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 2.28634251078811e+19 0.25213139926609174 0.05953746029906124 -4807 GBM_grid_1_AutoML_20190416_021340_model_2 floor 1.998969533803738e+19 0.22044071842695692 0.05205412955246527 -4808 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 1.3824367503725298e+19 0.15245122313198223 0.0359993188915935 -4809 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 1.185871229263387e+19 0.13077453223774127 0.03088065803742174 -4810 GBM_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 1.1295708463142797e+19 0.12456588490463363 0.02941456894585384 -4811 GBM_grid_1_AutoML_20190416_021340_model_2 room_count 4.519257772461654e+18 0.04983709922894039 0.011768364929557821 -4812 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 3.904723131511603e+18 0.04306018465078246 0.01016808712274096 -4813 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 2.980058316685705e+18 0.03286324204423432 0.007760215404357915 -4814 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 2.4179813754968474e+18 0.02666481617372461 0.00629653997457666 -4815 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 1.9675623140098048e+18 0.02169772188697657 0.005123627042035272 -4816 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.735726713880445e+18 0.019141104320514028 0.004519915971909874 -4817 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_district 2.924538751919063e+17 0.003225098795346676 0.000761563978335983 -4818 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 2.801362354044928e+17 0.0030892633402212007 0.0007294882509958796 -4819 GBM_grid_1_AutoML_20190416_022142_model_37 supply_area 4.5936592350189307e+21 1.0 0.2261461599960611 -4820 GBM_grid_1_AutoML_20190416_022142_model_37 city 4.084156876075345e+21 0.8890857303781946 0.20106332383232203 -4821 GBM_grid_1_AutoML_20190416_022142_model_37 exclusive_use_area 3.4889248390500644e+21 0.7595088491660149 0.17176000972192185 -4822 GBM_grid_1_AutoML_20190416_022142_model_37 apartment_building_count_in_sites 1.181536954426694e+21 0.2572104054692304 0.05816714550789633 -4823 GBM_grid_1_AutoML_20190416_022142_model_37 total_parking_capacity_in_site 1.0034734212534868e+21 0.2184475099075022 0.049401065526283136 -4824 GBM_grid_1_AutoML_20190416_022142_model_37 room_count 9.495927071553471e+20 0.20671814311264075 0.04674851426643991 -4825 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_cogeneration 8.055912349700823e+20 0.17537026447865423 0.03965931188934129 -4826 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_in_sites 7.933857762924665e+20 0.17271324138373903 0.039058436319405365 -4827 GBM_grid_1_AutoML_20190416_022142_model_37 bathroom_count 6.571631465635774e+20 0.14305874966819762 0.03235218689130068 -4828 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_individual 6.093438553514133e+20 0.13264890236223675 0.02999803989691228 -4829 GBM_grid_1_AutoML_20190416_022142_model_37 heat_fuel_gas 5.400704358612468e+20 0.11756867634937251 0.02658770469223032 -4830 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_district 4.124527424610071e+20 0.08978740506408228 0.0203050768712531 -4831 GBM_grid_1_AutoML_20190416_022142_model_37 floor 4.044935800976761e+20 0.08805476405696191 0.01991324676084112 -4832 GBM_grid_1_AutoML_20190416_022142_model_37 total_household_count_of_area_type 3.7170821923534904e+20 0.08091767373637528 0.018299221191295394 -4833 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_stairway 2.117851853611902e+20 0.046103808429385475 0.010426199237499557 -4834 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_corridor 1.6393176530809992e+20 0.035686531569080214 0.008070372077925698 -4835 GBM_grid_1_AutoML_20190416_022142_model_37 heat_type_central 3.809605040299678e+19 0.008293181634497054 0.0018754711807913661 -4836 GBM_grid_1_AutoML_20190416_022142_model_37 front_door_structure_mixed 3.4229921778887557e+18 0.0007451558774308276 0.00016851414027947725 -4837 GBM_grid_1_AutoML_20190416_023844_model_59 supply_area 2.4802179887389685e+20 1.0 0.42038216504423304 -4838 GBM_grid_1_AutoML_20190416_023844_model_59 total_household_count_in_sites 5.148360722577411e+19 0.2075769446860202 0.08726164542037618 -4839 GBM_grid_1_AutoML_20190416_023844_model_59 heat_fuel_gas 4.925115881673772e+19 0.19857592776261884 0.08347777843851693 -4840 GBM_grid_1_AutoML_20190416_023844_model_59 apartment_building_count_in_sites 4.482240074684668e+19 0.1807196018670762 0.0759712974988133 -4841 GBM_grid_1_AutoML_20190416_023844_model_59 city 3.975759719051978e+19 0.1602988018433572 0.06738675737290699 -4842 GBM_grid_1_AutoML_20190416_023844_model_59 total_household_count_of_area_type 3.815583304922222e+19 0.15384064313081613 0.0646718626311297 -4843 GBM_grid_1_AutoML_20190416_023844_model_59 total_parking_capacity_in_site 3.710500339827763e+19 0.14960379920937167 0.06289076901047838 -4844 GBM_grid_1_AutoML_20190416_023844_model_59 floor 2.316611186291481e+19 0.09340353133513594 0.03926517872544131 -4845 GBM_grid_1_AutoML_20190416_023844_model_59 room_count 1.4125153203154584e+19 0.056951256975344804 0.023941292709285928 -4846 GBM_grid_1_AutoML_20190416_023844_model_59 heat_fuel_cogeneration 1.1775668378411205e+19 0.04747836049845915 0.01995905597909285 -4847 GBM_grid_1_AutoML_20190416_023844_model_59 exclusive_use_area 9.530796587492573e+18 0.03842725369610907 0.016154132105474336 -4848 GBM_grid_1_AutoML_20190416_023844_model_59 heat_type_individual 8.139010030042087e+18 0.03281570437355086 0.013795136852004815 -4849 GBM_grid_1_AutoML_20190416_023844_model_59 front_door_structure_stairway 6.778901502099456e+18 0.02733187781428072 0.011489833970291768 -4850 GBM_grid_1_AutoML_20190416_023844_model_59 heat_type_district 2.9751336041048965e+18 0.011995452083699953 0.005042674117630142 -4851 GBM_grid_1_AutoML_20190416_023844_model_59 bathroom_count 2.874723178599416e+18 0.011590606921051435 0.004872484431648274 -4852 GBM_grid_1_AutoML_20190416_023844_model_59 front_door_structure_corridor 1.4186507876129833e+18 0.0057198633106208385 0.0024045285222758623 -4853 GBM_grid_1_AutoML_20190416_023844_model_59 heat_type_central 3.7398101312405504e+17 0.0015078554176369003 0.0006338755250398764 -4854 GBM_grid_1_AutoML_20190416_023844_model_59 front_door_structure_mixed 2.3572017471029248e+17 0.0009504010364433372 0.0003995316453603331 -4855 GBM_grid_1_AutoML_20190416_023844_model_32 city 7.444827360512222e+20 1.0 0.22672076037148203 -4856 GBM_grid_1_AutoML_20190416_023844_model_32 exclusive_use_area 7.059405082277204e+20 0.9482295210390883 0.2149833180166683 -4857 GBM_grid_1_AutoML_20190416_023844_model_32 supply_area 7.059101792989799e+20 0.9481887827824815 0.21497408180815422 -4858 GBM_grid_1_AutoML_20190416_023844_model_32 total_parking_capacity_in_site 1.7790580163313297e+20 0.23896565093873798 0.05417847408349683 -4859 GBM_grid_1_AutoML_20190416_023844_model_32 apartment_building_count_in_sites 1.700724234000196e+20 0.22844374377583712 0.05179293929096581 -4860 GBM_grid_1_AutoML_20190416_023844_model_32 room_count 1.4753678030056456e+20 0.19817354138137283 0.04493005598749421 -4861 GBM_grid_1_AutoML_20190416_023844_model_32 total_household_count_in_sites 9.673498903126737e+19 0.12993583913625065 0.02945915224847732 -4862 GBM_grid_1_AutoML_20190416_023844_model_32 heat_fuel_gas 8.811377113443389e+19 0.11835569431978264 0.026833693010475817 -4863 GBM_grid_1_AutoML_20190416_023844_model_32 heat_type_district 8.201731340995081e+19 0.1101668439552745 0.024977110629266244 -4864 GBM_grid_1_AutoML_20190416_023844_model_32 heat_type_individual 7.773889376394884e+19 0.10442000868452672 0.023674183766952656 -4865 GBM_grid_1_AutoML_20190416_023844_model_32 bathroom_count 7.397755244625736e+19 0.09936772051778986 0.02252872515217423 -4866 GBM_grid_1_AutoML_20190416_023844_model_32 heat_fuel_cogeneration 6.973628309913469e+19 0.0936707860668735 0.021237111841675985 -4867 GBM_grid_1_AutoML_20190416_023844_model_32 floor 6.381510072225864e+19 0.08571736808933607 0.019433906870256482 -4868 GBM_grid_1_AutoML_20190416_023844_model_32 total_household_count_of_area_type 3.872216949845708e+19 0.052012179226400355 0.01179224082278729 -4869 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_stairway 2.5266383581129736e+19 0.03393817258294536 0.007694488293623956 -4870 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_corridor 1.4463631260695658e+19 0.019427759114216084 0.00440467631868906 -4871 GBM_grid_1_AutoML_20190416_023844_model_32 heat_type_central 1.2644916982563471e+18 0.0016984835739284989 0.00038508148735954157 -4872 GBM_grid_1_AutoML_20190416_023844_model_32 front_door_structure_mixed 0.0 0.0 0.0 -4873 GBM_5_AutoML_20190416_021340 city 3.510466893073917e+20 1.0 0.23436357978385883 -4874 GBM_5_AutoML_20190416_021340 supply_area 3.444496195407357e+20 0.9812074291893427 0.2299592856153315 -4875 GBM_5_AutoML_20190416_021340 exclusive_use_area 3.1004577756232234e+20 0.8832038216171092 0.2069908093129704 -4876 GBM_5_AutoML_20190416_021340 apartment_building_count_in_sites 1.0590519748189592e+20 0.30168407994630236 0.07070376094001528 -4877 GBM_5_AutoML_20190416_021340 heat_fuel_cogeneration 6.309072047164726e+19 0.1797217361488981 0.0421202294488259 -4878 GBM_5_AutoML_20190416_021340 total_parking_capacity_in_site 5.874645327328104e+19 0.16734655264570833 0.039219937142536195 -4879 GBM_5_AutoML_20190416_021340 room_count 4.96443353787374e+19 0.14141804179006703 0.033143238519943455 -4880 GBM_5_AutoML_20190416_021340 heat_type_individual 4.813595056096359e+19 0.13712122070125454 0.032136220147878584 -4881 GBM_5_AutoML_20190416_021340 total_household_count_in_sites 3.86131375274003e+19 0.10999430760501765 0.02577865968615886 -4882 GBM_5_AutoML_20190416_021340 heat_fuel_gas 3.7726975135877956e+19 0.10746996420992475 0.02518704553148115 -4883 GBM_5_AutoML_20190416_021340 floor 2.7759264513344406e+19 0.07907570519497818 0.01853246534342817 -4884 GBM_5_AutoML_20190416_021340 bathroom_count 2.5544841497933775e+19 0.07276764680029671 0.017054086196564996 -4885 GBM_5_AutoML_20190416_021340 total_household_count_of_area_type 2.0879862150908084e+19 0.05947887499552737 0.013939682065468443 -4886 GBM_5_AutoML_20190416_021340 front_door_structure_stairway 9.028104269319897e+18 0.025717673871621383 0.006027286112266999 -4887 GBM_5_AutoML_20190416_021340 heat_type_district 4.0336738552171725e+18 0.01149041987313862 0.00269293593468836 -4888 GBM_5_AutoML_20190416_021340 front_door_structure_corridor 2.725493337309053e+18 0.007763905543978775 0.0018195766963906134 -4889 GBM_5_AutoML_20190416_021340 heat_type_central 4.9609755050849075e+17 0.0014131953544050837 0.0003312015221922945 -4890 GBM_5_AutoML_20190416_021340 front_door_structure_mixed 0.0 0.0 0.0 -4891 GBM_grid_1_AutoML_20190416_030706_model_18 city 7.170406146717935e+19 1.0 0.1881571402100079 -4892 GBM_grid_1_AutoML_20190416_030706_model_18 supply_area 6.0484833933353026e+19 0.8435342809840467 0.15871699797906347 -4893 GBM_grid_1_AutoML_20190416_030706_model_18 room_count 5.675607334421581e+19 0.791532197519863 0.14893243466948053 -4894 GBM_grid_1_AutoML_20190416_030706_model_18 exclusive_use_area 4.420227618878102e+19 0.6164542884228873 0.11599027597984585 -4895 GBM_grid_1_AutoML_20190416_030706_model_18 total_household_count_in_sites 3.358976796725451e+19 0.46845000520130015 0.08814221331003995 -4896 GBM_grid_1_AutoML_20190416_030706_model_18 total_parking_capacity_in_site 3.3015954838950773e+19 0.4604474860055585 0.08663648218369352 -4897 GBM_grid_1_AutoML_20190416_030706_model_18 apartment_building_count_in_sites 2.071365777423021e+19 0.288877050342697 0.054354279664784344 -4898 GBM_grid_1_AutoML_20190416_030706_model_18 total_household_count_of_area_type 1.408900016132168e+19 0.19648817477055397 0.03697065304991166 -4899 GBM_grid_1_AutoML_20190416_030706_model_18 heat_fuel_gas 1.2508535759277392e+19 0.1744466840975646 0.03282338919891642 -4900 GBM_grid_1_AutoML_20190416_030706_model_18 heat_fuel_cogeneration 1.036601200823029e+19 0.14456659491980184 0.027201237070008568 -4901 GBM_grid_1_AutoML_20190416_030706_model_18 floor 9.248717978898268e+18 0.12898457618236348 0.024269368985673407 -4902 GBM_grid_1_AutoML_20190416_030706_model_18 heat_type_individual 6.409822936445747e+18 0.0893927457565242 0.01681988339706791 -4903 GBM_grid_1_AutoML_20190416_030706_model_18 bathroom_count 2.884039615499469e+18 0.04022142618545481 0.007567948526223103 -4904 GBM_grid_1_AutoML_20190416_030706_model_18 front_door_structure_corridor 1.9560913840751247e+18 0.027280063974764863 0.005132938822237817 -4905 GBM_grid_1_AutoML_20190416_030706_model_18 heat_type_central 1.6567454951224115e+18 0.023105322923454526 0.004347431484905942 -4906 GBM_grid_1_AutoML_20190416_030706_model_18 front_door_structure_stairway 8.361436834294661e+17 0.0116610365761804 0.002194107294058406 -4907 GBM_grid_1_AutoML_20190416_030706_model_18 heat_type_district 6.64316129409237e+17 0.009264693182175047 0.0017432181740812144 -4908 GBM_grid_1_AutoML_20190416_030706_model_18 front_door_structure_mixed 0.0 0.0 0.0 -4909 XGBoost_grid_1_AutoML_20190416_030706_model_28 city 6.182064468368692e+20 1.0 0.2658274959372676 -4910 XGBoost_grid_1_AutoML_20190416_030706_model_28 supply_area 5.806559257250633e+20 0.939258929919062 0.2496808493771018 -4911 XGBoost_grid_1_AutoML_20190416_030706_model_28 exclusive_use_area 5.384302459875817e+20 0.8709554045295508 0.23152389425912046 -4912 XGBoost_grid_1_AutoML_20190416_030706_model_28 apartment_building_count_in_sites 1.2966939089376274e+20 0.20975095222191945 0.05575757039961031 -4913 XGBoost_grid_1_AutoML_20190416_030706_model_28 total_parking_capacity_in_site 9.776589992956317e+19 0.15814441992605327 0.04203913514539447 -4914 XGBoost_grid_1_AutoML_20190416_030706_model_28 heat_type_individual 6.01146503585134e+19 0.09724041324075079 0.02584917555569391 -4915 XGBoost_grid_1_AutoML_20190416_030706_model_28 heat_fuel_cogeneration 5.956698361671818e+19 0.0963545170411925 0.02561367998730498 -4916 XGBoost_grid_1_AutoML_20190416_030706_model_28 total_household_count_in_sites 4.8695839474013176e+19 0.07876954328634317 0.020939110447930814 -4917 XGBoost_grid_1_AutoML_20190416_030706_model_28 room_count 4.344434324133642e+19 0.07027481428513864 0.01868097790887493 -4918 XGBoost_grid_1_AutoML_20190416_030706_model_28 heat_fuel_gas 3.999573381691002e+19 0.064696403639194 0.017198082975553673 -4919 XGBoost_grid_1_AutoML_20190416_030706_model_28 bathroom_count 3.7180724565059305e+19 0.06014289361636253 0.01598763480845913 -4920 XGBoost_grid_1_AutoML_20190416_030706_model_28 floor 3.058331614882195e+19 0.0494710404676388 0.013150762808923655 -4921 XGBoost_grid_1_AutoML_20190416_030706_model_28 total_household_count_of_area_type 2.4513064184475288e+19 0.03965190643012452 0.010540566995458842 -4922 XGBoost_grid_1_AutoML_20190416_030706_model_28 front_door_structure_corridor 8.347924386145108e+18 0.013503457346422557 0.0035895902528952093 -4923 XGBoost_grid_1_AutoML_20190416_030706_model_28 heat_type_district 4.510043865020891e+18 0.007295368542494333 0.0019393095515907823 -4924 XGBoost_grid_1_AutoML_20190416_030706_model_28 front_door_structure_stairway 1.9577013439760957e+18 0.0031667436565777016 0.000841807536503277 -4925 XGBoost_grid_1_AutoML_20190416_030706_model_28 heat_type_central 1.85172546548872e+18 0.002995318918078751 0.0007962381275264 -4926 XGBoost_grid_1_AutoML_20190416_030706_model_28 front_door_structure_mixed 1.026003176605614e+17 0.00016596448999444893 4.411792478973007e-05 -4927 GBM_grid_1_AutoML_20190416_021340_model_15 supply_area 3.385106030852571e+20 1.0 0.23516244512971154 -4928 GBM_grid_1_AutoML_20190416_021340_model_15 exclusive_use_area 3.315208053573456e+20 0.9793513182033146 0.23030665062969763 -4929 GBM_grid_1_AutoML_20190416_021340_model_15 city 3.033644764088857e+20 0.8961742221483102 0.21074652134261393 -4930 GBM_grid_1_AutoML_20190416_021340_model_15 apartment_building_count_in_sites 9.231277965263136e+19 0.2727027715270163 0.06412945054594223 -4931 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_gas 7.214346149801073e+19 0.21312024155367656 0.050117877110397335 -4932 GBM_grid_1_AutoML_20190416_021340_model_15 total_parking_capacity_in_site 4.562937191289009e+19 0.13479451307289744 0.031698607284291434 -4933 GBM_grid_1_AutoML_20190416_021340_model_15 bathroom_count 4.194995300756095e+19 0.12392507834383981 0.029142524436228435 -4934 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_cogeneration 4.0744813496727765e+19 0.12036495496853254 0.028305317118327733 -4935 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_in_sites 3.9014278951631585e+19 0.11525275307788652 0.02710311922172668 -4936 GBM_grid_1_AutoML_20190416_021340_model_15 room_count 3.4210237771971297e+19 0.10106105232796836 0.023765764172826765 -4937 GBM_grid_1_AutoML_20190416_021340_model_15 floor 3.003428821163154e+19 0.08872480784321878 0.020864742756075135 -4938 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_individual 2.310147597236437e+19 0.06824446785953717 0.01604853592842477 -4939 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_of_area_type 1.9494017904049914e+19 0.05758761387790314 0.013542444088713412 -4940 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_district 1.3719628026063356e+19 0.040529389333804525 0.009530990295351522 -4941 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_stairway 7.113431213385187e+18 0.02101390960446105 0.004941682364319791 -4942 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_mixed 3.022983800389894e+18 0.008930248485092584 0.0021000590693702743 -4943 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_corridor 2.2649928537069322e+18 0.006691054380758857 0.0015734847086751208 -4944 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_central 1.3240063385225134e+18 0.003911269917264748 0.0009197837973062627 -4945 GBM_grid_1_AutoML_20190416_023844_model_29 exclusive_use_area 1.0788336843384632e+20 1.0 0.3230367508012214 -4946 GBM_grid_1_AutoML_20190416_023844_model_29 city 7.973502633785059e+19 0.7390854354602749 0.23875175763559303 -4947 GBM_grid_1_AutoML_20190416_023844_model_29 supply_area 3.770066602164853e+19 0.34945762788975615 0.1128876566562091 -4948 GBM_grid_1_AutoML_20190416_023844_model_29 total_parking_capacity_in_site 2.7935368892718776e+19 0.2589404585550055 0.08364728438258733 -4949 GBM_grid_1_AutoML_20190416_023844_model_29 heat_fuel_gas 1.9202774866038096e+19 0.17799569242976657 0.05749915013912535 -4950 GBM_grid_1_AutoML_20190416_023844_model_29 total_household_count_in_sites 1.6575867864444043e+19 0.15364618388429635 0.04963336401499008 -4951 GBM_grid_1_AutoML_20190416_023844_model_29 total_household_count_of_area_type 1.2878902952558854e+19 0.11937802035219311 0.03856348781165454 -4952 GBM_grid_1_AutoML_20190416_023844_model_29 apartment_building_count_in_sites 1.2674172787955335e+19 0.1174803213131697 0.03795046128008982 -4953 GBM_grid_1_AutoML_20190416_023844_model_29 floor 8.038339844914545e+18 0.07450953711964996 0.024069318774834716 -4954 GBM_grid_1_AutoML_20190416_023844_model_29 room_count 2.7403535118363525e+18 0.02540107480530446 0.00820548067196432 -4955 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_stairway 1.9300002480259072e+18 0.017889692137387943 0.005779028020895959 -4956 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_individual 1.678158758951256e+18 0.015555305542580429 0.005024935360195412 -4957 GBM_grid_1_AutoML_20190416_023844_model_29 heat_fuel_cogeneration 1.5941152512199885e+18 0.014776283632611027 0.0047732826535959345 -4958 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_corridor 1.3304298228909343e+18 0.012332112374733173 0.003983725512049338 -4959 GBM_grid_1_AutoML_20190416_023844_model_29 bathroom_count 1.0111854535350682e+18 0.009372950327882313 0.003027807419340345 -4960 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_district 6.358845454213448e+17 0.005894185124663278 0.0019040384112921172 -4961 GBM_grid_1_AutoML_20190416_023844_model_29 heat_type_central 4.2162250835820544e+17 0.003908132592437015 0.0012624704543612072 -4962 GBM_grid_1_AutoML_20190416_023844_model_29 front_door_structure_mixed 0.0 0.0 0.0 -4963 GBM_5_AutoML_20190416_030706 supply_area 5.107656890078074e+20 1.0 0.33854227858892827 -4964 GBM_5_AutoML_20190416_030706 city 3.1308690357944844e+20 0.6129755978472992 0.20751815561463524 -4965 GBM_5_AutoML_20190416_030706 exclusive_use_area 2.0134837469973578e+20 0.3942088887976538 0.13345637545356717 -4966 GBM_5_AutoML_20190416_030706 heat_fuel_cogeneration 8.443973103998783e+19 0.16531989688660764 0.05596777458807882 -4967 GBM_5_AutoML_20190416_030706 heat_type_individual 7.013957077006339e+19 0.137322401013885 0.046489438540543174 -4968 GBM_5_AutoML_20190416_030706 total_parking_capacity_in_site 6.536341100626025e+19 0.12797142097236905 0.04332373645024878 -4969 GBM_5_AutoML_20190416_030706 apartment_building_count_in_sites 6.237280095136068e+19 0.12211627032450739 0.041341520408440253 -4970 GBM_5_AutoML_20190416_030706 heat_fuel_gas 4.4807627708615885e+19 0.08772638545016083 0.02969909042266805 -4971 GBM_5_AutoML_20190416_030706 total_household_count_in_sites 4.441815869982507e+19 0.08696386553707235 0.029440945193821642 -4972 GBM_5_AutoML_20190416_030706 room_count 2.4922553100984648e+19 0.048794493516974846 0.016518999017829352 -4973 GBM_5_AutoML_20190416_030706 floor 2.455090277763357e+19 0.04806685982632301 0.01627266425021801 -4974 GBM_5_AutoML_20190416_030706 total_household_count_of_area_type 2.3886353551759245e+19 0.04676577551275988 0.015832192202068034 -4975 GBM_5_AutoML_20190416_030706 bathroom_count 1.2597758928848159e+19 0.024664458087073255 0.0083499618409589 -4976 GBM_5_AutoML_20190416_030706 front_door_structure_stairway 1.1042810893149667e+19 0.021620111003542507 0.0073193216424848415 -4977 GBM_5_AutoML_20190416_030706 heat_type_district 7.304305882211287e+18 0.014300698029267263 0.0048413908962403355 -4978 GBM_5_AutoML_20190416_030706 front_door_structure_corridor 6.59250404462166e+18 0.012907100430782635 0.004369599189813291 -4979 GBM_5_AutoML_20190416_030706 heat_type_central 1.081082301065986e+18 0.00211659147106387 0.000716555699455854 -4980 GBM_5_AutoML_20190416_030706 front_door_structure_mixed 0.0 0.0 0.0 -4981 GBM_grid_1_AutoML_20190416_021340_model_4 city 3.7603826842895416e+21 1.0 0.2808971970926132 -4982 GBM_grid_1_AutoML_20190416_021340_model_4 supply_area 3.542755239496117e+21 0.9421262506864932 0.2646406231252086 -4983 GBM_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 2.4054986617681483e+21 0.6396951756580661 0.1796885818360176 -4984 GBM_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 5.749995101462022e+20 0.15290983881733258 0.042951945131671984 -4985 GBM_grid_1_AutoML_20190416_021340_model_4 bathroom_count 5.1755127664011536e+20 0.1376326081923488 0.03866061386977661 -4986 GBM_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 4.44863354576216e+20 0.11830268138261708 0.03323089160891761 -4987 GBM_grid_1_AutoML_20190416_021340_model_4 room_count 3.3335415743377834e+20 0.08864899809971329 0.024901255091277857 -4988 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 2.954714606650817e+20 0.07857483811409101 0.022071451788253996 -4989 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 2.9191560487648205e+20 0.07762922802938989 0.02180583256591894 -4990 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 2.5033131864999382e+20 0.06657070294889136 0.018699523866828546 -4991 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_district 2.4747631796121764e+20 0.06581147152792348 0.018486257888734023 -4992 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 2.40780767137085e+20 0.06403092114614826 0.017986106277211183 -4993 GBM_grid_1_AutoML_20190416_021340_model_4 floor 1.6218927687258656e+20 0.04313105619547585 0.012115392792953157 -4994 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 1.18584466506246e+20 0.03153521236061389 0.008858152761816772 -4995 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 1.0724540539913162e+20 0.028519811520032506 0.00801113511758675 -4996 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 7.583189200064112e+19 0.020166003932913075 0.0056645739813138965 -4997 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_central 1.345452257846703e+19 0.0035779663156833797 0.0010050407093672453 -4998 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 4.356471502556627e+18 0.001158518126561288 0.0003254244945320511 -4999 GBM_grid_1_AutoML_20190416_022142_model_13 supply_area 4.58095915443849e+20 1.0 0.2765751415246082 -5000 GBM_grid_1_AutoML_20190416_022142_model_13 city 3.1975011996563145e+20 0.6979981903043725 0.19304894826735225 -5001 GBM_grid_1_AutoML_20190416_022142_model_13 exclusive_use_area 1.7090960034950126e+20 0.3730869335167658 0.1031865714383816 -5002 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_gas 1.3903331570101938e+20 0.3035026312476723 0.08394128319041595 -5003 GBM_grid_1_AutoML_20190416_022142_model_13 room_count 1.0100846527299086e+20 0.2204963237341328 0.06098380194242361 -5004 GBM_grid_1_AutoML_20190416_022142_model_13 total_parking_capacity_in_site 8.416957663499675e+19 0.18373788937507743 0.050817332757344846 -5005 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_in_sites 8.14419697614612e+19 0.17778366280029392 0.049170541699754516 -5006 GBM_grid_1_AutoML_20190416_022142_model_13 apartment_building_count_in_sites 5.4057546354211684e+19 0.11800486433465651 0.032637212053949816 -5007 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_individual 4.408146185112099e+19 0.09622758109163772 0.026614156858990413 -5008 GBM_grid_1_AutoML_20190416_022142_model_13 bathroom_count 4.255359808534951e+19 0.09289233248045736 0.025691710002333456 -5009 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_district 4.12719281671766e+19 0.09009451247166926 0.024917902537442506 -5010 GBM_grid_1_AutoML_20190416_022142_model_13 total_household_count_of_area_type 3.470204492502899e+19 0.07575279271243052 0.02095133936532478 -5011 GBM_grid_1_AutoML_20190416_022142_model_13 heat_fuel_cogeneration 3.210607158357079e+19 0.07008591541896467 0.019384021975881873 -5012 GBM_grid_1_AutoML_20190416_022142_model_13 floor 3.0340515394106687e+19 0.06623179637982533 0.018318068457179225 -5013 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_stairway 1.4786541333099053e+19 0.03227826495412511 0.008927365697855955 -5014 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_corridor 6.553079955696124e+18 0.014305039042635529 0.003956418197731968 -5015 GBM_grid_1_AutoML_20190416_022142_model_13 heat_type_central 1.454550529454637e+18 0.0031752095585600745 0.0008781840330290414 -5016 GBM_grid_1_AutoML_20190416_022142_model_13 front_door_structure_mixed 0.0 0.0 0.0 -5017 GBM_grid_1_AutoML_20190416_015849_model_1 supply_area 5.330900745819295e+21 1.0 0.22625258845673918 -5018 GBM_grid_1_AutoML_20190416_015849_model_1 city 5.036137898408082e+21 0.9447067462956654 0.2137423466819383 -5019 GBM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 3.4335207120092225e+21 0.644078904433163 0.14572451929838387 -5020 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.4081338808279803e+21 0.2641455821386836 0.05976362168828939 -5021 GBM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 1.2781668917189972e+21 0.23976565174682474 0.05424759933073618 -5022 GBM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.1527579676453781e+21 0.21624074853567982 0.048925029086020394 -5023 GBM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 1.1291198398387055e+21 0.21180657710129128 0.047921786321329055 -5024 GBM_grid_1_AutoML_20190416_015849_model_1 room_count 9.056522818597442e+20 0.16988729016761248 0.03843743914632346 -5025 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 6.829400619807859e+20 0.12810969375416992 0.0289851498182811 -5026 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 6.53833930907788e+20 0.12264980386673878 0.02774983559856103 -5027 GBM_grid_1_AutoML_20190416_015849_model_1 floor 6.356077224783312e+20 0.11923083035766521 0.02697628399226811 -5028 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 5.228164420013486e+20 0.09807281488243093 0.02218922822438861 -5029 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 4.6438343310486746e+20 0.08711162620483143 0.019709230913519022 -5030 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 4.045058946279072e+20 0.07587946463740428 0.017167925284924324 -5031 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 2.2603390607912075e+20 0.042400696778379446 0.009593267398477672 -5032 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 2.078297582509637e+20 0.038985861519547534 0.008820652082013613 -5033 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 6.840909779761837e+19 0.012832558897531062 0.0029033996670899623 -5034 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 2.0972218928618013e+19 0.003934085425444333 0.0008900970107167124 -5035 GBM_5_AutoML_20190416_020809 supply_area 5.210785099420208e+20 1.0 0.3477745722857248 -5036 GBM_5_AutoML_20190416_020809 city 3.368282623338296e+20 0.646405975121307 0.2248035615207494 -5037 GBM_5_AutoML_20190416_020809 exclusive_use_area 2.3911980089170146e+20 0.4588939983694737 0.1595916640074298 -5038 GBM_5_AutoML_20190416_020809 heat_fuel_gas 7.820231592482387e+19 0.15007779908928745 0.05219324238785988 -5039 GBM_5_AutoML_20190416_020809 total_parking_capacity_in_site 7.530459261223882e+19 0.14451678811436264 0.050259264174579175 -5040 GBM_5_AutoML_20190416_020809 apartment_building_count_in_sites 4.8376857956655825e+19 0.09283986392384251 0.032287343967179215 -5041 GBM_5_AutoML_20190416_020809 total_household_count_in_sites 4.719060365754132e+19 0.09056332732430687 0.03149562242498291 -5042 GBM_5_AutoML_20190416_020809 heat_type_individual 3.273506700144935e+19 0.06282175598662033 0.021847809318485057 -5043 GBM_5_AutoML_20190416_020809 floor 2.5164362096211657e+19 0.04829284189634234 0.016795022434962587 -5044 GBM_5_AutoML_20190416_020809 front_door_structure_stairway 2.1651695124351025e+19 0.041551694631889846 0.014450622828352537 -5045 GBM_5_AutoML_20190416_020809 heat_fuel_cogeneration 2.122593343575058e+19 0.04073461682024143 0.014166463941882352 -5046 GBM_5_AutoML_20190416_020809 heat_type_district 1.977114321276109e+19 0.03794273384055116 0.013195518032748776 -5047 GBM_5_AutoML_20190416_020809 total_household_count_of_area_type 1.6802796069300732e+19 0.03224618891147582 0.011214404556533183 -5048 GBM_5_AutoML_20190416_020809 bathroom_count 1.0432203707734032e+19 0.02002040673082987 0.006962588387800604 -5049 GBM_5_AutoML_20190416_020809 front_door_structure_corridor 3.3114395764253e+18 0.006354972452795561 0.0022100978266585396 -5050 GBM_5_AutoML_20190416_020809 room_count 6.030973148394947e+17 0.0011574020101243476 0.00040251498903363307 -5051 GBM_5_AutoML_20190416_020809 heat_type_central 5.239438163532841e+17 0.0010054987998096144 0.00034968691503759825 -5052 GBM_5_AutoML_20190416_020809 front_door_structure_mixed 0.0 0.0 0.0 -5053 GBM_grid_1_AutoML_20190416_030706_model_56 supply_area 2.9650554343452133e+21 1.0 0.2598647402677103 -5054 GBM_grid_1_AutoML_20190416_030706_model_56 city 2.754238276613303e+21 0.9288994211406824 0.24138820680954984 -5055 GBM_grid_1_AutoML_20190416_030706_model_56 exclusive_use_area 2.2416671367361294e+21 0.7560287442757936 0.19646521326615227 -5056 GBM_grid_1_AutoML_20190416_030706_model_56 apartment_building_count_in_sites 6.080157860425483e+20 0.20506051219134092 0.05328799673976645 -5057 GBM_grid_1_AutoML_20190416_030706_model_56 total_parking_capacity_in_site 4.182755449354762e+20 0.14106837264843444 0.036658696018273984 -5058 GBM_grid_1_AutoML_20190416_030706_model_56 room_count 4.1329206565718616e+20 0.1393876353439764 0.03622193165519274 -5059 GBM_grid_1_AutoML_20190416_030706_model_56 heat_type_district 3.0861254216528377e+20 0.10408322845857217 0.027047561129611607 -5060 GBM_grid_1_AutoML_20190416_030706_model_56 total_household_count_in_sites 3.001144607746682e+20 0.10121715003987566 0.02630276840575015 -5061 GBM_grid_1_AutoML_20190416_030706_model_56 heat_fuel_cogeneration 2.822840061624666e+20 0.09520361841896041 0.024740063572989343 -5062 GBM_grid_1_AutoML_20190416_030706_model_56 heat_fuel_gas 2.5956587931717285e+20 0.08754166155227178 0.022748991141884903 -5063 GBM_grid_1_AutoML_20190416_030706_model_56 heat_type_individual 2.2843694591622984e+20 0.07704306073679752 0.020020774967797316 -5064 GBM_grid_1_AutoML_20190416_030706_model_56 bathroom_count 2.0115721800617715e+20 0.0678426499808762 0.017629912616353573 -5065 GBM_grid_1_AutoML_20190416_030706_model_56 floor 1.57060239846965e+20 0.05297042275422055 0.013765145150896333 -5066 GBM_grid_1_AutoML_20190416_030706_model_56 total_household_count_of_area_type 1.1861235891721942e+20 0.040003420355415084 0.010395478440479975 -5067 GBM_grid_1_AutoML_20190416_030706_model_56 front_door_structure_stairway 9.25189160926068e+19 0.03120309826957356 0.008108585027370573 -5068 GBM_grid_1_AutoML_20190416_030706_model_56 front_door_structure_corridor 4.888744476831593e+19 0.01648786872651235 0.0042846157241832345 -5069 GBM_grid_1_AutoML_20190416_030706_model_56 heat_type_central 1.22009253911745e+19 0.004114906335256726 0.0010693190660374446 -5070 GBM_grid_1_AutoML_20190416_030706_model_56 front_door_structure_mixed 0.0 0.0 0.0 -5071 GBM_5_AutoML_20190416_015849 supply_area 3.5811737590673546e+20 1.0 0.2425989195567782 -5072 GBM_5_AutoML_20190416_015849 city 3.464669155144489e+20 0.9674674808425919 0.23470656555873082 -5073 GBM_5_AutoML_20190416_015849 exclusive_use_area 3.261974098603053e+20 0.9108673072184493 0.22097542459078776 -5074 GBM_5_AutoML_20190416_015849 total_parking_capacity_in_site 7.203043610072187e+19 0.2011363897614417 0.04879547083967678 -5075 GBM_5_AutoML_20190416_015849 apartment_building_count_in_sites 6.176827626426991e+19 0.1724805340926999 0.04184359121546504 -5076 GBM_5_AutoML_20190416_015849 total_household_count_in_sites 5.3229372205938246e+19 0.14863666436503986 0.03605909418148214 -5077 GBM_5_AutoML_20190416_015849 heat_fuel_cogeneration 5.229796271190966e+19 0.14603581459708234 0.035428130837846156 -5078 GBM_5_AutoML_20190416_015849 heat_type_individual 3.7780275061546025e+19 0.1054969057725508 0.025593435357004063 -5079 GBM_5_AutoML_20190416_015849 heat_fuel_gas 3.3768698091512267e+19 0.09429505621170041 0.022875878756504188 -5080 GBM_5_AutoML_20190416_015849 room_count 3.266148768331858e+19 0.09120330338795014 0.022125822861925753 -5081 GBM_5_AutoML_20190416_015849 floor 2.749247241491107e+19 0.07676944561905574 0.01862418456215576 -5082 GBM_5_AutoML_20190416_015849 total_household_count_of_area_type 2.0945566766760722e+19 0.05848799353487829 0.014189124038605302 -5083 GBM_5_AutoML_20190416_015849 heat_type_district 1.8176799675439383e+19 0.05075654212370072 0.012313482279647894 -5084 GBM_5_AutoML_20190416_015849 front_door_structure_stairway 1.2777031001222152e+19 0.035678333029419036 0.00865552504452397 -5085 GBM_5_AutoML_20190416_015849 bathroom_count 1.2704203749044781e+19 0.03547497162593233 0.008606189787758546 -5086 GBM_5_AutoML_20190416_015849 front_door_structure_corridor 8.993240954626376e+18 0.025112551246238568 0.006092277799651701 -5087 GBM_5_AutoML_20190416_015849 heat_type_central 7.630070561678295e+17 0.0021306060735978905 0.0005168827314559577 -5088 GBM_5_AutoML_20190416_015849 front_door_structure_mixed 0.0 0.0 0.0 -5089 GBM_5_AutoML_20190416_023844 supply_area 4.572923043853401e+20 1.0 0.3075112818865719 -5090 GBM_5_AutoML_20190416_023844 city 3.2206004436200745e+20 0.70427610802438 0.21657284878066288 -5091 GBM_5_AutoML_20190416_023844 exclusive_use_area 2.5660106820310742e+20 0.5611313939516485 0.17255423426087038 -5092 GBM_5_AutoML_20190416_023844 heat_fuel_cogeneration 8.55930571648737e+19 0.18717362252557873 0.05755800059819404 -5093 GBM_5_AutoML_20190416_023844 apartment_building_count_in_sites 6.942850780428763e+19 0.15182522674989798 0.046687970100580574 -5094 GBM_5_AutoML_20190416_023844 total_parking_capacity_in_site 6.630105693024158e+19 0.14498616376096415 0.04458488107395051 -5095 GBM_5_AutoML_20190416_023844 total_household_count_in_sites 3.9718327033222136e+19 0.08685544596384297 0.026709029527171226 -5096 GBM_5_AutoML_20190416_023844 heat_fuel_gas 3.1819859910767673e+19 0.06958319570572628 0.021397617709232094 -5097 GBM_5_AutoML_20190416_023844 room_count 3.113512365140738e+19 0.06808582465269562 0.02093715921725479 -5098 GBM_5_AutoML_20190416_023844 floor 2.88562186770742e+19 0.06310234919842066 0.019404684292060426 -5099 GBM_5_AutoML_20190416_023844 heat_type_district 2.4510667249126736e+19 0.05359956206145266 0.016482470038076173 -5100 GBM_5_AutoML_20190416_023844 heat_type_individual 2.251724167285257e+19 0.049240368702724295 0.015141968900342181 -5101 GBM_5_AutoML_20190416_023844 total_household_count_of_area_type 1.9878385178887848e+19 0.04346975662668753 0.013367440583569985 -5102 GBM_5_AutoML_20190416_023844 bathroom_count 1.375357984561745e+19 0.030076123551005387 0.00924874730734858 -5103 GBM_5_AutoML_20190416_023844 front_door_structure_stairway 1.0585165566366974e+19 0.023147482397707968 0.007118111984566035 -5104 GBM_5_AutoML_20190416_023844 front_door_structure_corridor 6.735647814174376e+18 0.0147294143146099 0.004529461077324112 -5105 GBM_5_AutoML_20190416_023844 heat_type_central 2.8863032350631526e+17 0.0006311724923826822 0.00019409266222414112 -5106 GBM_5_AutoML_20190416_023844 front_door_structure_mixed 0.0 0.0 0.0 -5107 GBM_grid_1_AutoML_20190416_023844_model_9 supply_area 3.17221770987328e+20 1.0 0.2424973144120497 -5108 GBM_grid_1_AutoML_20190416_023844_model_9 city 3.061765169793414e+20 0.9651812863486352 0.23405386986031157 -5109 GBM_grid_1_AutoML_20190416_023844_model_9 exclusive_use_area 2.3692515809047452e+20 0.746875466185891 0.1811152947503262 -5110 GBM_grid_1_AutoML_20190416_023844_model_9 heat_fuel_gas 7.614814672916159e+19 0.24004703867630658 0.05821076221156977 -5111 GBM_grid_1_AutoML_20190416_023844_model_9 room_count 6.63152054458678e+19 0.20904998178235656 0.05069405916010938 -5112 GBM_grid_1_AutoML_20190416_023844_model_9 apartment_building_count_in_sites 6.335031076891866e+19 0.19970354043401803 0.04842757223382755 -5113 GBM_grid_1_AutoML_20190416_023844_model_9 total_parking_capacity_in_site 5.8345245878352085e+19 0.183925730244671 0.04460149563560782 -5114 GBM_grid_1_AutoML_20190416_023844_model_9 total_household_count_in_sites 5.8260711026362155e+19 0.18365924521835383 0.044536873732394885 -5115 GBM_grid_1_AutoML_20190416_023844_model_9 floor 2.752389645723291e+19 0.08676547127130313 0.02104039376698686 -5116 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_individual 1.869990882502823e+19 0.058949008344623466 0.014294976210824697 -5117 GBM_grid_1_AutoML_20190416_023844_model_9 bathroom_count 1.848084652635665e+19 0.058258443198385974 0.014127516017435542 -5118 GBM_grid_1_AutoML_20190416_023844_model_9 heat_fuel_cogeneration 1.8088599051682447e+19 0.05702193451408803 0.013827665982246114 -5119 GBM_grid_1_AutoML_20190416_023844_model_9 total_household_count_of_area_type 1.7223114075832058e+19 0.05429360671629334 0.01316605381844516 -5120 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_stairway 1.1503910885466833e+19 0.03626456926226031 0.00879406065440789 -5121 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_district 1.123518474608024e+19 0.03541744537618463 0.00858863538706024 -5122 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_corridor 1.964601878952018e+18 0.006193149583767054 0.001501822141815614 -5123 GBM_grid_1_AutoML_20190416_023844_model_9 heat_type_central 6.82373202713772e+17 0.0021510919650626083 0.0005216340245810211 -5124 GBM_grid_1_AutoML_20190416_023844_model_9 front_door_structure_mixed 0.0 0.0 0.0 -5125 GBM_grid_1_AutoML_20190416_030706_model_69 supply_area 4.9583893025535295e+20 1.0 0.33546585398530643 -5126 GBM_grid_1_AutoML_20190416_030706_model_69 city 3.608536293397118e+20 0.7277638106267195 0.24413990823149326 -5127 GBM_grid_1_AutoML_20190416_030706_model_69 exclusive_use_area 2.663797024080821e+20 0.5372303103971662 0.1802224248641766 -5128 GBM_grid_1_AutoML_20190416_030706_model_69 apartment_building_count_in_sites 8.733051423517835e+19 0.17612678010216717 0.05908452069665578 -5129 GBM_grid_1_AutoML_20190416_030706_model_69 heat_fuel_cogeneration 6.5166000290562834e+19 0.13142574395480178 0.044088849431451804 -5130 GBM_grid_1_AutoML_20190416_030706_model_69 total_parking_capacity_in_site 4.018456394386427e+19 0.08104358389763698 0.02718735508225062 -5131 GBM_grid_1_AutoML_20190416_030706_model_69 heat_type_district 3.3643644037015536e+19 0.06785196156277874 0.022762016230235757 -5132 GBM_grid_1_AutoML_20190416_030706_model_69 bathroom_count 3.343741963610987e+19 0.067436051499405 0.022622492605645004 -5133 GBM_grid_1_AutoML_20190416_030706_model_69 heat_type_individual 2.587194840622039e+19 0.05217813049269155 0.017503981105087527 -5134 GBM_grid_1_AutoML_20190416_030706_model_69 total_household_count_in_sites 1.8905084291841e+19 0.03812747071333233 0.012790464523147789 -5135 GBM_grid_1_AutoML_20190416_030706_model_69 floor 1.8358644605022372e+19 0.03702541991926253 0.012420764112379981 -5136 GBM_grid_1_AutoML_20190416_030706_model_69 front_door_structure_mixed 1.1868537528539677e+19 0.023936276085517284 0.008029803298256123 -5137 GBM_grid_1_AutoML_20190416_030706_model_69 front_door_structure_corridor 6.32323254746769e+18 0.012752593960726878 0.004278059823563104 -5138 GBM_grid_1_AutoML_20190416_030706_model_69 total_household_count_of_area_type 5.330888119027761e+18 0.010751249637220696 0.0036066771409594568 -5139 GBM_grid_1_AutoML_20190416_030706_model_69 front_door_structure_stairway 4.486061042517934e+18 0.009047415942527243 0.003035099115520178 -5140 GBM_grid_1_AutoML_20190416_030706_model_69 heat_type_central 3.712314643964756e+18 0.007486936618818826 0.0025116115865659204 -5141 GBM_grid_1_AutoML_20190416_030706_model_69 room_count 3.696898597590139e+17 0.0007455845783803758 0.0002501181673046474 -5142 GBM_grid_1_AutoML_20190416_030706_model_69 heat_fuel_gas 0.0 0.0 0.0 -5143 GBM_grid_1_AutoML_20190416_023844_model_38 exclusive_use_area 6.824619767328429e+20 1.0 0.2428949248649172 -5144 GBM_grid_1_AutoML_20190416_023844_model_38 city 6.283524938473815e+20 0.9207142892494902 0.22363682810931057 -5145 GBM_grid_1_AutoML_20190416_023844_model_38 supply_area 6.110518455100936e+20 0.8953639416446149 0.21747935733252483 -5146 GBM_grid_1_AutoML_20190416_023844_model_38 apartment_building_count_in_sites 1.472650074144574e+20 0.21578492639173932 0.052413063482903206 -5147 GBM_grid_1_AutoML_20190416_023844_model_38 total_parking_capacity_in_site 1.4346481375388683e+20 0.21021656684918535 0.05106053721019372 -5148 GBM_grid_1_AutoML_20190416_023844_model_38 heat_fuel_cogeneration 1.0226391403786456e+20 0.14984558484479038 0.036396732072214937 -5149 GBM_grid_1_AutoML_20190416_023844_model_38 heat_fuel_gas 9.183483514217667e+19 0.13456403180411386 0.03268492039458056 -5150 GBM_grid_1_AutoML_20190416_023844_model_38 total_household_count_in_sites 8.029276020810973e+19 0.11765162447950006 0.02857698248818362 -5151 GBM_grid_1_AutoML_20190416_023844_model_38 room_count 7.09683650428949e+19 0.10398874583847509 0.02525833860723338 -5152 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_individual 5.432535660041234e+19 0.0796020268564773 0.019334928332399175 -5153 GBM_grid_1_AutoML_20190416_023844_model_38 floor 5.154295006734844e+19 0.07552501358991534 0.018344642501344335 -5154 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_district 4.156388368872322e+19 0.060902856284686245 0.014792994701327717 -5155 GBM_grid_1_AutoML_20190416_023844_model_38 total_household_count_of_area_type 3.502174992103742e+19 0.05131677824557699 0.01246458499626904 -5156 GBM_grid_1_AutoML_20190416_023844_model_38 bathroom_count 3.499764862615657e+19 0.051281463025531715 0.012456007108549556 -5157 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_corridor 2.0123481713881907e+19 0.029486597641995023 0.007162144918774426 -5158 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_stairway 1.2969290504943436e+19 0.01900368217879544 0.004615897954975285 -5159 GBM_grid_1_AutoML_20190416_023844_model_38 heat_type_central 1.2000649897930916e+18 0.001758434946864256 0.0004271149242984381 -5160 GBM_grid_1_AutoML_20190416_023844_model_38 front_door_structure_mixed 0.0 0.0 0.0 -5161 GBM_grid_1_AutoML_20190416_023844_model_11 supply_area 4.090721224375958e+20 1.0 0.25132919858321306 -5162 GBM_grid_1_AutoML_20190416_023844_model_11 city 3.9035892711405755e+20 0.9542545328876744 0.23983202699505754 -5163 GBM_grid_1_AutoML_20190416_023844_model_11 exclusive_use_area 2.186507646634421e+20 0.5345041929538902 0.1343365104544683 -5164 GBM_grid_1_AutoML_20190416_023844_model_11 total_parking_capacity_in_site 8.977601281330564e+19 0.21946255412943966 0.055157347848377086 -5165 GBM_grid_1_AutoML_20190416_023844_model_11 apartment_building_count_in_sites 8.35713983290215e+19 0.20429502218589915 0.05134530420052177 -5166 GBM_grid_1_AutoML_20190416_023844_model_11 room_count 6.6523703636819706e+19 0.1626209658101743 0.040871397009899196 -5167 GBM_grid_1_AutoML_20190416_023844_model_11 heat_fuel_cogeneration 6.125341894944752e+19 0.14973745603696512 0.037633394823659544 -5168 GBM_grid_1_AutoML_20190416_023844_model_11 bathroom_count 5.865472761524545e+19 0.1433848077100225 0.036036788810768064 -5169 GBM_grid_1_AutoML_20190416_023844_model_11 total_household_count_in_sites 4.697870137858982e+19 0.11484209947784071 0.02886317282537934 -5170 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_district 4.489588330795421e+19 0.1097505325966159 0.027583513401588274 -5171 GBM_grid_1_AutoML_20190416_023844_model_11 floor 3.930770781875942e+19 0.09608992073214628 0.024150202769534796 -5172 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_corridor 3.8356964512268026e+19 0.09376577480690927 0.023566077036754535 -5173 GBM_grid_1_AutoML_20190416_023844_model_11 heat_fuel_gas 2.886738531716589e+19 0.07056796035170944 0.01773578892084709 -5174 GBM_grid_1_AutoML_20190416_023844_model_11 total_household_count_of_area_type 2.453269926312411e+19 0.05997157449140668 0.015072607754698705 -5175 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_individual 1.97975270937812e+19 0.04839617761242414 0.012163372533821397 -5176 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_stairway 4.3995905003073044e+18 0.010755048459647759 0.0027030577100868912 -5177 GBM_grid_1_AutoML_20190416_023844_model_11 heat_type_central 2.6371560992323666e+18 0.006446677626228774 0.001620238321324408 -5178 GBM_grid_1_AutoML_20190416_023844_model_11 front_door_structure_mixed 0.0 0.0 0.0 -5179 GBM_grid_1_AutoML_20190416_030706_model_4 supply_area 5.823439170866483e+21 1.0 0.28584164314788885 -5180 GBM_grid_1_AutoML_20190416_030706_model_4 city 4.376465824639594e+21 0.7515259791042704 0.21481742073549062 -5181 GBM_grid_1_AutoML_20190416_030706_model_4 exclusive_use_area 3.450627072243836e+21 0.5925411034611029 0.16937292264598486 -5182 GBM_grid_1_AutoML_20190416_030706_model_4 bathroom_count 1.0878242237930201e+21 0.1868009936868904 0.05339550297711916 -5183 GBM_grid_1_AutoML_20190416_030706_model_4 apartment_building_count_in_sites 1.0107328720090872e+21 0.1735628796580523 0.04961149871093696 -5184 GBM_grid_1_AutoML_20190416_030706_model_4 total_parking_capacity_in_site 6.830900177746285e+20 0.11730010355255244 0.0335292543408791 -5185 GBM_grid_1_AutoML_20190416_030706_model_4 room_count 6.21643889621204e+20 0.10674858470766994 0.030513190856551974 -5186 GBM_grid_1_AutoML_20190416_030706_model_4 total_household_count_in_sites 6.11013987125726e+20 0.10492321962982089 0.02999142550335483 -5187 GBM_grid_1_AutoML_20190416_030706_model_4 heat_fuel_gas 6.081074765162118e+20 0.1044241141142941 0.029848760362692475 -5188 GBM_grid_1_AutoML_20190416_030706_model_4 heat_fuel_cogeneration 4.49081573761574e+20 0.07711621270266555 0.022043024952272016 -5189 GBM_grid_1_AutoML_20190416_030706_model_4 heat_type_district 4.360579025110324e+20 0.07487979005474017 0.021403762227815874 -5190 GBM_grid_1_AutoML_20190416_030706_model_4 heat_type_individual 3.577064928094821e+20 0.06142529909113108 0.01755790842305943 -5191 GBM_grid_1_AutoML_20190416_030706_model_4 floor 3.2923019718124634e+20 0.056535354370716204 0.016160158589273697 -5192 GBM_grid_1_AutoML_20190416_030706_model_4 total_household_count_of_area_type 2.212679189968978e+20 0.03799609002595194 0.010860864806213212 -5193 GBM_grid_1_AutoML_20190416_030706_model_4 front_door_structure_stairway 1.5019992060834034e+20 0.025792305234295383 0.007372514908742886 -5194 GBM_grid_1_AutoML_20190416_030706_model_4 front_door_structure_corridor 1.2855332501891894e+20 0.022075155461749454 0.006309998709931556 -5195 GBM_grid_1_AutoML_20190416_030706_model_4 heat_type_central 2.698748871450611e+19 0.0046342870463074795 0.0013246722241355062 -5196 GBM_grid_1_AutoML_20190416_030706_model_4 front_door_structure_mixed 9.264780469390541e+17 0.00015909465519517075 4.547587765703441e-05 -5197 DeepLearning_grid_1_AutoML_20190416_023844_model_3 city 1.0 1.0 0.10943873663727716 -5198 DeepLearning_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 0.5884228944778442 0.5884228944778442 0.06439625818010512 -5199 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 0.5470691919326782 0.5470691919326782 0.0598705612182884 -5200 DeepLearning_grid_1_AutoML_20190416_023844_model_3 supply_area 0.5331135392189026 0.5331135392189026 0.05834327221634421 -5201 DeepLearning_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 0.4988623857498169 0.4988623857498169 0.054594869252317976 -5202 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 0.49872782826423645 0.49872782826423645 0.05458014345109096 -5203 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 0.49595704674720764 0.49595704674720764 0.05427691262236941 -5204 DeepLearning_grid_1_AutoML_20190416_023844_model_3 floor 0.47773030400276184 0.47773030400276184 0.052282200923404604 -5205 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 0.47536876797676086 0.47536876797676086 0.05202375740419564 -5206 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 0.47154438495635986 0.47154438495635986 0.0516052217580259 -5207 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 0.47082388401031494 0.47082388401031494 0.051526371044744786 -5208 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_district 0.46484076976776123 0.46484076976776123 0.050871586580883206 -5209 DeepLearning_grid_1_AutoML_20190416_023844_model_3 bathroom_count 0.4558321237564087 0.4558321237564087 0.049885691742588334 -5210 DeepLearning_grid_1_AutoML_20190416_023844_model_3 room_count 0.44632330536842346 0.44632330536842346 0.04884505867129392 -5211 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 0.43936020135879517 0.43936020135879517 0.04808302536540624 -5212 DeepLearning_grid_1_AutoML_20190416_023844_model_3 heat_type_central 0.43482139706611633 0.43482139706611633 0.04758630435777162 -5213 DeepLearning_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 0.4233592748641968 0.4233592748641968 0.04633190418481146 -5214 DeepLearning_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 0.41537508368492126 0.41537508368492126 0.045458124389081055 -5215 DeepLearning_1_AutoML_20190416_021340 city 1.0 1.0 0.07917597694267801 -5216 DeepLearning_1_AutoML_20190416_021340 heat_type_central 0.9536337852478027 0.9536337852478027 0.07550488659253878 -5217 DeepLearning_1_AutoML_20190416_021340 front_door_structure_stairway 0.9485752582550049 0.9485752582550049 0.0751043727759931 -5218 DeepLearning_1_AutoML_20190416_021340 front_door_structure_corridor 0.8994131684303284 0.8994131684303284 0.07121191628558066 -5219 DeepLearning_1_AutoML_20190416_021340 total_household_count_of_area_type 0.8682571649551392 0.8682571649551392 0.06874510927280307 -5220 DeepLearning_1_AutoML_20190416_021340 supply_area 0.8248660564422607 0.8248660564422607 0.06530957586567017 -5221 DeepLearning_1_AutoML_20190416_021340 floor 0.816993236541748 0.816993236541748 0.06468623765875332 -5222 DeepLearning_1_AutoML_20190416_021340 front_door_structure_mixed 0.753852903842926 0.753852903842926 0.05968704013283837 -5223 DeepLearning_1_AutoML_20190416_021340 exclusive_use_area 0.7090346217155457 0.7090346217155457 0.056138508860510465 -5224 DeepLearning_1_AutoML_20190416_021340 room_count 0.6656375527381897 0.6656375527381897 0.052702503527779526 -5225 DeepLearning_1_AutoML_20190416_021340 apartment_building_count_in_sites 0.6462345719337463 0.6462345719337463 0.051166253566987695 -5226 DeepLearning_1_AutoML_20190416_021340 total_parking_capacity_in_site 0.590965211391449 0.590965211391449 0.0467902479510542 -5227 DeepLearning_1_AutoML_20190416_021340 heat_type_individual 0.5707792043685913 0.5707792043685913 0.045192001124447684 -5228 DeepLearning_1_AutoML_20190416_021340 heat_fuel_gas 0.5197930335998535 0.5197930335998535 0.04115512124326666 -5229 DeepLearning_1_AutoML_20190416_021340 total_household_count_in_sites 0.49679240584373474 0.49679240584373474 0.03933402407038108 -5230 DeepLearning_1_AutoML_20190416_021340 bathroom_count 0.49193498492240906 0.49193498492240906 0.038949433023513315 -5231 DeepLearning_1_AutoML_20190416_021340 heat_fuel_cogeneration 0.4918498992919922 0.4918498992919922 0.03894269628560127 -5232 DeepLearning_1_AutoML_20190416_021340 heat_type_district 0.38148054480552673 0.38148054480552673 0.03020409481960263 -5233 GBM_grid_1_AutoML_20190416_022142_model_9 city 9.911826404735556e+19 1.0 0.23742786730368545 -5234 GBM_grid_1_AutoML_20190416_022142_model_9 supply_area 7.340296526176767e+19 0.7405594313748076 0.1758294464029506 -5235 GBM_grid_1_AutoML_20190416_022142_model_9 room_count 5.195400468841575e+19 0.5241617696572428 0.12445061109184478 -5236 GBM_grid_1_AutoML_20190416_022142_model_9 bathroom_count 4.594704721043364e+19 0.463557828136312 0.11006154650633292 -5237 GBM_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 2.3288296192063046e+19 0.23495464146685052 0.05578477943657638 -5238 GBM_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 2.308472161418032e+19 0.23290078610689924 0.05529713693871291 -5239 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_district 1.67945651252552e+19 0.16943966166751356 0.040229697506375776 -5240 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 1.6312942748405596e+19 0.1645805937502274 0.039076019373690755 -5241 GBM_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 1.5809333437535355e+19 0.1594997005797252 0.03786967374422056 -5242 GBM_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 1.4974417083960394e+19 0.15107626458032086 0.0358697152995129 -5243 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 1.310534297425281e+19 0.13221925444529067 0.03139253559942869 -5244 GBM_grid_1_AutoML_20190416_022142_model_9 floor 1.0087998294123872e+19 0.10177739078747532 0.02416478883440403 -5245 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 4.412864629311537e+18 0.04452120577094864 0.010570574935984869 -5246 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 3.307285621495562e+18 0.033367065628948527 0.007922271230463355 -5247 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 2.4951525232376545e+18 0.025173488934850087 0.005976887790394381 -5248 GBM_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 2.1149662788032922e+18 0.021337805894106745 0.005066189746377774 -5249 GBM_grid_1_AutoML_20190416_022142_model_9 heat_type_central 7.022231671663493e+17 0.007084700018866849 0.0016821052159659363 -5250 GBM_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 5.544598682290094e+17 0.005593922306428875 0.0013281530430779209 -5251 DeepLearning_grid_1_AutoML_20190416_015849_model_3 city 1.0 1.0 0.10588649944601221 -5252 DeepLearning_grid_1_AutoML_20190416_015849_model_3 supply_area 0.6622630953788757 0.6622630953788757 0.07012472088194965 -5253 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 0.6041501760482788 0.6041501760482788 0.06397134728144425 -5254 DeepLearning_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 0.6031635403633118 0.6031635403633118 0.06386687588253458 -5255 DeepLearning_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 0.5966374278068542 0.5966374278068542 0.06317584866894062 -5256 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 0.571448028087616 0.571448028087616 0.06050863130952412 -5257 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 0.5541250109672546 0.5541250109672546 0.05867435766680572 -5258 DeepLearning_grid_1_AutoML_20190416_015849_model_3 room_count 0.5160220861434937 0.5160220861434937 0.054639772338563104 -5259 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 0.49915698170661926 0.49915698170661926 0.05285398546695107 -5260 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_district 0.4731612205505371 0.4731612205505371 0.05010138531769891 -5261 DeepLearning_grid_1_AutoML_20190416_015849_model_3 bathroom_count 0.46317997574806213 0.46317997574806213 0.04904450624545113 -5262 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 0.462480366230011 0.462480366230011 0.04897042704260558 -5263 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 0.4621308445930481 0.4621308445930481 0.04893341741998694 -5264 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 0.4467972218990326 0.4467972218990326 0.04730979378909171 -5265 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_central 0.41894832253456116 0.41894832253456116 0.04436097132196355 -5266 DeepLearning_grid_1_AutoML_20190416_015849_model_3 floor 0.3929085433483124 0.3929085433483124 0.041603710257584546 -5267 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 0.3895597457885742 0.3895597457885742 0.04124911780663052 -5268 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 0.32794201374053955 0.32794201374053955 0.03472463185626177 -5269 GBM_grid_1_AutoML_20190416_030706_model_13 supply_area 1.2320338291313764e+20 1.0 0.34622386581663184 -5270 GBM_grid_1_AutoML_20190416_030706_model_13 city 5.9553833457649975e+19 0.4833782323951068 0.16735708027144414 -5271 GBM_grid_1_AutoML_20190416_030706_model_13 heat_fuel_cogeneration 3.5486240807214645e+19 0.2880297599639256 0.09972277696494686 -5272 GBM_grid_1_AutoML_20190416_030706_model_13 total_parking_capacity_in_site 2.4365516321097515e+19 0.1977666176445495 0.06847152289037564 -5273 GBM_grid_1_AutoML_20190416_030706_model_13 exclusive_use_area 2.0145054132018872e+19 0.1635105599837448 0.0566112581794144 -5274 GBM_grid_1_AutoML_20190416_030706_model_13 apartment_building_count_in_sites 1.4339586557873226e+19 0.11638955212766436 0.04029684067830634 -5275 GBM_grid_1_AutoML_20190416_030706_model_13 total_household_count_in_sites 1.3681159412742357e+19 0.11104532269530307 0.03844654090442319 -5276 GBM_grid_1_AutoML_20190416_030706_model_13 bathroom_count 1.3142060065550762e+19 0.10666963645646271 0.03693157389921125 -5277 GBM_grid_1_AutoML_20190416_030706_model_13 room_count 1.1057563040659538e+19 0.08975048232608578 0.03107375894984471 -5278 GBM_grid_1_AutoML_20190416_030706_model_13 heat_fuel_gas 9.676178412963627e+18 0.07853825263698842 0.027191817442461415 -5279 GBM_grid_1_AutoML_20190416_030706_model_13 total_household_count_of_area_type 9.415412737762132e+18 0.07642170624811741 0.026459018569526257 -5280 GBM_grid_1_AutoML_20190416_030706_model_13 floor 8.108827886103822e+18 0.06581660092743401 0.02278727800800672 -5281 GBM_grid_1_AutoML_20190416_030706_model_13 front_door_structure_corridor 6.034193480513749e+18 0.04897749832703904 0.016957178808815077 -5282 GBM_grid_1_AutoML_20190416_030706_model_13 front_door_structure_stairway 4.929289297959322e+18 0.04000936647522601 0.013852197529927097 -5283 GBM_grid_1_AutoML_20190416_030706_model_13 heat_type_individual 1.4380351776106742e+18 0.011672042955383257 0.004041139833990576 -5284 GBM_grid_1_AutoML_20190416_030706_model_13 heat_type_central 6.794137984481362e+17 0.00551457096699321 0.001909276078512551 -5285 GBM_grid_1_AutoML_20190416_030706_model_13 heat_type_district 3.848888556663603e+17 0.003124012073091527 0.0010816075368035786 -5286 GBM_grid_1_AutoML_20190416_030706_model_13 front_door_structure_mixed 2.082668468334756e+17 0.0016904312358071404 0.0005852676373583345 -5287 GBM_grid_1_AutoML_20190416_022142_model_33 exclusive_use_area 2.836111079010992e+20 1.0 0.18629248248108676 -5288 GBM_grid_1_AutoML_20190416_022142_model_33 city 2.7316242251406482e+20 0.9631584056620305 0.17942917041330525 -5289 GBM_grid_1_AutoML_20190416_022142_model_33 supply_area 2.094410089785857e+20 0.7384795698891382 0.13757319233621276 -5290 GBM_grid_1_AutoML_20190416_022142_model_33 apartment_building_count_in_sites 1.2795030886178148e+20 0.451147029496462 0.08404530008886398 -5291 GBM_grid_1_AutoML_20190416_022142_model_33 total_parking_capacity_in_site 1.106753539122114e+20 0.3902363159584218 0.07269809205416812 -5292 GBM_grid_1_AutoML_20190416_022142_model_33 room_count 8.140466553095402e+19 0.2870291863157258 0.053471379663282935 -5293 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_cogeneration 7.388967068087248e+19 0.26053165275402146 0.04853508835644711 -5294 GBM_grid_1_AutoML_20190416_022142_model_33 bathroom_count 7.122421260258535e+19 0.2511333675528063 0.04678425847524748 -5295 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_in_sites 6.548460797396674e+19 0.23089577999463448 0.0430141480496073 -5296 GBM_grid_1_AutoML_20190416_022142_model_33 total_household_count_of_area_type 3.971571899164105e+19 0.140035837402711 0.02608762378606885 -5297 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_individual 3.873859620217605e+19 0.13659054643122429 0.025445791978120916 -5298 GBM_grid_1_AutoML_20190416_022142_model_33 heat_fuel_gas 3.828268150669548e+19 0.13498301173748598 0.025146320349349934 -5299 GBM_grid_1_AutoML_20190416_022142_model_33 floor 3.4830527256781128e+19 0.12281087124742385 0.022878742080347708 -5300 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_district 2.9552315090572673e+19 0.10420013274260805 0.019411701403479226 -5301 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_corridor 1.9350448073741435e+19 0.06822880886770245 0.012710514180691876 -5302 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_stairway 1.741563636283238e+19 0.061406749868575514 0.01143961587411208 -5303 GBM_grid_1_AutoML_20190416_022142_model_33 front_door_structure_mixed 4.2164767343058616e+18 0.014867107164844299 0.002769630301051196 -5304 GBM_grid_1_AutoML_20190416_022142_model_33 heat_type_central 3.451194926019117e+18 0.01216875795719051 0.002266948128556498 -5305 GBM_grid_1_AutoML_20190416_021340_model_16 exclusive_use_area 1.4002208451764578e+20 1.0 0.3222670832494813 -5306 GBM_grid_1_AutoML_20190416_021340_model_16 city 7.2501937473037795e+19 0.5177893024717897 0.1668664482453671 -5307 GBM_grid_1_AutoML_20190416_021340_model_16 apartment_building_count_in_sites 5.840061288588037e+19 0.41708144173871836 0.1344116197066252 -5308 GBM_grid_1_AutoML_20190416_021340_model_16 supply_area 2.8369508859922874e+19 0.20260738838199277 0.06529369209865965 -5309 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_of_area_type 2.765691537396125e+19 0.1975182377068232 0.06365362635435563 -5310 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_in_sites 2.3945300569147572e+19 0.17101088483031368 0.05511117905817816 -5311 GBM_grid_1_AutoML_20190416_021340_model_16 bathroom_count 2.3058289354648584e+19 0.16467608973313597 0.05306968311922758 -5312 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_gas 1.7899563316053803e+19 0.12783385833538333 0.041196644666271376 -5313 GBM_grid_1_AutoML_20190416_021340_model_16 total_parking_capacity_in_site 1.6668209248991183e+19 0.11903985936511774 0.03836262826802494 -5314 GBM_grid_1_AutoML_20190416_021340_model_16 floor 1.2103352530302403e+19 0.08643888263766793 0.02785640658698547 -5315 GBM_grid_1_AutoML_20190416_021340_model_16 room_count 5.340218024945254e+18 0.03813839826297025 0.012290750368014504 -5316 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_individual 3.374144724557365e+18 0.0240972324914371 0.007765744829400064 -5317 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_district 1.4072911832306156e+18 0.010050494449347145 0.0032389435314062057 -5318 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_cogeneration 1.23718175356774e+18 0.008835618737070212 0.0028474290791000827 -5319 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_central 9.237517391385068e+17 0.006597186024766645 0.0021260558978557866 -5320 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_corridor 6.286921588277248e+17 0.004489950003197503 0.0014469630914664587 -5321 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_stairway 5.7345441263517696e+17 0.00409545690317808 0.001319830950761153 -5322 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_mixed 3.802971576698143e+17 0.0027159798326091104 0.0008752708988193523 -5323 GBM_grid_1_AutoML_20190416_030706_model_30 supply_area 7.360243004110763e+21 1.0 0.28773347312491293 -5324 GBM_grid_1_AutoML_20190416_030706_model_30 city 5.963251169498386e+21 0.8101975934989993 0.23312096749491346 -5325 GBM_grid_1_AutoML_20190416_030706_model_30 exclusive_use_area 4.696357913546604e+21 0.6380710407147759 0.1835943966452902 -5326 GBM_grid_1_AutoML_20190416_030706_model_30 apartment_building_count_in_sites 1.2775510244699543e+21 0.1735745713499446 0.04994321426068756 -5327 GBM_grid_1_AutoML_20190416_030706_model_30 total_parking_capacity_in_site 1.0375524411087761e+21 0.14096714477080358 0.04056096616140572 -5328 GBM_grid_1_AutoML_20190416_030706_model_30 total_household_count_in_sites 8.327207783878739e+20 0.11313767465595792 0.03255349607003521 -5329 GBM_grid_1_AutoML_20190416_030706_model_30 heat_fuel_gas 7.952459036760589e+20 0.10804614782853049 0.031088493372470848 -5330 GBM_grid_1_AutoML_20190416_030706_model_30 heat_fuel_cogeneration 6.9341712356391e+20 0.09421117253555761 0.0271077078808264 -5331 GBM_grid_1_AutoML_20190416_030706_model_30 heat_type_individual 6.723389403016766e+20 0.09134738349347558 0.02628369991345107 -5332 GBM_grid_1_AutoML_20190416_030706_model_30 heat_type_district 4.859150725545816e+20 0.06601888990393301 0.018995844483909893 -5333 GBM_grid_1_AutoML_20190416_030706_model_30 room_count 4.049718412674796e+20 0.055021531359942755 0.01583153631484764 -5334 GBM_grid_1_AutoML_20190416_030706_model_30 total_household_count_of_area_type 3.92152556034402e+20 0.053279838154172525 0.015330392879633309 -5335 GBM_grid_1_AutoML_20190416_030706_model_30 floor 3.839441123948217e+20 0.05216459730750539 0.015009500757451007 -5336 GBM_grid_1_AutoML_20190416_030706_model_30 front_door_structure_stairway 2.2682951269297947e+20 0.030818209747462563 0.008867430526129448 -5337 GBM_grid_1_AutoML_20190416_030706_model_30 bathroom_count 2.2554019896997026e+20 0.030643037036141876 0.00881702747350444 -5338 GBM_grid_1_AutoML_20190416_030706_model_30 front_door_structure_corridor 1.0246420987207326e+20 0.01392130800774459 0.004005626303510013 -5339 GBM_grid_1_AutoML_20190416_030706_model_30 heat_type_central 2.9229936082285494e+19 0.003971327586053926 0.0011426838792520726 -5340 GBM_grid_1_AutoML_20190416_030706_model_30 front_door_structure_mixed 3.464170468896932e+17 4.706597957380158e-05 1.3542457768796138e-05 -5341 GBM_grid_1_AutoML_20190416_022142_model_1 supply_area 4.740829552492004e+20 1.0 0.2835997702157541 -5342 GBM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 3.5226639075022314e+20 0.7430479979290866 0.21072824147196512 -5343 GBM_grid_1_AutoML_20190416_022142_model_1 city 3.406374280092828e+20 0.7185186141742381 0.203771713875556 -5344 GBM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 8.511279048586114e+19 0.179531429138012 0.050915072050046147 -5345 GBM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 6.146869013202652e+19 0.1296580892677647 0.0367710043229518 -5346 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 6.062647302124313e+19 0.12788157083052057 0.03626718410236531 -5347 GBM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 5.571186715131694e+19 0.11751501827782894 0.03332723218049243 -5348 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 5.246874765402885e+19 0.1106741912424352 0.031387175205169045 -5349 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 5.093699601514155e+19 0.10744321315742444 0.03047087056268786 -5350 GBM_grid_1_AutoML_20190416_022142_model_1 floor 3.436244316660433e+19 0.07248192069791205 0.020555856054724368 -5351 GBM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 2.6060558630849085e+19 0.054970461060238764 0.015589610125337772 -5352 GBM_grid_1_AutoML_20190416_022142_model_1 room_count 2.558089008616204e+19 0.053958679178236886 0.015302669016093576 -5353 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 2.118918995617356e+19 0.04469511025773015 0.012675522998860066 -5354 GBM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 1.5464996082529862e+19 0.03262086500114886 0.009251269818564951 -5355 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 9.91659102842336e+18 0.02091741733935727 0.005932174750948752 -5356 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 5.031426781354131e+18 0.01061296704647265 0.003009835015687014 -5357 GBM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 7.43552297425961e+17 0.001568401245379334 0.0004447982327956817 -5358 GBM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0 0.0 0.0 -5359 DeepLearning_grid_1_AutoML_20190416_021340_model_2 city 1.0 1.0 0.09779695506860485 -5360 DeepLearning_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 0.6388648748397827 0.6388648748397827 0.06247903945961609 -5361 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 0.6313660144805908 0.6313660144805908 0.06174567375000246 -5362 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 0.6248090863227844 0.6248090863227844 0.061104426141565395 -5363 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 0.6158559322357178 0.6158559322357178 0.06022883493359024 -5364 DeepLearning_grid_1_AutoML_20190416_021340_model_2 supply_area 0.5926145315170288 0.5926145315170288 0.057955896711773175 -5365 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 0.5540794730186462 0.5540794730186462 0.0541872853272408 -5366 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_district 0.5533953309059143 0.5533953309059143 0.05412037831178141 -5367 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 0.5470019578933716 0.5470019578933716 0.05349512589853694 -5368 DeepLearning_grid_1_AutoML_20190416_021340_model_2 room_count 0.5402866005897522 0.5402866005897522 0.052838384402045246 -5369 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_central 0.5360711216926575 0.5360711216926575 0.05242612340175342 -5370 DeepLearning_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 0.5242023468017578 0.5242023468017578 0.051265393357028725 -5371 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 0.5206319689750671 0.5206319689750671 0.05091622127713391 -5372 DeepLearning_grid_1_AutoML_20190416_021340_model_2 floor 0.4796963334083557 0.4796963334083557 0.04691284076491145 -5373 DeepLearning_grid_1_AutoML_20190416_021340_model_2 bathroom_count 0.4788256883621216 0.4788256883621216 0.04682769433044419 -5374 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 0.4677640497684479 0.4677640497684479 0.04574589975791354 -5375 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 0.46310484409332275 0.46310484409332275 0.04529024362984794 -5376 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 0.4566970765590668 0.4566970765590668 0.04466358347621024 -5377 GBM_grid_1_AutoML_20190416_030706_model_37 supply_area 6.817072297302909e+21 1.0 0.29155061205875865 -5378 GBM_grid_1_AutoML_20190416_030706_model_37 city 5.949903626102767e+21 0.8727945614507818 0.2544637885925313 -5379 GBM_grid_1_AutoML_20190416_030706_model_37 exclusive_use_area 4.1930983881114837e+21 0.615087856669854 0.17932924108200593 -5380 GBM_grid_1_AutoML_20190416_030706_model_37 apartment_building_count_in_sites 1.058627317040033e+21 0.1552906102314429 0.04527507245995531 -5381 GBM_grid_1_AutoML_20190416_030706_model_37 total_parking_capacity_in_site 9.01149597026048e+20 0.13219011882602108 0.03854011005184648 -5382 GBM_grid_1_AutoML_20190416_030706_model_37 total_household_count_in_sites 6.445275237528036e+20 0.09454608894316743 0.0275649700991423 -5383 GBM_grid_1_AutoML_20190416_030706_model_37 heat_fuel_cogeneration 5.987611702832786e+20 0.0878325979497344 0.025607647690955936 -5384 GBM_grid_1_AutoML_20190416_030706_model_37 heat_fuel_gas 5.571275731593079e+20 0.08172534320630993 0.023827073832511772 -5385 GBM_grid_1_AutoML_20190416_030706_model_37 heat_type_individual 5.5510865870447863e+20 0.08142918755960686 0.023740729472450837 -5386 GBM_grid_1_AutoML_20190416_030706_model_37 heat_type_district 4.98964006184283e+20 0.07319329829928486 0.021339550917755804 -5387 GBM_grid_1_AutoML_20190416_030706_model_37 floor 3.738512993392798e+20 0.05484044807434263 0.015988766201651166 -5388 GBM_grid_1_AutoML_20190416_030706_model_37 room_count 3.6136587861295314e+20 0.05300895499610927 0.01545479327371085 -5389 GBM_grid_1_AutoML_20190416_030706_model_37 total_household_count_of_area_type 3.4898294996252125e+20 0.051192496535586406 0.0149252036977661 -5390 GBM_grid_1_AutoML_20190416_030706_model_37 bathroom_count 1.7435473091913738e+20 0.025576189207809734 0.0074567536176675464 -5391 GBM_grid_1_AutoML_20190416_030706_model_37 front_door_structure_stairway 1.6839296776710337e+20 0.02470165496612468 0.0072017826242379256 -5392 GBM_grid_1_AutoML_20190416_030706_model_37 front_door_structure_corridor 1.5090680982797707e+20 0.022136601057859032 0.006453939587319365 -5393 GBM_grid_1_AutoML_20190416_030706_model_37 heat_type_central 2.9928293091690676e+19 0.0043901974024144405 0.0012799647397327026 -5394 GBM_grid_1_AutoML_20190416_030706_model_37 front_door_structure_mixed 0.0 0.0 0.0 -5395 GBM_grid_1_AutoML_20190416_022142_model_29 supply_area 1.3104308553713399e+20 1.0 0.35416761280155173 -5396 GBM_grid_1_AutoML_20190416_022142_model_29 exclusive_use_area 4.9797378601230795e+19 0.38000767760554294 0.13458641202381683 -5397 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_in_sites 4.649200915362454e+19 0.35478414571099204 0.12565305394629994 -5398 GBM_grid_1_AutoML_20190416_022142_model_29 city 3.4976826074949747e+19 0.26691088607676505 0.0945311913525548 -5399 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_gas 3.4539053321327477e+19 0.26357020807129933 0.09334803139822036 -5400 GBM_grid_1_AutoML_20190416_022142_model_29 apartment_building_count_in_sites 1.8687572304564584e+19 0.14260632087504566 0.05050654023472702 -5401 GBM_grid_1_AutoML_20190416_022142_model_29 total_parking_capacity_in_site 1.649005428043101e+19 0.1258368895454479 0.044567350772683825 -5402 GBM_grid_1_AutoML_20190416_022142_model_29 floor 1.1355618652717056e+19 0.08665561106235695 0.0306906109058147 -5403 GBM_grid_1_AutoML_20190416_022142_model_29 total_household_count_of_area_type 7.248772298671391e+18 0.05531594642295941 0.01959111669447807 -5404 GBM_grid_1_AutoML_20190416_022142_model_29 room_count 3.664808869697159e+18 0.02796644214134178 0.009904808051751734 -5405 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_stairway 3.4811654139690353e+18 0.02656504461643319 0.009408478435768856 -5406 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_individual 3.083256828801319e+18 0.023528573187691075 0.008333058598511144 -5407 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_central 2.484291272500576e+18 0.01895782034067411 0.006714245973977251 -5408 GBM_grid_1_AutoML_20190416_022142_model_29 bathroom_count 1.9547585011043533e+18 0.01491691448726174 0.005283087994318374 -5409 GBM_grid_1_AutoML_20190416_022142_model_29 heat_fuel_cogeneration 1.543549810970198e+18 0.011778948920832597 0.004171722220602695 -5410 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_mixed 1.4927850842378732e+18 0.011391559334237892 0.004034521375494269 -5411 GBM_grid_1_AutoML_20190416_022142_model_29 front_door_structure_corridor 8.435676546596864e+17 0.0064373305253152225 0.0022798939849654515 -5412 GBM_grid_1_AutoML_20190416_022142_model_29 heat_type_district 8.244641211634156e+17 0.0062915499721638134 0.0022282632344629272 -5413 GBM_grid_1_AutoML_20190416_015849_model_5 supply_area 4.3020933803931976e+21 1.0 0.3216625664438349 -5414 GBM_grid_1_AutoML_20190416_015849_model_5 city 3.263800026776975e+21 0.7586539245409578 0.24403056841053195 -5415 GBM_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 2.6559255411727354e+21 0.6173565532717452 0.19858049333630964 -5416 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 8.746523167746928e+20 0.20330853829461795 0.0653967462077915 -5417 GBM_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 7.308864391449349e+20 0.16989088207056402 0.05464753714222452 -5418 GBM_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.293945433832733e+20 0.076566107301271 0.024628450577140876 -5419 GBM_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 2.5499873671380992e+20 0.059273175676745504 0.01906596180945825 -5420 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 2.490584712131222e+20 0.05789239079472493 0.018621815000600662 -5421 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 2.1792496384380764e+20 0.05065556336759245 0.016293998517478096 -5422 GBM_grid_1_AutoML_20190416_015849_model_5 floor 1.8856012208284054e+20 0.04382985337840499 0.014098423124554737 -5423 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_district 1.7203664374843677e+20 0.039989053824934215 0.012862981682988993 -5424 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 5.385988055181663e+19 0.012519458735434051 0.004027041227327405 -5425 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 2.9869680325837193e+19 0.006943057178156184 0.0022333215908920084 -5426 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 2.0449931114215113e+19 0.004753483782433857 0.001529017793006822 -5427 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_central 1.922962274096513e+19 0.0044698292297894295 0.0014377767416197378 -5428 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.928612104849064e+18 0.0016105210864148678 0.0005180443459681196 -5429 GBM_grid_1_AutoML_20190416_015849_model_5 room_count 4.885136759278535e+18 0.0011355255052209138 0.0003652560482717914 -5430 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.0 0.0 0.0 -5431 DeepLearning_1_AutoML_20190416_020809 city 1.0 1.0 0.07558075189856184 -5432 DeepLearning_1_AutoML_20190416_020809 front_door_structure_mixed 0.917976975440979 0.917976975440979 0.06938139002939683 -5433 DeepLearning_1_AutoML_20190416_020809 supply_area 0.8936480283737183 0.8936480283737183 0.06754258991715295 -5434 DeepLearning_1_AutoML_20190416_020809 heat_type_individual 0.8894039392471313 0.8894039392471313 0.067221818469841 -5435 DeepLearning_1_AutoML_20190416_020809 total_household_count_in_sites 0.867792546749115 0.867792546749115 0.06558841317526598 -5436 DeepLearning_1_AutoML_20190416_020809 heat_fuel_cogeneration 0.8673058152198792 0.8673058152198792 0.0655516256403136 -5437 DeepLearning_1_AutoML_20190416_020809 apartment_building_count_in_sites 0.8541399240493774 0.8541399240493774 0.06455653768623244 -5438 DeepLearning_1_AutoML_20190416_020809 heat_type_district 0.8024343252182007 0.8024343252182007 0.060648589649206705 -5439 DeepLearning_1_AutoML_20190416_020809 front_door_structure_corridor 0.8009785413742065 0.8009785413742065 0.06053856041167585 -5440 DeepLearning_1_AutoML_20190416_020809 total_parking_capacity_in_site 0.7319377064704895 0.7319377064704895 0.05532040219794845 -5441 DeepLearning_1_AutoML_20190416_020809 room_count 0.6987099051475525 0.6987099051475525 0.05280901999002484 -5442 DeepLearning_1_AutoML_20190416_020809 exclusive_use_area 0.6873521208763123 0.6873521208763123 0.05195059011490284 -5443 DeepLearning_1_AutoML_20190416_020809 bathroom_count 0.6764413118362427 0.6764413118362427 0.05112594296383276 -5444 DeepLearning_1_AutoML_20190416_020809 heat_fuel_gas 0.6638084053993225 0.6638084053993225 0.05017113839666615 -5445 DeepLearning_1_AutoML_20190416_020809 total_household_count_of_area_type 0.6400241851806641 0.6400241851806641 0.048373509149218966 -5446 DeepLearning_1_AutoML_20190416_020809 front_door_structure_stairway 0.5167799592018127 0.5167799592018127 0.039058617882581116 -5447 DeepLearning_1_AutoML_20190416_020809 heat_type_central 0.4085588753223419 0.4085588753223419 0.030879186991693383 -5448 DeepLearning_1_AutoML_20190416_020809 floor 0.31358930468559265 0.31358930468559265 0.02370131543548429 -5449 GBM_grid_1_AutoML_20190416_023844_model_20 supply_area 1.6735337512499465e+20 1.0 0.30631722518800714 -5450 GBM_grid_1_AutoML_20190416_023844_model_20 exclusive_use_area 9.416132258171349e+19 0.5626496777336297 0.1723492880362919 -5451 GBM_grid_1_AutoML_20190416_023844_model_20 city 8.829923675580714e+19 0.5276214877044295 0.16161955006318907 -5452 GBM_grid_1_AutoML_20190416_023844_model_20 total_parking_capacity_in_site 3.8078101975184966e+19 0.22753112655627525 0.06969670333061952 -5453 GBM_grid_1_AutoML_20190416_023844_model_20 total_household_count_of_area_type 3.3656365386548904e+19 0.20110957046077668 0.06160332558229712 -5454 GBM_grid_1_AutoML_20190416_023844_model_20 floor 2.9030126232216273e+19 0.1734660338372856 0.05313563414940628 -5455 GBM_grid_1_AutoML_20190416_023844_model_20 total_household_count_in_sites 2.6864231262009164e+19 0.16052398848809904 0.0491712627297861 -5456 GBM_grid_1_AutoML_20190416_023844_model_20 heat_fuel_cogeneration 2.32057954365845e+19 0.1386634444584838 0.04247500154153411 -5457 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_individual 8.400264987917943e+18 0.05019477486871038 0.01537552415672008 -5458 GBM_grid_1_AutoML_20190416_023844_model_20 bathroom_count 6.851244419404792e+18 0.04093878844264517 0.012540256078309922 -5459 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_district 6.777080161088045e+18 0.040495628821506036 0.012404508652847217 -5460 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_stairway 5.649286895222391e+18 0.03375663556831759 0.01034023893896983 -5461 GBM_grid_1_AutoML_20190416_023844_model_20 apartment_building_count_in_sites 5.430829327946088e+18 0.03245126860387401 0.00994038255256938 -5462 GBM_grid_1_AutoML_20190416_023844_model_20 heat_fuel_gas 3.235145564085551e+18 0.019331223894763112 0.005921486862931936 -5463 GBM_grid_1_AutoML_20190416_023844_model_20 room_count 3.0853700901499044e+18 0.018436258532852835 0.0056473435566322 -5464 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_corridor 2.584371569639817e+18 0.015442602025262857 0.004730335002061218 -5465 GBM_grid_1_AutoML_20190416_023844_model_20 heat_type_central 2.006259900627288e+18 0.011988165157283692 0.0036721814860746892 -5466 GBM_grid_1_AutoML_20190416_023844_model_20 front_door_structure_mixed 1.6716651807165645e+18 0.0099888345811252 0.003059752091752281 -5467 GBM_grid_1_AutoML_20190416_023844_model_45 supply_area 5.36379876704105e+20 1.0 0.36985073451057054 -5468 GBM_grid_1_AutoML_20190416_023844_model_45 exclusive_use_area 2.6815964460768402e+20 0.4999435218476975 0.18490447876917238 -5469 GBM_grid_1_AutoML_20190416_023844_model_45 city 2.466288143985279e+20 0.45980251144764916 0.17005829658871807 -5470 GBM_grid_1_AutoML_20190416_023844_model_45 heat_fuel_cogeneration 8.911698313580275e+19 0.16614527689480102 0.06144895269500428 -5471 GBM_grid_1_AutoML_20190416_023844_model_45 apartment_building_count_in_sites 8.844497042499908e+19 0.16489240977582373 0.060985578870806384 -5472 GBM_grid_1_AutoML_20190416_023844_model_45 total_parking_capacity_in_site 5.220240635536291e+19 0.0973235735019203 0.03599519514487872 -5473 GBM_grid_1_AutoML_20190416_023844_model_45 total_household_count_in_sites 3.712097270515945e+19 0.06920649770318901 0.025596074008428567 -5474 GBM_grid_1_AutoML_20190416_023844_model_45 floor 3.3605902200880497e+19 0.06265317484947194 0.023172322737496403 -5475 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_district 2.845272649698273e+19 0.05304585002669429 0.01961904659511045 -5476 GBM_grid_1_AutoML_20190416_023844_model_45 total_household_count_of_area_type 2.3975392003376546e+19 0.04469852998717664 0.01653178414730004 -5477 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_individual 2.3722291023732277e+19 0.04422666109231895 0.016357263089944236 -5478 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_stairway 7.152086193927094e+18 0.013333994253987564 0.004931587568797027 -5479 GBM_grid_1_AutoML_20190416_023844_model_45 bathroom_count 6.36095184361436e+18 0.011859042667112194 0.00438607564102364 -5480 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_corridor 5.721125686446391e+18 0.010666182560018861 0.003944895454246813 -5481 GBM_grid_1_AutoML_20190416_023844_model_45 room_count 2.8854753028074373e+18 0.005379536832249982 0.0019896256487343237 -5482 GBM_grid_1_AutoML_20190416_023844_model_45 heat_type_central 3.307877639787643e+17 0.0006167042768482606 0.00022808852976813945 -5483 GBM_grid_1_AutoML_20190416_023844_model_45 heat_fuel_gas 0.0 0.0 0.0 -5484 GBM_grid_1_AutoML_20190416_023844_model_45 front_door_structure_mixed 0.0 0.0 0.0 -5485 GBM_grid_1_AutoML_20190416_030706_model_53 supply_area 1.1844739698868093e+20 1.0 0.28790598191043854 -5486 GBM_grid_1_AutoML_20190416_030706_model_53 city 7.008901082737174e+19 0.5917311195455784 0.17036292899973285 -5487 GBM_grid_1_AutoML_20190416_030706_model_53 exclusive_use_area 6.560688686111497e+19 0.5538904908765914 0.15946838564667984 -5488 GBM_grid_1_AutoML_20190416_030706_model_53 total_parking_capacity_in_site 5.207377229100614e+19 0.4396362741173823 0.12657391318321168 -5489 GBM_grid_1_AutoML_20190416_030706_model_53 heat_type_district 2.59974686536473e+19 0.21948535227103108 0.0631911458605497 -5490 GBM_grid_1_AutoML_20190416_030706_model_53 total_household_count_of_area_type 2.1096595683952034e+19 0.1781094073850189 0.05127876382067018 -5491 GBM_grid_1_AutoML_20190416_030706_model_53 apartment_building_count_in_sites 1.9527363892697104e+19 0.16486106397562436 0.04746448650270176 -5492 GBM_grid_1_AutoML_20190416_030706_model_53 total_household_count_in_sites 1.2571466307293151e+19 0.10613543756047679 0.030557027366343113 -5493 GBM_grid_1_AutoML_20190416_030706_model_53 room_count 7.283015488806846e+18 0.061487340996635206 0.017702573284698223 -5494 GBM_grid_1_AutoML_20190416_030706_model_53 floor 5.204252966810288e+18 0.04393725062027 0.01264979728227386 -5495 GBM_grid_1_AutoML_20190416_030706_model_53 bathroom_count 3.100552971339956e+18 0.02617662397119838 0.007536406627528193 -5496 GBM_grid_1_AutoML_20190416_030706_model_53 heat_fuel_cogeneration 2.7635218711010345e+18 0.023331216568356686 0.006717196815277824 -5497 GBM_grid_1_AutoML_20190416_030706_model_53 heat_type_central 2.099816520401027e+18 0.017727840153394757 0.005103951226514417 -5498 GBM_grid_1_AutoML_20190416_030706_model_53 front_door_structure_corridor 1.4825809291373445e+18 0.01251678776257973 0.003603658071150078 -5499 GBM_grid_1_AutoML_20190416_030706_model_53 heat_type_individual 1.4468943551125258e+18 0.0122155014959999 0.003516915952734282 -5500 GBM_grid_1_AutoML_20190416_030706_model_53 front_door_structure_mixed 1.2456003017847603e+18 0.010516063108620213 0.003027637475119441 -5501 GBM_grid_1_AutoML_20190416_030706_model_53 heat_fuel_gas 7.25057893371478e+17 0.006121349323031269 0.0017623730874641158 -5502 GBM_grid_1_AutoML_20190416_030706_model_53 front_door_structure_stairway 6.487346752541164e+17 0.005476985495224608 0.0015768568869118703 -5503 DeepLearning_grid_1_AutoML_20190416_021340_model_6 city 1.0 1.0 0.09140162674495823 -5504 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.6922146677970886 0.6922146677970886 0.06326954669337476 -5505 DeepLearning_grid_1_AutoML_20190416_021340_model_6 supply_area 0.6662620902061462 0.6662620902061462 0.06089743888333787 -5506 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_district 0.6578097939491272 0.6578097939491272 0.06012488525571601 -5507 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 0.6386852860450745 0.6386852860450745 0.058376874122588775 -5508 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 0.6231026649475098 0.6231026649475098 0.05695259720532106 -5509 DeepLearning_grid_1_AutoML_20190416_021340_model_6 bathroom_count 0.596828043460846 0.596828043460846 0.05455105405933195 -5510 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 0.5961317420005798 0.5961317420005798 0.05448741097315874 -5511 DeepLearning_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 0.5918883085250854 0.5918883085250854 0.05409955425051454 -5512 DeepLearning_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 0.5912916660308838 0.5912916660308838 0.05404502015595934 -5513 DeepLearning_grid_1_AutoML_20190416_021340_model_6 floor 0.5746373534202576 0.5746373534202576 0.05252278889102903 -5514 DeepLearning_grid_1_AutoML_20190416_021340_model_6 room_count 0.5734550952911377 0.5734550952911377 0.052414728574795025 -5515 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 0.5524595379829407 0.5524595379829407 0.05049570048240882 -5516 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 0.5348172783851624 0.5348172783851624 0.04888316925571503 -5517 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 0.531967043876648 0.531967043876648 0.04862265318503219 -5518 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_central 0.5157274603843689 0.5157274603843689 0.04713832883617732 -5519 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 0.5024674534797668 0.5024674534797668 0.045926342634447316 -5520 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 0.5009788274765015 0.5009788274765015 0.04579027979613401 -5521 DeepLearning_grid_1_AutoML_20190416_023844_model_2 city 1.0 1.0 0.1258457069360956 -5522 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_parking_capacity_in_site 0.7098351120948792 0.7098351120948792 0.08932970148964271 -5523 DeepLearning_grid_1_AutoML_20190416_023844_model_2 apartment_building_count_in_sites 0.597440242767334 0.597440242767334 0.07518528970312771 -5524 DeepLearning_grid_1_AutoML_20190416_023844_model_2 bathroom_count 0.472875714302063 0.472875714302063 0.059509378559254276 -5525 DeepLearning_grid_1_AutoML_20190416_023844_model_2 supply_area 0.45665231347084045 0.45665231347084045 0.057467733212741436 -5526 DeepLearning_grid_1_AutoML_20190416_023844_model_2 exclusive_use_area 0.4365660846233368 0.4365660846233368 0.054939967543747144 -5527 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_individual 0.43268057703971863 0.43268057703971863 0.054450993095081154 -5528 DeepLearning_grid_1_AutoML_20190416_023844_model_2 room_count 0.40359407663345337 0.40359407663345337 0.05079058188915767 -5529 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_stairway 0.40079760551452637 0.40079760551452637 0.05043865800426993 -5530 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_household_count_in_sites 0.39620858430862427 0.39620858430862427 0.04986114938646845 -5531 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_district 0.36701536178588867 0.36701536178588867 0.04618730766035204 -5532 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_fuel_gas 0.36144208908081055 0.36144208908081055 0.045485935216833834 -5533 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_corridor 0.3591804802417755 0.3591804802417755 0.04520132145367255 -5534 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_fuel_cogeneration 0.35538250207901 0.35538250207901 0.04472336220685147 -5535 DeepLearning_grid_1_AutoML_20190416_023844_model_2 floor 0.3540731370449066 0.3540731370449066 0.044558584238497324 -5536 DeepLearning_grid_1_AutoML_20190416_023844_model_2 heat_type_central 0.32686647772789 0.32686647772789 0.04113474296337786 -5537 DeepLearning_grid_1_AutoML_20190416_023844_model_2 front_door_structure_mixed 0.2591356039047241 0.2591356039047241 0.03261110326570206 -5538 DeepLearning_grid_1_AutoML_20190416_023844_model_2 total_household_count_of_area_type 0.2564925253391266 0.2564925253391266 0.03227848317512679 -5539 DeepLearning_1_AutoML_20190416_030706 city 1.0 1.0 0.07263463933909953 -5540 DeepLearning_1_AutoML_20190416_030706 supply_area 0.9990168809890747 0.9990168809890747 0.07256323084431356 -5541 DeepLearning_1_AutoML_20190416_030706 apartment_building_count_in_sites 0.9900586605072021 0.9900586605072021 0.07191255373049261 -5542 DeepLearning_1_AutoML_20190416_030706 heat_fuel_gas 0.9155725240707397 0.9155725240707397 0.0665022800746672 -5543 DeepLearning_1_AutoML_20190416_030706 floor 0.8658112287521362 0.8658112287521362 0.06288788633615401 -5544 DeepLearning_1_AutoML_20190416_030706 heat_type_district 0.8639636039733887 0.8639636039733887 0.06275368477671571 -5545 DeepLearning_1_AutoML_20190416_030706 front_door_structure_stairway 0.8445124626159668 0.8445124626159668 0.061340858139485525 -5546 DeepLearning_1_AutoML_20190416_030706 room_count 0.8381413221359253 0.8381413221359253 0.060878092648538974 -5547 DeepLearning_1_AutoML_20190416_030706 heat_fuel_cogeneration 0.7813999056816101 0.7813999056816101 0.05675670032879014 -5548 DeepLearning_1_AutoML_20190416_030706 total_parking_capacity_in_site 0.7748625874519348 0.7748625874519348 0.05628186457693275 -5549 DeepLearning_1_AutoML_20190416_030706 bathroom_count 0.7614730596542358 0.7614730596542358 0.05530932105442604 -5550 DeepLearning_1_AutoML_20190416_030706 front_door_structure_mixed 0.7363405227661133 0.7363405227661133 0.05348382830188064 -5551 DeepLearning_1_AutoML_20190416_030706 heat_type_central 0.731916606426239 0.731916606426239 0.05316249873406753 -5552 DeepLearning_1_AutoML_20190416_030706 total_household_count_in_sites 0.6219155788421631 0.6219155788421631 0.045172613768567835 -5553 DeepLearning_1_AutoML_20190416_030706 total_household_count_of_area_type 0.5894110798835754 0.5894110798835754 0.04281166120981268 -5554 DeepLearning_1_AutoML_20190416_030706 exclusive_use_area 0.5199618339538574 0.5199618339538574 0.03776724027933519 -5555 DeepLearning_1_AutoML_20190416_030706 front_door_structure_corridor 0.5151659846305847 0.5151659846305847 0.037418895493414615 -5556 DeepLearning_1_AutoML_20190416_030706 heat_type_individual 0.41801199316978455 0.41801199316978455 0.03036215036330544 -5557 DeepLearning_grid_1_AutoML_20190416_023844_model_1 city 1.0 1.0 0.14845638013143153 -5558 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 0.48178964853286743 0.48178964853286743 0.07152474720598416 -5559 DeepLearning_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 0.47417518496513367 0.47417518496513367 0.07039433150807574 -5560 DeepLearning_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 0.43363261222839355 0.43363261222839355 0.06437552791836404 -5561 DeepLearning_grid_1_AutoML_20190416_023844_model_1 supply_area 0.4141715168952942 0.4141715168952942 0.06148640415181941 -5562 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 0.34990984201431274 0.34990984201431274 0.05194634851780597 -5563 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 0.3422710597515106 0.3422710597515106 0.05081232255445818 -5564 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 0.3322484791278839 0.3322484791278839 0.04932440651549913 -5565 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_district 0.3287505805492401 0.3287505805492401 0.048805121154446796 -5566 DeepLearning_grid_1_AutoML_20190416_023844_model_1 room_count 0.32060471177101135 0.32060471177101135 0.0475958149626053 -5567 DeepLearning_grid_1_AutoML_20190416_023844_model_1 bathroom_count 0.3202188313007355 0.3202188313007355 0.04753852854482473 -5568 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 0.3129171133041382 0.3129171133041382 0.04645454192230937 -5569 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 0.3088076412677765 0.3088076412677765 0.04584446457953977 -5570 DeepLearning_grid_1_AutoML_20190416_023844_model_1 heat_type_central 0.3080185651779175 0.3080185651779175 0.04572732119959104 -5571 DeepLearning_grid_1_AutoML_20190416_023844_model_1 floor 0.2927524745464325 0.2927524745464325 0.04346097264568242 -5572 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 0.2687626779079437 0.2687626779079437 0.03989953427664319 -5573 DeepLearning_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 0.23014451563358307 0.23014451563358307 0.034166421698063394 -5574 DeepLearning_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 0.21680988371372223 0.21680988371372223 0.03218681051285582 -5575 GBM_grid_1_AutoML_20190416_022142_model_11 supply_area 4.326630117063019e+21 1.0 0.34668590170469554 -5576 GBM_grid_1_AutoML_20190416_022142_model_11 city 2.9373855997096257e+21 0.6789084160731463 0.23536797640122537 -5577 GBM_grid_1_AutoML_20190416_022142_model_11 exclusive_use_area 2.2088747389993846e+21 0.5105300613260654 0.1769935746581805 -5578 GBM_grid_1_AutoML_20190416_022142_model_11 apartment_building_count_in_sites 5.564288115296237e+20 0.12860558829265856 0.04458574434150317 -5579 GBM_grid_1_AutoML_20190416_022142_model_11 bathroom_count 5.5267893152114016e+20 0.12773889067649416 0.044285272496937915 -5580 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_gas 3.071106268739278e+20 0.07098148410301343 0.024608279820590724 -5581 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_district 3.009499488742896e+20 0.06955758655851517 0.024114634616441245 -5582 GBM_grid_1_AutoML_20190416_022142_model_11 total_parking_capacity_in_site 2.7561839723898156e+20 0.06370278710722686 0.0220848581893712 -5583 GBM_grid_1_AutoML_20190416_022142_model_11 heat_fuel_cogeneration 2.5754684171704127e+20 0.059525967034100874 0.020636813556061243 -5584 GBM_grid_1_AutoML_20190416_022142_model_11 room_count 1.7914432671503195e+20 0.04140504777807024 0.014354546324066284 -5585 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_individual 1.7184492410492473e+20 0.039717960503999734 0.013769656951200632 -5586 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_in_sites 1.4469186873048485e+20 0.03344216279544225 0.01159392636369312 -5587 GBM_grid_1_AutoML_20190416_022142_model_11 floor 1.1315905392233415e+20 0.02615408548007524 0.00906725270792157 -5588 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_stairway 8.499642697127035e+19 0.019644948764182133 0.006810626776253027 -5589 GBM_grid_1_AutoML_20190416_022142_model_11 total_household_count_of_area_type 3.6790782766268547e+19 0.008503334412890067 0.002947986158429361 -5590 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_corridor 2.408881762289792e+19 0.0055675703656520945 0.001930198152520438 -5591 GBM_grid_1_AutoML_20190416_022142_model_11 front_door_structure_mixed 1.3577458148934943e+18 0.0003138113908880088 0.00010879398501521401 -5592 GBM_grid_1_AutoML_20190416_022142_model_11 heat_type_central 6.733792663180411e+17 0.00015563596797018114 5.3956795893425366e-05 -5593 GBM_grid_1_AutoML_20190416_022142_model_16 city 5.6677671128280963e+20 1.0 0.23729297173351396 -5594 GBM_grid_1_AutoML_20190416_022142_model_16 supply_area 4.7932574334978517e+20 0.845704726055005 0.20067978765466948 -5595 GBM_grid_1_AutoML_20190416_022142_model_16 exclusive_use_area 4.075030401799223e+20 0.7189833881099374 0.17060970479163748 -5596 GBM_grid_1_AutoML_20190416_022142_model_16 apartment_building_count_in_sites 1.4789997098145153e+20 0.26094927338616875 0.06192142855350515 -5597 GBM_grid_1_AutoML_20190416_022142_model_16 room_count 1.3725885346737029e+20 0.2421744767118369 0.05746630125696045 -5598 GBM_grid_1_AutoML_20190416_022142_model_16 total_parking_capacity_in_site 1.0418994175037932e+20 0.18382890418091072 0.043621306963603695 -5599 GBM_grid_1_AutoML_20190416_022142_model_16 bathroom_count 1.022657084408411e+20 0.18043385764630096 0.042815686282232576 -5600 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_in_sites 8.99667472943992e+19 0.1587340225937895 0.03766646793649506 -5601 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_district 7.98331379594203e+19 0.14085465469943284 0.03342381959612639 -5602 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_cogeneration 5.841232488373944e+19 0.10306055933655489 0.02445554639348926 -5603 GBM_grid_1_AutoML_20190416_022142_model_16 floor 5.6226777242697466e+19 0.09920445939889984 0.023540520979981674 -5604 GBM_grid_1_AutoML_20190416_022142_model_16 heat_fuel_gas 5.375513667610817e+19 0.09484358761749738 0.02250571675562386 -5605 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_individual 4.462653374547467e+19 0.07873741608837376 0.018683835450228403 -5606 GBM_grid_1_AutoML_20190416_022142_model_16 total_household_count_of_area_type 3.0378142881032438e+19 0.05359807888414523 0.012718447417626127 -5607 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_corridor 1.6336604238635336e+19 0.02882370413854869 0.006839662411403804 -5608 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_stairway 1.1975788290759459e+19 0.021129640742743563 0.005013915243507153 -5609 GBM_grid_1_AutoML_20190416_022142_model_16 heat_type_central 1.7791549492764344e+18 0.003139075607481468 0.0007448805793954633 -5610 GBM_grid_1_AutoML_20190416_022142_model_16 front_door_structure_mixed 0.0 0.0 0.0 -5611 GBM_grid_1_AutoML_20190416_030706_model_63 supply_area 3.646764113671634e+20 1.0 0.26012491634469237 -5612 GBM_grid_1_AutoML_20190416_030706_model_63 city 3.445888792854633e+20 0.9449168318663869 0.24579641184193562 -5613 GBM_grid_1_AutoML_20190416_030706_model_63 exclusive_use_area 2.722145203456196e+20 0.7464549717517885 0.1941715370820137 -5614 GBM_grid_1_AutoML_20190416_030706_model_63 apartment_building_count_in_sites 8.558360136487482e+19 0.23468367763087247 0.061047072011195455 -5615 GBM_grid_1_AutoML_20190416_030706_model_63 total_parking_capacity_in_site 6.755394163399931e+19 0.1852435187149647 0.04818645480912665 -5616 GBM_grid_1_AutoML_20190416_030706_model_63 room_count 5.84411408844802e+19 0.16025478770449042 0.04168626324546701 -5617 GBM_grid_1_AutoML_20190416_030706_model_63 heat_fuel_gas 4.25847670409737e+19 0.11677412005159422 0.03037585820964601 -5618 GBM_grid_1_AutoML_20190416_030706_model_63 floor 3.6134013684672365e+19 0.09908514112335037 0.025774514045713553 -5619 GBM_grid_1_AutoML_20190416_030706_model_63 total_household_count_in_sites 3.0256677632488767e+19 0.08296856251013654 0.021582190382188646 -5620 GBM_grid_1_AutoML_20190416_030706_model_63 heat_type_individual 3.0139073868781847e+19 0.0826460745179299 0.021498303220193728 -5621 GBM_grid_1_AutoML_20190416_030706_model_63 heat_fuel_cogeneration 2.1885132438044148e+19 0.0600124706613112 0.01561073891041188 -5622 GBM_grid_1_AutoML_20190416_030706_model_63 total_household_count_of_area_type 2.0339573132135236e+19 0.05577430428220637 0.01450828623559235 -5623 GBM_grid_1_AutoML_20190416_030706_model_63 bathroom_count 8.294653047779361e+18 0.022745241505154935 0.005916604043768252 -5624 GBM_grid_1_AutoML_20190416_030706_model_63 front_door_structure_stairway 7.112251987164398e+18 0.019502912076217734 0.005073193372304028 -5625 GBM_grid_1_AutoML_20190416_030706_model_63 heat_type_district 6.095620996134339e+18 0.016715150215726858 0.004348027051554916 -5626 GBM_grid_1_AutoML_20190416_030706_model_63 front_door_structure_corridor 5.461541986244755e+18 0.014976405975285215 0.0038957363514652175 -5627 GBM_grid_1_AutoML_20190416_030706_model_63 heat_type_central 5.6622869709534e+17 0.001552688025454023 0.0004038928427306333 -5628 GBM_grid_1_AutoML_20190416_030706_model_63 front_door_structure_mixed 0.0 0.0 0.0 -5629 GBM_grid_1_AutoML_20190416_021340_model_6 supply_area 8.870111370933694e+21 1.0 0.3642780780398368 -5630 GBM_grid_1_AutoML_20190416_021340_model_6 city 5.739973958972425e+21 0.6471140799631492 0.23572947332149324 -5631 GBM_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 3.838601765567666e+21 0.4327568848962043 0.1576438462884962 -5632 GBM_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 9.956891604038095e+20 0.11225215995219237 0.04089100108320498 -5633 GBM_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 7.90052197774538e+20 0.08906902796772605 0.03244589432095972 -5634 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_district 6.907707662016205e+20 0.07787622244126434 0.02836860063590658 -5635 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 6.792183294699734e+20 0.07657382202614632 0.027894164715849105 -5636 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 6.226802101167084e+20 0.07019981870319665 0.025572255035945464 -5637 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 4.4170140542533684e+20 0.049796601976468985 0.018139810460902864 -5638 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 4.260140661014381e+20 0.048028040267615556 0.017495562200706888 -5639 GBM_grid_1_AutoML_20190416_021340_model_6 floor 2.9783198018852146e+20 0.03357702826195414 0.012231375321553937 -5640 GBM_grid_1_AutoML_20190416_021340_model_6 room_count 2.8485895684160173e+20 0.03211447353130772 0.011698598695245987 -5641 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 1.9459037161514546e+20 0.021937759682792157 0.007991444933747347 -5642 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.8535948771484972e+20 0.020897086853075016 0.007612350635469709 -5643 GBM_grid_1_AutoML_20190416_021340_model_6 bathroom_count 1.835242884588823e+20 0.020690189872955785 0.007536982601199629 -5644 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 9.66976496163881e+19 0.010901514713023204 0.003971182827383096 -5645 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_central 1.2159793760691028e+19 0.0013708727266421067 0.0004993788820984172 -5646 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.0 0.0 0.0 -5647 DeepLearning_grid_1_AutoML_20190416_022142_model_5 city 1.0 1.0 0.07562582846674598 -5648 DeepLearning_grid_1_AutoML_20190416_022142_model_5 room_count 0.7684967517852783 0.7684967517852783 0.05811820352776492 -5649 DeepLearning_grid_1_AutoML_20190416_022142_model_5 bathroom_count 0.7611314654350281 0.7611314654350281 0.05756119764563243 -5650 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_district 0.7591797709465027 0.7591797709465027 0.05741359913302372 -5651 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 0.7557488679885864 0.7557488679885864 0.05715413425444229 -5652 DeepLearning_grid_1_AutoML_20190416_022142_model_5 supply_area 0.7386886477470398 0.7386886477470398 0.05586394096485018 -5653 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 0.737084150314331 0.737084150314331 0.05574259951722881 -5654 DeepLearning_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 0.7325300574302673 0.7325300574302673 0.05539819246995698 -5655 DeepLearning_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 0.7313550114631653 0.7313550114631653 0.05530932864520838 -5656 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 0.7272319793701172 0.7272319793701172 0.054997520927376635 -5657 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_type_central 0.7266594767570496 0.7266594767570496 0.05495422494296402 -5658 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 0.7248222827911377 0.7248222827911377 0.05481528562723783 -5659 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 0.7131882905960083 0.7131882905960083 0.053935455329105514 -5660 DeepLearning_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 0.6978984475135803 0.6978984475135803 0.05277914827887035 -5661 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 0.6951311230659485 0.6951311230659485 0.05256986707488191 -5662 DeepLearning_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 0.6714439988136292 0.6714439988136292 0.050778508679305515 -5663 DeepLearning_grid_1_AutoML_20190416_022142_model_5 floor 0.6642676591873169 0.6642676591873169 0.05023579204970691 -5664 DeepLearning_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 0.6181376576423645 0.6181376576423645 0.046747172465697616 -5665 GBM_grid_1_AutoML_20190416_030706_model_67 supply_area 6.036623251677553e+21 1.0 0.420803804567067 -5666 GBM_grid_1_AutoML_20190416_030706_model_67 city 2.922650384678823e+21 0.48415318677815955 0.20373350298951934 -5667 GBM_grid_1_AutoML_20190416_030706_model_67 exclusive_use_area 1.990790178843782e+21 0.32978539422524833 0.13877494858063455 -5668 GBM_grid_1_AutoML_20190416_030706_model_67 apartment_building_count_in_sites 5.81196463233464e+20 0.0962784058243078 0.04051431946852079 -5669 GBM_grid_1_AutoML_20190416_030706_model_67 heat_fuel_cogeneration 5.70971708782589e+20 0.09458461874756194 0.0398015674224996 -5670 GBM_grid_1_AutoML_20190416_030706_model_67 heat_type_district 4.37115685473511e+20 0.0724106287984824 0.030470668089495022 -5671 GBM_grid_1_AutoML_20190416_030706_model_67 total_parking_capacity_in_site 4.280533523077068e+20 0.0709094032311446 0.02983894665924592 -5672 GBM_grid_1_AutoML_20190416_030706_model_67 heat_type_individual 3.4606373779468295e+20 0.057327370512730486 0.024123575617582882 -5673 GBM_grid_1_AutoML_20190416_030706_model_67 bathroom_count 2.953900088436961e+20 0.048932987289145205 0.020591187220104234 -5674 GBM_grid_1_AutoML_20190416_030706_model_67 floor 2.515663956634281e+20 0.041673363596696024 0.0175363099505964 -5675 GBM_grid_1_AutoML_20190416_030706_model_67 total_household_count_in_sites 1.8405402436505174e+20 0.030489566217985178 0.012830125464127684 -5676 GBM_grid_1_AutoML_20190416_030706_model_67 front_door_structure_stairway 9.697162152575081e+19 0.01606388497059226 0.00675974391175295 -5677 GBM_grid_1_AutoML_20190416_030706_model_67 total_household_count_of_area_type 8.64445453577025e+19 0.014320016630767858 0.0060259174796907875 -5678 GBM_grid_1_AutoML_20190416_030706_model_67 room_count 6.187510921207113e+19 0.010249953762623217 0.004313219539948374 -5679 GBM_grid_1_AutoML_20190416_030706_model_67 front_door_structure_corridor 4.440637193517531e+19 0.007356160900522484 0.003095500493947363 -5680 GBM_grid_1_AutoML_20190416_030706_model_67 heat_type_central 1.1285034404260348e+19 0.0018694283101275673 0.0007866625452670632 -5681 GBM_grid_1_AutoML_20190416_030706_model_67 heat_fuel_gas 0.0 0.0 0.0 -5682 GBM_grid_1_AutoML_20190416_030706_model_67 front_door_structure_mixed 0.0 0.0 0.0 -5683 DeepLearning_grid_1_AutoML_20190416_020809_model_1 city 1.0 1.0 0.117216195630159 -5684 DeepLearning_grid_1_AutoML_20190416_020809_model_1 supply_area 0.700688898563385 0.700688898563385 0.08213208700988638 -5685 DeepLearning_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.6795383095741272 0.6795383095741272 0.07965289543322844 -5686 DeepLearning_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.6287859082221985 0.6287859082221985 0.07370389202766042 -5687 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.5363758206367493 0.5363758206367493 0.06287193312304427 -5688 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.4726800322532654 0.4726800322532654 0.05540575513106862 -5689 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.4637191891670227 0.4637191891670227 0.054355399194860446 -5690 DeepLearning_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.4558580815792084 0.4558580815792084 0.05343395006997747 -5691 DeepLearning_grid_1_AutoML_20190416_020809_model_1 room_count 0.4473789930343628 0.4473789930343628 0.05244006356833941 -5692 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.43798118829727173 0.43798118829727173 0.051338488649782514 -5693 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.42868953943252563 0.42868953943252563 0.05024935691872569 -5694 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.4058772921562195 0.4058772921562195 0.04757539207922262 -5695 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.37632983922958374 0.37632983922958374 0.04411195205660117 -5696 DeepLearning_grid_1_AutoML_20190416_020809_model_1 floor 0.35347601771354675 0.35347601771354675 0.041433114042880644 -5697 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.3185288608074188 0.3185288608074188 0.03733674126225409 -5698 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.297958642244339 0.297958642244339 0.034925578499009 -5699 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.2943436801433563 0.2943436801433563 0.034501846394184604 -5700 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.23303399980068207 0.23303399980068207 0.027315358909115184 -5701 GBM_grid_1_AutoML_20190416_030706_model_33 supply_area 7.139404492783024e+20 1.0 0.29418270757050824 -5702 GBM_grid_1_AutoML_20190416_030706_model_33 city 6.155315901331879e+20 0.8621609698055452 0.2536328484590105 -5703 GBM_grid_1_AutoML_20190416_030706_model_33 exclusive_use_area 4.504592530350843e+20 0.6309479361905295 0.18561397220455422 -5704 GBM_grid_1_AutoML_20190416_030706_model_33 apartment_building_count_in_sites 1.211624606335668e+20 0.16970947752861704 0.04992559359974488 -5705 GBM_grid_1_AutoML_20190416_030706_model_33 total_parking_capacity_in_site 9.098983846599826e+19 0.1274473782203778 0.03749281479763336 -5706 GBM_grid_1_AutoML_20190416_030706_model_33 heat_type_individual 7.0698100686741045e+19 0.09902520687573775 0.02913150347643424 -5707 GBM_grid_1_AutoML_20190416_030706_model_33 heat_fuel_gas 5.59218518819896e+19 0.07832845433890048 0.023042876777230666 -5708 GBM_grid_1_AutoML_20190416_030706_model_33 room_count 5.528982181201838e+19 0.07744318432708071 0.022782445648222547 -5709 GBM_grid_1_AutoML_20190416_030706_model_33 total_household_count_in_sites 5.455577025712908e+19 0.07641501516306803 0.022479976059712796 -5710 GBM_grid_1_AutoML_20190416_030706_model_33 heat_type_district 4.879180924693198e+19 0.06834156727813072 0.020104907301492544 -5711 GBM_grid_1_AutoML_20190416_030706_model_33 heat_fuel_cogeneration 4.542110242035676e+19 0.06362029559506172 0.018715990814591334 -5712 GBM_grid_1_AutoML_20190416_030706_model_33 floor 4.382772535375587e+19 0.06138848891116871 0.01805943188154973 -5713 GBM_grid_1_AutoML_20190416_030706_model_33 total_household_count_of_area_type 2.621701033938859e+19 0.03672156461493456 0.010802849304646815 -5714 GBM_grid_1_AutoML_20190416_030706_model_33 front_door_structure_stairway 1.5653234672228368e+19 0.0219251265116743 0.006449993081030278 -5715 GBM_grid_1_AutoML_20190416_030706_model_33 bathroom_count 1.144758730282238e+19 0.0160343727749203 0.004717035197120897 -5716 GBM_grid_1_AutoML_20190416_030706_model_33 front_door_structure_corridor 6.466944214776152e+18 0.009058100323792218 0.002664736478698492 -5717 GBM_grid_1_AutoML_20190416_030706_model_33 heat_type_central 4.861422973526999e+17 0.0006809283573218527 0.00020031734781848112 -5718 GBM_grid_1_AutoML_20190416_030706_model_33 front_door_structure_mixed 0.0 0.0 0.0 -5719 GBM_grid_1_AutoML_20190416_023844_model_3 exclusive_use_area 6.58804321599661e+19 1.0 0.2197803299317967 -5720 GBM_grid_1_AutoML_20190416_023844_model_3 city 5.6378910069563064e+19 0.8557762634687622 0.18808278953296473 -5721 GBM_grid_1_AutoML_20190416_023844_model_3 bathroom_count 4.472336113746313e+19 0.6788565234191103 0.14919931069340453 -5722 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_district 3.369003463161466e+19 0.5113815062689776 0.11239159616881507 -5723 GBM_grid_1_AutoML_20190416_023844_model_3 supply_area 2.25338882788971e+19 0.342042204947623 0.0751741486539878 -5724 GBM_grid_1_AutoML_20190416_023844_model_3 apartment_building_count_in_sites 2.1526669657156616e+19 0.32675361941899705 0.0718140182823159 -5725 GBM_grid_1_AutoML_20190416_023844_model_3 total_parking_capacity_in_site 1.8102679397587747e+19 0.274780823441354 0.060391420034871565 -5726 GBM_grid_1_AutoML_20190416_023844_model_3 total_household_count_of_area_type 1.0317828110166262e+19 0.1566144570077084 0.034420777033243345 -5727 GBM_grid_1_AutoML_20190416_023844_model_3 total_household_count_in_sites 1.0015736190923178e+19 0.1520289995457785 0.03341298367937217 -5728 GBM_grid_1_AutoML_20190416_023844_model_3 floor 6.502622817341669e+18 0.09870340257563082 0.02169306638346309 -5729 GBM_grid_1_AutoML_20190416_023844_model_3 heat_fuel_cogeneration 2.879310615988404e+18 0.04370509605943492 0.009605520431643476 -5730 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_corridor 1.8368310686620058e+18 0.027881284448801814 0.006127757895079935 -5731 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_individual 1.2934467872180142e+18 0.01963324685055739 0.004315001470447911 -5732 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_stairway 1.168687401837527e+18 0.017739522397178645 0.00389879808528442 -5733 GBM_grid_1_AutoML_20190416_023844_model_3 room_count 1.156904622917419e+18 0.01756067143136382 0.003859490161009017 -5734 GBM_grid_1_AutoML_20190416_023844_model_3 heat_fuel_gas 7.434414529099858e+17 0.01128470819840427 0.0024801568910293417 -5735 GBM_grid_1_AutoML_20190416_023844_model_3 heat_type_central 6.06150040154538e+17 0.009200759926448695 0.0020221460522581477 -5736 GBM_grid_1_AutoML_20190416_023844_model_3 front_door_structure_mixed 3.988816529582981e+17 0.006054630181990345 0.0013306886190128523 -5737 DeepLearning_1_AutoML_20190416_023643 city 1.0 1.0 0.09345859479645265 -5738 DeepLearning_1_AutoML_20190416_023643 supply_area 0.8685116767883301 0.8685116767883301 0.0811698808769482 -5739 DeepLearning_1_AutoML_20190416_023643 heat_type_district 0.7772834897041321 0.7772834897041321 0.07264382270623115 -5740 DeepLearning_1_AutoML_20190416_023643 exclusive_use_area 0.7709730863571167 0.7709730863571167 0.07205406127682026 -5741 DeepLearning_1_AutoML_20190416_023643 total_household_count_in_sites 0.7088215351104736 0.7088215351104736 0.06624546463288929 -5742 DeepLearning_1_AutoML_20190416_023643 front_door_structure_stairway 0.6657958030700684 0.6657958030700684 0.0622243401763043 -5743 DeepLearning_1_AutoML_20190416_023643 heat_type_individual 0.6376777291297913 0.6376777291297913 0.05959646449746325 -5744 DeepLearning_1_AutoML_20190416_023643 front_door_structure_corridor 0.626188337802887 0.626188337802887 0.058522682128984226 -5745 DeepLearning_1_AutoML_20190416_023643 front_door_structure_mixed 0.6219073534011841 0.6219073534011841 0.05812258734245554 -5746 DeepLearning_1_AutoML_20190416_023643 room_count 0.5615919828414917 0.5615919828414917 0.05248559756531936 -5747 DeepLearning_1_AutoML_20190416_023643 heat_fuel_gas 0.5610179901123047 0.5610179901123047 0.05243195301142616 -5748 DeepLearning_1_AutoML_20190416_023643 heat_type_central 0.4958316385746002 0.4958316385746002 0.04633972819680472 -5749 DeepLearning_1_AutoML_20190416_023643 apartment_building_count_in_sites 0.47458893060684204 0.47458893060684204 0.04435441456046663 -5750 DeepLearning_1_AutoML_20190416_023643 floor 0.4503808319568634 0.4503808319568634 0.042091959677945726 -5751 DeepLearning_1_AutoML_20190416_023643 bathroom_count 0.40448182821273804 0.40448182821273804 0.037802303285462656 -5752 DeepLearning_1_AutoML_20190416_023643 total_parking_capacity_in_site 0.37633174657821655 0.37633174657821655 0.03517143621249485 -5753 DeepLearning_1_AutoML_20190416_023643 total_household_count_of_area_type 0.37325751781463623 0.37325751781463623 0.03488412311216779 -5754 DeepLearning_1_AutoML_20190416_023643 heat_fuel_cogeneration 0.3252840042114258 0.3252840042114258 0.03040058594336324 -5755 GBM_grid_1_AutoML_20190416_030706_model_6 city 6.807119764338885e+20 1.0 0.2944117063661677 -5756 GBM_grid_1_AutoML_20190416_030706_model_6 exclusive_use_area 5.078839130118716e+20 0.746106915398451 0.21966261009405588 -5757 GBM_grid_1_AutoML_20190416_030706_model_6 supply_area 4.2960364611068494e+20 0.6311092811401542 0.18580596036399824 -5758 GBM_grid_1_AutoML_20190416_030706_model_6 apartment_building_count_in_sites 1.4533540848817563e+20 0.21350499700263575 0.06285837048524952 -5759 GBM_grid_1_AutoML_20190416_030706_model_6 total_parking_capacity_in_site 8.81032773954584e+19 0.12942812884975746 0.03810515626643732 -5760 GBM_grid_1_AutoML_20190416_030706_model_6 heat_fuel_gas 6.465458224811213e+19 0.09498082079710764 0.027963465522935653 -5761 GBM_grid_1_AutoML_20190416_030706_model_6 heat_fuel_cogeneration 5.701689069646381e+19 0.0837606692263058 0.024660121553288845 -5762 GBM_grid_1_AutoML_20190416_030706_model_6 heat_type_individual 5.623648373134747e+19 0.08261421229278051 0.02432259121121434 -5763 GBM_grid_1_AutoML_20190416_030706_model_6 room_count 5.350377512385905e+19 0.07859972642784167 0.023140679577534837 -5764 GBM_grid_1_AutoML_20190416_030706_model_6 total_household_count_in_sites 4.819319113630561e+19 0.07079821246686437 0.02084382254004403 -5765 GBM_grid_1_AutoML_20190416_030706_model_6 floor 4.644289177018853e+19 0.06822693500045847 0.02008680835361859 -5766 GBM_grid_1_AutoML_20190416_030706_model_6 bathroom_count 4.611897564464572e+19 0.06775108598243511 0.019946712832249667 -5767 GBM_grid_1_AutoML_20190416_030706_model_6 total_household_count_of_area_type 4.208476192921931e+19 0.061824623902891805 0.018201893018696937 -5768 GBM_grid_1_AutoML_20190416_030706_model_6 heat_type_district 3.062027733170127e+19 0.044982721608799466 0.013243439825840935 -5769 GBM_grid_1_AutoML_20190416_030706_model_6 front_door_structure_corridor 9.301825490031477e+18 0.013664847706605438 0.00402309113053552 -5770 GBM_grid_1_AutoML_20190416_030706_model_6 front_door_structure_stairway 5.211091929135055e+18 0.007655355142177613 0.0022538261702475275 -5771 GBM_grid_1_AutoML_20190416_030706_model_6 heat_type_central 1.0861009531714929e+18 0.001595536718571274 0.0004697446878844447 -5772 GBM_grid_1_AutoML_20190416_030706_model_6 front_door_structure_mixed 0.0 0.0 0.0 -5773 DeepLearning_1_AutoML_20190416_015849 city 1.0 1.0 0.10113582441701437 -5774 DeepLearning_1_AutoML_20190416_015849 exclusive_use_area 0.7808131575584412 0.7808131575584412 0.07896818240532508 -5775 DeepLearning_1_AutoML_20190416_015849 heat_type_individual 0.757499098777771 0.757499098777771 0.07661029585003527 -5776 DeepLearning_1_AutoML_20190416_015849 supply_area 0.6812328100204468 0.6812328100204468 0.06889704186133722 -5777 DeepLearning_1_AutoML_20190416_015849 bathroom_count 0.6282981038093567 0.6282981038093567 0.06354344670840616 -5778 DeepLearning_1_AutoML_20190416_015849 apartment_building_count_in_sites 0.568518877029419 0.568518877029419 0.0574976253250055 -5779 DeepLearning_1_AutoML_20190416_015849 total_household_count_in_sites 0.5374017953872681 0.5374017953872681 0.054350573619675026 -5780 DeepLearning_1_AutoML_20190416_015849 front_door_structure_corridor 0.5108906030654907 0.5108906030654907 0.05166934232793405 -5781 DeepLearning_1_AutoML_20190416_015849 floor 0.5063374042510986 0.5063374042510986 0.05120885081210593 -5782 DeepLearning_1_AutoML_20190416_015849 total_parking_capacity_in_site 0.5059372782707214 0.5059372782707214 0.05116838374120982 -5783 DeepLearning_1_AutoML_20190416_015849 heat_fuel_cogeneration 0.4903944432735443 0.4903944432735443 0.04959644630999269 -5784 DeepLearning_1_AutoML_20190416_015849 heat_type_district 0.48135486245155334 0.48135486245155334 0.0486822208511764 -5785 DeepLearning_1_AutoML_20190416_015849 total_household_count_of_area_type 0.4433438181877136 0.4433438181877136 0.044837942552601345 -5786 DeepLearning_1_AutoML_20190416_015849 heat_type_central 0.4407172203063965 0.4407172203063965 0.044572299410462354 -5787 DeepLearning_1_AutoML_20190416_015849 room_count 0.4216771721839905 0.4216771721839905 0.0426466684466632 -5788 DeepLearning_1_AutoML_20190416_015849 front_door_structure_mixed 0.4205125868320465 0.4205125868320465 0.042528887146990366 -5789 DeepLearning_1_AutoML_20190416_015849 heat_fuel_gas 0.3948497474193573 0.3948497474193573 0.03993345472610659 -5790 DeepLearning_1_AutoML_20190416_015849 front_door_structure_stairway 0.3179141879081726 0.3179141879081726 0.03215251348795865 -5791 GBM_grid_1_AutoML_20190416_020809_model_11 supply_area 6.623709262139338e+20 1.0 0.24497434277084765 -5792 GBM_grid_1_AutoML_20190416_020809_model_11 city 6.435682570321736e+20 0.9716130819792546 0.2380202761854256 -5793 GBM_grid_1_AutoML_20190416_020809_model_11 exclusive_use_area 4.093460679586795e+20 0.618001261466099 0.15139445285921238 -5794 GBM_grid_1_AutoML_20190416_020809_model_11 room_count 1.8274198153767315e+20 0.2758907045969146 0.06758614403521523 -5795 GBM_grid_1_AutoML_20190416_020809_model_11 apartment_building_count_in_sites 1.4728570462133866e+20 0.22236136701109982 0.05447282974117142 -5796 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_cogeneration 1.446871364324389e+20 0.21843823559627007 0.05351176320121984 -5797 GBM_grid_1_AutoML_20190416_020809_model_11 total_parking_capacity_in_site 1.1429969608108199e+20 0.17256146300745884 0.04227313098782817 -5798 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_in_sites 8.928639588741048e+19 0.1347981808286262 0.03302209575519858 -5799 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_gas 5.75739692577928e+19 0.08692103922326665 0.021293424456678818 -5800 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_district 4.9671176656594665e+19 0.07498997116390911 0.01837061890028345 -5801 GBM_grid_1_AutoML_20190416_020809_model_11 floor 4.846136202232018e+19 0.07316348001462256 0.017923175431410206 -5802 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_of_area_type 4.774080367412694e+19 0.07207563282858753 0.017656680781976162 -5803 GBM_grid_1_AutoML_20190416_020809_model_11 bathroom_count 3.4857293767847707e+19 0.05262503589505291 0.012891783581682852 -5804 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_individual 2.804398744740351e+19 0.042338795888432174 0.01037191869647774 -5805 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_corridor 2.262390529586312e+19 0.03415594555935568 0.00836733031512001 -5806 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_stairway 1.9659239317332558e+19 0.029680106024132735 0.0072708644666309935 -5807 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_central 1.6200527305192243e+18 0.002445839130922206 0.0005991678336208885 -5808 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_mixed 0.0 0.0 0.0 -5809 GBM_grid_1_AutoML_20190416_021340_model_5 supply_area 5.009513180361021e+21 1.0 0.18980105693063345 -5810 GBM_grid_1_AutoML_20190416_021340_model_5 city 4.915845063511156e+21 0.9813019522102315 0.1862521476975959 -5811 GBM_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.3114296238957134e+21 0.8606484240420745 0.16335198052886976 -5812 GBM_grid_1_AutoML_20190416_021340_model_5 room_count 1.979770855718025e+21 0.3952022450962687 0.07500980382063106 -5813 GBM_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.552931082772406e+21 0.3099964062097728 0.05883764554331287 -5814 GBM_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2987325794173846e+21 0.25925325129572546 0.04920654110863181 -5815 GBM_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 1.2115517570932581e+21 0.24185019850690265 0.045903423295493635 -5816 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.1655495979619938e+21 0.2326672385115865 0.0441604877826309 -5817 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 9.634628792139739e+20 0.19232664822423723 0.03650380110888637 -5818 GBM_grid_1_AutoML_20190416_021340_model_5 floor 8.952148378795922e+20 0.1787029608763454 0.033918010850964 -5819 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.433803393049349e+20 0.14839372860006364 0.028165286530169645 -5820 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 5.942269602521909e+20 0.11861970192667837 0.02251414479848025 -5821 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_district 5.5368587306595045e+20 0.11052688218020577 0.020978119057050652 -5822 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 4.8620478067436107e+20 0.09705629333014784 0.018421387055831653 -5823 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 2.8579102604260698e+20 0.05704966046661062 0.010828085854096472 -5824 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 1.8640335525816723e+20 0.03720987420273315 0.007062473451934663 -5825 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.4018173360599885e+20 0.02798310505610774 0.005311222915850202 -5826 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_central 9.96191223801331e+19 0.019885988676639002 0.003774381668936692 -5827 DeepLearning_grid_1_AutoML_20190416_030706_model_3 city 1.0 1.0 0.10324169042088797 -5828 DeepLearning_grid_1_AutoML_20190416_030706_model_3 apartment_building_count_in_sites 0.60982346534729 0.60982346534729 0.06295920542077803 -5829 DeepLearning_grid_1_AutoML_20190416_030706_model_3 total_parking_capacity_in_site 0.5730578899383545 0.5730578899383545 0.059163465266262885 -5830 DeepLearning_grid_1_AutoML_20190416_030706_model_3 exclusive_use_area 0.5626497268676758 0.5626497268676758 0.058088908916669756 -5831 DeepLearning_grid_1_AutoML_20190416_030706_model_3 supply_area 0.5535629391670227 0.5535629391670227 0.0571507735939586 -5832 DeepLearning_grid_1_AutoML_20190416_030706_model_3 total_household_count_in_sites 0.5346014499664307 0.5346014499664307 0.055193157395992065 -5833 DeepLearning_grid_1_AutoML_20190416_030706_model_3 front_door_structure_stairway 0.5169215202331543 0.5169215202331543 0.05336785156380609 -5834 DeepLearning_grid_1_AutoML_20190416_030706_model_3 room_count 0.5079754590988159 0.5079754590988159 0.052444245089688396 -5835 DeepLearning_grid_1_AutoML_20190416_030706_model_3 front_door_structure_corridor 0.5045744776725769 0.5045744776725769 0.052093122018153436 -5836 DeepLearning_grid_1_AutoML_20190416_030706_model_3 heat_type_individual 0.5009267330169678 0.5009267330169678 0.05171652269368459 -5837 DeepLearning_grid_1_AutoML_20190416_030706_model_3 floor 0.4956977963447571 0.4956977963447571 0.05117667843254178 -5838 DeepLearning_grid_1_AutoML_20190416_030706_model_3 heat_fuel_cogeneration 0.49451175332069397 0.49451175332069397 0.05105422934582561 -5839 DeepLearning_grid_1_AutoML_20190416_030706_model_3 bathroom_count 0.49264755845069885 0.49264755845069885 0.050861766716173366 -5840 DeepLearning_grid_1_AutoML_20190416_030706_model_3 heat_fuel_gas 0.48865747451782227 0.48865747451782227 0.05044982370602196 -5841 DeepLearning_grid_1_AutoML_20190416_030706_model_3 heat_type_district 0.4791611433029175 0.4791611433029175 0.049469406418598545 -5842 DeepLearning_grid_1_AutoML_20190416_030706_model_3 heat_type_central 0.47610270977020264 0.47610270977020264 0.04915364857064114 -5843 DeepLearning_grid_1_AutoML_20190416_030706_model_3 total_household_count_of_area_type 0.45517557859420776 0.45517557859420776 0.04699309617237176 -5844 DeepLearning_grid_1_AutoML_20190416_030706_model_3 front_door_structure_mixed 0.43996188044548035 0.43996188044548035 0.04542240825794401 -5845 XGBoost_grid_1_AutoML_20190416_021340_model_5 supply_area 5.06417006170744e+20 1.0 0.24043082919084116 -5846 XGBoost_grid_1_AutoML_20190416_021340_model_5 city 4.703938034669422e+20 0.9288665225202642 0.22332814821716027 -5847 XGBoost_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.433381120461651e+20 0.8754408059840882 0.21048295889025265 -5848 XGBoost_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.3337058452736836e+20 0.26336118831365035 0.06332014888293623 -5849 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.0324426499346871e+20 0.20387203378920252 0.04901712213276115 -5850 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 9.523684726381792e+19 0.18806012851730294 0.0452154526371513 -5851 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.639207118476044e+19 0.15084815528292905 0.0362685470565834 -5852 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 5.587984174171554e+19 0.11034353321632931 0.02652998718704918 -5853 XGBoost_grid_1_AutoML_20190416_021340_model_5 floor 5.390160042102096e+19 0.10643718470000876 0.02559078057416182 -5854 XGBoost_grid_1_AutoML_20190416_021340_model_5 room_count 4.513046631276347e+19 0.08911720136339032 0.021426522618967096 -5855 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 4.11925522237442e+19 0.08134117085684062 0.019556925156464074 -5856 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_district 2.888579773888463e+19 0.05703954919939135 0.013714066110681444 -5857 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 2.198051727077697e+19 0.04340398723372651 0.010435656640793548 -5858 XGBoost_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2357648679086064e+19 0.02440212024577932 0.005867022004707335 -5859 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 9.54269770135162e+18 0.018843556960119533 0.004530572024826386 -5860 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_central 4.182091157414609e+18 0.00825819651878865 0.0019855250366332734 -5861 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 3.680914790898729e+18 0.007268544985745736 0.001747582297933778 -5862 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.1629949552626237e+18 0.0022965163908229957 0.0005521533400959307 -5863 GBM_grid_1_AutoML_20190416_023844_model_6 supply_area 6.527366007110815e+20 1.0 0.28875807618139715 -5864 GBM_grid_1_AutoML_20190416_023844_model_6 city 5.976292890331809e+20 0.9155749629822083 0.2643796649105964 -5865 GBM_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 2.7474939602494554e+20 0.42091924326847563 0.12154383091393453 -5866 GBM_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 1.9093923654692923e+20 0.29252111240418094 0.08446783366027352 -5867 GBM_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 9.70690118676927e+19 0.14871084563351766 0.042941457692443286 -5868 GBM_grid_1_AutoML_20190416_023844_model_6 room_count 7.4954534498234e+19 0.11483121126742343 0.03315843965116077 -5869 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_district 5.388268002493019e+19 0.08254888720232817 0.02383665785945944 -5870 GBM_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 5.0387811947299996e+19 0.07719470900269461 0.022290595663000873 -5871 GBM_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 4.67963011956348e+19 0.07169247311190396 0.02070178061247993 -5872 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 4.627856316034764e+19 0.07089929247100969 0.020472743296550976 -5873 GBM_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 4.222402607199342e+19 0.06468769489254195 0.018679094329779603 -5874 GBM_grid_1_AutoML_20190416_023844_model_6 floor 4.116823102653779e+19 0.06307020470690587 0.01821203097553304 -5875 GBM_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 3.501708799173565e+19 0.053646582639289044 0.015490883996627444 -5876 GBM_grid_1_AutoML_20190416_023844_model_6 bathroom_count 1.9981539160782537e+19 0.030611948432208255 0.008839447337448592 -5877 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 1.8433785229664584e+19 0.028240771560202223 0.008154750865602307 -5878 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 1.6971008154210927e+19 0.025999780211072833 0.007507646514888552 -5879 GBM_grid_1_AutoML_20190416_023844_model_6 heat_type_central 1.2773286339495854e+18 0.0019568821980536755 0.0005650655388236032 -5880 GBM_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 0.0 0.0 0.0 -5881 GBM_grid_1_AutoML_20190416_030706_model_55 supply_area 1.502883917119577e+20 1.0 0.2682003189902125 -5882 GBM_grid_1_AutoML_20190416_030706_model_55 total_parking_capacity_in_site 6.257889341087102e+19 0.41639206260726735 0.11167648401626164 -5883 GBM_grid_1_AutoML_20190416_030706_model_55 room_count 6.01157190838156e+19 0.40000241135744674 0.10728077432292142 -5884 GBM_grid_1_AutoML_20190416_030706_model_55 city 5.250684353290804e+19 0.3493739132796264 0.09370219498845464 -5885 GBM_grid_1_AutoML_20190416_030706_model_55 exclusive_use_area 4.879484829707115e+19 0.3246747652379647 0.08707787560489448 -5886 GBM_grid_1_AutoML_20190416_030706_model_55 heat_type_district 4.4232697476498326e+19 0.2943187891801689 0.0789363931429344 -5887 GBM_grid_1_AutoML_20190416_030706_model_55 floor 3.569177471481807e+19 0.2374885665369606 0.06369450930174114 -5888 GBM_grid_1_AutoML_20190416_030706_model_55 total_household_count_of_area_type 2.8899915468185272e+19 0.1922963918835113 0.05157395364382464 -5889 GBM_grid_1_AutoML_20190416_030706_model_55 total_household_count_in_sites 1.8651655657731654e+19 0.12410576389345733 0.03328520546474925 -5890 GBM_grid_1_AutoML_20190416_030706_model_55 heat_type_individual 1.7505835898728612e+19 0.11648162375894104 0.0312404086486459 -5891 GBM_grid_1_AutoML_20190416_030706_model_55 apartment_building_count_in_sites 1.2454651992934973e+19 0.08287168324221289 0.022226211880817345 -5892 GBM_grid_1_AutoML_20190416_030706_model_55 bathroom_count 7.365594859366777e+18 0.04900973904547235 0.013144427645622757 -5893 GBM_grid_1_AutoML_20190416_030706_model_55 heat_fuel_gas 4.801890534916358e+18 0.03195117387455744 0.008569315025268049 -5894 GBM_grid_1_AutoML_20190416_030706_model_55 front_door_structure_corridor 4.5315896200008827e+18 0.03015262568439826 0.008086943826948087 -5895 GBM_grid_1_AutoML_20190416_030706_model_55 heat_fuel_cogeneration 3.935416273478877e+18 0.02618576344220573 0.007023030108201822 -5896 GBM_grid_1_AutoML_20190416_030706_model_55 front_door_structure_stairway 3.1342186429929226e+18 0.020854695477744926 0.005593235979574931 -5897 GBM_grid_1_AutoML_20190416_030706_model_55 front_door_structure_mixed 2.952792352462209e+18 0.019647507826961928 0.005269467866553885 -5898 GBM_grid_1_AutoML_20190416_030706_model_55 heat_type_central 1.9160063512223416e+18 0.012748864562304677 0.00341924954237313 -5899 GBM_grid_1_AutoML_20190416_022142_model_21 room_count 1.0000877170883088e+20 1.0 0.22643361457863287 -5900 GBM_grid_1_AutoML_20190416_022142_model_21 city 8.521806212715092e+19 0.8521058770250458 0.19294541373847715 -5901 GBM_grid_1_AutoML_20190416_022142_model_21 apartment_building_count_in_sites 5.708225006566533e+19 0.5707724341606418 0.12924206536883887 -5902 GBM_grid_1_AutoML_20190416_022142_model_21 supply_area 3.5920156474046677e+19 0.3591700593886495 0.08132817479579414 -5903 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_in_sites 3.4851055138871706e+19 0.3484799837392096 0.07890758232637243 -5904 GBM_grid_1_AutoML_20190416_022142_model_21 exclusive_use_area 3.0852531570882904e+19 0.30849825514013984 0.06985437500258317 -5905 GBM_grid_1_AutoML_20190416_022142_model_21 floor 2.1752076137920463e+19 0.21750168276489024 0.04924969220538923 -5906 GBM_grid_1_AutoML_20190416_022142_model_21 total_household_count_of_area_type 2.166930270355823e+19 0.21667402102134617 0.04906228176515009 -5907 GBM_grid_1_AutoML_20190416_022142_model_21 total_parking_capacity_in_site 1.8615558690991768e+19 0.18613925931607053 0.04214818530192731 -5908 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_district 1.1349360232531755e+19 0.11348364787015572 0.025696512582808133 -5909 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_individual 9.37980285467335e+18 0.093789801578426 0.021237163782015765 -5910 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_gas 6.457271261230793e+18 0.06456704897877082 0.014620150282938702 -5911 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_corridor 3.356922249297789e+18 0.03356627815679261 0.007600533690994362 -5912 GBM_grid_1_AutoML_20190416_022142_model_21 bathroom_count 2.1083844647604716e+18 0.021081995396352807 0.004773672420126264 -5913 GBM_grid_1_AutoML_20190416_022142_model_21 heat_fuel_cogeneration 1.5398260399648276e+18 0.015396909827549252 0.003486377945593252 -5914 GBM_grid_1_AutoML_20190416_022142_model_21 heat_type_central 6.78772989327573e+17 0.00678713454559543 0.0015368354077906802 -5915 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_stairway 6.366309763776512e+17 0.006365751378600684 0.001441420094165468 -5916 GBM_grid_1_AutoML_20190416_022142_model_21 front_door_structure_mixed 1.9254515340620595e+17 0.0019252826538734905 0.00043594871040211736 -5917 GBM_grid_1_AutoML_20190416_023844_model_49 exclusive_use_area 1.1313092401684913e+20 1.0 0.2769832320313448 -5918 GBM_grid_1_AutoML_20190416_023844_model_49 city 5.25728142305746e+19 0.4647077241475079 0.12871624738430734 -5919 GBM_grid_1_AutoML_20190416_023844_model_49 total_parking_capacity_in_site 4.59875488207544e+19 0.40649848147536793 0.11259326321488114 -5920 GBM_grid_1_AutoML_20190416_023844_model_49 supply_area 3.35978625718582e+19 0.29698212813018576 0.08225906970504582 -5921 GBM_grid_1_AutoML_20190416_023844_model_49 total_household_count_in_sites 3.2799348849255645e+19 0.28992381291229163 0.08030403474329746 -5922 GBM_grid_1_AutoML_20190416_023844_model_49 floor 2.3076605019344077e+19 0.20398140667451076 0.056499429295006114 -5923 GBM_grid_1_AutoML_20190416_023844_model_49 apartment_building_count_in_sites 2.285944047774204e+19 0.20206182064187395 0.055967736151524144 -5924 GBM_grid_1_AutoML_20190416_023844_model_49 heat_fuel_cogeneration 2.136871161768706e+19 0.18888479700302382 0.052317921555482004 -5925 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_individual 2.12622019263044e+19 0.187943324171362 0.05205714936769861 -5926 GBM_grid_1_AutoML_20190416_023844_model_49 total_household_count_of_area_type 2.059615076754653e+19 0.18205588742896725 0.050426428110410024 -5927 GBM_grid_1_AutoML_20190416_023844_model_49 bathroom_count 9.025285671262093e+18 0.07977735309505574 0.02209698910317434 -5928 GBM_grid_1_AutoML_20190416_023844_model_49 heat_fuel_gas 3.717728364342018e+18 0.0328621762497787 0.0091022717892474 -5929 GBM_grid_1_AutoML_20190416_023844_model_49 room_count 2.349386968208507e+18 0.02076697409329567 0.005752103603872241 -5930 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_stairway 1.8249085143262167e+18 0.016130943242843348 0.004468000795116932 -5931 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_mixed 1.2527900083187876e+18 0.011073806911823717 0.003067258829327978 -5932 GBM_grid_1_AutoML_20190416_023844_model_49 front_door_structure_corridor 1.022465137165992e+18 0.009037892566083092 0.0025033446937057593 -5933 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_district 1.0131134471743734e+18 0.008955230022018432 0.0024804485550827962 -5934 GBM_grid_1_AutoML_20190416_023844_model_49 heat_type_central 9.823262969629245e+17 0.008683092668956033 0.0024050710714751174 -5935 GBM_grid_1_AutoML_20190416_030706_model_20 city 3.946496612902906e+20 1.0 0.2876643032264795 -5936 GBM_grid_1_AutoML_20190416_030706_model_20 supply_area 3.0952216373689634e+20 0.7842960329040358 0.22561397182863152 -5937 GBM_grid_1_AutoML_20190416_030706_model_20 exclusive_use_area 2.3401410869696083e+20 0.5929667035108087 0.17057535360193926 -5938 GBM_grid_1_AutoML_20190416_030706_model_20 room_count 9.916289542335024e+19 0.25126816300599697 0.0722808810341176 -5939 GBM_grid_1_AutoML_20190416_030706_model_20 apartment_building_count_in_sites 8.248995387631311e+19 0.2090207137302884 0.06012779797512485 -5940 GBM_grid_1_AutoML_20190416_030706_model_20 total_parking_capacity_in_site 4.225406472966426e+19 0.1070672773201334 0.030799433728652428 -5941 GBM_grid_1_AutoML_20190416_030706_model_20 heat_fuel_gas 3.807117505192998e+19 0.09646828259641185 0.02775048129655194 -5942 GBM_grid_1_AutoML_20190416_030706_model_20 heat_type_individual 2.9512514968670437e+19 0.07478155402992238 0.021511983634210956 -5943 GBM_grid_1_AutoML_20190416_030706_model_20 floor 2.8348187130437042e+19 0.07183127191279938 0.020663292784667223 -5944 GBM_grid_1_AutoML_20190416_030706_model_20 heat_type_district 2.523467586480793e+19 0.06394196762339593 0.018393821563314303 -5945 GBM_grid_1_AutoML_20190416_030706_model_20 total_household_count_in_sites 2.4866174542758806e+19 0.06300822471622017 0.01812521706052892 -5946 GBM_grid_1_AutoML_20190416_030706_model_20 heat_fuel_cogeneration 2.3941669981752656e+19 0.06066562911387372 0.017451335928838515 -5947 GBM_grid_1_AutoML_20190416_030706_model_20 total_household_count_of_area_type 1.4877249942878945e+19 0.037697358954365746 0.010844184497086112 -5948 GBM_grid_1_AutoML_20190416_030706_model_20 bathroom_count 1.0758635515881193e+19 0.02726123083624672 0.00784208297360513 -5949 GBM_grid_1_AutoML_20190416_030706_model_20 front_door_structure_corridor 1.057650581278661e+19 0.026799733663034616 0.0077093267108320805 -5950 GBM_grid_1_AutoML_20190416_030706_model_20 front_door_structure_stairway 3.135140583492813e+18 0.007944110665755044 0.0022852370594184687 -5951 GBM_grid_1_AutoML_20190416_030706_model_20 heat_type_central 4.9566451472583885e+17 0.0012559608263827831 0.00036129509600115676 -5952 GBM_grid_1_AutoML_20190416_030706_model_20 front_door_structure_mixed 0.0 0.0 0.0 -5953 XGBoost_grid_1_AutoML_20190416_020809_model_5 supply_area 5.802215042828825e+20 1.0 0.24278697890305997 -5954 XGBoost_grid_1_AutoML_20190416_020809_model_5 city 4.539904621710357e+20 0.7824433579588532 0.18996705904159553 -5955 XGBoost_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 3.962916807513043e+20 0.683000677889552 0.16582367117354632 -5956 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 1.4486755309641741e+20 0.24967629091145915 0.060618152374114706 -5957 XGBoost_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 1.3447171463626044e+20 0.2317592740766461 0.05626813398583517 -5958 XGBoost_grid_1_AutoML_20190416_020809_model_5 bathroom_count 1.031102301279963e+20 0.1777083913072717 0.04314528345121531 -5959 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 9.41485330624592e+19 0.16226308809222936 0.03939536494539345 -5960 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 9.39887960131759e+19 0.161987784526084 0.03932852482428779 -5961 XGBoost_grid_1_AutoML_20190416_020809_model_5 room_count 8.892377695256995e+19 0.15325832685652385 0.03720912616923313 -5962 XGBoost_grid_1_AutoML_20190416_020809_model_5 floor 6.1380214630362644e+19 0.10578755557539142 0.025683841023688845 -5963 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 4.7878968305273274e+19 0.08251843124023589 0.02003440062463676 -5964 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.466908044742309e+19 0.0769862545901867 0.01869126016901326 -5965 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.7830228073819144e+19 0.06519963116598883 0.015829621476384222 -5966 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 3.334731245919037e+19 0.05747341698478681 0.013953797276972204 -5967 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 3.302315883913596e+19 0.0569147447920782 0.013818158943107332 -5968 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 2.0635033896751202e+19 0.03556406259408605 0.008634491314737475 -5969 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 1.1899703185628987e+19 0.02050889720183032 0.004979293192265804 -5970 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_central 9.159868643280945e+18 0.01578684791181942 0.003832841110912718 -5971 DeepLearning_grid_1_AutoML_20190416_015849_model_1 city 1.0 1.0 0.11758106587815784 -5972 DeepLearning_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.58933025598526 0.58933025598526 0.06929407965299447 -5973 DeepLearning_grid_1_AutoML_20190416_015849_model_1 supply_area 0.5573058724403381 0.5573058724403381 0.06552861850169163 -5974 DeepLearning_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.5437310934066772 0.5437310934066772 0.0639324815138533 -5975 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.5327525734901428 0.5327525734901428 0.06264161544030261 -5976 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.4413248300552368 0.4413248300552368 0.05189144391639161 -5977 DeepLearning_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.43260762095451355 0.43260762095451355 0.05086646517884579 -5978 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.4302734434604645 0.4302734434604645 0.050592010101146695 -5979 DeepLearning_grid_1_AutoML_20190416_015849_model_1 floor 0.4301404356956482 0.4301404356956482 0.05057637090638952 -5980 DeepLearning_grid_1_AutoML_20190416_015849_model_1 room_count 0.42886799573898315 0.42886799573898315 0.05042675606001889 -5981 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.4197019636631012 0.4197019636631012 0.049349004238663306 -5982 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.40755409002304077 0.40755409002304077 0.047920644307911826 -5983 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.4042295813560486 0.4042295813560486 0.04752974503532571 -5984 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.4011259377002716 0.4011259377002716 0.04716481530617347 -5985 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.38356807827949524 0.38356807827949524 0.045100343480939734 -5986 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.3733125627040863 0.3733125627040863 0.043894489028453096 -5987 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.3719974756240845 0.3719974756240845 0.04373985968786389 -5988 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.3569468557834625 0.3569468557834625 0.04197019176487661 -5989 DeepLearning_1_AutoML_20190416_023844 city 1.0 1.0 0.10332069274890494 -5990 DeepLearning_1_AutoML_20190416_023844 heat_fuel_cogeneration 0.7930517196655273 0.7930517196655273 0.08193865306155264 -5991 DeepLearning_1_AutoML_20190416_023844 heat_type_individual 0.6370053291320801 0.6370053291320801 0.06581583189067071 -5992 DeepLearning_1_AutoML_20190416_023844 exclusive_use_area 0.6188764572143555 0.6188764572143555 0.06394274428537523 -5993 DeepLearning_1_AutoML_20190416_023844 heat_type_central 0.6184930801391602 0.6184930801391602 0.063903133500382 -5994 DeepLearning_1_AutoML_20190416_023844 front_door_structure_mixed 0.5748672485351562 0.5748672485351562 0.05939568235730925 -5995 DeepLearning_1_AutoML_20190416_023844 front_door_structure_stairway 0.5698676109313965 0.5698676109313965 0.058879116336595316 -5996 DeepLearning_1_AutoML_20190416_023844 total_parking_capacity_in_site 0.5647246241569519 0.5647246241569519 0.05834773938026125 -5997 DeepLearning_1_AutoML_20190416_023844 heat_type_district 0.5646592974662781 0.5646592974662781 0.05834098978132583 -5998 DeepLearning_1_AutoML_20190416_023844 room_count 0.5013153553009033 0.5013153553009033 0.051796249795352745 -5999 DeepLearning_1_AutoML_20190416_023844 front_door_structure_corridor 0.47325196862220764 0.47325196862220764 0.04889672124282952 -6000 DeepLearning_1_AutoML_20190416_023844 supply_area 0.45889517664909363 0.45889517664909363 0.04741336755051546 -6001 DeepLearning_1_AutoML_20190416_023844 heat_fuel_gas 0.4563775360584259 0.4563775360584259 0.047153243180594905 -6002 DeepLearning_1_AutoML_20190416_023844 floor 0.4278700351715088 0.4278700351715088 0.04420782844041861 -6003 DeepLearning_1_AutoML_20190416_023844 apartment_building_count_in_sites 0.39445048570632935 0.39445048570632935 0.040754897438319976 -6004 DeepLearning_1_AutoML_20190416_023844 bathroom_count 0.372813880443573 0.372813880443573 0.03851938839383739 -6005 DeepLearning_1_AutoML_20190416_023844 total_household_count_in_sites 0.34866249561309814 0.34866249561309814 0.03602405058230733 -6006 DeepLearning_1_AutoML_20190416_023844 total_household_count_of_area_type 0.3034210205078125 0.3034210205078125 0.03134967003344688 -6007 GBM_grid_1_AutoML_20190416_023844_model_18 city 5.822819626850556e+19 1.0 0.1792107686681506 -6008 GBM_grid_1_AutoML_20190416_023844_model_18 exclusive_use_area 5.505114862395379e+19 0.9454379862652524 0.1694326682466643 -6009 GBM_grid_1_AutoML_20190416_023844_model_18 bathroom_count 4.986973966047799e+19 0.8564534513574055 0.15348568134625118 -6010 GBM_grid_1_AutoML_20190416_023844_model_18 supply_area 3.4897166457517375e+19 0.5993173186508705 0.10740411735155746 -6011 GBM_grid_1_AutoML_20190416_023844_model_18 heat_fuel_gas 2.2416636358911066e+19 0.38497906161375917 0.0689923935529451 -6012 GBM_grid_1_AutoML_20190416_023844_model_18 total_household_count_in_sites 2.16393080263525e+19 0.3716293722472176 0.06659998546008615 -6013 GBM_grid_1_AutoML_20190416_023844_model_18 room_count 1.4875445644297765e+19 0.25546808243386354 0.04578263142315115 -6014 GBM_grid_1_AutoML_20190416_023844_model_18 apartment_building_count_in_sites 1.3382978456359272e+19 0.2298367339878919 0.04118921776614736 -6015 GBM_grid_1_AutoML_20190416_023844_model_18 total_parking_capacity_in_site 1.1955242816482836e+19 0.20531707287229128 0.03679503045013802 -6016 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_individual 1.1745781453344997e+19 0.2017198231451667 0.036150364561448725 -6017 GBM_grid_1_AutoML_20190416_023844_model_18 total_household_count_of_area_type 9.645986923176526e+18 0.165658350100634 0.02968776025783223 -6018 GBM_grid_1_AutoML_20190416_023844_model_18 floor 9.582177865370173e+18 0.1645625054429683 0.02949137309439107 -6019 GBM_grid_1_AutoML_20190416_023844_model_18 heat_fuel_cogeneration 6.838035986220319e+18 0.11743513322460362 0.02104564049382789 -6020 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_district 1.966256094196007e+18 0.033768109270104846 0.006051608818765591 -6021 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_stairway 8.751467281210409e+17 0.015029603941113145 0.0026934668750647527 -6022 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_mixed 6.966435579722465e+17 0.011964024349300457 0.0021440820000026054 -6023 GBM_grid_1_AutoML_20190416_023844_model_18 front_door_structure_corridor 6.567332787488031e+17 0.01127861278272184 0.0020212488663020104 -6024 GBM_grid_1_AutoML_20190416_023844_model_18 heat_type_central 5.919816645995397e+17 0.010166580841174543 0.0018219607672737832 -6025 DeepLearning_1_AutoML_20190416_022142 front_door_structure_corridor 1.0 1.0 0.08844959273340779 -6026 DeepLearning_1_AutoML_20190416_022142 city 0.991906464099884 0.991906464099884 0.08773372277926932 -6027 DeepLearning_1_AutoML_20190416_022142 total_household_count_in_sites 0.8195791840553284 0.8195791840553284 0.07249144504247246 -6028 DeepLearning_1_AutoML_20190416_022142 total_parking_capacity_in_site 0.681094765663147 0.681094765663147 0.06024255463576116 -6029 DeepLearning_1_AutoML_20190416_022142 supply_area 0.6678781509399414 0.6678781509399414 0.05907355044617927 -6030 DeepLearning_1_AutoML_20190416_022142 heat_type_individual 0.6545435786247253 0.6545435786247253 0.05789411295562424 -6031 DeepLearning_1_AutoML_20190416_022142 exclusive_use_area 0.6408418416976929 0.6408418416976929 0.05668219990468792 -6032 DeepLearning_1_AutoML_20190416_022142 front_door_structure_stairway 0.6393377184867859 0.6393377184867859 0.05654916081926233 -6033 DeepLearning_1_AutoML_20190416_022142 heat_type_district 0.6225718855857849 0.6225718855857849 0.055066229727332425 -6034 DeepLearning_1_AutoML_20190416_022142 heat_fuel_gas 0.5659670233726501 0.5659670233726501 0.050059552717849995 -6035 DeepLearning_1_AutoML_20190416_022142 heat_fuel_cogeneration 0.5513453483581543 0.5513453483581543 0.04876627151773759 -6036 DeepLearning_1_AutoML_20190416_022142 front_door_structure_mixed 0.5324188470840454 0.5324188470840454 0.047092230188174336 -6037 DeepLearning_1_AutoML_20190416_022142 room_count 0.5246550440788269 0.5246550440788269 0.04640552497430035 -6038 DeepLearning_1_AutoML_20190416_022142 heat_type_central 0.5175450444221497 0.5175450444221497 0.04577664840033258 -6039 DeepLearning_1_AutoML_20190416_022142 apartment_building_count_in_sites 0.5026760697364807 0.5026760697364807 0.04446149364502181 -6040 DeepLearning_1_AutoML_20190416_022142 bathroom_count 0.4976527690887451 0.4976527690887451 0.04401718474855214 -6041 DeepLearning_1_AutoML_20190416_022142 floor 0.45715445280075073 0.45715445280075073 0.040435125166490296 -6042 DeepLearning_1_AutoML_20190416_022142 total_household_count_of_area_type 0.4387063682079315 0.4387063682079315 0.03880339959754398 -6043 DeepLearning_grid_1_AutoML_20190416_021340_model_1 city 1.0 1.0 0.08918527340714033 -6044 DeepLearning_grid_1_AutoML_20190416_021340_model_1 supply_area 0.7942850589752197 0.7942850589752197 0.07083853014791155 -6045 DeepLearning_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.7561497092247009 0.7561497092247009 0.06743741855393462 -6046 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.6545669436454773 0.6545669436454773 0.058377731832298115 -6047 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.6474379897117615 0.6474379897117615 0.05774193412661276 -6048 DeepLearning_grid_1_AutoML_20190416_021340_model_1 room_count 0.6446866989135742 0.6446866989135742 0.05749655950455388 -6049 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.6326169967651367 0.6326169967651367 0.05642011981850273 -6050 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.6300554275512695 0.6300554275512695 0.056191665567812674 -6051 DeepLearning_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.5991654992103577 0.5991654992103577 0.05343673886320147 -6052 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.5937755107879639 0.5937755107879639 0.05295603127208896 -6053 DeepLearning_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.5841841101646423 0.5841841101646423 0.05210061958514062 -6054 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.5584558844566345 0.5584558844566345 0.04980604074109132 -6055 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.5520678758621216 0.5520678758621216 0.04923632444806252 -6056 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.5382525324821472 0.5382525324821472 0.04800419927150598 -6057 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.5320796370506287 0.5320796370506287 0.047453667904732315 -6058 DeepLearning_grid_1_AutoML_20190416_021340_model_1 floor 0.5130593776702881 0.5130593776702881 0.045757340871621914 -6059 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.5111504197120667 0.5111504197120667 0.0455870899341952 -6060 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.47062382102012634 0.47062382102012634 0.04197271414959305 -6061 DeepLearning_grid_1_AutoML_20190416_020809_model_3 city 1.0 1.0 0.1144964082068361 -6062 DeepLearning_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 0.5743646025657654 0.5743646025657654 0.06576268399492705 -6063 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 0.5626169443130493 0.5626169443130493 0.06441761932014967 -6064 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 0.49234214425086975 0.49234214425086975 0.05637140712557656 -6065 DeepLearning_grid_1_AutoML_20190416_020809_model_3 supply_area 0.48573926091194153 0.48573926091194153 0.05561540069946052 -6066 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 0.4781739413738251 0.4781739413738251 0.05474919878540919 -6067 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 0.47582191228866577 0.47582191228866577 0.054479899903160434 -6068 DeepLearning_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 0.4524413049221039 0.4524413049221039 0.0518029043379948 -6069 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 0.4489237070083618 0.4489237070083618 0.05140015201135548 -6070 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 0.44274869561195374 0.44274869561195374 0.05069313538583047 -6071 DeepLearning_grid_1_AutoML_20190416_020809_model_3 room_count 0.44213664531707764 0.44213664531707764 0.05062305782542523 -6072 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 0.43108484148979187 0.43108484148979187 0.049357665982994445 -6073 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_district 0.4309975504875183 0.4309975504875183 0.049347671476765345 -6074 DeepLearning_grid_1_AutoML_20190416_020809_model_3 floor 0.4294818341732025 0.4294818341732025 0.049174127402915685 -6075 DeepLearning_grid_1_AutoML_20190416_020809_model_3 bathroom_count 0.42389464378356934 0.42389464378356934 0.04853441417133493 -6076 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_central 0.4101783037185669 0.4101783037185669 0.04696394250014863 -6077 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 0.40423399209976196 0.40423399209976196 0.0462833401705333 -6078 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.3487181067466736 0.3487181067466736 0.039926970699182183 -6079 DeepLearning_grid_1_AutoML_20190416_022142_model_3 city 1.0 1.0 0.1236076967076471 -6080 DeepLearning_grid_1_AutoML_20190416_022142_model_3 supply_area 0.6165990829467773 0.6165990829467773 0.07621639243509859 -6081 DeepLearning_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 0.5657739043235779 0.5657739043235779 0.06993400917073016 -6082 DeepLearning_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 0.5511902570724487 0.5511902570724487 0.06813135812442128 -6083 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 0.49708834290504456 0.49708834290504456 0.061443945126713626 -6084 DeepLearning_grid_1_AutoML_20190416_022142_model_3 room_count 0.4505871534347534 0.4505871534347534 0.05569604020212505 -6085 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 0.4303859770298004 0.4303859770298004 0.05319901931592394 -6086 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 0.42149829864501953 0.42149829864501953 0.052100433861702836 -6087 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_district 0.407175749540329 0.407175749540329 0.05033005655588986 -6088 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 0.4013204276561737 0.4013204276561737 0.049606293704307546 -6089 DeepLearning_grid_1_AutoML_20190416_022142_model_3 bathroom_count 0.3815307915210724 0.3815307915210724 0.04716014236296525 -6090 DeepLearning_grid_1_AutoML_20190416_022142_model_3 floor 0.3796623647212982 0.3796623647212982 0.04692919042977833 -6091 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 0.3742296099662781 0.3742296099662781 0.04625766012773277 -6092 DeepLearning_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 0.3414705991744995 0.3414705991744995 0.04220839425734006 -6093 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 0.34087449312210083 0.34087449312210083 0.042134710961209576 -6094 DeepLearning_grid_1_AutoML_20190416_022142_model_3 heat_type_central 0.3328966200351715 0.3328966200351715 0.041148584444308314 -6095 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 0.32656076550483704 0.32656076550483704 0.04036542405913896 -6096 DeepLearning_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 0.2712666690349579 0.2712666690349579 0.03353064815296676 -6097 DeepLearning_grid_1_AutoML_20190416_030706_model_5 city 1.0 1.0 0.09732293444853682 -6098 DeepLearning_grid_1_AutoML_20190416_030706_model_5 supply_area 0.6670196652412415 0.6670196652412415 0.06491631115615831 -6099 DeepLearning_grid_1_AutoML_20190416_030706_model_5 apartment_building_count_in_sites 0.6378319263458252 0.6378319263458252 0.06207567475693871 -6100 DeepLearning_grid_1_AutoML_20190416_030706_model_5 total_parking_capacity_in_site 0.6209729313850403 0.6209729313850403 0.06043490789550203 -6101 DeepLearning_grid_1_AutoML_20190416_030706_model_5 exclusive_use_area 0.5802716612815857 0.5802716612815857 0.056473740853251325 -6102 DeepLearning_grid_1_AutoML_20190416_030706_model_5 total_household_count_in_sites 0.5785003304481506 0.5785003304481506 0.05630134973866225 -6103 DeepLearning_grid_1_AutoML_20190416_030706_model_5 heat_fuel_cogeneration 0.560715913772583 0.560715913772583 0.05457051812034052 -6104 DeepLearning_grid_1_AutoML_20190416_030706_model_5 front_door_structure_stairway 0.5589004158973694 0.5589004158973694 0.054393828539639644 -6105 DeepLearning_grid_1_AutoML_20190416_030706_model_5 front_door_structure_corridor 0.558709979057312 0.558709979057312 0.054375294667538154 -6106 DeepLearning_grid_1_AutoML_20190416_030706_model_5 bathroom_count 0.555442214012146 0.555442214012146 0.05405726618425424 -6107 DeepLearning_grid_1_AutoML_20190416_030706_model_5 room_count 0.534573495388031 0.534573495388031 0.05202626124957454 -6108 DeepLearning_grid_1_AutoML_20190416_030706_model_5 heat_fuel_gas 0.5216997861862183 0.5216997861862183 0.050773354092817 -6109 DeepLearning_grid_1_AutoML_20190416_030706_model_5 heat_type_individual 0.517704963684082 0.517704963684082 0.05038456624430805 -6110 DeepLearning_grid_1_AutoML_20190416_030706_model_5 front_door_structure_mixed 0.50217205286026 0.50217205286026 0.04887285778240625 -6111 DeepLearning_grid_1_AutoML_20190416_030706_model_5 heat_type_district 0.5005870461463928 0.5005870461463928 0.048718600277892064 -6112 DeepLearning_grid_1_AutoML_20190416_030706_model_5 floor 0.47621119022369385 0.47621119022369385 0.046346270449800255 -6113 DeepLearning_grid_1_AutoML_20190416_030706_model_5 total_household_count_of_area_type 0.46162575483322144 0.46162575483322144 0.04492677307738994 -6114 DeepLearning_grid_1_AutoML_20190416_030706_model_5 heat_type_central 0.44213104248046875 0.44213104248046875 0.043029490464989904 -6115 GBM_grid_1_AutoML_20190416_030706_model_47 supply_area 1.2515918540053257e+20 1.0 0.36309945117223924 -6116 GBM_grid_1_AutoML_20190416_030706_model_47 city 4.8356143157588525e+19 0.3863571259499646 0.14028606038891583 -6117 GBM_grid_1_AutoML_20190416_030706_model_47 exclusive_use_area 4.108385450422226e+19 0.3282528115914651 0.11918841573460541 -6118 GBM_grid_1_AutoML_20190416_030706_model_47 heat_type_district 3.0236725894491144e+19 0.24158615124993044 0.0877197989296633 -6119 GBM_grid_1_AutoML_20190416_030706_model_47 apartment_building_count_in_sites 2.666178698207979e+19 0.21302301462539194 0.0773485396975357 -6120 GBM_grid_1_AutoML_20190416_030706_model_47 total_household_count_of_area_type 1.5473183046110282e+19 0.12362802615399926 0.044889268446024366 -6121 GBM_grid_1_AutoML_20190416_030706_model_47 total_household_count_in_sites 1.5378255610214613e+19 0.12286957254476648 0.04461387435677234 -6122 GBM_grid_1_AutoML_20190416_030706_model_47 total_parking_capacity_in_site 1.405598072762794e+19 0.11230482750943288 0.04077782123266807 -6123 GBM_grid_1_AutoML_20190416_030706_model_47 floor 1.2520336817578312e+19 0.10003530126463284 0.03632276298703779 -6124 GBM_grid_1_AutoML_20190416_030706_model_47 heat_type_individual 3.77622788049784e+18 0.030171400272486687 0.010955218880037865 -6125 GBM_grid_1_AutoML_20190416_030706_model_47 room_count 3.4026765015423386e+18 0.027186790091779073 0.009871508561459852 -6126 GBM_grid_1_AutoML_20190416_030706_model_47 bathroom_count 2.268520224447791e+18 0.018125079810867306 0.006581206531778953 -6127 GBM_grid_1_AutoML_20190416_030706_model_47 heat_fuel_cogeneration 2.1145973926521733e+18 0.016895263307164152 0.006134660834241776 -6128 GBM_grid_1_AutoML_20190416_030706_model_47 front_door_structure_mixed 1.3869495309219922e+18 0.01108148416341555 0.004023680817910046 -6129 GBM_grid_1_AutoML_20190416_030706_model_47 front_door_structure_corridor 1.0659568693584855e+18 0.008516808941726699 0.003092448652479784 -6130 GBM_grid_1_AutoML_20190416_030706_model_47 heat_fuel_gas 8.885948548403692e+17 0.0070997174677727495 0.0025779035160262455 -6131 GBM_grid_1_AutoML_20190416_030706_model_47 front_door_structure_stairway 6.98790148267049e+17 0.005583211060624844 0.002027260871891657 -6132 GBM_grid_1_AutoML_20190416_030706_model_47 heat_type_central 1.6894219499077632e+17 0.0013498185886247982 0.0004901183887117508 -6133 DeepLearning_grid_1_AutoML_20190416_015849_model_4 city 1.0 1.0 0.11456030938983702 -6134 DeepLearning_grid_1_AutoML_20190416_015849_model_4 supply_area 0.5479498505592346 0.5479498505592346 0.06277330441018088 -6135 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 0.517829418182373 0.517829418182373 0.059322698358131955 -6136 DeepLearning_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 0.5146306157112122 0.5146306157112122 0.05895624255735879 -6137 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 0.5035648345947266 0.5035648345947266 0.057688543249013985 -6138 DeepLearning_grid_1_AutoML_20190416_015849_model_4 bathroom_count 0.49091455340385437 0.49091455340385437 0.056239323121919226 -6139 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 0.4849349558353424 0.4849349558353424 0.05555429857444378 -6140 DeepLearning_grid_1_AutoML_20190416_015849_model_4 floor 0.47748738527297974 0.47748738527297974 0.05470110258661687 -6141 DeepLearning_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 0.4491879343986511 0.4491879343986511 0.05145910873889129 -6142 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_district 0.43740376830101013 0.43740376830101013 0.05010911102484431 -6143 DeepLearning_grid_1_AutoML_20190416_015849_model_4 room_count 0.42859286069869995 0.42859286069869995 0.04909973072391839 -6144 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 0.421460896730423 0.421460896730423 0.04828269072515541 -6145 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_central 0.41904228925704956 0.41904228925704956 0.04800561430471318 -6146 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 0.4162117838859558 0.4162117838859558 0.04768135073367108 -6147 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 0.41460445523262024 0.41460445523262024 0.04749721466585381 -6148 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 0.41138172149658203 0.41138172149658203 0.047128017291972205 -6149 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 0.39901843667030334 0.39901843667030334 0.045711675557199044 -6150 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 0.3948109447956085 0.3948109447956085 0.04522966398627878 -6151 DeepLearning_grid_1_AutoML_20190416_015849_model_2 city 1.0 1.0 0.10054497828916853 -6152 DeepLearning_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 0.6759928464889526 0.6759928464889526 0.06796768607386497 -6153 DeepLearning_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 0.6548359394073486 0.6548359394073486 0.06584046531067915 -6154 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 0.5983142256736755 0.5983142256736755 0.06015749083046038 -6155 DeepLearning_grid_1_AutoML_20190416_015849_model_2 room_count 0.5966219305992126 0.5966219305992126 0.059987339058939645 -6156 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 0.5670989751815796 0.5670989751815796 0.05701895414744164 -6157 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_district 0.5425782203674316 0.5425782203674316 0.05455351538701911 -6158 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 0.541207492351532 0.541207492351532 0.054415695568420124 -6159 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 0.5209740400314331 0.5209740400314331 0.052381323544180854 -6160 DeepLearning_grid_1_AutoML_20190416_015849_model_2 supply_area 0.5028508305549622 0.5028508305549622 0.050559125840839034 -6161 DeepLearning_grid_1_AutoML_20190416_015849_model_2 floor 0.4965813457965851 0.4965813457965851 0.04992876063192374 -6162 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 0.49326959252357483 0.49326959252357483 0.049595780470989836 -6163 DeepLearning_grid_1_AutoML_20190416_015849_model_2 bathroom_count 0.48635435104370117 0.48635435104370117 0.04890048766653158 -6164 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 0.4859231412410736 0.4859231412410736 0.048857131686288316 -6165 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 0.4746173620223999 0.4746173620223999 0.04772039236020464 -6166 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 0.4688268303871155 0.4688268303871155 0.04713818348265222 -6167 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_central 0.4391572177410126 0.4391572177410126 0.04415505292330176 -6168 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 0.40059322118759155 0.40059322118759155 0.04027763672709448 -6169 DeepLearning_grid_1_AutoML_20190416_022142_model_7 city 1.0 1.0 0.12187252039885602 -6170 DeepLearning_grid_1_AutoML_20190416_022142_model_7 supply_area 0.5234265923500061 0.5234265923500061 0.0637913180534798 -6171 DeepLearning_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 0.4799592196941376 0.4799592196941376 0.058493839792792796 -6172 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 0.45837950706481934 0.45837950706481934 0.05586386582517476 -6173 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 0.4406982362270355 0.4406982362270355 0.05370900478431925 -6174 DeepLearning_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 0.43895435333251953 0.43895435333251953 0.05349647338068414 -6175 DeepLearning_grid_1_AutoML_20190416_022142_model_7 room_count 0.42479783296585083 0.42479783296585083 0.051771182563520486 -6176 DeepLearning_grid_1_AutoML_20190416_022142_model_7 floor 0.42001962661743164 0.42001962661743164 0.051188850512852824 -6177 DeepLearning_grid_1_AutoML_20190416_022142_model_7 bathroom_count 0.4179809093475342 0.4179809093475342 0.050940386900789746 -6178 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 0.41634052991867065 0.41634052991867065 0.050740469725383715 -6179 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 0.4120415449142456 0.4120415449142456 0.05021654158773754 -6180 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 0.41193222999572754 0.41193222999572754 0.05020321910310055 -6181 DeepLearning_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 0.41166141629219055 0.41166141629219055 0.05017021435449195 -6182 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_district 0.4002711772918701 0.4002711772918701 0.048782057219577554 -6183 DeepLearning_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 0.3998446464538574 0.3998446464538574 0.04873007483132111 -6184 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 0.3922102153301239 0.3922102153301239 0.04779964746846024 -6185 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_type_central 0.3897724449634552 0.3897724449634552 0.04750255024972068 -6186 DeepLearning_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 0.3670046627521515 0.3670046627521515 0.04472778324773685 -6187 DeepLearning_grid_1_AutoML_20190416_020809_model_2 city 1.0 1.0 0.07829448261353092 -6188 DeepLearning_grid_1_AutoML_20190416_020809_model_2 supply_area 0.8004454970359802 0.8004454970359802 0.06267046605076267 -6189 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 0.7461232542991638 0.7461232542991638 0.058417334161276986 -6190 DeepLearning_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 0.7327424883842468 0.7327424883842468 0.05736969401699579 -6191 DeepLearning_grid_1_AutoML_20190416_020809_model_2 bathroom_count 0.7218878865242004 0.7218878865242004 0.05651983858038759 -6192 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 0.7135211229324341 0.7135211229324341 0.055864767153820515 -6193 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 0.7049736380577087 0.7049736380577087 0.055195546247906915 -6194 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 0.6997419595718384 0.6997419595718384 0.05478593468765535 -6195 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_district 0.6938195824623108 0.6938195824623108 0.05432224523602267 -6196 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_central 0.6920918822288513 0.6920918822288513 0.054186975840132684 -6197 DeepLearning_grid_1_AutoML_20190416_020809_model_2 room_count 0.6832367777824402 0.6832367777824402 0.053493670019012146 -6198 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 0.6743483543395996 0.6743483543395996 0.05279775550430497 -6199 DeepLearning_grid_1_AutoML_20190416_020809_model_2 floor 0.6739465594291687 0.6739465594291687 0.05276629717967603 -6200 DeepLearning_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 0.6666306853294373 0.6666306853294373 0.05219350460217183 -6201 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 0.6602783203125 0.6602783203125 0.051696149469798426 -6202 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 0.6555473208427429 0.6555473208427429 0.051325738314068906 -6203 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 0.6424811482429504 0.6424811482429504 0.050302729090629064 -6204 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 0.6104755997657776 0.6104755997657776 0.04779687123184653 -6205 GBM_grid_1_AutoML_20190416_022142_model_27 supply_area 1.6457111812551213e+20 1.0 0.4069848624448651 -6206 GBM_grid_1_AutoML_20190416_022142_model_27 city 6.7456779990476e+19 0.40989440163509905 0.16682081666638107 -6207 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_in_sites 2.6331665212909814e+19 0.1600017397513679 0.06511828604364955 -6208 GBM_grid_1_AutoML_20190416_022142_model_27 exclusive_use_area 2.406948161141185e+19 0.1462558065204064 0.0595238992984704 -6209 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_gas 1.9101929858561737e+19 0.11607097330403639 0.04723912910398485 -6210 GBM_grid_1_AutoML_20190416_022142_model_27 apartment_building_count_in_sites 1.8803990794736763e+19 0.11426057627192929 0.046502324916902156 -6211 GBM_grid_1_AutoML_20190416_022142_model_27 total_parking_capacity_in_site 1.7499940317380477e+19 0.10633664349314281 0.043277404224905384 -6212 GBM_grid_1_AutoML_20190416_022142_model_27 floor 1.7259071404595216e+19 0.10487302754686505 0.04268173469033742 -6213 GBM_grid_1_AutoML_20190416_022142_model_27 total_household_count_of_area_type 1.1880487020910346e+19 0.0721905955080742 0.02938047958266648 -6214 GBM_grid_1_AutoML_20190416_022142_model_27 bathroom_count 1.0834442444569838e+19 0.0658344098768705 0.026793608247877007 -6215 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_corridor 9.022657288715895e+18 0.054825277919268056 0.022313058192474807 -6216 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_individual 4.926272238052704e+18 0.02993400235815147 0.012182685832156544 -6217 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_district 3.305204795739996e+18 0.02008374758211974 0.008173781247086393 -6218 GBM_grid_1_AutoML_20190416_022142_model_27 room_count 3.2217686307441213e+18 0.01957675603982347 0.007967443363984236 -6219 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_stairway 2.6599319328459325e+18 0.016162811331313334 0.006578019546396864 -6220 GBM_grid_1_AutoML_20190416_022142_model_27 heat_fuel_cogeneration 1.3686187479416177e+18 0.008316275440857272 0.0033845982163509068 -6221 GBM_grid_1_AutoML_20190416_022142_model_27 heat_type_central 1.0915508887129948e+18 0.006632700203692549 0.0026994085800378406 -6222 GBM_grid_1_AutoML_20190416_022142_model_27 front_door_structure_mixed 9.617698962895012e+17 0.005844098935731821 0.0023784598014729976 -6223 DeepLearning_grid_1_AutoML_20190416_022142_model_8 city 1.0 1.0 0.08653073932057859 -6224 DeepLearning_grid_1_AutoML_20190416_022142_model_8 supply_area 0.7816334962844849 0.7816334962844849 0.0676353243112252 -6225 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_mixed 0.720283567905426 0.720283567905426 0.06232666965132068 -6226 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_parking_capacity_in_site 0.7091841101646423 0.7091841101646423 0.06136622536695315 -6227 DeepLearning_grid_1_AutoML_20190416_022142_model_8 exclusive_use_area 0.6902735829353333 0.6902735829353333 0.0597298834648591 -6228 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_gas 0.6834458708763123 0.6834458708763123 0.059139076492523986 -6229 DeepLearning_grid_1_AutoML_20190416_022142_model_8 apartment_building_count_in_sites 0.6667314767837524 0.6667314767837524 0.057692767614399273 -6230 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_central 0.634003221988678 0.634003221988678 0.05486076753030921 -6231 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_district 0.6183121800422668 0.6183121800422668 0.05350301006997604 -6232 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_stairway 0.6107695698738098 0.6107695698738098 0.052850342435692546 -6233 DeepLearning_grid_1_AutoML_20190416_022142_model_8 front_door_structure_corridor 0.6034960150718689 0.6034960150718689 0.05222095636119185 -6234 DeepLearning_grid_1_AutoML_20190416_022142_model_8 room_count 0.590370237827301 0.590370237827301 0.051085173152062166 -6235 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_fuel_cogeneration 0.5893405675888062 0.5893405675888062 0.05099607502506881 -6236 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_in_sites 0.5600786805152893 0.5600786805152893 0.04846402230268212 -6237 DeepLearning_grid_1_AutoML_20190416_022142_model_8 heat_type_individual 0.5449427962303162 0.5449427962303162 0.04715430304523266 -6238 DeepLearning_grid_1_AutoML_20190416_022142_model_8 bathroom_count 0.531575083732605 0.531575083732605 0.04599758499978077 -6239 DeepLearning_grid_1_AutoML_20190416_022142_model_8 floor 0.5182660222053528 0.5182660222053528 0.044845942066164574 -6240 DeepLearning_grid_1_AutoML_20190416_022142_model_8 total_household_count_of_area_type 0.5038803219795227 0.5038803219795227 0.04360113678997928 -6241 GBM_grid_1_AutoML_20190416_023844_model_21 supply_area 4.084165320324646e+21 1.0 0.351535646075741 -6242 GBM_grid_1_AutoML_20190416_023844_model_21 city 2.804820455828115e+21 0.6867548778865696 0.24141881969352186 -6243 GBM_grid_1_AutoML_20190416_023844_model_21 exclusive_use_area 2.2203127561529988e+21 0.5436392951832097 0.1911085908643901 -6244 GBM_grid_1_AutoML_20190416_023844_model_21 heat_fuel_cogeneration 5.894164121627174e+20 0.1443174714866501 0.05073273557907688 -6245 GBM_grid_1_AutoML_20190416_023844_model_21 apartment_building_count_in_sites 5.524894988618139e+20 0.1352759879998925 0.04755433184007639 -6246 GBM_grid_1_AutoML_20190416_023844_model_21 total_parking_capacity_in_site 3.085969554884484e+20 0.07555936924314277 0.026561811683963668 -6247 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_district 2.9320940460693258e+20 0.07179175709361972 0.02523736171281827 -6248 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_individual 2.1155397126000843e+20 0.05179858175848578 0.01820904790427639 -6249 GBM_grid_1_AutoML_20190416_023844_model_21 total_household_count_in_sites 1.5549970739170902e+20 0.03807380338349 0.013384299070975889 -6250 GBM_grid_1_AutoML_20190416_023844_model_21 floor 1.283579989772678e+20 0.031428208436739956 0.011048135557812434 -6251 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_stairway 8.711712101845959e+19 0.02133045902547714 0.007498416694613227 -6252 GBM_grid_1_AutoML_20190416_023844_model_21 bathroom_count 8.08107005535364e+19 0.019786344140230065 0.006955605270812727 -6253 GBM_grid_1_AutoML_20190416_023844_model_21 total_household_count_of_area_type 5.4805495736076075e+19 0.013419019906794479 0.004717263832638227 -6254 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_corridor 4.483347502796164e+19 0.01097738987323801 0.0038589438413140203 -6255 GBM_grid_1_AutoML_20190416_023844_model_21 room_count 1.9051795976625848e+18 0.00046647954924389397 0.00016398418972457272 -6256 GBM_grid_1_AutoML_20190416_023844_model_21 heat_type_central 1.743429273869353e+17 4.2687529449243e-05 1.5006188244316858e-05 -6257 GBM_grid_1_AutoML_20190416_023844_model_21 heat_fuel_gas 0.0 0.0 0.0 -6258 GBM_grid_1_AutoML_20190416_023844_model_21 front_door_structure_mixed 0.0 0.0 0.0 -6259 GBM_grid_1_AutoML_20190416_021340_model_1 supply_area 6.259222670459594e+21 1.0 0.2339894731212298 -6260 GBM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 4.643045427057699e+21 0.7417926588505239 0.17357167340963026 -6261 GBM_grid_1_AutoML_20190416_021340_model_1 city 4.574851640025078e+21 0.7308977297797846 0.17102237469667478 -6262 GBM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.7031393596691175e+21 0.27210077821757084 0.063668717731006 -6263 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 1.518162589961664e+21 0.24254810379675953 0.05675370301395712 -6264 GBM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.5083780975587366e+21 0.2409848917306502 0.05638792784623145 -6265 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 9.827165416771688e+20 0.15700296880555156 0.03673704194927989 -6266 GBM_grid_1_AutoML_20190416_021340_model_1 room_count 9.027959441648286e+20 0.14423451468272167 0.033749358096506324 -6267 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 8.203741600094376e+20 0.13106646035796013 0.03066817200302364 -6268 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 7.951506243964423e+20 0.1270366411709806 0.02972523673468848 -6269 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 6.972286465922931e+20 0.11139221007152601 0.02606460454444572 -6270 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 6.794996637091957e+20 0.10855975246193028 0.025401839280738196 -6271 GBM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 5.551550668912638e+20 0.08869393151825682 0.02075344630500735 -6272 GBM_grid_1_AutoML_20190416_021340_model_1 floor 4.867414830862041e+20 0.0777638867815617 0.018195930895876587 -6273 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 2.7777384464970154e+20 0.04437832927092615 0.01038406188410446 -6274 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 2.6088457199087623e+20 0.04168002733344528 0.009752687635431318 -6275 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 7.203409527541911e+19 0.011508473027391096 0.002692861540109127 -6276 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 1.2863797861816467e+19 0.002055174985629952 0.00048088931205948353 -6277 GBM_grid_1_AutoML_20190416_030706_model_19 city 2.8887154800116095e+21 1.0 0.23357403748197836 -6278 GBM_grid_1_AutoML_20190416_030706_model_19 supply_area 2.7444271848250765e+21 0.9500510534232492 0.22190726036207503 -6279 GBM_grid_1_AutoML_20190416_030706_model_19 exclusive_use_area 2.3886107261154623e+21 0.8268764240173154 0.19313686485638465 -6280 GBM_grid_1_AutoML_20190416_030706_model_19 apartment_building_count_in_sites 6.500473184148437e+20 0.22502988712901253 0.052561139290837326 -6281 GBM_grid_1_AutoML_20190416_030706_model_19 total_parking_capacity_in_site 5.492772008744756e+20 0.19014582940936367 0.04441312908550457 -6282 GBM_grid_1_AutoML_20190416_030706_model_19 room_count 4.870238024878449e+20 0.16859528252532768 0.03937948083985562 -6283 GBM_grid_1_AutoML_20190416_030706_model_19 heat_fuel_cogeneration 4.4530769801132586e+20 0.15415422567318268 0.036006424885393316 -6284 GBM_grid_1_AutoML_20190416_030706_model_19 bathroom_count 4.433844850485782e+20 0.15348845814569329 0.03585091887597323 -6285 GBM_grid_1_AutoML_20190416_030706_model_19 heat_fuel_gas 3.70986939607528e+20 0.12842626495221227 0.029997041223618508 -6286 GBM_grid_1_AutoML_20190416_030706_model_19 total_household_count_in_sites 3.537582784955338e+20 0.12246213964073474 0.028603976394568242 -6287 GBM_grid_1_AutoML_20190416_030706_model_19 heat_type_individual 3.473411767921122e+20 0.12024070186057792 0.028085106203242012 -6288 GBM_grid_1_AutoML_20190416_030706_model_19 heat_type_district 2.133858631849995e+20 0.07386877131428046 0.017253827159709433 -6289 GBM_grid_1_AutoML_20190416_030706_model_19 floor 1.5859016189850367e+20 0.05489988993234678 0.012823188948814453 -6290 GBM_grid_1_AutoML_20190416_030706_model_19 total_household_count_of_area_type 1.4199137141564375e+20 0.04915380985013903 0.01148105382431841 -6291 GBM_grid_1_AutoML_20190416_030706_model_19 front_door_structure_corridor 9.69370792684526e+19 0.03355715713063684 0.007838080677420006 -6292 GBM_grid_1_AutoML_20190416_030706_model_19 front_door_structure_stairway 8.512925677199871e+19 0.02946958859778623 0.006883330791717803 -6293 GBM_grid_1_AutoML_20190416_030706_model_19 heat_type_central 2.5370477645466173e+18 0.0008782615602338314 0.00020513909858903772 -6294 GBM_grid_1_AutoML_20190416_030706_model_19 front_door_structure_mixed 0.0 0.0 0.0 -6295 GBM_grid_1_AutoML_20190416_023844_model_35 supply_area 1.4087618515010218e+20 1.0 0.3429403516818179 -6296 GBM_grid_1_AutoML_20190416_023844_model_35 city 5.970112403530685e+19 0.42378436051271473 0.1453327576314847 -6297 GBM_grid_1_AutoML_20190416_023844_model_35 heat_fuel_cogeneration 4.3710187560746615e+19 0.3102737876822392 0.1064054018653968 -6298 GBM_grid_1_AutoML_20190416_023844_model_35 exclusive_use_area 3.846350279095301e+19 0.2730305533896345 0.09363319399932263 -6299 GBM_grid_1_AutoML_20190416_023844_model_35 apartment_building_count_in_sites 3.3470895367129137e+19 0.23759086982278965 0.0814794964534165 -6300 GBM_grid_1_AutoML_20190416_023844_model_35 total_parking_capacity_in_site 2.4803698093045318e+19 0.17606736061611283 0.06038060256937919 -6301 GBM_grid_1_AutoML_20190416_023844_model_35 floor 1.8667880051311116e+19 0.13251267438439418 0.04544394315568236 -6302 GBM_grid_1_AutoML_20190416_023844_model_35 total_household_count_in_sites 1.531376925324555e+19 0.10870374745688124 0.03727890138199438 -6303 GBM_grid_1_AutoML_20190416_023844_model_35 total_household_count_of_area_type 1.2082073681770054e+19 0.08576377667308867 0.029411859733829922 -6304 GBM_grid_1_AutoML_20190416_023844_model_35 bathroom_count 6.055396462743781e+18 0.042983819133743696 0.014740886050353718 -6305 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_individual 4.626000560309404e+18 0.032837349729341735 0.011261252264479302 -6306 GBM_grid_1_AutoML_20190416_023844_model_35 room_count 3.748186210820948e+18 0.02660624438990375 0.009124354808005988 -6307 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_stairway 2.7569385452297257e+18 0.019569940386249353 0.006711322238452565 -6308 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_district 2.4502784300511396e+18 0.017393134456618 0.005964807647401723 -6309 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_corridor 1.544445225752068e+18 0.010963139185707486 0.003759702807883244 -6310 GBM_grid_1_AutoML_20190416_023844_model_35 heat_type_central 1.3508393700425728e+18 0.009588841212609972 0.0032884005776735734 -6311 GBM_grid_1_AutoML_20190416_023844_model_35 heat_fuel_gas 1.031744328109654e+18 0.007323766802815825 0.002511615162993282 -6312 GBM_grid_1_AutoML_20190416_023844_model_35 front_door_structure_mixed 1.3603282412896256e+17 0.0009656197318519162 0.0003311499704321989 -6313 DeepLearning_grid_1_AutoML_20190416_022142_model_2 city 1.0 1.0 0.08891953877244116 -6314 DeepLearning_grid_1_AutoML_20190416_022142_model_2 exclusive_use_area 0.7617546319961548 0.7617546319961548 0.06773487053486874 -6315 DeepLearning_grid_1_AutoML_20190416_022142_model_2 supply_area 0.716713011264801 0.716713011264801 0.06372979039387353 -6316 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_parking_capacity_in_site 0.6997832655906677 0.6997832655906677 0.06222440521699487 -6317 DeepLearning_grid_1_AutoML_20190416_022142_model_2 room_count 0.6537584066390991 0.6537584066390991 0.05813189598695473 -6318 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_district 0.6507220268249512 0.6507220268249512 0.05786190249434274 -6319 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_central 0.6184461712837219 0.6184461712837219 0.054991948306130696 -6320 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_stairway 0.6150886416435242 0.6150886416435242 0.054693398319109514 -6321 DeepLearning_grid_1_AutoML_20190416_022142_model_2 apartment_building_count_in_sites 0.6088087558746338 0.6088087558746338 0.054134993772996166 -6322 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_type_individual 0.6078846454620361 0.6078846454620361 0.05405282230133317 -6323 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_corridor 0.5862647294998169 0.5862647294998169 0.0521303893456737 -6324 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_cogeneration 0.5768054723739624 0.5768054723739624 0.051289276564912785 -6325 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_of_area_type 0.575649619102478 0.575649619102478 0.05118649862512378 -6326 DeepLearning_grid_1_AutoML_20190416_022142_model_2 bathroom_count 0.5557887554168701 0.5557887554168701 0.049420479786577196 -6327 DeepLearning_grid_1_AutoML_20190416_022142_model_2 heat_fuel_gas 0.5514543652534485 0.5514543652534485 0.04903506781238594 -6328 DeepLearning_grid_1_AutoML_20190416_022142_model_2 front_door_structure_mixed 0.5187876224517822 0.5187876224517822 0.04613035610926382 -6329 DeepLearning_grid_1_AutoML_20190416_022142_model_2 total_household_count_in_sites 0.4748464822769165 0.4748464822769165 0.04222313019177957 -6330 DeepLearning_grid_1_AutoML_20190416_022142_model_2 floor 0.47356560826301575 0.47356560826301575 0.04210923546523791 -6331 DeepLearning_grid_1_AutoML_20190416_021340_model_3 city 1.0 1.0 0.1335516535514905 -6332 DeepLearning_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 0.4591478109359741 0.4591478109359741 0.061319949375046486 -6333 DeepLearning_grid_1_AutoML_20190416_021340_model_3 supply_area 0.4443511366844177 0.4443511366844177 0.05934382906168837 -6334 DeepLearning_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 0.4417937099933624 0.4417937099933624 0.059002280498261214 -6335 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 0.43354275822639465 0.43354275822639465 0.057900352246409076 -6336 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 0.3886672854423523 0.3886672854423523 0.051907158652195313 -6337 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 0.3877770006656647 0.3877770006656647 0.05178825964813696 -6338 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 0.37823286652565 0.37823286652565 0.05051362475202077 -6339 DeepLearning_grid_1_AutoML_20190416_021340_model_3 room_count 0.3764110505580902 0.3764110505580902 0.05027031821708665 -6340 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 0.37468039989471436 0.37468039989471436 0.05003918695927282 -6341 DeepLearning_grid_1_AutoML_20190416_021340_model_3 bathroom_count 0.37269484996795654 0.37269484996795654 0.04977401348334527 -6342 DeepLearning_grid_1_AutoML_20190416_021340_model_3 floor 0.3716200590133667 0.3716200590133667 0.04963047337413761 -6343 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 0.36979037523269653 0.36979037523269653 0.04938611607975277 -6344 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_district 0.36421439051628113 0.36421439051628113 0.048641434100697656 -6345 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_central 0.3620169758796692 0.3620169758796692 0.04834796574243988 -6346 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 0.34027203917503357 0.34027203917503357 0.04544389348916329 -6347 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.33903953433036804 0.33903953433036804 0.04527929042914799 -6348 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 0.28348731994628906 0.28348731994628906 0.03786020033970735 -6349 GBM_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 8.726815873174392e+19 1.0 0.2509238849098573 -6350 GBM_grid_1_AutoML_20190416_015849_model_2 supply_area 4.946622768917722e+19 0.5668301979560824 0.14223123535536364 -6351 GBM_grid_1_AutoML_20190416_015849_model_2 city 4.7952033051962245e+19 0.5494791427806259 0.13787744118345283 -6352 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_district 4.0288955975851835e+19 0.46166845458143796 0.11584364216390441 -6353 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 2.5822868406179725e+19 0.29590252368630093 0.0742490107979977 -6354 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.074752273236571e+19 0.23774447672423238 0.059655767715505535 -6355 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.8137000653048775e+19 0.20783067864191587 0.05214968128828164 -6356 GBM_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 1.691448885849673e+19 0.19382199767146066 0.04863456863671223 -6357 GBM_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 1.2190242536199029e+19 0.1396871747193723 0.03505084855266691 -6358 GBM_grid_1_AutoML_20190416_015849_model_2 floor 7.946243101704585e+18 0.09105546876645775 0.02284799196516775 -6359 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_central 5.38582246873052e+18 0.06171577981020721 0.01548596323021853 -6360 GBM_grid_1_AutoML_20190416_015849_model_2 bathroom_count 3.8853725514964664e+18 0.04452222446264535 0.011171689526995656 -6361 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 3.5024912666234716e+18 0.040134813401871805 0.010070783298929879 -6362 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 2.571031469937918e+18 0.029461277828045907 0.007392538287021922 -6363 GBM_grid_1_AutoML_20190416_015849_model_2 room_count 2.2370435430067732e+18 0.025634132489070673 0.006432216110451603 -6364 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 1.424085948466987e+18 0.01631850573179303 0.004094702854145281 -6365 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 1.0965776497167565e+18 0.01256561001920022 0.0031530116822799455 -6366 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 9.512062696061665e+17 0.01089980908764337 0.002735022441047242 -6367 GBM_grid_1_AutoML_20190416_021340_model_19 city 5.584904222199828e+19 1.0 0.18242653092121383 -6368 GBM_grid_1_AutoML_20190416_021340_model_19 exclusive_use_area 4.62542683514203e+19 0.8282016398340541 0.1510859520581871 -6369 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_in_sites 3.0608908381470065e+19 0.5480650547201967 0.09998160665175072 -6370 GBM_grid_1_AutoML_20190416_021340_model_19 bathroom_count 2.8969211089014227e+19 0.5187056023962323 0.09462566361454311 -6371 GBM_grid_1_AutoML_20190416_021340_model_19 supply_area 2.7364214383531e+19 0.4899674783098171 0.08938306733227501 -6372 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_gas 2.483239534653027e+19 0.4446342203653599 0.08111307835011113 -6373 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_of_area_type 2.36451844722996e+19 0.4233767228865036 0.07723514682897692 -6374 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_corridor 1.8122271595283087e+19 0.32448670333946994 0.059194983620280556 -6375 GBM_grid_1_AutoML_20190416_021340_model_19 floor 1.2443681065913025e+19 0.22280921159667813 0.04064631152887268 -6376 GBM_grid_1_AutoML_20190416_021340_model_19 room_count 1.074507633848746e+19 0.19239499749657482 0.03509795195989576 -6377 GBM_grid_1_AutoML_20190416_021340_model_19 apartment_building_count_in_sites 9.934373429979382e+18 0.17787902951836745 0.03244985427866797 -6378 GBM_grid_1_AutoML_20190416_021340_model_19 total_parking_capacity_in_site 8.77645134648941e+18 0.1571459598466036 0.028667592303100255 -6379 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_district 2.3858346791576535e+18 0.04271934816131728 0.0077931424882846465 -6380 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_cogeneration 2.029723203886121e+18 0.03634302618508715 0.006629932190124284 -6381 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_individual 1.600172323338453e+18 0.028651741546037904 0.005226837815094911 -6382 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_central 1.303279719705215e+18 0.023335757747191384 0.004257061332237964 -6383 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_stairway 6.779120717230244e+17 0.01213829359916942 0.002214346792599652 -6384 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_mixed 6.033941829789942e+17 0.010804020247661908 0.0019709399337835155 -6385 GBM_grid_1_AutoML_20190416_030706_model_44 supply_area 1.601575377141309e+20 1.0 0.36472651894328395 -6386 GBM_grid_1_AutoML_20190416_030706_model_44 city 6.862689785694126e+19 0.42849620964724794 0.15628393092503237 -6387 GBM_grid_1_AutoML_20190416_030706_model_44 heat_fuel_gas 4.5812286667286905e+19 0.2860451485527854 0.10432825129227195 -6388 GBM_grid_1_AutoML_20190416_030706_model_44 total_parking_capacity_in_site 3.410866488779735e+19 0.2129694635333289 0.0776756110757297 -6389 GBM_grid_1_AutoML_20190416_030706_model_44 apartment_building_count_in_sites 2.8539864992507232e+19 0.1781986998541944 0.06499379147803941 -6390 GBM_grid_1_AutoML_20190416_030706_model_44 floor 2.23276308926426e+19 0.13941042807798237 0.05084668013727557 -6391 GBM_grid_1_AutoML_20190416_030706_model_44 total_household_count_of_area_type 1.9200813337294143e+19 0.11988704129284344 0.04372598323714853 -6392 GBM_grid_1_AutoML_20190416_030706_model_44 exclusive_use_area 1.6444916029575922e+19 0.10267962572532086 0.037449982457195545 -6393 GBM_grid_1_AutoML_20190416_030706_model_44 total_household_count_in_sites 1.3367453352175075e+19 0.08346440350522226 0.030441681346137346 -6394 GBM_grid_1_AutoML_20190416_030706_model_44 front_door_structure_stairway 8.427167838426366e+18 0.05261799075275635 0.019191176601042727 -6395 GBM_grid_1_AutoML_20190416_030706_model_44 heat_type_district 5.565650893988168e+18 0.03475110178031354 0.012674648381777516 -6396 GBM_grid_1_AutoML_20190416_030706_model_44 bathroom_count 4.5775841155361014e+18 0.02858175881616476 0.01042452539829629 -6397 GBM_grid_1_AutoML_20190416_030706_model_44 heat_fuel_cogeneration 3.957373245807657e+18 0.02470925379029783 0.009012120120621473 -6398 GBM_grid_1_AutoML_20190416_030706_model_44 room_count 3.5161469261625426e+18 0.02195430184771321 0.008007316088746547 -6399 GBM_grid_1_AutoML_20190416_030706_model_44 heat_type_individual 2.2499710509703496e+18 0.01404848677797718 0.005123855678952368 -6400 GBM_grid_1_AutoML_20190416_030706_model_44 heat_type_central 8.989099918958264e+17 0.005612661163037563 0.002047086368002854 -6401 GBM_grid_1_AutoML_20190416_030706_model_44 front_door_structure_corridor 8.126322078174413e+17 0.005073955427985714 0.00185060610052261 -6402 GBM_grid_1_AutoML_20190416_030706_model_44 front_door_structure_mixed 5.2528659492870554e+17 0.00327981188038931 0.0011962343699232195 -6403 DeepLearning_grid_1_AutoML_20190416_022142_model_4 city 1.0 1.0 0.08407427732719723 -6404 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 0.7049055099487305 0.7049055099487305 0.05926442133289895 -6405 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 0.6995337009429932 0.6995337009429932 0.058812790372801856 -6406 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_central 0.69917231798172 0.69917231798172 0.05878240736149445 -6407 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 0.6943297386169434 0.6943297386169434 0.058375271001001254 -6408 DeepLearning_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 0.6884556412696838 0.6884556412696838 0.05788141051158081 -6409 DeepLearning_grid_1_AutoML_20190416_022142_model_4 supply_area 0.6818214058876038 0.6818214058876038 0.0573236419662139 -6410 DeepLearning_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 0.6562599539756775 0.6562599539756775 0.0551745813692848 -6411 DeepLearning_grid_1_AutoML_20190416_022142_model_4 room_count 0.6464897394180298 0.6464897394180298 0.054353157641018904 -6412 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 0.6446853280067444 0.6446853280067444 0.054201453055614135 -6413 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 0.6345584392547607 0.6345584392547607 0.05335004220221819 -6414 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 0.6274207234382629 0.6274207234382629 0.05274994390317923 -6415 DeepLearning_grid_1_AutoML_20190416_022142_model_4 floor 0.6248463988304138 0.6248463988304138 0.052533509422168695 -6416 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_district 0.6225252151489258 0.6225252151489258 0.052338357581603906 -6417 DeepLearning_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 0.6115177273750305 0.6115177273750305 0.051412911001825705 -6418 DeepLearning_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 0.5813051462173462 0.5813051462173462 0.048872810074804096 -6419 DeepLearning_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 0.5590167045593262 0.5590167045593262 0.04699892544965666 -6420 DeepLearning_grid_1_AutoML_20190416_022142_model_4 bathroom_count 0.5174006819725037 0.5174006819725037 0.04350008842543725 -6421 DeepLearning_grid_1_AutoML_20190416_030706_model_6 city 1.0 1.0 0.0937482572077195 -6422 DeepLearning_grid_1_AutoML_20190416_030706_model_6 front_door_structure_mixed 0.7220309972763062 0.7220309972763062 0.06768914764460536 -6423 DeepLearning_grid_1_AutoML_20190416_030706_model_6 supply_area 0.6525955200195312 0.6525955200195312 0.06117969266339647 -6424 DeepLearning_grid_1_AutoML_20190416_030706_model_6 heat_fuel_cogeneration 0.6360633969306946 0.6360633969306946 0.05962983493587454 -6425 DeepLearning_grid_1_AutoML_20190416_030706_model_6 apartment_building_count_in_sites 0.6095672249794006 0.6095672249794006 0.05714586499276467 -6426 DeepLearning_grid_1_AutoML_20190416_030706_model_6 room_count 0.6063166856765747 0.6063166856765747 0.05684113259813954 -6427 DeepLearning_grid_1_AutoML_20190416_030706_model_6 heat_fuel_gas 0.5980615019798279 0.5980615019798279 0.05606722351363994 -6428 DeepLearning_grid_1_AutoML_20190416_030706_model_6 heat_type_central 0.5836020708084106 0.5836020708084106 0.054711677041104606 -6429 DeepLearning_grid_1_AutoML_20190416_030706_model_6 total_parking_capacity_in_site 0.5810633897781372 0.5810633897781372 0.05447368011891017 -6430 DeepLearning_grid_1_AutoML_20190416_030706_model_6 heat_type_individual 0.576843798160553 0.576843798160553 0.05407810075863335 -6431 DeepLearning_grid_1_AutoML_20190416_030706_model_6 exclusive_use_area 0.5709449052810669 0.5709449052810669 0.053525089831726505 -6432 DeepLearning_grid_1_AutoML_20190416_030706_model_6 bathroom_count 0.5632059574127197 0.5632059574127197 0.05279957695644756 -6433 DeepLearning_grid_1_AutoML_20190416_030706_model_6 total_household_count_in_sites 0.5380060076713562 0.5380060076713562 0.050437125586472606 -6434 DeepLearning_grid_1_AutoML_20190416_030706_model_6 heat_type_district 0.5178185701370239 0.5178185701370239 0.048544588500139256 -6435 DeepLearning_grid_1_AutoML_20190416_030706_model_6 floor 0.5143433213233948 0.5143433213233948 0.048218789980498326 -6436 DeepLearning_grid_1_AutoML_20190416_030706_model_6 front_door_structure_stairway 0.47702720761299133 0.47702720761299133 0.04472046935438292 -6437 DeepLearning_grid_1_AutoML_20190416_030706_model_6 front_door_structure_corridor 0.47416532039642334 0.47416532039642334 0.044452172415504615 -6438 DeepLearning_grid_1_AutoML_20190416_030706_model_6 total_household_count_of_area_type 0.4452090859413147 0.4452090859413147 0.04173757590004006 -6439 DeepLearning_grid_1_AutoML_20190416_020809_model_4 city 1.0 1.0 0.10099911289943586 -6440 DeepLearning_grid_1_AutoML_20190416_020809_model_4 supply_area 0.6357630491256714 0.6357630491256714 0.06421150397593328 -6441 DeepLearning_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 0.5851655602455139 0.5851655602455139 0.0591012024840983 -6442 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 0.5831006765365601 0.5831006765365601 0.058892651061253465 -6443 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 0.5815253853797913 0.5815253853797913 0.05873354805186149 -6444 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_district 0.5506886839866638 0.5506886839866638 0.05561906856641082 -6445 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 0.5315724015235901 0.5315724015235901 0.05368834099570533 -6446 DeepLearning_grid_1_AutoML_20190416_020809_model_4 room_count 0.5235360264778137 0.5235360264778137 0.052876674245154756 -6447 DeepLearning_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 0.5208905339241028 0.5208905339241028 0.05260948184404789 -6448 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.509010910987854 0.509010910987854 0.05140965046590697 -6449 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 0.5082725882530212 0.5082725882530212 0.05133508052465537 -6450 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 0.5052271485328674 0.5052271485328674 0.05102749381453113 -6451 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 0.49917349219322205 0.49917349219322205 0.0504160798944289 -6452 DeepLearning_grid_1_AutoML_20190416_020809_model_4 bathroom_count 0.4991607964038849 0.4991607964038849 0.05041479763096829 -6453 DeepLearning_grid_1_AutoML_20190416_020809_model_4 floor 0.49660634994506836 0.49660634994506836 0.050156800804678714 -6454 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_central 0.4784940779209137 0.4784940779209137 0.04832747739764583 -6455 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 0.47503191232681274 0.47503191232681274 0.04797780174393068 -6456 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 0.41785746812820435 0.41785746812820435 0.042203233599352935 -6457 GBM_grid_1_AutoML_20190416_030706_model_62 supply_area 5.943330499301317e+19 1.0 0.17916480381714442 -6458 GBM_grid_1_AutoML_20190416_030706_model_62 room_count 5.732093644786945e+19 0.9644581679347625 0.17279695844787424 -6459 GBM_grid_1_AutoML_20190416_030706_model_62 city 4.200623920681006e+19 0.7067794599635374 0.12663000328635446 -6460 GBM_grid_1_AutoML_20190416_030706_model_62 exclusive_use_area 2.6848855691406344e+19 0.45174764712416093 0.08093727857185688 -6461 GBM_grid_1_AutoML_20190416_030706_model_62 total_household_count_in_sites 2.613583119688663e+19 0.43975059438405945 0.07878782897129266 -6462 GBM_grid_1_AutoML_20190416_030706_model_62 bathroom_count 2.138488323470839e+19 0.3598131256073063 0.06446584806026658 -6463 GBM_grid_1_AutoML_20190416_030706_model_62 heat_type_district 1.905772949112514e+19 0.3206574073806853 0.057450521485874644 -6464 GBM_grid_1_AutoML_20190416_030706_model_62 total_parking_capacity_in_site 1.8226194135805592e+19 0.3066663403280066 0.05494381470218895 -6465 GBM_grid_1_AutoML_20190416_030706_model_62 apartment_building_count_in_sites 1.7499698424822366e+19 0.2944426265185755 0.052753755415605307 -6466 GBM_grid_1_AutoML_20190416_030706_model_62 heat_fuel_cogeneration 1.2037443405286998e+19 0.20253700188307028 0.036287502208092896 -6467 GBM_grid_1_AutoML_20190416_030706_model_62 floor 9.68419605175337e+18 0.16294224345914834 0.0291935150828837 -6468 GBM_grid_1_AutoML_20190416_030706_model_62 total_household_count_of_area_type 7.959557088005325e+18 0.1339241876072857 0.023994500799029785 -6469 GBM_grid_1_AutoML_20190416_030706_model_62 front_door_structure_stairway 5.064835442164105e+18 0.08521880859157192 0.015268211122839766 -6470 GBM_grid_1_AutoML_20190416_030706_model_62 heat_type_central 2.750532515608396e+18 0.04627931285214143 0.00829162400794617 -6471 GBM_grid_1_AutoML_20190416_030706_model_62 heat_type_individual 2.119637416514945e+18 0.03566413506306143 0.006389757761881543 -6472 GBM_grid_1_AutoML_20190416_030706_model_62 front_door_structure_mixed 1.9658861085332603e+18 0.03307717968510021 0.005926266409105415 -6473 GBM_grid_1_AutoML_20190416_030706_model_62 heat_fuel_gas 1.6935957647662776e+18 0.028495735934008254 0.005105432938241742 -6474 GBM_grid_1_AutoML_20190416_030706_model_62 front_door_structure_corridor 5.3486447507800064e+17 0.008999406564061648 0.001612376911520827 -6475 GBM_grid_1_AutoML_20190416_030706_model_25 city 3.627021529173893e+21 1.0 0.2690565411348548 -6476 GBM_grid_1_AutoML_20190416_030706_model_25 supply_area 3.167757949973532e+21 0.8733772117131697 0.23498785168954925 -6477 GBM_grid_1_AutoML_20190416_030706_model_25 exclusive_use_area 2.506968983497456e+21 0.6911921981528615 0.1859697820944061 -6478 GBM_grid_1_AutoML_20190416_030706_model_25 apartment_building_count_in_sites 8.453930633143643e+20 0.23308189833295942 0.06271220936661194 -6479 GBM_grid_1_AutoML_20190416_030706_model_25 room_count 6.074758466684731e+20 0.16748614304664317 0.04506324233614732 -6480 GBM_grid_1_AutoML_20190416_030706_model_25 heat_fuel_gas 4.6503596246962694e+20 0.12821428236064142 0.03449689133604181 -6481 GBM_grid_1_AutoML_20190416_030706_model_25 bathroom_count 3.858924469992408e+20 0.10639375694225156 0.02862593624122465 -6482 GBM_grid_1_AutoML_20190416_030706_model_25 heat_fuel_cogeneration 3.7953016254753355e+20 0.10463962220648221 0.028153974816534044 -6483 GBM_grid_1_AutoML_20190416_030706_model_25 heat_type_individual 3.1632523800213245e+20 0.08721349886064231 0.02346536234371302 -6484 GBM_grid_1_AutoML_20190416_030706_model_25 total_household_count_in_sites 3.0202778692885886e+20 0.08327157269387647 0.022404761323874027 -6485 GBM_grid_1_AutoML_20190416_030706_model_25 total_parking_capacity_in_site 2.9304292975039427e+20 0.08079437284650998 0.021738254501241807 -6486 GBM_grid_1_AutoML_20190416_030706_model_25 heat_type_district 2.1547789076502938e+20 0.05940904652256299 0.01598439256948047 -6487 GBM_grid_1_AutoML_20190416_030706_model_25 floor 1.241771631872542e+20 0.03423667661976557 0.009211601791266677 -6488 GBM_grid_1_AutoML_20190416_030706_model_25 total_household_count_of_area_type 8.9800316418326e+19 0.024758694067851132 0.006661488588912073 -6489 GBM_grid_1_AutoML_20190416_030706_model_25 front_door_structure_stairway 7.617727938925114e+19 0.021002709461887762 0.005650916362275808 -6490 GBM_grid_1_AutoML_20190416_030706_model_25 front_door_structure_corridor 7.42395704652029e+19 0.020468466996420624 0.005507174932389863 -6491 GBM_grid_1_AutoML_20190416_030706_model_25 heat_type_central 2.7070974082647327e+18 0.0007463692692448158 0.00020081553399235928 -6492 GBM_grid_1_AutoML_20190416_030706_model_25 front_door_structure_mixed 1.4667212985403965e+18 0.0004043872601093889 0.00010880303748403302 -6493 DeepLearning_grid_1_AutoML_20190416_021340_model_4 city 1.0 1.0 0.09986155302774685 -6494 DeepLearning_grid_1_AutoML_20190416_021340_model_4 supply_area 0.7093148827552795 0.7093148827552795 0.07083328577763638 -6495 DeepLearning_grid_1_AutoML_20190416_021340_model_4 room_count 0.6242623925209045 0.6242623925209045 0.06233981201395443 -6496 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 0.6130431294441223 0.6130431294441223 0.061219438979280096 -6497 DeepLearning_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 0.6047936081886292 0.6047936081886292 0.06039562897497114 -6498 DeepLearning_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 0.6030193567276001 0.6030193567276001 0.06021844946861103 -6499 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 0.5589218735694885 0.5589218735694885 0.055814806315827095 -6500 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 0.556253969669342 0.556253969669342 0.05554838528902969 -6501 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 0.5511273145675659 0.5511273145675659 0.0550364295487287 -6502 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_central 0.5313650369644165 0.5313650369644165 0.053062937815912745 -6503 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 0.5224857330322266 0.5224857330322266 0.05217623673543888 -6504 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_district 0.5093684792518616 0.5093684792518616 0.050866327401472546 -6505 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 0.5021281242370605 0.5021281242370605 0.050143294305222276 -6506 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 0.4478154480457306 0.4478154480457306 0.04471954611166294 -6507 DeepLearning_grid_1_AutoML_20190416_021340_model_4 bathroom_count 0.43615829944610596 0.43615829944610596 0.0435554451486292 -6508 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 0.43472594022750854 0.43472594022750854 0.04341240753256645 -6509 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 0.41862189769744873 0.41862189769744873 0.04180423283548979 -6510 DeepLearning_grid_1_AutoML_20190416_021340_model_4 floor 0.3904584050178528 0.3904584050178528 0.038991782717819765 -6511 DeepLearning_grid_1_AutoML_20190416_030706_model_2 city 1.0 1.0 0.11371703745899911 -6512 DeepLearning_grid_1_AutoML_20190416_030706_model_2 supply_area 0.5694509744644165 0.5694509744644165 0.0647562777942336 -6513 DeepLearning_grid_1_AutoML_20190416_030706_model_2 exclusive_use_area 0.5437686443328857 0.5437686443328857 0.06183575929663193 -6514 DeepLearning_grid_1_AutoML_20190416_030706_model_2 room_count 0.48995858430862427 0.48995858430862427 0.055716638685182 -6515 DeepLearning_grid_1_AutoML_20190416_030706_model_2 total_parking_capacity_in_site 0.4712068438529968 0.4712068438529968 0.053584246313367986 -6516 DeepLearning_grid_1_AutoML_20190416_030706_model_2 heat_fuel_gas 0.47003355622291565 0.47003355622291565 0.05345082351998787 -6517 DeepLearning_grid_1_AutoML_20190416_030706_model_2 heat_type_individual 0.4685310125350952 0.4685310125350952 0.0532799587031562 -6518 DeepLearning_grid_1_AutoML_20190416_030706_model_2 apartment_building_count_in_sites 0.467190146446228 0.467190146446228 0.05312747938390099 -6519 DeepLearning_grid_1_AutoML_20190416_030706_model_2 total_household_count_in_sites 0.4524396061897278 0.4524396061897278 0.05145009164501208 -6520 DeepLearning_grid_1_AutoML_20190416_030706_model_2 front_door_structure_stairway 0.4517212212085724 0.4517212212085724 0.05136839903320005 -6521 DeepLearning_grid_1_AutoML_20190416_030706_model_2 bathroom_count 0.4499656558036804 0.4499656558036804 0.051168761336290225 -6522 DeepLearning_grid_1_AutoML_20190416_030706_model_2 floor 0.43506935238838196 0.43506935238838196 0.04947479784281211 -6523 DeepLearning_grid_1_AutoML_20190416_030706_model_2 heat_fuel_cogeneration 0.4316815435886383 0.4316815435886383 0.04908954626262774 -6524 DeepLearning_grid_1_AutoML_20190416_030706_model_2 heat_type_district 0.42859014868736267 0.42859014868736267 0.04873800199283882 -6525 DeepLearning_grid_1_AutoML_20190416_030706_model_2 front_door_structure_corridor 0.4271068274974823 0.4271068274974823 0.048569323101525466 -6526 DeepLearning_grid_1_AutoML_20190416_030706_model_2 heat_type_central 0.42482808232307434 0.42482808232307434 0.0483101909511678 -6527 DeepLearning_grid_1_AutoML_20190416_030706_model_2 total_household_count_of_area_type 0.42262595891952515 0.42262595891952515 0.04805977200159706 -6528 DeepLearning_grid_1_AutoML_20190416_030706_model_2 front_door_structure_mixed 0.3895888924598694 0.3895888924598694 0.044302894677468944 -6529 DeepLearning_grid_1_AutoML_20190416_030706_model_7 city 1.0 1.0 0.09572067782101829 -6530 DeepLearning_grid_1_AutoML_20190416_030706_model_7 exclusive_use_area 0.6705056428909302 0.6705056428909302 0.06418125462033747 -6531 DeepLearning_grid_1_AutoML_20190416_030706_model_7 supply_area 0.6597527265548706 0.6597527265548706 0.06315197818009714 -6532 DeepLearning_grid_1_AutoML_20190416_030706_model_7 apartment_building_count_in_sites 0.5922936201095581 0.5922936201095581 0.05669474678595161 -6533 DeepLearning_grid_1_AutoML_20190416_030706_model_7 bathroom_count 0.5840389132499695 0.5840389132499695 0.05590460065013798 -6534 DeepLearning_grid_1_AutoML_20190416_030706_model_7 front_door_structure_mixed 0.56913822889328 0.56913822889328 0.054478297043518614 -6535 DeepLearning_grid_1_AutoML_20190416_030706_model_7 front_door_structure_stairway 0.5675535798072815 0.5675535798072815 0.05432661335889838 -6536 DeepLearning_grid_1_AutoML_20190416_030706_model_7 room_count 0.5656985640525818 0.5656985640525818 0.05414904999348986 -6537 DeepLearning_grid_1_AutoML_20190416_030706_model_7 heat_fuel_cogeneration 0.5526762008666992 0.5526762008666992 0.0529025405625057 -6538 DeepLearning_grid_1_AutoML_20190416_030706_model_7 heat_type_individual 0.5488813519477844 0.5488813519477844 0.05253929505175882 -6539 DeepLearning_grid_1_AutoML_20190416_030706_model_7 heat_type_district 0.5438176393508911 0.5438176393508911 0.052054593049693364 -6540 DeepLearning_grid_1_AutoML_20190416_030706_model_7 front_door_structure_corridor 0.5343363285064697 0.5343363285064697 0.051147035549033576 -6541 DeepLearning_grid_1_AutoML_20190416_030706_model_7 heat_fuel_gas 0.5289936661720276 0.5289936661720276 0.05063563228901195 -6542 DeepLearning_grid_1_AutoML_20190416_030706_model_7 total_parking_capacity_in_site 0.5251638293266296 0.5251638293266296 0.05026903771022655 -6543 DeepLearning_grid_1_AutoML_20190416_030706_model_7 floor 0.514488160610199 0.514488160610199 0.049247155464497164 -6544 DeepLearning_grid_1_AutoML_20190416_030706_model_7 heat_type_central 0.5014016628265381 0.5014016628265381 0.04799450702634189 -6545 DeepLearning_grid_1_AutoML_20190416_030706_model_7 total_household_count_in_sites 0.5006611943244934 0.5006611943244934 0.04792362887942106 -6546 DeepLearning_grid_1_AutoML_20190416_030706_model_7 total_household_count_of_area_type 0.4876621961593628 0.4876621961593628 0.04667935596406059 -6547 GBM_grid_1_AutoML_20190416_021340_model_13 supply_area 1.219382936303116e+20 1.0 0.27318524758905416 -6548 GBM_grid_1_AutoML_20190416_021340_model_13 city 8.082047301288408e+19 0.6627981301584625 0.1810666712889017 -6549 GBM_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 7.0005285215939854e+19 0.5741041893548184 0.15683679511080928 -6550 GBM_grid_1_AutoML_20190416_021340_model_13 apartment_building_count_in_sites 3.5433785306476708e+19 0.2905878395666554 0.0793843108983851 -6551 GBM_grid_1_AutoML_20190416_021340_model_13 floor 2.845633069609858e+19 0.23336664675964322 0.06375232517406047 -6552 GBM_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 2.783400931380062e+19 0.2282630704853623 0.06235810342598141 -6553 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_district 2.4575056849072554e+19 0.20153682750046004 0.05505688811902567 -6554 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 1.7755494307466314e+19 0.14561048690165226 0.039778636915790595 -6555 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 1.6762011884491637e+19 0.13746306747009385 0.03755288212116844 -6556 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_individual 5.752700911617049e+18 0.04717714788643749 0.012888100825901846 -6557 GBM_grid_1_AutoML_20190416_021340_model_13 bathroom_count 4.388868612669047e+18 0.03599253755325682 0.009832630282844793 -6558 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_stairway 3.1640277776114647e+18 0.025947778039309435 0.007088550168054569 -6559 GBM_grid_1_AutoML_20190416_021340_model_13 room_count 2.8944319245273006e+18 0.023736857703639366 0.006484559348754867 -6560 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_mixed 2.56484204410726e+18 0.021033934195300957 0.005746160520915164 -6561 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_cogeneration 1.409814699855315e+18 0.011561705989830754 0.003158487513383765 -6562 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_gas 1.149436327624704e+18 0.009426377009256226 0.0025751471371414296 -6563 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_corridor 1.095290327759061e+18 0.008982332745115536 0.002453840794901656 -6564 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_central 3.573818578782126e+17 0.0029308418810723305 0.0008006627649251138 -6565 GBM_grid_1_AutoML_20190416_023844_model_55 city 6.365124252747258e+21 1.0 0.26415876407391314 -6566 GBM_grid_1_AutoML_20190416_023844_model_55 supply_area 6.218857469949426e+21 0.977020592687613 0.25808855223912197 -6567 GBM_grid_1_AutoML_20190416_023844_model_55 exclusive_use_area 5.33164046205809e+21 0.8376333674487022 0.22126819509231915 -6568 GBM_grid_1_AutoML_20190416_023844_model_55 heat_fuel_cogeneration 8.44834476223082e+20 0.13272866996405328 0.03506144141487863 -6569 GBM_grid_1_AutoML_20190416_023844_model_55 apartment_building_count_in_sites 8.445484272779998e+20 0.13268372992302285 0.0350495701091826 -6570 GBM_grid_1_AutoML_20190416_023844_model_55 total_parking_capacity_in_site 7.935767570641647e+20 0.12467576838294213 0.03293419688600345 -6571 GBM_grid_1_AutoML_20190416_023844_model_55 heat_fuel_gas 7.413719449773602e+20 0.11647407270288179 0.030767647091848357 -6572 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_individual 6.162444958804518e+20 0.09681578417176599 0.02557473788966043 -6573 GBM_grid_1_AutoML_20190416_023844_model_55 total_household_count_in_sites 5.5605874230399336e+20 0.08736023370855522 0.023076971365660153 -6574 GBM_grid_1_AutoML_20190416_023844_model_55 room_count 5.188163307385693e+20 0.08150922277984479 0.021531375550149046 -6575 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_district 4.3133193765206045e+20 0.06776488887328364 0.017900689292372676 -6576 GBM_grid_1_AutoML_20190416_023844_model_55 bathroom_count 2.2420255951189705e+20 0.03522359511130183 0.009304621350841423 -6577 GBM_grid_1_AutoML_20190416_023844_model_55 total_household_count_of_area_type 1.8784945054320427e+20 0.02951229906660917 0.0077959324464151785 -6578 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_stairway 1.8188432728363578e+20 0.02857514167223562 0.007548374107374733 -6579 GBM_grid_1_AutoML_20190416_023844_model_55 floor 1.2899492407300588e+20 0.02026589253419998 0.00535341312468901 -6580 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_corridor 1.092162404095015e+20 0.01715854020640093 0.004532578774235417 -6581 GBM_grid_1_AutoML_20190416_023844_model_55 heat_type_central 1.2756136706881618e+18 0.00020040671949767404 5.293919133461297e-05 -6582 GBM_grid_1_AutoML_20190416_023844_model_55 front_door_structure_mixed 0.0 0.0 0.0 -6583 GBM_grid_1_AutoML_20190416_021340_model_10 supply_area 6.7788414687645794e+19 1.0 0.1780259206942399 -6584 GBM_grid_1_AutoML_20190416_021340_model_10 room_count 5.549179769999432e+19 0.8186029715503512 0.14573254769329194 -6585 GBM_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 4.28488301515469e+19 0.6320966547010274 0.11252958892089944 -6586 GBM_grid_1_AutoML_20190416_021340_model_10 city 3.8593610200891e+19 0.5693245723287957 0.10135453116268824 -6587 GBM_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 3.1071376166252184e+19 0.45835820633101243 0.08159964168983885 -6588 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 2.4810537055370084e+19 0.36599966483493707 0.06515742730602288 -6589 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_district 2.296646034251999e+19 0.3387962448796659 0.06031451342245368 -6590 GBM_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.0179787704340316e+19 0.29768785414623383 0.05299615431387587 -6591 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 1.986570780981959e+19 0.29305461562062535 0.0521713177595584 -6592 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.8607818129132225e+19 0.27449849970489776 0.04886784813915196 -6593 GBM_grid_1_AutoML_20190416_021340_model_10 floor 1.6178569233351836e+19 0.2386627465459865 0.04248815518926526 -6594 GBM_grid_1_AutoML_20190416_021340_model_10 bathroom_count 8.344884786250121e+18 0.12310193157195853 0.021915334707337236 -6595 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 4.801151113346679e+18 0.07082554055098256 0.012608782065255892 -6596 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 3.8188422024113684e+18 0.05633473241715062 0.01002904260562688 -6597 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_central 1.7491138177044316e+18 0.025802547909756644 0.004593522347891662 -6598 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 1.6815261507502735e+18 0.024805509296807998 0.004416023630853771 -6599 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 1.123964835097215e+18 0.016580485622450375 0.0029517562184943353 -6600 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 8.559486366247813e+17 0.012626768756413697 0.002247892133253811 -6601 DeepLearning_grid_1_AutoML_20190416_021340_model_7 city 1.0 1.0 0.11043662754183926 -6602 DeepLearning_grid_1_AutoML_20190416_021340_model_7 supply_area 0.5974629521369934 0.5974629521369934 0.06598179351520088 -6603 DeepLearning_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 0.5553152561187744 0.5553152561187744 0.06132714410829017 -6604 DeepLearning_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 0.5236496925354004 0.5236496925354004 0.05783010605693066 -6605 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 0.5180709362030029 0.5180709362030029 0.057214007021703005 -6606 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 0.5120643973350525 0.5120643973350525 0.05655066512592758 -6607 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 0.4818808436393738 0.4818808436393738 0.053217295248548804 -6608 DeepLearning_grid_1_AutoML_20190416_021340_model_7 bathroom_count 0.48013532161712646 0.48013532161712646 0.0530245256831118 -6609 DeepLearning_grid_1_AutoML_20190416_021340_model_7 floor 0.4776095151901245 0.4776095151901245 0.0527455841394902 -6610 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 0.4589800536632538 0.4589800536632538 0.05068820923554216 -6611 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 0.4482848048210144 0.4482848048210144 0.04950706202268448 -6612 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_district 0.44772404432296753 0.44772404432296753 0.0494451335244215 -6613 DeepLearning_grid_1_AutoML_20190416_021340_model_7 room_count 0.4409758150577545 0.4409758150577545 0.04869988184249223 -6614 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 0.43091046810150146 0.43091046810150146 0.047588298869605125 -6615 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 0.42951688170433044 0.42951688170433044 0.04743439588771338 -6616 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_central 0.42851996421813965 0.42851996421813965 0.047324299682600976 -6617 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 0.41270434856414795 0.41270434856414795 0.04557767642727621 -6618 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 0.41116154193878174 0.41116154193878174 0.04540729406662156 -6619 GBM_grid_1_AutoML_20190416_022142_model_12 supply_area 7.05545458097907e+21 1.0 0.30481502853151443 -6620 GBM_grid_1_AutoML_20190416_022142_model_12 city 6.335465797401209e+21 0.8979528852019129 0.2737095343227768 -6621 GBM_grid_1_AutoML_20190416_022142_model_12 exclusive_use_area 4.4168073812517186e+21 0.6260131548658922 0.19081821766155027 -6622 GBM_grid_1_AutoML_20190416_022142_model_12 apartment_building_count_in_sites 9.195974669996644e+20 0.13033851418714026 0.03972913792070836 -6623 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_cogeneration 8.930198256424583e+20 0.12657155047811758 0.03858091077026543 -6624 GBM_grid_1_AutoML_20190416_022142_model_12 heat_fuel_gas 7.194664363898301e+20 0.10197308027883177 0.03108292737463852 -6625 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_individual 6.168031533404783e+20 0.08742217050100913 0.02664759139555202 -6626 GBM_grid_1_AutoML_20190416_022142_model_12 total_parking_capacity_in_site 5.2908731745436906e+20 0.07498982686115581 0.022858026214256536 -6627 GBM_grid_1_AutoML_20190416_022142_model_12 room_count 4.1576394371828705e+20 0.05892801646532496 0.01796214502018358 -6628 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_in_sites 3.7904155717233594e+20 0.05372319427782882 0.016375636996600485 -6629 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_district 3.292788571678452e+20 0.04667011223565298 0.014225751592679546 -6630 GBM_grid_1_AutoML_20190416_022142_model_12 bathroom_count 1.803690243387e+20 0.02556447954820093 0.007792437562878184 -6631 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_stairway 1.016979734128157e+20 0.01441409228074193 0.004393631949810233 -6632 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_corridor 9.720269488944421e+19 0.013776957072545651 0.004199423563145452 -6633 GBM_grid_1_AutoML_20190416_022142_model_12 total_household_count_of_area_type 9.261288475436306e+19 0.013126423491413273 0.004001131151051878 -6634 GBM_grid_1_AutoML_20190416_022142_model_12 floor 6.438667084684172e+19 0.00912580048639572 0.00278168113563362 -6635 GBM_grid_1_AutoML_20190416_022142_model_12 heat_type_central 6.200262204944548e+17 8.787898970620474e-05 2.6786836754617462e-05 -6636 GBM_grid_1_AutoML_20190416_022142_model_12 front_door_structure_mixed 0.0 0.0 0.0 -6637 GBM_grid_1_AutoML_20190416_030706_model_32 exclusive_use_area 8.805631505481282e+19 1.0 0.21719949483081868 -6638 GBM_grid_1_AutoML_20190416_030706_model_32 supply_area 8.232611784768147e+19 0.9349257664988087 0.20306540418785718 -6639 GBM_grid_1_AutoML_20190416_030706_model_32 apartment_building_count_in_sites 5.610155606243331e+19 0.6371099679507543 0.13837996319058288 -6640 GBM_grid_1_AutoML_20190416_030706_model_32 city 4.516641154689873e+19 0.512926432576514 0.11140736204099282 -6641 GBM_grid_1_AutoML_20190416_030706_model_32 heat_fuel_gas 3.0092320435345555e+19 0.3417394926941225 0.07422564517690365 -6642 GBM_grid_1_AutoML_20190416_030706_model_32 total_parking_capacity_in_site 2.485752138624821e+19 0.28229118344067694 0.06131350243850899 -6643 GBM_grid_1_AutoML_20190416_030706_model_32 total_household_count_in_sites 1.9388143730388107e+19 0.22017891298675715 0.04782274867312244 -6644 GBM_grid_1_AutoML_20190416_030706_model_32 floor 1.4675110227670467e+19 0.16665596577071823 0.03619759157594221 -6645 GBM_grid_1_AutoML_20190416_030706_model_32 room_count 1.3020807022751252e+19 0.14786908826069012 0.03211709127131563 -6646 GBM_grid_1_AutoML_20190416_030706_model_32 total_household_count_of_area_type 1.1783673922573042e+19 0.13381974836487312 0.029065581743237718 -6647 GBM_grid_1_AutoML_20190416_030706_model_32 bathroom_count 4.0558853644877824e+18 0.04606013051946469 0.010004237080669305 -6648 GBM_grid_1_AutoML_20190416_030706_model_32 front_door_structure_stairway 3.410253785925157e+18 0.038728100123226375 0.008411723782522135 -6649 GBM_grid_1_AutoML_20190416_030706_model_32 front_door_structure_mixed 3.0004174237414195e+18 0.034073847195101634 0.0074008223977185825 -6650 GBM_grid_1_AutoML_20190416_030706_model_32 heat_type_individual 2.801432757148844e+18 0.03181410391071922 0.006910007297903386 -6651 GBM_grid_1_AutoML_20190416_030706_model_32 front_door_structure_corridor 2.320332373444526e+18 0.026350550463077837 0.005723326249094502 -6652 GBM_grid_1_AutoML_20190416_030706_model_32 heat_fuel_cogeneration 1.767776790635348e+18 0.02007552541274242 0.004360393978110917 -6653 GBM_grid_1_AutoML_20190416_030706_model_32 heat_type_district 1.3254816082490819e+18 0.015052658147504845 0.003269429745499059 -6654 GBM_grid_1_AutoML_20190416_030706_model_32 heat_type_central 1.2672007574682337e+18 0.014390799304733946 0.0031256743391999096 -6655 XGBoost_grid_1_AutoML_20190416_022142_model_15 exclusive_use_area 6.099160939790661e+20 1.0 0.24722591208239844 -6656 XGBoost_grid_1_AutoML_20190416_022142_model_15 city 4.772963439520734e+20 0.7825606647599882 0.19346927410509615 -6657 XGBoost_grid_1_AutoML_20190416_022142_model_15 supply_area 4.5036647184588603e+20 0.738407260099852 0.18255340836645073 -6658 XGBoost_grid_1_AutoML_20190416_022142_model_15 apartment_building_count_in_sites 1.8255253128616083e+20 0.2993076147494257 0.0739965980496339 -6659 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_parking_capacity_in_site 1.2498497877822774e+20 0.20492159497354984 0.050661928222715695 -6660 XGBoost_grid_1_AutoML_20190416_022142_model_15 floor 1.0386239283841833e+20 0.17028964125347898 0.042100011877075766 -6661 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_in_sites 9.84974270057551e+19 0.16149340536853546 0.03992535443752868 -6662 XGBoost_grid_1_AutoML_20190416_022142_model_15 room_count 7.617532665660021e+19 0.12489476406440711 0.03087722196013901 -6663 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_cogeneration 7.14632640226499e+19 0.11716900853759517 0.028967215003497297 -6664 XGBoost_grid_1_AutoML_20190416_022142_model_15 bathroom_count 5.9041804086734225e+19 0.09680315812220672 0.02393224905921919 -6665 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_district 4.748014025350683e+19 0.07784700341935308 0.019245796423231154 -6666 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_individual 4.330693507419e+19 0.07100474229439895 0.017554212175908433 -6667 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_fuel_gas 4.078792314862961e+19 0.0668746464493681 0.016533145463632954 -6668 XGBoost_grid_1_AutoML_20190416_022142_model_15 total_household_count_of_area_type 3.206489927115709e+19 0.0525726400527769 0.012997318887627401 -6669 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_stairway 1.610697013566269e+19 0.02640850158680273 0.006528865891526772 -6670 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_mixed 1.591435768870889e+19 0.02609270003826971 0.006450791565653662 -6671 XGBoost_grid_1_AutoML_20190416_022142_model_15 heat_type_central 1.0014194675621036e+19 0.01641897102647163 0.004059195087473924 -6672 XGBoost_grid_1_AutoML_20190416_022142_model_15 front_door_structure_corridor 7.207459248769335e+18 0.01181713242185197 0.0029215013411908355 -6673 DeepLearning_grid_1_AutoML_20190416_021340_model_5 supply_area 1.0 1.0 0.0665087077774199 -6674 DeepLearning_grid_1_AutoML_20190416_021340_model_5 room_count 0.9186531901359558 0.9186531901359558 0.06109843657154686 -6675 DeepLearning_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 0.9114259481430054 0.9114259481430054 0.060617762045801014 -6676 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 0.8867244124412537 0.8867244124412537 0.05897489482615971 -6677 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 0.8809428215026855 0.8809428215026855 0.0585903686839379 -6678 DeepLearning_grid_1_AutoML_20190416_021340_model_5 city 0.8709022402763367 0.8709022402763367 0.05792258260123922 -6679 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_central 0.8575815558433533 0.8575815558433533 0.057036641092890694 -6680 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 0.8467792868614197 0.8467792868614197 0.05631819614183819 -6681 DeepLearning_grid_1_AutoML_20190416_021340_model_5 floor 0.845142662525177 0.845142662525177 0.05620934637211761 -6682 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_district 0.823436975479126 0.823436975479126 0.05476572917526367 -6683 DeepLearning_grid_1_AutoML_20190416_021340_model_5 bathroom_count 0.812926709651947 0.812926709651947 0.054066704976700825 -6684 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 0.8029020428657532 0.8029020428657532 0.05339997734285185 -6685 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 0.7853900194168091 0.7853900194168091 0.052235275292694706 -6686 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 0.7751805186271667 0.7751805186271667 0.051556254588123046 -6687 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 0.774206280708313 0.774206280708313 0.05149145928307232 -6688 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 0.7656461000442505 0.7656461000442505 0.050922132728764266 -6689 DeepLearning_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 0.7428159117698669 0.7428159117698669 0.04940372640831981 -6690 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 0.7349684834480286 0.7349684834480286 0.04888180409125841 -6691 DeepLearning_grid_1_AutoML_20190416_023844_model_4 city 1.0 1.0 0.0713738285363374 -6692 DeepLearning_grid_1_AutoML_20190416_023844_model_4 supply_area 0.8275715112686157 0.8275715112686157 0.059066947146843796 -6693 DeepLearning_grid_1_AutoML_20190416_023844_model_4 exclusive_use_area 0.7978726029396057 0.7978726029396057 0.05694722235605263 -6694 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_parking_capacity_in_site 0.7921780347824097 0.7921780347824097 0.05654077922481243 -6695 DeepLearning_grid_1_AutoML_20190416_023844_model_4 floor 0.7908015847206116 0.7908015847206116 0.056442536714112826 -6696 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_household_count_of_area_type 0.7853649854660034 0.7853649854660034 0.05605450581109364 -6697 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_individual 0.7794594168663025 0.7794594168663025 0.05563300277044901 -6698 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_fuel_gas 0.77838534116745 0.77838534116745 0.05555634187568406 -6699 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_fuel_cogeneration 0.7777425050735474 0.7777425050735474 0.05551046020254089 -6700 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_corridor 0.7705813050270081 0.7705813050270081 0.05499933793830478 -6701 DeepLearning_grid_1_AutoML_20190416_023844_model_4 room_count 0.7677832245826721 0.7677832245826721 0.05479962822443987 -6702 DeepLearning_grid_1_AutoML_20190416_023844_model_4 bathroom_count 0.7462661266326904 0.7462661266326904 0.0532638705647583 -6703 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_district 0.7437387108802795 0.7437387108802795 0.05308347922620569 -6704 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_stairway 0.740117609500885 0.740117609500885 0.05282502735724009 -6705 DeepLearning_grid_1_AutoML_20190416_023844_model_4 front_door_structure_mixed 0.7378726601600647 0.7378726601600647 0.052664796727915617 -6706 DeepLearning_grid_1_AutoML_20190416_023844_model_4 apartment_building_count_in_sites 0.7317433953285217 0.7317433953285217 0.05222732763077526 -6707 DeepLearning_grid_1_AutoML_20190416_023844_model_4 total_household_count_in_sites 0.725957989692688 0.725957989692688 0.05181440108091011 -6708 DeepLearning_grid_1_AutoML_20190416_023844_model_4 heat_type_central 0.7173008322715759 0.7173008322715759 0.05119650661152358 -6709 DeepLearning_grid_1_AutoML_20190416_022142_model_6 city 1.0 1.0 0.12702490707017725 -6710 DeepLearning_grid_1_AutoML_20190416_022142_model_6 supply_area 0.6145082116127014 0.6145082116127014 0.0780578484739642 -6711 DeepLearning_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 0.5621442794799805 0.5621442794799805 0.07140632486097626 -6712 DeepLearning_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 0.48283886909484863 0.48283886909484863 0.06133256247664262 -6713 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 0.463399738073349 0.463399738073349 0.05886330866511163 -6714 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 0.4178721308708191 0.4178721308708191 0.053080168591082735 -6715 DeepLearning_grid_1_AutoML_20190416_022142_model_6 room_count 0.3930974304676056 0.3930974304676056 0.049933164574673054 -6716 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_district 0.3909040093421936 0.3909040093421936 0.04965454546005184 -6717 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 0.3756101727485657 0.3756101727485657 0.04771184728799977 -6718 DeepLearning_grid_1_AutoML_20190416_022142_model_6 bathroom_count 0.37515878677368164 0.37515878677368164 0.047654510026487344 -6719 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 0.37384381890296936 0.37384381890296936 0.04748747635490985 -6720 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 0.3726748824119568 0.3726748824119568 0.04733899230576804 -6721 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 0.3706105351448059 0.3706105351448059 0.047076768785997626 -6722 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 0.3529074192047119 0.3529074192047119 0.04482803212885461 -6723 DeepLearning_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 0.3523550033569336 0.3523550033569336 0.04475786155712648 -6724 DeepLearning_grid_1_AutoML_20190416_022142_model_6 floor 0.3486396074295044 0.3486396074295044 0.04428591373471587 -6725 DeepLearning_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 0.32672083377838135 0.32672083377838135 0.04150168354858971 -6726 DeepLearning_grid_1_AutoML_20190416_022142_model_6 heat_type_central 0.2991860806941986 0.2991860806941986 0.03800408409687112 -6727 GBM_grid_1_AutoML_20190416_022142_model_42 supply_area 6.335561498893291e+21 1.0 0.28873369189332454 -6728 GBM_grid_1_AutoML_20190416_022142_model_42 city 4.761041707619643e+21 0.7514790454565569 0.2169773191751431 -6729 GBM_grid_1_AutoML_20190416_022142_model_42 exclusive_use_area 3.395841345726827e+21 0.5359969035609582 0.1547603648085457 -6730 GBM_grid_1_AutoML_20190416_022142_model_42 apartment_building_count_in_sites 1.0754945642819307e+21 0.16975520866931848 0.049014048117214014 -6731 GBM_grid_1_AutoML_20190416_022142_model_42 total_parking_capacity_in_site 8.978916649081105e+20 0.1417225079521296 0.04092006294539942 -6732 GBM_grid_1_AutoML_20190416_022142_model_42 room_count 8.878274567470768e+20 0.14013398132149207 0.04046140178666459 -6733 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_in_sites 6.803338148026778e+20 0.10738334951393336 0.031005190953029213 -6734 GBM_grid_1_AutoML_20190416_022142_model_42 bathroom_count 6.694448145911377e+20 0.1056646383604796 0.030508941136394276 -6735 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_cogeneration 6.450115903440017e+20 0.10180811763198473 0.029395433668592822 -6736 GBM_grid_1_AutoML_20190416_022142_model_42 heat_fuel_gas 6.090013003047565e+20 0.0961242820247484 0.02775431882960074 -6737 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_individual 5.8511262458443937e+20 0.09235371240365169 0.026665628342360668 -6738 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_district 5.500866173543792e+20 0.08682523521403264 0.025069370712853933 -6739 GBM_grid_1_AutoML_20190416_022142_model_42 floor 2.6454747623155617e+20 0.0417559637417722 0.012056353569725684 -6740 GBM_grid_1_AutoML_20190416_022142_model_42 total_household_count_of_area_type 2.416173987287993e+20 0.038136698502730264 0.011011349755315931 -6741 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_stairway 1.496638163308228e+20 0.02362281801809775 0.00682070345928951 -6742 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_corridor 1.4945248139987124e+20 0.02358946108028119 0.006811072187483479 -6743 GBM_grid_1_AutoML_20190416_022142_model_42 heat_type_central 4.365437195247419e+19 0.0068903714311825135 0.0019894823818416172 -6744 GBM_grid_1_AutoML_20190416_022142_model_42 front_door_structure_mixed 9.93258809797378e+17 0.00015677518243187798 4.52662772208056e-05 -6745 GBM_grid_1_AutoML_20190416_030706_model_48 supply_area 1.5352507246915355e+20 1.0 0.38048672932163563 -6746 GBM_grid_1_AutoML_20190416_030706_model_48 city 5.8400379789415285e+19 0.3803963668615051 0.1447357694729671 -6747 GBM_grid_1_AutoML_20190416_030706_model_48 exclusive_use_area 3.6508659077697503e+19 0.2378025848841913 0.09048072774681656 -6748 GBM_grid_1_AutoML_20190416_030706_model_48 apartment_building_count_in_sites 2.8734641278344495e+19 0.1871657887288599 0.07121409879434815 -6749 GBM_grid_1_AutoML_20190416_030706_model_48 total_parking_capacity_in_site 2.3013543629444612e+19 0.14990088106988858 0.0570352959607134 -6750 GBM_grid_1_AutoML_20190416_030706_model_48 floor 2.2023239894585836e+19 0.14345044454553685 0.05458099046486598 -6751 GBM_grid_1_AutoML_20190416_030706_model_48 heat_fuel_cogeneration 1.9637528360730493e+19 0.1279108880712373 0.04866839544685089 -6752 GBM_grid_1_AutoML_20190416_030706_model_48 total_household_count_of_area_type 1.8351925489465033e+19 0.11953699284624877 0.045482239441012956 -6753 GBM_grid_1_AutoML_20190416_030706_model_48 total_household_count_in_sites 1.4159884576452772e+19 0.09223174005860049 0.03509295311454018 -6754 GBM_grid_1_AutoML_20190416_030706_model_48 room_count 1.1500499100885844e+19 0.07490958262336296 0.028502102087212204 -6755 GBM_grid_1_AutoML_20190416_030706_model_48 heat_type_individual 6.262480681742369e+18 0.04079125696553984 0.015520531947736643 -6756 GBM_grid_1_AutoML_20190416_030706_model_48 bathroom_count 4.165917616247931e+18 0.027135096237032894 0.010324544017056469 -6757 GBM_grid_1_AutoML_20190416_030706_model_48 front_door_structure_corridor 2.469671066386039e+18 0.016086434786619287 0.006120674958406557 -6758 GBM_grid_1_AutoML_20190416_030706_model_48 front_door_structure_stairway 1.2611774953323233e+18 0.008214798241412462 0.003125621714912152 -6759 GBM_grid_1_AutoML_20190416_030706_model_48 heat_type_district 1.254994941449339e+18 0.008174527595168497 0.003110299268435117 -6760 GBM_grid_1_AutoML_20190416_030706_model_48 front_door_structure_mixed 1.170879415706452e+18 0.00762663320638853 0.002901832724434551 -6761 GBM_grid_1_AutoML_20190416_030706_model_48 heat_type_central 1.0560284855180984e+18 0.006878540869800123 0.002617193518055448 -6762 GBM_grid_1_AutoML_20190416_030706_model_48 heat_fuel_gas 0.0 0.0 0.0 -6763 DeepLearning_grid_1_AutoML_20190416_030706_model_4 city 1.0 1.0 0.10042920165711856 -6764 DeepLearning_grid_1_AutoML_20190416_030706_model_4 supply_area 0.6333137154579163 0.6333137154579163 0.06360319084194208 -6765 DeepLearning_grid_1_AutoML_20190416_030706_model_4 total_parking_capacity_in_site 0.5816704630851746 0.5816704630851746 0.05841670023517053 -6766 DeepLearning_grid_1_AutoML_20190416_030706_model_4 bathroom_count 0.5515604615211487 0.5515604615211487 0.05539277681620082 -6767 DeepLearning_grid_1_AutoML_20190416_030706_model_4 apartment_building_count_in_sites 0.5462040305137634 0.5462040305137634 0.05485483472639768 -6768 DeepLearning_grid_1_AutoML_20190416_030706_model_4 exclusive_use_area 0.5453557372093201 0.5453557372093201 0.054769641307061356 -6769 DeepLearning_grid_1_AutoML_20190416_030706_model_4 room_count 0.5294492244720459 0.5294492244720459 0.05317216293170813 -6770 DeepLearning_grid_1_AutoML_20190416_030706_model_4 total_household_count_in_sites 0.5235736966133118 0.5235736966133118 0.0525820883595413 -6771 DeepLearning_grid_1_AutoML_20190416_030706_model_4 front_door_structure_stairway 0.5230100154876709 0.5230100154876709 0.052525478314104 -6772 DeepLearning_grid_1_AutoML_20190416_030706_model_4 front_door_structure_corridor 0.5204505324363708 0.5204505324363708 0.05226843147460701 -6773 DeepLearning_grid_1_AutoML_20190416_030706_model_4 floor 0.5164749622344971 0.5164749622344971 0.051869168133100996 -6774 DeepLearning_grid_1_AutoML_20190416_030706_model_4 heat_fuel_gas 0.5100788474082947 0.5100788474082947 0.05122681142739823 -6775 DeepLearning_grid_1_AutoML_20190416_030706_model_4 heat_type_district 0.5095481872558594 0.5095481872558594 0.05117351765193791 -6776 DeepLearning_grid_1_AutoML_20190416_030706_model_4 heat_fuel_cogeneration 0.5042538642883301 0.5042538642883301 0.050641813022993996 -6777 DeepLearning_grid_1_AutoML_20190416_030706_model_4 heat_type_individual 0.5005266666412354 0.5005266666412354 0.05026749353887798 -6778 DeepLearning_grid_1_AutoML_20190416_030706_model_4 total_household_count_of_area_type 0.4938575029373169 0.4938575029373169 0.04959771475237282 -6779 DeepLearning_grid_1_AutoML_20190416_030706_model_4 heat_type_central 0.4845760464668274 0.4845760464668274 0.04866558548882626 -6780 DeepLearning_grid_1_AutoML_20190416_030706_model_4 front_door_structure_mixed 0.48335930705070496 0.48335930705070496 0.04854338932064033 -6781 GBM_grid_1_AutoML_20190416_022142_model_3 exclusive_use_area 1.4074094521988573e+20 1.0 0.31697497307922845 -6782 GBM_grid_1_AutoML_20190416_022142_model_3 city 7.374965887019149e+19 0.5240099727550442 0.16609804700727737 -6783 GBM_grid_1_AutoML_20190416_022142_model_3 apartment_building_count_in_sites 6.745009056173261e+19 0.47924994717317254 0.15191023910343804 -6784 GBM_grid_1_AutoML_20190416_022142_model_3 supply_area 3.7604353201101865e+19 0.26718843718401164 0.08469204768348322 -6785 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_of_area_type 3.114892692038248e+19 0.2213210013029055 0.07015321842985635 -6786 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_cogeneration 2.018866076317647e+19 0.1434455391189454 0.045468645900563126 -6787 GBM_grid_1_AutoML_20190416_022142_model_3 floor 1.437103259042762e+19 0.10210982005254496 0.0323662574622803 -6788 GBM_grid_1_AutoML_20190416_022142_model_3 total_parking_capacity_in_site 1.291491085885689e+19 0.09176370699144702 0.029086798553264126 -6789 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_district 1.1221904844639961e+19 0.07973447120955092 0.025273831865133916 -6790 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_stairway 1.1148293640671986e+19 0.07921144499388234 0.025108045644502638 -6791 GBM_grid_1_AutoML_20190416_022142_model_3 total_household_count_in_sites 1.0348761770302112e+19 0.07353056890540126 0.023307350099289918 -6792 GBM_grid_1_AutoML_20190416_022142_model_3 room_count 5.113326103972282e+18 0.03633147479565033 0.01151616824527993 -6793 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_individual 4.341809515000234e+18 0.030849654364739666 0.009778568361766857 -6794 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_corridor 1.4690519883133747e+18 0.010437985804473677 0.0033085802693744127 -6795 GBM_grid_1_AutoML_20190416_022142_model_3 heat_type_central 8.603365813728051e+17 0.006112908933705566 0.0019376391446970969 -6796 GBM_grid_1_AutoML_20190416_022142_model_3 heat_fuel_gas 5.147528955774894e+17 0.003657449470538005 0.0011593199474624226 -6797 GBM_grid_1_AutoML_20190416_022142_model_3 front_door_structure_mixed 5.061138952790999e+17 0.0035960671891777907 0.001139863300480727 -6798 GBM_grid_1_AutoML_20190416_022142_model_3 bathroom_count 3.198694417162568e+17 0.0022727532575293617 0.0007204059026210982 -6799 GBM_grid_1_AutoML_20190416_023844_model_65 exclusive_use_area 9.990967492484268e+19 1.0 0.28863393156091977 -6800 GBM_grid_1_AutoML_20190416_023844_model_65 city 8.07007493907588e+19 0.8077370830349129 0.233140329943916 -6801 GBM_grid_1_AutoML_20190416_023844_model_65 supply_area 2.780754846696656e+19 0.27832688363649327 0.08033458268309968 -6802 GBM_grid_1_AutoML_20190416_023844_model_65 apartment_building_count_in_sites 2.5512093643612094e+19 0.2553515829453317 0.07370313131581539 -6803 GBM_grid_1_AutoML_20190416_023844_model_65 total_household_count_of_area_type 2.252869638499074e+19 0.22549063843854975 0.06508424950270046 -6804 GBM_grid_1_AutoML_20190416_023844_model_65 floor 2.0079041652910457e+19 0.2009719445890998 0.05800732250019519 -6805 GBM_grid_1_AutoML_20190416_023844_model_65 total_household_count_in_sites 1.8084541853775954e+19 0.1810089149762533 0.05224531477717223 -6806 GBM_grid_1_AutoML_20190416_023844_model_65 total_parking_capacity_in_site 1.6839101943249895e+19 0.16854325625538422 0.04864730269107113 -6807 GBM_grid_1_AutoML_20190416_023844_model_65 heat_fuel_gas 1.3299390283880858e+19 0.13311413828425886 0.03842125707932958 -6808 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_district 5.242352693980168e+18 0.05247092133893681 0.015144888318681092 -6809 GBM_grid_1_AutoML_20190416_023844_model_65 room_count 4.796983414521594e+18 0.048013202106103714 0.013858239290713746 -6810 GBM_grid_1_AutoML_20190416_023844_model_65 bathroom_count 2.546347433894347e+18 0.02548649503473856 0.007356267263584451 -6811 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_stairway 2.276744433984602e+18 0.02278802764294138 0.00657739801110109 -6812 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_central 2.0758100583980728e+18 0.020776867304989295 0.005996908895758592 -6813 GBM_grid_1_AutoML_20190416_023844_model_65 heat_type_individual 1.5543683181927465e+18 0.015557735718407894 0.0044904904265898205 -6814 GBM_grid_1_AutoML_20190416_023844_model_65 heat_fuel_cogeneration 1.3616110105819873e+18 0.013628419986415358 0.003933624441642481 -6815 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_mixed 8.730912598523904e+17 0.008738805931549428 0.0025223159131709974 -6816 GBM_grid_1_AutoML_20190416_023844_model_65 front_door_structure_corridor 6.585251391046943e+17 0.006591204901828292 0.001902445384538306 -6817 GBM_grid_1_AutoML_20190416_030706_model_60 supply_area 4.5418577062050084e+21 1.0 0.24047690787529313 -6818 GBM_grid_1_AutoML_20190416_030706_model_60 city 4.474120753059589e+21 0.9850860688451604 0.2368904518269123 -6819 GBM_grid_1_AutoML_20190416_030706_model_60 exclusive_use_area 3.488336837823716e+21 0.76804185940436 0.18469633146835113 -6820 GBM_grid_1_AutoML_20190416_030706_model_60 apartment_building_count_in_sites 1.1025675312294034e+21 0.24275695157140095 0.05837744107912279 -6821 GBM_grid_1_AutoML_20190416_030706_model_60 room_count 8.721338897893184e+20 0.192021403179986 0.046176713282598016 -6822 GBM_grid_1_AutoML_20190416_030706_model_60 heat_fuel_cogeneration 6.907797734008753e+20 0.15209190117452243 0.03657459010732382 -6823 GBM_grid_1_AutoML_20190416_030706_model_60 total_parking_capacity_in_site 6.397145127572839e+20 0.14084864699378777 0.03387084710748479 -6824 GBM_grid_1_AutoML_20190416_030706_model_60 bathroom_count 5.456787544034624e+20 0.12014439678679617 0.028891953037831045 -6825 GBM_grid_1_AutoML_20190416_030706_model_60 total_household_count_in_sites 5.410748089468946e+20 0.1191307266644852 0.028648188781212135 -6826 GBM_grid_1_AutoML_20190416_030706_model_60 heat_type_individual 4.899144449455471e+20 0.10786653317567266 0.025939410361313486 -6827 GBM_grid_1_AutoML_20190416_030706_model_60 heat_fuel_gas 4.7814748909727436e+20 0.10527575279252747 0.025316387505790766 -6828 GBM_grid_1_AutoML_20190416_030706_model_60 heat_type_district 4.425175069359373e+20 0.09743094908750168 0.023429893367917516 -6829 GBM_grid_1_AutoML_20190416_030706_model_60 total_household_count_of_area_type 2.1576844330973895e+20 0.04750664976028637 0.011424252237868202 -6830 GBM_grid_1_AutoML_20190416_030706_model_60 front_door_structure_corridor 1.4616987624100646e+20 0.032182839202846814 0.007739229658148367 -6831 GBM_grid_1_AutoML_20190416_030706_model_60 floor 1.1708942096354037e+20 0.025780072502838387 0.006199512120283445 -6832 GBM_grid_1_AutoML_20190416_030706_model_60 front_door_structure_stairway 9.63903756988433e+19 0.02122267625583171 0.005103563562840813 -6833 GBM_grid_1_AutoML_20190416_030706_model_60 heat_type_central 4.614566738892161e+18 0.0010160086549140055 0.0002443266197082558 -6834 GBM_grid_1_AutoML_20190416_030706_model_60 front_door_structure_mixed 0.0 0.0 0.0 -6835 XGBoost_grid_1_AutoML_20190416_022142_model_10 supply_area 7.505464107370115e+20 1.0 0.23939299000041214 -6836 XGBoost_grid_1_AutoML_20190416_022142_model_10 exclusive_use_area 6.73700012551561e+20 0.8976127297577908 0.21488219523914948 -6837 XGBoost_grid_1_AutoML_20190416_022142_model_10 city 6.444489922343013e+20 0.8586397629980989 0.20555234019736013 -6838 XGBoost_grid_1_AutoML_20190416_022142_model_10 apartment_building_count_in_sites 1.9530670783868803e+20 0.26021936158072273 0.062294691024807586 -6839 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_parking_capacity_in_site 1.5294922744336168e+20 0.20378383702237765 0.04878442205854367 -6840 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_gas 1.1759538982636382e+20 0.15667970447142512 0.0375080229257954 -6841 XGBoost_grid_1_AutoML_20190416_022142_model_10 floor 1.0501493611102523e+20 0.13991797790079905 0.033495383084483875 -6842 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_in_sites 1.0112559404767458e+20 0.13473596382717043 0.0322548452411737 -6843 XGBoost_grid_1_AutoML_20190416_022142_model_10 bathroom_count 7.46621875505479e+19 0.09947710958637739 0.02381412270048154 -6844 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_fuel_cogeneration 6.6917654255005336e+19 0.08915858273080599 0.021343939704126756 -6845 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_district 5.727894829782794e+19 0.07631633098022803 0.01826959465921787 -6846 XGBoost_grid_1_AutoML_20190416_022142_model_10 room_count 5.48265755730038e+19 0.07304888117333867 0.01748739008027036 -6847 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_individual 4.747480542308886e+19 0.06325365726080841 0.015142482140126205 -6848 XGBoost_grid_1_AutoML_20190416_022142_model_10 total_household_count_of_area_type 2.907656960337353e+19 0.03874053514535005 0.0092742125426614 -6849 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_stairway 2.453187902744979e+19 0.03268535919499009 0.007824645866926142 -6850 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_mixed 1.6412731125207663e+19 0.02186770983168237 0.005234976441067852 -6851 XGBoost_grid_1_AutoML_20190416_022142_model_10 heat_type_central 1.5556118108681798e+19 0.020726390648389364 0.004961752629234511 -6852 XGBoost_grid_1_AutoML_20190416_022142_model_10 front_door_structure_corridor 7.781561548631179e+18 0.010367861916746688 0.002481993464161394 -6853 GBM_grid_1_AutoML_20190416_022142_model_5 supply_area 6.757654759306638e+19 1.0 0.17261283780291298 -6854 GBM_grid_1_AutoML_20190416_022142_model_5 apartment_building_count_in_sites 6.086835238521432e+19 0.9007319040882705 0.1554778900642976 -6855 GBM_grid_1_AutoML_20190416_022142_model_5 exclusive_use_area 5.423910651028308e+19 0.802632103032269 0.13854460501611995 -6856 GBM_grid_1_AutoML_20190416_022142_model_5 room_count 3.804024359081738e+19 0.5629207905069193 0.0971673551076584 -6857 GBM_grid_1_AutoML_20190416_022142_model_5 city 3.0460735995487715e+19 0.4507589848909817 0.07780678754719272 -6858 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_in_sites 2.7998058647688053e+19 0.41431620354871107 0.07151629564227234 -6859 GBM_grid_1_AutoML_20190416_022142_model_5 total_parking_capacity_in_site 2.599378968774076e+19 0.3846569647841528 0.06639673027204777 -6860 GBM_grid_1_AutoML_20190416_022142_model_5 floor 2.543594146827233e+19 0.37640190826916636 0.06497180154077255 -6861 GBM_grid_1_AutoML_20190416_022142_model_5 total_household_count_of_area_type 2.108500903041853e+19 0.3120166652695637 0.05385808203398098 -6862 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_gas 1.2558506363736556e+19 0.18584119507497757 0.032078576062576615 -6863 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_district 1.1211537549501661e+19 0.16590870573938596 0.028637972513883846 -6864 GBM_grid_1_AutoML_20190416_022142_model_5 bathroom_count 5.072979524791042e+18 0.0750701198193728 0.012958066416226639 -6865 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_individual 3.92498218300919e+18 0.058082016954235594 0.010025701771787509 -6866 GBM_grid_1_AutoML_20190416_022142_model_5 heat_fuel_cogeneration 2.9533882877644636e+18 0.043704338161061854 0.007543929834279029 -6867 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_corridor 1.2239026767611822e+18 0.018111352538032876 0.003126251958038845 -6868 GBM_grid_1_AutoML_20190416_022142_model_5 heat_type_central 1.1878880359544259e+18 0.017578406684929666 0.0030342586619394054 -6869 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_stairway 1.0760923737017549e+18 0.01592405075473501 0.002748695590092428 -6870 GBM_grid_1_AutoML_20190416_022142_model_5 front_door_structure_mixed 5.849525554826445e+17 0.008656147381264901 0.0014941621639203882 -6871 GBM_grid_1_AutoML_20190416_020809_model_3 supply_area 4.166770063214899e+21 1.0 0.1931465378744332 -6872 GBM_grid_1_AutoML_20190416_020809_model_3 city 4.0054573170119756e+21 0.9612859016082923 0.1856690438031447 -6873 GBM_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 3.541830312722646e+21 0.8500181817064134 0.1641780689269146 -6874 GBM_grid_1_AutoML_20190416_020809_model_3 room_count 1.5117816929771219e+21 0.36281860290862716 0.07007715702824009 -6875 GBM_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 1.3418605975614563e+21 0.32203855197282827 0.062200631375647505 -6876 GBM_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 1.1507237479886902e+21 0.2761668463896089 0.05334067025585338 -6877 GBM_grid_1_AutoML_20190416_020809_model_3 bathroom_count 9.322823479313627e+20 0.22374221130216482 0.04321503348938301 -6878 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 8.080280342122107e+20 0.19392191600531258 0.03745534669440276 -6879 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 7.546584083030333e+20 0.18111352362956443 0.03498145005128972 -6880 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 7.501489680698961e+20 0.180031284829553 0.03477241937391413 -6881 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_district 6.813875163779941e+20 0.16352894593186768 0.03158504974899562 -6882 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 6.653582905105082e+20 0.15968202718561977 0.030842030711673584 -6883 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 4.054497154091901e+20 0.09730551704510489 0.018794223733343655 -6884 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 3.031111489298461e+20 0.07274487056671869 0.014050419898085472 -6885 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 2.6222066333657753e+20 0.06293139754735097 0.012154981559870435 -6886 GBM_grid_1_AutoML_20190416_020809_model_3 floor 2.5410542309866052e+20 0.06098378822051049 0.011778807561259243 -6887 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_central 3.7928273724691186e+19 0.009102559812342363 0.0017581279135488776 -6888 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.0 0.0 0.0 -6889 DeepLearning_grid_1_AutoML_20190416_023844_model_6 city 1.0 1.0 0.06058052795815492 -6890 DeepLearning_grid_1_AutoML_20190416_023844_model_6 room_count 0.95485919713974 0.95485919713974 0.05784587428842538 -6891 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_district 0.9455762505531311 0.9455762505531311 0.05728350848320126 -6892 DeepLearning_grid_1_AutoML_20190416_023844_model_6 bathroom_count 0.9421885013580322 0.9421885013580322 0.057078276848372356 -6893 DeepLearning_grid_1_AutoML_20190416_023844_model_6 apartment_building_count_in_sites 0.9285626411437988 0.9285626411437988 0.056252815042710076 -6894 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_individual 0.9248448610305786 0.9248448610305786 0.056027589960618865 -6895 DeepLearning_grid_1_AutoML_20190416_023844_model_6 supply_area 0.9248079657554626 0.9248079657554626 0.05602535482537318 -6896 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_household_count_of_area_type 0.9199016094207764 0.9199016094207764 0.05572812516826705 -6897 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_type_central 0.9199011325836182 0.9199011325836182 0.05572809628122025 -6898 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_fuel_gas 0.9176421761512756 0.9176421761512756 0.05559124750791447 -6899 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_corridor 0.9161568284034729 0.9161568284034729 0.05550126435715113 -6900 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_stairway 0.9156047105789185 0.9156047105789185 0.05546781676784451 -6901 DeepLearning_grid_1_AutoML_20190416_023844_model_6 front_door_structure_mixed 0.9052128195762634 0.9052128195762634 0.05483827052442007 -6902 DeepLearning_grid_1_AutoML_20190416_023844_model_6 heat_fuel_cogeneration 0.8975331783294678 0.8975331783294678 0.05437303380315996 -6903 DeepLearning_grid_1_AutoML_20190416_023844_model_6 floor 0.8932026028633118 0.8932026028633118 0.0541106852550576 -6904 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_household_count_in_sites 0.8821535110473633 0.8821535110473633 0.053441325439389314 -6905 DeepLearning_grid_1_AutoML_20190416_023844_model_6 exclusive_use_area 0.8639866709709167 0.8639866709709167 0.05234076867622681 -6906 DeepLearning_grid_1_AutoML_20190416_023844_model_6 total_parking_capacity_in_site 0.8548195362091064 0.8548195362091064 0.051785418812492795 -6907 DeepLearning_grid_1_AutoML_20190416_015849_model_5 city 1.0 1.0 0.12292167047630163 -6908 DeepLearning_grid_1_AutoML_20190416_015849_model_5 supply_area 0.5566843152046204 0.5566843152046204 0.06842856595290799 -6909 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 0.5210067629814148 0.5210067629814148 0.06404302163512605 -6910 DeepLearning_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 0.5073556303977966 0.5073556303977966 0.06236500161405425 -6911 DeepLearning_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 0.470718115568161 0.470718115568161 0.05786145708909516 -6912 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 0.45125481486320496 0.45125481486320496 0.055468995653459384 -6913 DeepLearning_grid_1_AutoML_20190416_015849_model_5 floor 0.43693533539772034 0.43693533539772034 0.053708821317210914 -6914 DeepLearning_grid_1_AutoML_20190416_015849_model_5 bathroom_count 0.43297556042671204 0.43297556042671204 0.053222079163064324 -6915 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_central 0.39531174302101135 0.39531174302101135 0.04859237981104119 -6916 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_district 0.39332646131515503 0.39332646131515503 0.04834834566739129 -6917 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 0.39085933566093445 0.39085933566093445 0.04804508246069956 -6918 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 0.387646347284317 0.387646347284317 0.047650136562224804 -6919 DeepLearning_grid_1_AutoML_20190416_015849_model_5 room_count 0.38671767711639404 0.38671767711639404 0.0475359828738622 -6920 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.3857880234718323 0.3857880234718323 0.04742170829490829 -6921 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 0.36729907989501953 0.36729907989501953 0.04514901646510438 -6922 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 0.36065393686294556 0.36065393686294556 0.04433218438304789 -6923 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 0.3498469293117523 0.3498469293117523 0.04300376896200521 -6924 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 0.34088197350502014 0.34088197350502014 0.04190178161849547 -6925 GBM_grid_1_AutoML_20190416_023844_model_27 supply_area 3.6600731653641884e+22 1.0 0.33794439376365887 -6926 GBM_grid_1_AutoML_20190416_023844_model_27 city 1.930438031334841e+22 0.5274315414245979 0.17824253251856786 -6927 GBM_grid_1_AutoML_20190416_023844_model_27 exclusive_use_area 1.6913127663101542e+22 0.46209807561097305 0.1561634540217037 -6928 GBM_grid_1_AutoML_20190416_023844_model_27 apartment_building_count_in_sites 7.069032370905639e+21 0.19313909999944628 0.06527027606137156 -6929 GBM_grid_1_AutoML_20190416_023844_model_27 total_parking_capacity_in_site 5.433172426807298e+21 0.1484443665832205 0.050165941472596794 -6930 GBM_grid_1_AutoML_20190416_023844_model_27 floor 4.90053676542777e+21 0.13389177057448665 0.045247973236737786 -6931 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_district 4.199029065870777e+21 0.11472527668590912 0.03877076407898759 -6932 GBM_grid_1_AutoML_20190416_023844_model_27 total_household_count_in_sites 2.932320738978694e+21 0.08011645140670076 0.027074905601133122 -6933 GBM_grid_1_AutoML_20190416_023844_model_27 heat_fuel_cogeneration 2.9037676358661885e+21 0.07933632757249143 0.02681126712492067 -6934 GBM_grid_1_AutoML_20190416_023844_model_27 total_household_count_of_area_type 2.883977411728639e+21 0.07879562187499808 0.026628538665776726 -6935 GBM_grid_1_AutoML_20190416_023844_model_27 bathroom_count 1.3875548230681992e+21 0.03791057611085032 0.01281166666101236 -6936 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_individual 1.1461511166232814e+21 0.031314978276103286 0.010582721349239871 -6937 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_mixed 8.314320452070041e+20 0.022716268436242425 0.007676835565258486 -6938 GBM_grid_1_AutoML_20190416_023844_model_27 room_count 7.775036914690561e+20 0.02124284560283352 0.00717890057906458 -6939 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_stairway 4.4264874464382865e+20 0.012093986230457876 0.004087094844838125 -6940 GBM_grid_1_AutoML_20190416_023844_model_27 front_door_structure_corridor 3.514414579622284e+20 0.009602033677577013 0.003244953450067 -6941 GBM_grid_1_AutoML_20190416_023844_model_27 heat_type_central 2.2719808658279603e+20 0.006207473903330813 0.0020977810050648647 -6942 GBM_grid_1_AutoML_20190416_023844_model_27 heat_fuel_gas 0.0 0.0 0.0 -6943 GBM_grid_1_AutoML_20190416_022142_model_31 supply_area 3.596274047142951e+22 1.0 0.30453304088325084 -6944 GBM_grid_1_AutoML_20190416_022142_model_31 city 2.3533875104798443e+22 0.6543960442473747 0.19928521729662343 -6945 GBM_grid_1_AutoML_20190416_022142_model_31 exclusive_use_area 1.9625309074594646e+22 0.5457122793571839 0.16618741987997332 -6946 GBM_grid_1_AutoML_20190416_022142_model_31 apartment_building_count_in_sites 6.57041070866178e+21 0.18270050120016917 0.055638339201381545 -6947 GBM_grid_1_AutoML_20190416_022142_model_31 total_parking_capacity_in_site 5.895800757879258e+21 0.16394192101581243 0.04992573173518709 -6948 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_in_sites 4.007370220953701e+21 0.11143116927191198 0.03393447282755162 -6949 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_district 3.309272872214535e+21 0.09201948541278651 0.02802297371326782 -6950 GBM_grid_1_AutoML_20190416_022142_model_31 floor 3.2985906153733887e+21 0.09172244862690439 0.02793251619760895 -6951 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_cogeneration 3.2522080428111e+21 0.09043270896985191 0.02753974785789904 -6952 GBM_grid_1_AutoML_20190416_022142_model_31 total_household_count_of_area_type 3.246614290598929e+21 0.09027716597899962 0.027492379877906717 -6953 GBM_grid_1_AutoML_20190416_022142_model_31 heat_fuel_gas 3.2163810633504375e+21 0.08943648401616339 0.027236364443348496 -6954 GBM_grid_1_AutoML_20190416_022142_model_31 bathroom_count 2.148673856142928e+21 0.05974722248572617 0.018195003347906333 -6955 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_individual 1.5928674561555557e+21 0.04429216003215896 0.013488426181880954 -6956 GBM_grid_1_AutoML_20190416_022142_model_31 room_count 9.958776079007173e+20 0.02769192766863496 0.008433106940848437 -6957 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_stairway 7.250369669164224e+20 0.02016078189292681 0.006139624216436984 -6958 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_corridor 3.9994733701133396e+20 0.011121158503731686 0.0033867602172860346 -6959 GBM_grid_1_AutoML_20190416_022142_model_31 heat_type_central 2.8551934991352306e+20 0.007939310135175962 0.002417782257980349 -6960 GBM_grid_1_AutoML_20190416_022142_model_31 front_door_structure_mixed 2.4928263964379316e+19 0.0006931691978308355 0.000211092923662028 -6961 GBM_grid_1_AutoML_20190416_020809_model_10 supply_area 4.46438087444047e+21 1.0 0.28898098981018877 -6962 GBM_grid_1_AutoML_20190416_020809_model_10 city 4.3319671640964297e+21 0.9703399611126065 0.2804098024147011 -6963 GBM_grid_1_AutoML_20190416_020809_model_10 exclusive_use_area 2.812839959389578e+21 0.6300627205652827 0.18207614863145574 -6964 GBM_grid_1_AutoML_20190416_020809_model_10 room_count 6.804704005351266e+20 0.1524221207090471 0.044047095311468505 -6965 GBM_grid_1_AutoML_20190416_020809_model_10 apartment_building_count_in_sites 5.918318193066157e+20 0.1325675017324303 0.03830948786730162 -6966 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_gas 4.38730085202435e+20 0.09827344430092379 0.02839915720613741 -6967 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_cogeneration 4.2738062711336835e+20 0.09573121987871001 0.02766450267628644 -6968 GBM_grid_1_AutoML_20190416_020809_model_10 total_parking_capacity_in_site 3.983471517687339e+20 0.08922786002631541 0.025785155309049602 -6969 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_individual 3.853681998551172e+20 0.08632063676767188 0.02494502305416759 -6970 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_district 3.024497531033202e+20 0.06774730060217518 0.019577681984984982 -6971 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_in_sites 1.91960234248389e+20 0.04299817592791022 0.012425655439680126 -6972 GBM_grid_1_AutoML_20190416_020809_model_10 bathroom_count 1.6582538821392086e+20 0.03714409520104041 0.01073393739680054 -6973 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_stairway 7.571551968995731e+19 0.0169599148951302 0.0049010929934912885 -6974 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_corridor 7.3433333772926845e+19 0.016448716146363833 0.004753366273083054 -6975 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_of_area_type 6.5887719723035e+19 0.01475853462688549 0.004264935944625314 -6976 GBM_grid_1_AutoML_20190416_020809_model_10 floor 4.1677247735593435e+19 0.009335504498329105 0.0026977833303046144 -6977 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_central 4.3541168984057446e+17 9.753013958405721e-05 2.8184356273326724e-05 -6978 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_mixed 0.0 0.0 0.0 -6979 GBM_grid_1_AutoML_20190416_022142_model_39 supply_area 1.586146502214775e+20 1.0 0.3581172884811309 -6980 GBM_grid_1_AutoML_20190416_022142_model_39 city 4.941535548518328e+19 0.3115434508488555 0.11156909586204661 -6981 GBM_grid_1_AutoML_20190416_022142_model_39 exclusive_use_area 4.5379136260547805e+19 0.28609675207922985 0.10245619309787214 -6982 GBM_grid_1_AutoML_20190416_022142_model_39 apartment_building_count_in_sites 3.124926835153332e+19 0.19701375823670264 0.07055403289320501 -6983 GBM_grid_1_AutoML_20190416_022142_model_39 floor 3.0054316915443106e+19 0.18948008190591178 0.06785609315332772 -6984 GBM_grid_1_AutoML_20190416_022142_model_39 total_parking_capacity_in_site 2.87729042829911e+19 0.18140130336519858 0.06496294288808796 -6985 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_of_area_type 2.718357561820368e+19 0.17138124114163852 0.061374585374174416 -6986 GBM_grid_1_AutoML_20190416_022142_model_39 total_household_count_in_sites 2.361493910644274e+19 0.14888245867244057 0.05331738240217845 -6987 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_district 2.1176418029105316e+19 0.13350858826430073 0.04781173361815511 -6988 GBM_grid_1_AutoML_20190416_022142_model_39 room_count 6.886774038144745e+18 0.0434182720734092 0.015548833865465314 -6989 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_individual 4.912524494414807e+18 0.030971442345050282 0.011091408952959085 -6990 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_stairway 4.907410116078207e+18 0.03093919829742001 0.011079861802052076 -6991 GBM_grid_1_AutoML_20190416_022142_model_39 bathroom_count 3.642533588752138e+18 0.022964673084522647 0.008224046455884858 -6992 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_cogeneration 1.985161509440848e+18 0.012515625175032184 0.004482061751328705 -6993 GBM_grid_1_AutoML_20190416_022142_model_39 heat_fuel_gas 1.7262129146432061e+18 0.0108830610049756 0.003897412297476593 -6994 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_mixed 1.5267430885448745e+18 0.009625485958661738 0.0034470529318291403 -6995 GBM_grid_1_AutoML_20190416_022142_model_39 front_door_structure_corridor 9.800212395547689e+17 0.006178630020533043 0.0022126742294814074 -6996 GBM_grid_1_AutoML_20190416_022142_model_39 heat_type_central 8.846292599963648e+17 0.005577222903187917 0.001997299943344518 -6997 GBM_grid_1_AutoML_20190416_023844_model_52 supply_area 8.042342616995463e+19 1.0 0.22874682659665851 -6998 GBM_grid_1_AutoML_20190416_023844_model_52 exclusive_use_area 4.772204160771057e+19 0.5933848367372719 0.13573489835422725 -6999 GBM_grid_1_AutoML_20190416_023844_model_52 apartment_building_count_in_sites 4.1104982719661605e+19 0.5111070825656767 0.11691412318797487 -7000 GBM_grid_1_AutoML_20190416_023844_model_52 total_household_count_in_sites 2.7645990626427666e+19 0.3437554446885269 0.0786329670978237 -7001 GBM_grid_1_AutoML_20190416_023844_model_52 heat_fuel_cogeneration 2.6842344383546655e+19 0.3337627562250597 0.07634717132263653 -7002 GBM_grid_1_AutoML_20190416_023844_model_52 total_household_count_of_area_type 2.0143244335879553e+19 0.25046488685164797 0.057293048041205615 -7003 GBM_grid_1_AutoML_20190416_023844_model_52 floor 1.9475770409075343e+19 0.242165390565657 0.05539456460343442 -7004 GBM_grid_1_AutoML_20190416_023844_model_52 total_parking_capacity_in_site 1.9366632884902298e+19 0.24080835407305085 0.055084146812174904 -7005 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_corridor 1.7780644536440062e+19 0.22108787679432051 0.050573150215693835 -7006 GBM_grid_1_AutoML_20190416_023844_model_52 city 1.6869847586897396e+19 0.20976285630069064 0.04798258771663388 -7007 GBM_grid_1_AutoML_20190416_023844_model_52 bathroom_count 1.2974072281012634e+19 0.16132205377069117 0.03690190786010111 -7008 GBM_grid_1_AutoML_20190416_023844_model_52 room_count 7.376858256481714e+18 0.09172524235528817 0.02098185810758158 -7009 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_district 4.2287283174962627e+18 0.0525808028690535 0.012027691796200465 -7010 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_stairway 2.9227685381983437e+18 0.036342253462589486 0.00831317515093877 -7011 GBM_grid_1_AutoML_20190416_023844_model_52 front_door_structure_mixed 2.0930894333843866e+18 0.02602586749986465 0.00595333460001915 -7012 GBM_grid_1_AutoML_20190416_023844_model_52 heat_fuel_gas 2.032410272865452e+18 0.02527137141074375 0.0057807460139531535 -7013 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_individual 1.4556676332684575e+18 0.018100045006690848 0.004140327856537227 -7014 GBM_grid_1_AutoML_20190416_023844_model_52 heat_type_central 1.1241767659634688e+18 0.013978225244816164 0.0031974746662049975 -7015 GBM_grid_1_AutoML_20190416_020809_model_13 exclusive_use_area 4.8956573263377465e+20 1.0 0.219737746189344 -7016 GBM_grid_1_AutoML_20190416_020809_model_13 city 4.525570860365088e+20 0.924405153117711 0.20312670491190124 -7017 GBM_grid_1_AutoML_20190416_020809_model_13 supply_area 3.751294772085229e+20 0.7662494578417376 0.16837392888495017 -7018 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_cogeneration 1.904124033514571e+20 0.3889414447516026 0.0854651164693444 -7019 GBM_grid_1_AutoML_20190416_020809_model_13 apartment_building_count_in_sites 1.4466692301067387e+20 0.2955005086495579 0.0649326157684586 -7020 GBM_grid_1_AutoML_20190416_020809_model_13 room_count 1.3022546230244069e+20 0.2660019965079079 0.058450679194513425 -7021 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_in_sites 1.0731561581363488e+20 0.21920573410294952 0.04816777396356275 -7022 GBM_grid_1_AutoML_20190416_020809_model_13 total_parking_capacity_in_site 7.956420621135931e+19 0.16251996597743543 0.03571177103465053 -7023 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_gas 6.449809975324705e+19 0.13174553579610035 0.02894946710634263 -7024 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_corridor 5.364028169147069e+19 0.10956706753737792 0.02407602047723906 -7025 GBM_grid_1_AutoML_20190416_020809_model_13 bathroom_count 4.259775447232099e+19 0.0870113074359858 0.019119668588971628 -7026 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_individual 3.9607658988863226e+19 0.0809036587911928 0.017777587641248413 -7027 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_of_area_type 2.3513841211291992e+19 0.0480299981062641 0.010554003533348932 -7028 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_district 2.261638463632913e+19 0.04619682941176682 0.01015118717603524 -7029 GBM_grid_1_AutoML_20190416_020809_model_13 floor 6.950336805346476e+18 0.01419694300897027 0.003119604259569691 -7030 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_stairway 4.573295195554054e+18 0.009341534528878394 0.0020526877433256737 -7031 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_central 5.200871762396447e+17 0.0010623439133324757 0.000233437057193646 -7032 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_mixed 0.0 0.0 0.0 -7033 GBM_grid_1_AutoML_20190416_023844_model_39 supply_area 2.999410637447651e+22 1.0 0.23029910882787405 -7034 GBM_grid_1_AutoML_20190416_023844_model_39 exclusive_use_area 2.039041435628955e+22 0.6798140308537672 0.15656056547430747 -7035 GBM_grid_1_AutoML_20190416_023844_model_39 city 1.6978590861385093e+22 0.566064234400163 0.13036408872169034 -7036 GBM_grid_1_AutoML_20190416_023844_model_39 apartment_building_count_in_sites 1.0285710390356506e+22 0.34292438194155145 0.0789751795564888 -7037 GBM_grid_1_AutoML_20190416_023844_model_39 total_parking_capacity_in_site 8.540813795679898e+21 0.2847497334658953 0.06557760985617035 -7038 GBM_grid_1_AutoML_20190416_023844_model_39 total_household_count_in_sites 7.780950703951252e+21 0.2594159868210794 0.0597432705805981 -7039 GBM_grid_1_AutoML_20190416_023844_model_39 floor 6.549530894889384e+21 0.21836059434871874 0.05028825028163483 -7040 GBM_grid_1_AutoML_20190416_023844_model_39 total_household_count_of_area_type 5.034966399555012e+21 0.16786519113766687 0.038659203922225424 -7041 GBM_grid_1_AutoML_20190416_023844_model_39 heat_fuel_gas 4.144306952698505e+21 0.13817070930391526 0.031820591218806926 -7042 GBM_grid_1_AutoML_20190416_023844_model_39 room_count 4.1272543541844435e+21 0.13760217766302688 0.03168965888856988 -7043 GBM_grid_1_AutoML_20190416_023844_model_39 bathroom_count 3.9739160755467096e+21 0.13248989737958367 0.030512305295214606 -7044 GBM_grid_1_AutoML_20190416_023844_model_39 heat_fuel_cogeneration 3.9618250364471267e+21 0.13208678354953232 0.030419468539397587 -7045 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_district 2.894377630643121e+21 0.09649821183224488 0.022223452188449407 -7046 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_individual 2.1803039029633462e+21 0.07269107723171496 0.01674069030620212 -7047 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_stairway 1.1646118640770823e+21 0.03882802339689336 0.008942059185852384 -7048 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_corridor 8.763899321746719e+20 0.029218737882467337 0.006729049295407471 -7049 GBM_grid_1_AutoML_20190416_023844_model_39 front_door_structure_mixed 6.890660833739166e+20 0.02297338266294466 0.005290749554037888 -7050 GBM_grid_1_AutoML_20190416_023844_model_39 heat_type_central 6.72649196094756e+20 0.022426045560308704 0.005164698307072396 -7051 GBM_grid_1_AutoML_20190416_015849_model_10 supply_area 2.780485818191572e+21 1.0 0.19815624551150918 -7052 GBM_grid_1_AutoML_20190416_015849_model_10 city 2.7194651394654454e+21 0.9780539507423871 0.19380749878680995 -7053 GBM_grid_1_AutoML_20190416_015849_model_10 exclusive_use_area 2.1080283065559558e+21 0.7581510730117723 0.15023237015853488 -7054 GBM_grid_1_AutoML_20190416_015849_model_10 room_count 9.633253786878508e+20 0.3464593749715284 0.0686530889666222 -7055 GBM_grid_1_AutoML_20190416_015849_model_10 total_parking_capacity_in_site 7.816191371035426e+20 0.2811088378835565 0.05570347189510906 -7056 GBM_grid_1_AutoML_20190416_015849_model_10 bathroom_count 7.333752408890105e+20 0.2637579505318239 0.05226528520119659 -7057 GBM_grid_1_AutoML_20190416_015849_model_10 apartment_building_count_in_sites 7.076966306074182e+20 0.25452265427043397 0.05043525356785309 -7058 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_cogeneration 6.104074085509146e+20 0.21953264589852273 0.04350176487845887 -7059 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_gas 5.972630900884803e+20 0.21480529991587596 0.04256501174730368 -7060 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_in_sites 4.695897350115961e+20 0.16888765694802835 0.033466144014057043 -7061 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_individual 4.458504521351682e+20 0.16034983858509638 0.031774321982399226 -7062 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_district 4.290968855994895e+20 0.15432442877143468 0.03058034939605582 -7063 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_corridor 2.1844847211611737e+20 0.07856485751047501 0.015568117193422422 -7064 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_of_area_type 1.9657019623258404e+20 0.07069634915830403 0.01400892312058027 -7065 GBM_grid_1_AutoML_20190416_015849_model_10 floor 1.4193584168039455e+20 0.05104713742892227 0.010115309097025271 -7066 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_stairway 1.1938677574298763e+20 0.04293737984991299 0.008508309983160286 -7067 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_central 9.240414467085304e+18 0.0033233093319984166 0.0006585344999021678 -7068 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_mixed 0.0 0.0 0.0 -7069 DeepLearning_grid_1_AutoML_20190416_022142_model_9 city 1.0 1.0 0.14313807997536115 -7070 DeepLearning_grid_1_AutoML_20190416_022142_model_9 supply_area 0.5418451428413391 0.5418451428413391 0.07755867339028458 -7071 DeepLearning_grid_1_AutoML_20190416_022142_model_9 exclusive_use_area 0.46861523389816284 0.46861523389816284 0.06707668482738781 -7072 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_parking_capacity_in_site 0.40148860216140747 0.40148860216140747 0.0574683076453755 -7073 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_gas 0.3762429356575012 0.3762429356575012 0.05385469141430807 -7074 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_fuel_cogeneration 0.37205055356025696 0.37205055356025696 0.053254601890385445 -7075 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_stairway 0.3478339910507202 0.3478339910507202 0.049788289629167044 -7076 DeepLearning_grid_1_AutoML_20190416_022142_model_9 apartment_building_count_in_sites 0.3417264521121979 0.3417264521121979 0.0489140682321322 -7077 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_individual 0.3324684798717499 0.3324684798717499 0.047588899861169286 -7078 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_mixed 0.3296869397163391 0.3296869397163391 0.04719075554394942 -7079 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_district 0.3286779224872589 0.3286779224872589 0.047046326755116816 -7080 DeepLearning_grid_1_AutoML_20190416_022142_model_9 floor 0.3285304605960846 0.3285304605960846 0.04702521934314459 -7081 DeepLearning_grid_1_AutoML_20190416_022142_model_9 room_count 0.3236302137374878 0.3236302137374878 0.04632380741639975 -7082 DeepLearning_grid_1_AutoML_20190416_022142_model_9 front_door_structure_corridor 0.32168859243392944 0.32168859243392944 0.04604588747096915 -7083 DeepLearning_grid_1_AutoML_20190416_022142_model_9 bathroom_count 0.3161783516407013 0.3161783516407013 0.045257162183624564 -7084 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_of_area_type 0.3031919598579407 0.3031919598579407 0.0433983149980324 -7085 DeepLearning_grid_1_AutoML_20190416_022142_model_9 heat_type_central 0.27992966771125793 0.27992966771125793 0.04006859516433031 -7086 DeepLearning_grid_1_AutoML_20190416_022142_model_9 total_household_count_in_sites 0.27247560024261475 0.27247560024261475 0.039001634258861925 -7087 GBM_grid_1_AutoML_20190416_015849_model_12 supply_area 3.3029771214104476e+21 1.0 0.3337044246384953 -7088 GBM_grid_1_AutoML_20190416_015849_model_12 city 1.9971874013769735e+21 0.6046628020614713 0.20177865246222362 -7089 GBM_grid_1_AutoML_20190416_015849_model_12 exclusive_use_area 1.6638645932187263e+21 0.5037469325576853 0.16810258029256928 -7090 GBM_grid_1_AutoML_20190416_015849_model_12 apartment_building_count_in_sites 5.121714805946167e+20 0.155063587111953 0.05174540511957547 -7091 GBM_grid_1_AutoML_20190416_015849_model_12 total_parking_capacity_in_site 4.6628289661645514e+20 0.1411704893727334 0.04710921693206281 -7092 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_district 4.481366974491284e+20 0.1356765974987328 0.04527588090522334 -7093 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_cogeneration 3.0826822790002246e+20 0.09333041573366539 0.03114477268367438 -7094 GBM_grid_1_AutoML_20190416_015849_model_12 floor 2.8676723403839767e+20 0.0868208357180329 0.02897249702991949 -7095 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_in_sites 2.7898446852453407e+20 0.08446454767007325 0.028186193282592552 -7096 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_of_area_type 2.6672545923259905e+20 0.08075304473156662 0.026947648329954114 -7097 GBM_grid_1_AutoML_20190416_015849_model_12 bathroom_count 1.4026016836747788e+20 0.042464771390115945 0.014170682104143876 -7098 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_individual 1.1090518702678868e+20 0.03357734036602397 0.011204907047734951 -7099 GBM_grid_1_AutoML_20190416_015849_model_12 room_count 4.126709031601439e+19 0.012493907405084412 0.0041692721821003295 -7100 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_stairway 3.555022138883493e+19 0.010763084357561086 0.003591688872875511 -7101 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_corridor 2.5001632176277553e+19 0.007569423358767099 0.002525950066782561 -7102 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_central 1.2702462122626384e+19 0.003845761461769417 0.001283347615896662 -7103 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_mixed 8.599349160312832e+17 0.00026035146003798874 8.688043417576923e-05 -7104 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_gas 0.0 0.0 0.0 -7105 GBM_grid_1_AutoML_20190416_021340_model_18 supply_area 2.2251566590272125e+21 1.0 0.23450783334238412 -7106 GBM_grid_1_AutoML_20190416_021340_model_18 city 1.4712522518180429e+21 0.6611904136499048 0.15505433133179392 -7107 GBM_grid_1_AutoML_20190416_021340_model_18 exclusive_use_area 1.2854040355826932e+21 0.5776690060755733 0.13546790700383124 -7108 GBM_grid_1_AutoML_20190416_021340_model_18 room_count 6.178871838445352e+20 0.27768255387225693 0.06511873406556283 -7109 GBM_grid_1_AutoML_20190416_021340_model_18 total_parking_capacity_in_site 5.203702485318726e+20 0.23385780341388032 0.05484148678879828 -7110 GBM_grid_1_AutoML_20190416_021340_model_18 bathroom_count 4.984615733508545e+20 0.22401190106262922 0.0525325455611057 -7111 GBM_grid_1_AutoML_20190416_021340_model_18 apartment_building_count_in_sites 4.9555893302227e+20 0.22270743545711386 0.052226638158286626 -7112 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_in_sites 4.0556811082126905e+20 0.18226496960379146 0.04274256311600064 -7113 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_cogeneration 3.814376832803296e+20 0.17142059716689134 0.04019947283186532 -7114 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_gas 3.7203416725838e+20 0.1671945953778485 0.039208442308615844 -7115 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_district 3.5500658483287346e+20 0.15954228813178223 0.03741391631627062 -7116 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_individual 2.7775795890570343e+20 0.12482624887504902 0.029272733167944962 -7117 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_of_area_type 1.7276348250704786e+20 0.07764104239859503 0.018207432631338703 -7118 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_corridor 1.495066125563299e+20 0.06718925247343743 0.015756406021440236 -7119 GBM_grid_1_AutoML_20190416_021340_model_18 floor 1.2135734687056685e+20 0.05453878780994301 0.012789772962429766 -7120 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_stairway 1.167175573349335e+20 0.05245363595476453 0.012300788518682007 -7121 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_central 1.8828595665943134e+19 0.008461694411293524 0.001984333622797805 -7122 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_mixed 3.555029230733492e+18 0.0015976534579312134 0.00037466225085141673 -7123 GBM_grid_1_AutoML_20190416_023844_model_64 supply_area 3.8635747884513886e+21 1.0 0.39061766175150026 -7124 GBM_grid_1_AutoML_20190416_023844_model_64 city 2.2148269495943965e+21 0.5732584642116249 0.223924880869601 -7125 GBM_grid_1_AutoML_20190416_023844_model_64 exclusive_use_area 1.5778342998619047e+21 0.4083871508267963 0.15952323394532042 -7126 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_district 4.297147583577415e+20 0.11122206295635893 0.04344530216719108 -7127 GBM_grid_1_AutoML_20190416_023844_model_64 total_parking_capacity_in_site 4.153736786630777e+20 0.107510194937774 0.04199538096104126 -7128 GBM_grid_1_AutoML_20190416_023844_model_64 apartment_building_count_in_sites 3.717145876066971e+20 0.0962100148074755 0.037581331021173295 -7129 GBM_grid_1_AutoML_20190416_023844_model_64 heat_fuel_cogeneration 3.02062302797878e+20 0.0781820773085 0.030539300229121297 -7130 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_individual 1.668110783979895e+20 0.04317532014563416 0.01686504260066006 -7131 GBM_grid_1_AutoML_20190416_023844_model_64 total_household_count_in_sites 1.5941366971942883e+20 0.04126066620890379 0.01611714495683114 -7132 GBM_grid_1_AutoML_20190416_023844_model_64 total_household_count_of_area_type 1.2525274064591677e+20 0.032418873065511694 0.01266338439346887 -7133 GBM_grid_1_AutoML_20190416_023844_model_64 floor 1.1039279701605902e+20 0.028572708711640353 0.011161004666847675 -7134 GBM_grid_1_AutoML_20190416_023844_model_64 bathroom_count 5.7909302712078434e+19 0.014988528987500159 0.005854784146191894 -7135 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_stairway 4.366961118363517e+19 0.01130290303015953 0.004415113552644863 -7136 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_corridor 4.142018631506592e+19 0.010720689667733364 0.004187690730373474 -7137 GBM_grid_1_AutoML_20190416_023844_model_64 room_count 5.592774746333774e+18 0.001447564769045273 0.000565444365318315 -7138 GBM_grid_1_AutoML_20190416_023844_model_64 heat_type_central 5.373742684231959e+18 0.0013908732141783855 0.0005432996427151546 -7139 GBM_grid_1_AutoML_20190416_023844_model_64 heat_fuel_gas 0.0 0.0 0.0 -7140 GBM_grid_1_AutoML_20190416_023844_model_64 front_door_structure_mixed 0.0 0.0 0.0 -7141 GBM_grid_1_AutoML_20190416_022142_model_25 supply_area 2.492982885969671e+22 1.0 0.2505504995980587 -7142 GBM_grid_1_AutoML_20190416_022142_model_25 city 2.079769063319136e+22 0.834249234129896 0.20902156240054331 -7143 GBM_grid_1_AutoML_20190416_022142_model_25 exclusive_use_area 1.6750528576255051e+22 0.6719070824964674 0.16834665520296394 -7144 GBM_grid_1_AutoML_20190416_022142_model_25 apartment_building_count_in_sites 5.862788809660679e+21 0.23517164288034362 0.05892237261496634 -7145 GBM_grid_1_AutoML_20190416_022142_model_25 total_parking_capacity_in_site 4.4783673660332227e+21 0.17963891333699694 0.045008619483836956 -7146 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_in_sites 3.607983687649091e+21 0.1447255698366228 0.03626106382717958 -7147 GBM_grid_1_AutoML_20190416_022142_model_25 bathroom_count 3.48657283414467e+21 0.1398554660670497 0.03504085689461865 -7148 GBM_grid_1_AutoML_20190416_022142_model_25 room_count 3.3525248800858476e+21 0.1344784554660851 0.033693644202202916 -7149 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_cogeneration 3.1997917726480416e+21 0.12835193497140474 0.032158641431463006 -7150 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_district 3.125536421991957e+21 0.1253733605466067 0.03141235812123985 -7151 GBM_grid_1_AutoML_20190416_022142_model_25 heat_fuel_gas 2.904147345609771e+21 0.11649287132912561 0.029187347111124792 -7152 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_individual 1.9267920578140103e+21 0.07728861953517041 0.019364702237781226 -7153 GBM_grid_1_AutoML_20190416_022142_model_25 floor 1.8041521438237823e+21 0.07236921496643323 0.018132142965359154 -7154 GBM_grid_1_AutoML_20190416_022142_model_25 total_household_count_of_area_type 1.7100678662208503e+21 0.06859525092791409 0.017186574390043077 -7155 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_stairway 7.079759945218036e+20 0.028398750689635363 0.0071153211732488545 -7156 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_corridor 5.993560676465566e+20 0.024041724113698877 0.006023665987885949 -7157 GBM_grid_1_AutoML_20190416_022142_model_25 heat_type_central 2.453232630877997e+20 0.00984055143212019 0.0024655550776381055 -7158 GBM_grid_1_AutoML_20190416_022142_model_25 front_door_structure_mixed 1.0787542776087052e+19 0.00043271627883201963 0.0001084172798455754 -7159 GBM_grid_1_AutoML_20190416_030706_model_26 supply_area 2.9243658057768883e+22 1.0 0.38826501943795033 -7160 GBM_grid_1_AutoML_20190416_030706_model_26 city 1.6127938578868379e+22 0.5515020913939261 0.214128970235133 -7161 GBM_grid_1_AutoML_20190416_030706_model_26 exclusive_use_area 1.1681371411278996e+22 0.399449733279032 0.15509235845606745 -7162 GBM_grid_1_AutoML_20190416_030706_model_26 apartment_building_count_in_sites 3.290231934464989e+21 0.11251095632308916 0.043684068643766595 -7163 GBM_grid_1_AutoML_20190416_030706_model_26 heat_type_district 3.201345795994461e+21 0.1094714549619756 0.04250393658871216 -7164 GBM_grid_1_AutoML_20190416_030706_model_26 total_parking_capacity_in_site 2.948394367523756e+21 0.10082166744322482 0.03914552666961025 -7165 GBM_grid_1_AutoML_20190416_030706_model_26 heat_fuel_cogeneration 2.410886374297367e+21 0.0824413405988684 0.03200908871011032 -7166 GBM_grid_1_AutoML_20190416_030706_model_26 total_household_count_in_sites 1.4525359954541328e+21 0.04967011967465717 0.019285169980966084 -7167 GBM_grid_1_AutoML_20190416_030706_model_26 floor 1.3740989118065462e+21 0.04698792842851965 0.0182437689446482 -7168 GBM_grid_1_AutoML_20190416_030706_model_26 total_household_count_of_area_type 1.1408951343831633e+21 0.039013420692083106 0.01514754654335258 -7169 GBM_grid_1_AutoML_20190416_030706_model_26 heat_type_individual 1.107868056884586e+21 0.03788404496783771 0.014709049455825693 -7170 GBM_grid_1_AutoML_20190416_030706_model_26 bathroom_count 5.997478808141378e+20 0.020508647708483534 0.007962790501180435 -7171 GBM_grid_1_AutoML_20190416_030706_model_26 front_door_structure_stairway 3.5625520782956193e+20 0.012182306574841071 0.004729963499079739 -7172 GBM_grid_1_AutoML_20190416_030706_model_26 front_door_structure_corridor 2.2666564147997573e+20 0.007750933246183257 0.003009416247491598 -7173 GBM_grid_1_AutoML_20190416_030706_model_26 room_count 8.704156257939882e+19 0.002976425261417503 0.0011556418119798733 -7174 GBM_grid_1_AutoML_20190416_030706_model_26 heat_type_central 6.938268895573495e+19 0.0023725721597029382 0.000921186775705001 -7175 GBM_grid_1_AutoML_20190416_030706_model_26 front_door_structure_mixed 4.893838294300754e+17 1.6734699484699572e-05 6.497498420715136e-06 -7176 GBM_grid_1_AutoML_20190416_030706_model_26 heat_fuel_gas 0.0 0.0 0.0 -7177 GBM_grid_1_AutoML_20190416_020809_model_6 supply_area 2.863895072860259e+22 1.0 0.3147257805033109 -7178 GBM_grid_1_AutoML_20190416_020809_model_6 city 2.2950782802043716e+22 0.8013835080599538 0.2522160500566503 -7179 GBM_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 1.7706559460552701e+22 0.6182684424561903 0.19458501811259088 -7180 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_district 7.191432890428175e+21 0.2511067168129827 0.07902975743858984 -7181 GBM_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 4.3974936942497403e+21 0.1535493997640713 0.04832595468656225 -7182 GBM_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 3.467063522033878e+21 0.12106112248627936 0.038101056263101195 -7183 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 2.041514221446856e+21 0.07128453276075976 0.022435080210943953 -7184 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 1.1754871423835077e+21 0.041045049224150275 0.012917935152867512 -7185 GBM_grid_1_AutoML_20190416_020809_model_6 floor 1.02696131179134e+21 0.0358589014494055 0.011285720746655452 -7186 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 9.333736264160699e+20 0.03259105528205966 0.01025724531107278 -7187 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 5.617773638527075e+20 0.019615850076924898 0.00617361372569612 -7188 GBM_grid_1_AutoML_20190416_020809_model_6 bathroom_count 4.7476359692725885e+20 0.016577548578031457 0.005217381915052503 -7189 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 3.325317227362019e+20 0.011611169902397727 0.0036543345100886774 -7190 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_central 5.331170363662611e+19 0.0018615103654402426 0.0005858653026781839 -7191 GBM_grid_1_AutoML_20190416_020809_model_6 room_count 2.7328288940605047e+19 0.0009542349927405495 0.00030032235287384066 -7192 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 1.7187760378952548e+19 0.0006001532857063303 0.00018888371126555138 -7193 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 0.0 0.0 0.0 -7194 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 0.0 0.0 0.0 -7195 GBM_grid_1_AutoML_20190416_030706_model_68 supply_area 2.395962571032168e+21 1.0 0.27515067980973923 -7196 GBM_grid_1_AutoML_20190416_030706_model_68 city 1.7891278539918976e+21 0.7467261282053963 0.2054622018074093 -7197 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2.3217176701345936e+20 0.09690124955225865 0.02666244468871716 -7205 GBM_grid_1_AutoML_20190416_030706_model_68 heat_type_district 2.251501626131795e+20 0.09397065101738464 0.02585608850959715 -7206 GBM_grid_1_AutoML_20190416_030706_model_68 total_household_count_of_area_type 1.8940226002878674e+20 0.07905059215812092 0.021750824171669413 -7207 GBM_grid_1_AutoML_20190416_030706_model_68 heat_fuel_cogeneration 1.738113258844114e+20 0.07254342283382767 0.019960372108453042 -7208 GBM_grid_1_AutoML_20190416_030706_model_68 heat_type_individual 1.4812022515072762e+20 0.06182075919780258 0.01701002391962957 -7209 GBM_grid_1_AutoML_20190416_030706_model_68 front_door_structure_stairway 5.233441372139369e+19 0.02184275094867125 0.006010047772441721 -7210 GBM_grid_1_AutoML_20190416_030706_model_68 front_door_structure_corridor 4.83522113040076e+19 0.02018070394279061 0.005552734408897922 -7211 GBM_grid_1_AutoML_20190416_030706_model_68 heat_type_central 2.2678953445019353e+19 0.009465487365793607 0.002604435283428609 -7212 GBM_grid_1_AutoML_20190416_030706_model_68 front_door_structure_mixed 3.383767375445754e+18 0.0014122788963218424 0.00038858949840390317 -7213 GBM_grid_1_AutoML_20190416_023844_model_53 supply_area 2.1287972754825236e+22 1.0 0.3728197288464356 -7214 GBM_grid_1_AutoML_20190416_023844_model_53 city 1.4265018963507039e+22 0.6700975770590302 0.2498255969798011 -7215 GBM_grid_1_AutoML_20190416_023844_model_53 exclusive_use_area 9.744802179411452e+21 0.457760928748025 0.1706623053323312 -7216 GBM_grid_1_AutoML_20190416_023844_model_53 apartment_building_count_in_sites 1.8563385896683564e+21 0.08720128548866117 0.03251035961094328 -7217 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_district 1.7885713779629406e+21 0.08401792874136098 0.031323541411593346 -7218 GBM_grid_1_AutoML_20190416_023844_model_53 heat_fuel_cogeneration 1.5198624173460197e+21 0.07139535712725488 0.0266175976850776 -7219 GBM_grid_1_AutoML_20190416_023844_model_53 heat_fuel_gas 1.5001915385985955e+21 0.0704713199268143 0.02627309838656532 -7220 GBM_grid_1_AutoML_20190416_023844_model_53 total_parking_capacity_in_site 1.347724425013781e+21 0.06330919531585266 0.023602917031142222 -7221 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_individual 9.902541600785034e+20 0.04651707193932064 0.01734248214714766 -7222 GBM_grid_1_AutoML_20190416_023844_model_53 bathroom_count 9.377932057628922e+20 0.044052724820888706 0.01642372492267037 -7223 GBM_grid_1_AutoML_20190416_023844_model_53 floor 5.534471471013277e+20 0.025998114215731543 0.009692609892427696 -7224 GBM_grid_1_AutoML_20190416_023844_model_53 total_household_count_in_sites 4.59113447484658e+20 0.021566799843850473 0.008040528469869683 -7225 GBM_grid_1_AutoML_20190416_023844_model_53 room_count 3.569724412545928e+20 0.016768738168066268 0.006251716416915342 -7226 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_corridor 1.973596807656993e+20 0.009270947639716646 0.003456392185188662 -7227 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_stairway 1.4777640346667555e+20 0.0069417790584676425 0.0025880321862897715 -7228 GBM_grid_1_AutoML_20190416_023844_model_53 total_household_count_of_area_type 1.1451823501221875e+20 0.00537948053255853 0.0020055764734831505 -7229 GBM_grid_1_AutoML_20190416_023844_model_53 heat_type_central 2.0310183186324783e+19 0.0009540684507744486 0.0003556955411186688 -7230 GBM_grid_1_AutoML_20190416_023844_model_53 front_door_structure_mixed 1.1882290219979899e+19 0.0005581691764090876 0.00020809648099927435 -7231 GBM_grid_1_AutoML_20190416_030706_model_27 supply_area 1.907063673728844e+22 1.0 0.2502823716551826 -7232 GBM_grid_1_AutoML_20190416_030706_model_27 exclusive_use_area 1.2914925363614284e+22 0.67721521528235 0.16949503020184162 -7233 GBM_grid_1_AutoML_20190416_030706_model_27 city 1.2911996897956586e+22 0.6770616564002823 0.16945659712064898 -7234 GBM_grid_1_AutoML_20190416_030706_model_27 apartment_building_count_in_sites 4.947076401027063e+21 0.259408034937509 0.06492525821057023 -7235 GBM_grid_1_AutoML_20190416_030706_model_27 total_parking_capacity_in_site 3.2324966316670294e+21 0.16950124299450328 0.04242317309516569 -7236 GBM_grid_1_AutoML_20190416_030706_model_27 room_count 3.1984046639628115e+21 0.1677135749594052 0.041975751299609176 -7237 GBM_grid_1_AutoML_20190416_030706_model_27 total_household_count_in_sites 2.816169808364065e+21 0.14767046570907955 0.03695931438109375 -7238 GBM_grid_1_AutoML_20190416_030706_model_27 bathroom_count 2.7044098873861226e+21 0.1418101516295071 0.035492581074614095 -7239 GBM_grid_1_AutoML_20190416_030706_model_27 floor 2.6712867565517427e+21 0.14007328613882242 0.035057874260359494 -7240 GBM_grid_1_AutoML_20190416_030706_model_27 heat_fuel_gas 2.6429188639739127e+21 0.1385857693364934 0.034685575027195645 -7241 GBM_grid_1_AutoML_20190416_030706_model_27 heat_fuel_cogeneration 2.513543394528487e+21 0.13180175518805856 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GBM_grid_1_AutoML_20190416_023844_model_10 supply_area 8.988023490477602e+21 1.0 0.24184233622542825 -7250 GBM_grid_1_AutoML_20190416_023844_model_10 exclusive_use_area 6.415507147678558e+21 0.7137839764744155 0.17262318443084876 -7251 GBM_grid_1_AutoML_20190416_023844_model_10 city 6.400376741780454e+21 0.712100580128808 0.1722160679258337 -7252 GBM_grid_1_AutoML_20190416_023844_model_10 apartment_building_count_in_sites 2.4059253778328416e+21 0.26768125165469464 0.06473665926391813 -7253 GBM_grid_1_AutoML_20190416_023844_model_10 room_count 2.208367098878887e+21 0.2457010822477879 0.05942092374392113 -7254 GBM_grid_1_AutoML_20190416_023844_model_10 total_parking_capacity_in_site 1.6183481191597762e+21 0.18005606247851286 0.04354517880135522 -7255 GBM_grid_1_AutoML_20190416_023844_model_10 bathroom_count 1.5766459125102323e+21 0.17541630973490627 0.042423090158333066 -7256 GBM_grid_1_AutoML_20190416_023844_model_10 total_household_count_in_sites 1.4867360495494077e+21 0.165413013342092 0.04000386958873946 -7257 GBM_grid_1_AutoML_20190416_023844_model_10 heat_fuel_cogeneration 1.2077061052239488e+21 0.13436837437101248 0.03249596157269862 -7258 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_district 1.007387119698416e+21 0.11208105105262535 0.02710594323316841 -7259 GBM_grid_1_AutoML_20190416_023844_model_10 heat_fuel_gas 9.267359538840234e+20 0.10310786958510484 0.024935848063688534 -7260 GBM_grid_1_AutoML_20190416_023844_model_10 floor 8.30908009169113e+20 0.09244613235039072 0.022357388622623632 -7261 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_individual 7.32627643350867e+20 0.08151154078836713 0.019712941453592994 -7262 GBM_grid_1_AutoML_20190416_023844_model_10 total_household_count_of_area_type 6.350355542194226e+20 0.07065352631668283 0.017087013866991352 -7263 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_stairway 2.9368441122231786e+20 0.03267508274021124 0.007902218346251854 -7264 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_corridor 2.885573621137193e+20 0.032104651530943655 0.007764263929946686 -7265 GBM_grid_1_AutoML_20190416_023844_model_10 heat_type_central 1.1462133401853205e+20 0.012752674060094312 0.003084136487814626 -7266 GBM_grid_1_AutoML_20190416_023844_model_10 front_door_structure_mixed 2.76124951041991e+19 0.0030721431840329823 0.0007429742848455623 -7267 GBM_grid_1_AutoML_20190416_022142_model_41 supply_area 1.2536818901498953e+22 1.0 0.2686405672781128 -7268 GBM_grid_1_AutoML_20190416_022142_model_41 exclusive_use_area 8.94727098039948e+21 0.7136795267362207 0.19172327291719343 -7269 GBM_grid_1_AutoML_20190416_022142_model_41 city 8.403990498350708e+21 0.6703447313373804 0.180081788898368 -7270 GBM_grid_1_AutoML_20190416_022142_model_41 apartment_building_count_in_sites 2.724779949975696e+21 0.2173422118787973 0.058386935092599894 -7271 GBM_grid_1_AutoML_20190416_022142_model_41 total_parking_capacity_in_site 2.053158137545934e+21 0.16377026370704376 0.04399533654554637 -7272 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_cogeneration 1.9060306042693207e+21 0.15203462850065003 0.04084266884633177 -7273 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_in_sites 1.8075319546066355e+21 0.1441778786794567 0.03873202711740417 -7274 GBM_grid_1_AutoML_20190416_022142_model_41 heat_fuel_gas 1.5063572479634424e+21 0.1201546628214703 0.03227841678147016 -7275 GBM_grid_1_AutoML_20190416_022142_model_41 room_count 1.2905539017565914e+21 0.1029410978890576 0.02765415493314818 -7276 GBM_grid_1_AutoML_20190416_022142_model_41 bathroom_count 1.2535298092199785e+21 0.09998786925685761 0.026860797918092007 -7277 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_district 1.2148649990441193e+21 0.09690376869836295 0.026032283394515257 -7278 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_individual 8.000748180077627e+20 0.06381800872246009 0.017144106065761232 -7279 GBM_grid_1_AutoML_20190416_022142_model_41 total_household_count_of_area_type 7.900861858779759e+20 0.06302126497045514 0.01693006837224733 -7280 GBM_grid_1_AutoML_20190416_022142_model_41 floor 7.471215639578846e+20 0.0595941897085676 0.016009416929789074 -7281 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_stairway 2.6528298793788716e+20 0.02116031108227693 0.005684517972924212 -7282 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_corridor 2.554093383360866e+20 0.020372738917489572 0.005472944139803285 -7283 GBM_grid_1_AutoML_20190416_022142_model_41 heat_type_central 1.639649441709797e+20 0.013078672146358864 0.003513461904642299 -7284 GBM_grid_1_AutoML_20190416_022142_model_41 front_door_structure_mixed 8.043115848547697e+17 6.415595464640579e-05 1.723489205047933e-05 -7285 GBM_grid_1_AutoML_20190416_023844_model_12 supply_area 8.977189518624009e+21 1.0 0.22359275291649927 -7286 GBM_grid_1_AutoML_20190416_023844_model_12 exclusive_use_area 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heat_type_central 1.24617521992225e+20 0.01388157415343571 0.0031038193797812133 -7302 GBM_grid_1_AutoML_20190416_023844_model_12 front_door_structure_mixed 8.770759174792413e+18 0.0009770050143863692 0.0002184512407798723 -7303 GBM_grid_1_AutoML_20190416_023844_model_63 supply_area 1.1576676230741514e+22 1.0 0.23475542402210536 -7304 GBM_grid_1_AutoML_20190416_023844_model_63 city 8.494832043484445e+21 0.7337885135741014 0.17226083364663858 -7305 GBM_grid_1_AutoML_20190416_023844_model_63 exclusive_use_area 8.03472854295358e+21 0.6940445066276969 0.1629307124435979 -7306 GBM_grid_1_AutoML_20190416_023844_model_63 apartment_building_count_in_sites 3.462083666745913e+21 0.29905679296380894 0.07020520423890994 -7307 GBM_grid_1_AutoML_20190416_023844_model_63 total_parking_capacity_in_site 2.6652623476252045e+21 0.23022690576313096 0.0540470148837211 -7308 GBM_grid_1_AutoML_20190416_023844_model_63 floor 2.5956037648137815e+21 0.2242097570217291 0.05263445657952923 -7309 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9.278919012446298e+20 0.08015184002301463 0.018816079190754755 -7317 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_stairway 4.212197731918697e+20 0.03638520805076446 0.008541624944089733 -7318 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_mixed 2.5940550894919195e+20 0.022407598155016934 0.005260305206197947 -7319 GBM_grid_1_AutoML_20190416_023844_model_63 front_door_structure_corridor 2.3374366402090002e+20 0.020190913122386613 0.00473992637143936 -7320 GBM_grid_1_AutoML_20190416_023844_model_63 heat_type_central 2.103511055392215e+20 0.018170250367773134 0.004265564829674398 -7321 GBM_grid_1_AutoML_20190416_030706_model_54 supply_area 7.997933571048009e+21 1.0 0.22297299055769929 -7322 GBM_grid_1_AutoML_20190416_030706_model_54 city 6.201098087768844e+21 0.7753375334619443 0.17287932852763996 -7323 GBM_grid_1_AutoML_20190416_030706_model_54 exclusive_use_area 5.892466405305144e+21 0.7367486054942345 0.16427503985626404 -7324 GBM_grid_1_AutoML_20190416_030706_model_54 room_count 2.2656808928992224e+21 0.28328328471004527 0.06316452116680696 -7325 GBM_grid_1_AutoML_20190416_030706_model_54 apartment_building_count_in_sites 2.1757245865672405e+21 0.2720358411631749 0.06065664504303238 -7326 GBM_grid_1_AutoML_20190416_030706_model_54 bathroom_count 1.7785894308638506e+21 0.2223811207062568 0.04958498352744678 -7327 GBM_grid_1_AutoML_20190416_030706_model_54 total_household_count_in_sites 1.683773740533936e+21 0.21052609721954751 0.04694163348748345 -7328 GBM_grid_1_AutoML_20190416_030706_model_54 total_parking_capacity_in_site 1.5043801677270268e+21 0.18809610687100273 0.041940351461288085 -7329 GBM_grid_1_AutoML_20190416_030706_model_54 heat_fuel_cogeneration 1.2623040879314915e+21 0.15782877873616616 0.03519155479087239 -7330 GBM_grid_1_AutoML_20190416_030706_model_54 heat_fuel_gas 1.0397577271825599e+21 0.13000329621971532 0.028987223740468367 -7331 GBM_grid_1_AutoML_20190416_030706_model_54 heat_type_district 1.0147446644834e+21 0.12687585555307793 0.028289888942236465 -7332 GBM_grid_1_AutoML_20190416_030706_model_54 heat_type_individual 8.593317745298202e+20 0.10744422504839805 0.023957160177195774 -7333 GBM_grid_1_AutoML_20190416_030706_model_54 total_household_count_of_area_type 8.005954763459333e+20 0.10010029081062088 0.02231966119773952 -7334 GBM_grid_1_AutoML_20190416_030706_model_54 floor 6.490036092012006e+20 0.08114641156192529 0.01809345805898835 -7335 GBM_grid_1_AutoML_20190416_030706_model_54 front_door_structure_corridor 3.1169968934110206e+20 0.038972527912639124 0.008689821098274556 -7336 GBM_grid_1_AutoML_20190416_030706_model_54 front_door_structure_stairway 2.976437789822183e+20 0.03721508516395649 0.008297958832866844 -7337 GBM_grid_1_AutoML_20190416_030706_model_54 heat_type_central 1.2744280068267914e+20 0.01593446601557353 0.0035529555404324566 -7338 GBM_grid_1_AutoML_20190416_030706_model_54 front_door_structure_mixed 7.34693779631086e+18 0.0009186045034065161 0.00020482399326432113 -7339 GBM_grid_1_AutoML_20190416_020809_model_8 supply_area 1.4834911215753942e+22 1.0 0.4045771451299066 -7340 GBM_grid_1_AutoML_20190416_020809_model_8 city 1.0623079542042458e+22 0.716086492702516 0.2897122288836716 -7341 GBM_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 6.187742100123923e+21 0.4171067834604124 0.1687518716667318 -7342 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_district 2.6053951533536384e+21 0.17562593502998775 0.0710542394052029 -7343 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 9.852116062394762e+20 0.06641169548714455 0.026868654163425643 -7344 GBM_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 6.556736513555688e+20 0.044198016544869906 0.017881507354127843 -7345 GBM_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.7182045537822468e+20 0.018323025424618975 0.00741307731643504 -7346 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 1.2765249074423556e+20 0.008604870557545025 0.0034813339643839534 -7347 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.2456443757083597e+20 0.008396709340501796 0.003397116693465837 -7348 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 9.837129982790966e+19 0.006631067648281184 0.0026827784183048853 -7349 GBM_grid_1_AutoML_20190416_020809_model_8 bathroom_count 6.110387657197696e+19 0.004118924318676586 0.001666422641856319 -7350 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 5.86184261393428e+19 0.003951383684527409 0.0015986395303989908 -7351 GBM_grid_1_AutoML_20190416_020809_model_8 floor 3.323936900464509e+19 0.002240617993678757 0.0009065028312092506 -7352 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_central 3.110154181751603e+17 2.0965101418664194e-05 8.482000879322114e-06 -7353 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 0.0 0.0 0.0 -7354 GBM_grid_1_AutoML_20190416_020809_model_8 room_count 0.0 0.0 0.0 -7355 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 0.0 0.0 0.0 -7356 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 0.0 0.0 0.0 -7357 XGBoost_grid_1_AutoML_20190416_030706_model_9 exclusive_use_area 8.407915103950985e+20 1.0 0.22012952486085074 -7358 XGBoost_grid_1_AutoML_20190416_030706_model_9 supply_area 6.727116131708416e+20 0.8000932512445634 0.17612414724083902 -7359 XGBoost_grid_1_AutoML_20190416_030706_model_9 city 4.967274412037122e+20 0.59078550991826 0.13004933359298199 -7360 XGBoost_grid_1_AutoML_20190416_030706_model_9 apartment_building_count_in_sites 3.217451442318124e+20 0.382669354119216 0.08423682310107164 -7361 XGBoost_grid_1_AutoML_20190416_030706_model_9 total_parking_capacity_in_site 3.003973783106345e+20 0.3572792714920182 0.07864771627616887 -7362 XGBoost_grid_1_AutoML_20190416_030706_model_9 total_household_count_of_area_type 1.979007636318674e+20 0.23537435997524683 0.051812846025777924 -7363 XGBoost_grid_1_AutoML_20190416_030706_model_9 total_household_count_in_sites 1.778965481432736e+20 0.21158223643299845 0.04657549717499213 -7364 XGBoost_grid_1_AutoML_20190416_030706_model_9 floor 1.6872408789283137e+20 0.20067292046460578 0.044174034634312964 -7365 XGBoost_grid_1_AutoML_20190416_030706_model_9 heat_fuel_cogeneration 1.2687454668516544e+20 0.15089893881724079 0.0332173117038458 -7366 XGBoost_grid_1_AutoML_20190416_030706_model_9 room_count 1.179676140947846e+20 0.14030542962945727 0.03088536755972996 -7367 XGBoost_grid_1_AutoML_20190416_030706_model_9 bathroom_count 1.0693036453144822e+20 0.12717821625149414 0.02799568031609193 -7368 XGBoost_grid_1_AutoML_20190416_030706_model_9 heat_fuel_gas 8.381663340248066e+19 0.09968777320681338 0.021944222150452077 -7369 XGBoost_grid_1_AutoML_20190416_030706_model_9 heat_type_individual 6.766706378831141e+19 0.08048019390266418 0.017716066844502602 -7370 XGBoost_grid_1_AutoML_20190416_030706_model_9 heat_type_district 6.08443830317288e+19 0.07236560107884207 0.015929805381755376 -7371 XGBoost_grid_1_AutoML_20190416_030706_model_9 front_door_structure_corridor 2.556259201365259e+19 0.03040300918552378 0.00669259996634943 -7372 XGBoost_grid_1_AutoML_20190416_030706_model_9 front_door_structure_mixed 2.188145347213761e+19 0.026024826846616517 0.005728832768331606 -7373 XGBoost_grid_1_AutoML_20190416_030706_model_9 front_door_structure_stairway 1.9137048259952902e+19 0.022760753436913465 0.005010313839542736 -7374 XGBoost_grid_1_AutoML_20190416_030706_model_9 heat_type_central 1.1954660075320115e+19 0.014218340608247186 0.0031298765624031928 -7375 XGBoost_grid_1_AutoML_20190416_030706_model_21 city 6.66414173516894e+20 1.0 0.2880787686758219 -7376 XGBoost_grid_1_AutoML_20190416_030706_model_21 supply_area 5.376426790027453e+20 0.80676957419051 0.23241318553791926 -7377 XGBoost_grid_1_AutoML_20190416_030706_model_21 exclusive_use_area 4.838496091754788e+20 0.7260493975121207 0.2091594164331141 -7378 XGBoost_grid_1_AutoML_20190416_030706_model_21 apartment_building_count_in_sites 1.249230190989793e+20 0.1874555255025836 0.05400195696826341 -7379 XGBoost_grid_1_AutoML_20190416_030706_model_21 total_parking_capacity_in_site 9.109356199491613e+19 0.1366921137258898 0.039378095809849745 -7380 XGBoost_grid_1_AutoML_20190416_030706_model_21 room_count 6.932842585788095e+19 0.10403203985295104 0.029969421943672164 -7381 XGBoost_grid_1_AutoML_20190416_030706_model_21 total_household_count_in_sites 6.771819987509602e+19 0.10161578574735898 0.029273350436125306 -7382 XGBoost_grid_1_AutoML_20190416_030706_model_21 heat_fuel_cogeneration 5.437424088738326e+19 0.08159226356251086 0.023504998820561257 -7383 XGBoost_grid_1_AutoML_20190416_030706_model_21 heat_fuel_gas 4.261154674617981e+19 0.06394153731950838 0.018420199338243085 -7384 XGBoost_grid_1_AutoML_20190416_030706_model_21 bathroom_count 3.742776723563453e+19 0.0561629219830597 0.016179345410116085 -7385 XGBoost_grid_1_AutoML_20190416_030706_model_21 total_household_count_of_area_type 3.6235661335637e+19 0.05437408562967547 0.015664019636070607 -7386 XGBoost_grid_1_AutoML_20190416_030706_model_21 heat_type_individual 3.4030841454783365e+19 0.05106560275450183 0.014710915963205545 -7387 XGBoost_grid_1_AutoML_20190416_030706_model_21 floor 2.2716748057712525e+19 0.034088032578641785 0.009820038451836427 -7388 XGBoost_grid_1_AutoML_20190416_030706_model_21 front_door_structure_corridor 1.9328666748395192e+19 0.029003985083917484 0.008355432309666852 -7389 XGBoost_grid_1_AutoML_20190416_030706_model_21 heat_type_district 1.7339082865748476e+19 0.026018478530017215 0.0074953712577456675 -7390 XGBoost_grid_1_AutoML_20190416_030706_model_21 front_door_structure_stairway 6.822426769396597e+18 0.010237517508657316 0.002949211438191167 -7391 XGBoost_grid_1_AutoML_20190416_030706_model_21 heat_type_central 1.1634159307771085e+18 0.0017457850943316036 0.0005029236203476519 -7392 XGBoost_grid_1_AutoML_20190416_030706_model_21 front_door_structure_mixed 2.8534147806920704e+17 0.0004281743837520188 0.00012334794924981043 -7393 GBM_grid_1_AutoML_20190416_022142_model_4 supply_area 6.018760849655494e+21 1.0 0.23752867722012636 -7394 GBM_grid_1_AutoML_20190416_022142_model_4 exclusive_use_area 4.4714098675588887e+21 0.7429120344289516 0.17646291282882184 -7395 GBM_grid_1_AutoML_20190416_022142_model_4 city 4.3653441853598026e+21 0.725289522943858 0.17227706098647105 -7396 GBM_grid_1_AutoML_20190416_022142_model_4 bathroom_count 1.6431245317722666e+21 0.27300046850446247 0.06484544016433974 -7397 GBM_grid_1_AutoML_20190416_022142_model_4 apartment_building_count_in_sites 1.3674268289585969e+21 0.22719407916612377 0.05396510909657405 -7398 GBM_grid_1_AutoML_20190416_022142_model_4 room_count 1.3083087803375461e+21 0.2173717834979989 0.051632032199259374 -7399 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_gas 1.1666897827239045e+21 0.1938421897574954 0.046043078922550607 -7400 GBM_grid_1_AutoML_20190416_022142_model_4 heat_fuel_cogeneration 9.448308542368446e+20 0.15698095967559925 0.03728747970049108 -7401 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_in_sites 7.6943950375504e+20 0.1278401855423582 0.03036571016745187 -7402 GBM_grid_1_AutoML_20190416_022142_model_4 total_parking_capacity_in_site 7.55258724059613e+20 0.125484089320951 0.029806069748577673 -7403 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_individual 7.317197458134868e+20 0.12157315502166353 0.0288771106977731 -7404 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_district 5.7709509134781304e+20 0.09588270837856021 0.02277489288944253 -7405 GBM_grid_1_AutoML_20190416_022142_model_4 floor 5.409138052602161e+20 0.08987129058154508 0.021347008771900003 -7406 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_corridor 2.06857508497033e+20 0.03436878680914415 0.008163572468436537 -7407 GBM_grid_1_AutoML_20190416_022142_model_4 total_household_count_of_area_type 1.715631500610513e+20 0.028504729519344726 0.0067706906972474406 -7408 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_stairway 1.6934243564010655e+20 0.02813576413321016 0.006683050837138884 -7409 GBM_grid_1_AutoML_20190416_022142_model_4 front_door_structure_mixed 7.643539194289481e+19 0.012699523016813315 0.003016500903510215 -7410 GBM_grid_1_AutoML_20190416_022142_model_4 heat_type_central 5.457031019889479e+19 0.00906670186140031 0.002153601699887673 -7411 GBM_grid_1_AutoML_20190416_030706_model_70 apartment_building_count_in_sites 7.1639177087001035e+19 1.0 0.40860153675015254 -7412 GBM_grid_1_AutoML_20190416_030706_model_70 heat_fuel_cogeneration 3.2946577854261363e+19 0.45989609587851527 0.18791425152135685 -7413 GBM_grid_1_AutoML_20190416_030706_model_70 bathroom_count 2.784909241431045e+19 0.3887410987494953 0.1588402103469866 -7414 GBM_grid_1_AutoML_20190416_030706_model_70 total_household_count_of_area_type 2.448755331568763e+19 0.3418179034350034 0.13966732063225765 -7415 GBM_grid_1_AutoML_20190416_030706_model_70 floor 1.4792170832633266e+19 0.20648158499460645 0.08436869293940344 -7416 GBM_grid_1_AutoML_20190416_030706_model_70 heat_type_central 3.0989999111657226e+18 0.043258452109272455 0.017675470009281602 -7417 GBM_grid_1_AutoML_20190416_030706_model_70 front_door_structure_mixed 5.1415166887552614e+17 0.007176962240243534 0.0029325178005613255 -7418 GBM_grid_1_AutoML_20190416_030706_model_70 city 0.0 0.0 0.0 -7419 GBM_grid_1_AutoML_20190416_030706_model_70 exclusive_use_area 0.0 0.0 0.0 -7420 GBM_grid_1_AutoML_20190416_030706_model_70 total_parking_capacity_in_site 0.0 0.0 0.0 -7421 GBM_grid_1_AutoML_20190416_030706_model_70 total_household_count_in_sites 0.0 0.0 0.0 -7422 GBM_grid_1_AutoML_20190416_030706_model_70 supply_area 0.0 0.0 0.0 -7423 GBM_grid_1_AutoML_20190416_030706_model_70 room_count 0.0 0.0 0.0 -7424 GBM_grid_1_AutoML_20190416_030706_model_70 heat_fuel_gas 0.0 0.0 0.0 -7425 GBM_grid_1_AutoML_20190416_030706_model_70 heat_type_district 0.0 0.0 0.0 -7426 GBM_grid_1_AutoML_20190416_030706_model_70 heat_type_individual 0.0 0.0 0.0 -7427 GBM_grid_1_AutoML_20190416_030706_model_70 front_door_structure_corridor 0.0 0.0 0.0 -7428 GBM_grid_1_AutoML_20190416_030706_model_70 front_door_structure_stairway 0.0 0.0 0.0 -7429 GBM_grid_1_AutoML_20190416_030706_model_49 supply_area 4.783659910848204e+21 1.0 0.31011285895454754 -7430 GBM_grid_1_AutoML_20190416_030706_model_49 exclusive_use_area 3.655608409283604e+21 0.764186517731654 0.2369840657882833 -7431 GBM_grid_1_AutoML_20190416_030706_model_49 city 2.7102496487279386e+21 0.5665640324015795 0.17569879186887072 -7432 GBM_grid_1_AutoML_20190416_030706_model_49 apartment_building_count_in_sites 6.203316532797789e+20 0.12967720633170723 0.04021456919676449 -7433 GBM_grid_1_AutoML_20190416_030706_model_49 heat_fuel_cogeneration 5.970474098875758e+20 0.12480975257743848 0.038705109197199154 -7434 GBM_grid_1_AutoML_20190416_030706_model_49 total_parking_capacity_in_site 4.9137470194034986e+20 0.1027194054548127 0.03185460849570331 -7435 GBM_grid_1_AutoML_20190416_030706_model_49 heat_fuel_gas 4.9057137235681765e+20 0.10255147345326919 0.031802530622594694 -7436 GBM_grid_1_AutoML_20190416_030706_model_49 heat_type_individual 4.587566427673052e+20 0.09590076454368215 0.029740060268568177 -7437 GBM_grid_1_AutoML_20190416_030706_model_49 room_count 4.477175812088062e+20 0.09359310434955652 0.02902442516827227 -7438 GBM_grid_1_AutoML_20190416_030706_model_49 total_household_count_in_sites 3.0864818393420975e+20 0.06452134760547441 0.020008899569533823 -7439 GBM_grid_1_AutoML_20190416_030706_model_49 bathroom_count 3.035661180453268e+20 0.06345896733940282 0.019679441787925463 -7440 GBM_grid_1_AutoML_20190416_030706_model_49 heat_type_district 2.663732812601759e+20 0.055683992220288185 0.017268322025436354 -7441 GBM_grid_1_AutoML_20190416_030706_model_49 total_household_count_of_area_type 1.3819020138874772e+20 0.028887965274321692 0.00895852950059959 -7442 GBM_grid_1_AutoML_20190416_030706_model_49 floor 7.0792196891846115e+19 0.01479875204575188 0.004589283305867575 -7443 GBM_grid_1_AutoML_20190416_030706_model_49 front_door_structure_corridor 3.3531126614098706e+19 0.007009513058831393 0.002173740134553439 -7444 GBM_grid_1_AutoML_20190416_030706_model_49 front_door_structure_stairway 3.098652685393671e+19 0.006477577300942032 0.002008780015894215 -7445 GBM_grid_1_AutoML_20190416_030706_model_49 heat_type_central 1.8140195833839092e+19 0.003792116532511318 0.0011759840993858903 -7446 GBM_grid_1_AutoML_20190416_030706_model_49 front_door_structure_mixed 0.0 0.0 0.0 -7447 GBM_grid_1_AutoML_20190416_021340_model_20 exclusive_use_area 9.775805381458736e+19 1.0 0.3021158959528529 -7448 GBM_grid_1_AutoML_20190416_021340_model_20 supply_area 7.807519478846692e+19 0.7986574173883217 0.2412871012136644 -7449 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_in_sites 3.147409868820421e+19 0.3219591374834395 0.09726897328101707 -7450 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_gas 2.9761266280315224e+19 0.304437998906585 0.09197555880175656 -7451 GBM_grid_1_AutoML_20190416_021340_model_20 total_parking_capacity_in_site 2.9058390278119883e+19 0.29724804396406485 0.08980335912243645 -7452 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_individual 2.4350145148541207e+19 0.24908582156028664 0.07525278614983844 -7453 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_of_area_type 1.256085711959674e+19 0.12848923060007178 0.0388186390230334 -7454 GBM_grid_1_AutoML_20190416_021340_model_20 floor 1.0351691968790135e+19 0.10589093752238207 0.03199133546286202 -7455 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_district 3.9023951905176945e+18 0.03991891243988107 0.012060137997238153 -7456 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_stairway 3.5316684569339494e+18 0.03612662403889793 0.01091442738926352 -7457 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_cogeneration 2.078244377141969e+18 0.021259060466605313 0.0064227000999843385 -7458 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_corridor 6.759820852188938e+17 0.00691484802368298 0.0020890855060527974 -7459 GBM_grid_1_AutoML_20190416_021340_model_20 city 0.0 0.0 0.0 -7460 GBM_grid_1_AutoML_20190416_021340_model_20 apartment_building_count_in_sites 0.0 0.0 0.0 -7461 GBM_grid_1_AutoML_20190416_021340_model_20 room_count 0.0 0.0 0.0 -7462 GBM_grid_1_AutoML_20190416_021340_model_20 bathroom_count 0.0 0.0 0.0 -7463 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_central 0.0 0.0 0.0 -7464 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_mixed 0.0 0.0 0.0 -7465 GBM_grid_1_AutoML_20190416_022142_model_28 supply_area 3.876492519557571e+21 1.0 0.2116685011661419 -7466 GBM_grid_1_AutoML_20190416_022142_model_28 exclusive_use_area 3.1096556038059417e+21 0.8021827949150411 0.16979682986093333 -7467 GBM_grid_1_AutoML_20190416_022142_model_28 city 2.2895046534530356e+21 0.5906124265433484 0.12501404709652864 -7468 GBM_grid_1_AutoML_20190416_022142_model_28 apartment_building_count_in_sites 1.506534154986305e+21 0.3886333192662133 0.08226143219230207 -7469 GBM_grid_1_AutoML_20190416_022142_model_28 total_parking_capacity_in_site 1.2201443437073043e+21 0.31475472674111105 0.06662366124424954 -7470 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_in_sites 1.1453650273820727e+21 0.2954642686922545 0.06254047890223974 -7471 GBM_grid_1_AutoML_20190416_022142_model_28 bathroom_count 8.584736276945736e+20 0.2214562838347879 0.046875319673133256 -7472 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_gas 8.45247188907684e+20 0.21804432348141178 0.046153115139095834 -7473 GBM_grid_1_AutoML_20190416_022142_model_28 room_count 7.238518165269822e+20 0.18672854723052484 0.03952455171721633 -7474 GBM_grid_1_AutoML_20190416_022142_model_28 heat_fuel_cogeneration 5.5908322611312145e+20 0.1442239919959733 0.030527676217985314 -7475 GBM_grid_1_AutoML_20190416_022142_model_28 total_household_count_of_area_type 5.2851240481443755e+20 0.13633778529121407 0.02885841466490255 -7476 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_district 4.1109026283623914e+20 0.10604696404345375 0.0224468019322976 -7477 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_individual 3.7039281630043596e+20 0.09554844087322252 0.02022459526839674 -7478 GBM_grid_1_AutoML_20190416_022142_model_28 floor 3.4449761102426486e+20 0.08886838018807343 0.01881063683547236 -7479 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_corridor 2.6178940848788472e+20 0.06753254576582109 0.01429451274218523 -7480 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_stairway 1.7470706722123494e+20 0.04506833596087385 0.009539547122890301 -7481 GBM_grid_1_AutoML_20190416_022142_model_28 heat_type_central 7.82275958961697e+19 0.020179994028493034 0.004271469089552814 -7482 GBM_grid_1_AutoML_20190416_022142_model_28 front_door_structure_mixed 1.0409833044155302e+19 0.0026853742117741502 0.0005684091344764442 -7483 GBM_grid_1_AutoML_20190416_023844_model_48 supply_area 3.197960777924539e+21 1.0 0.21089491667966762 -7484 GBM_grid_1_AutoML_20190416_023844_model_48 exclusive_use_area 2.703496782561673e+21 0.8453814697240376 0.17828665461998586 -7485 GBM_grid_1_AutoML_20190416_023844_model_48 city 1.3789249410197388e+21 0.43118882212015575 0.09093553071423426 -7486 GBM_grid_1_AutoML_20190416_023844_model_48 apartment_building_count_in_sites 1.1180801801458811e+21 0.34962285587239433 0.07373368305851603 -7487 GBM_grid_1_AutoML_20190416_023844_model_48 total_parking_capacity_in_site 9.84813882097384e+20 0.3079505817880992 0.06494521228765635 -7488 GBM_grid_1_AutoML_20190416_023844_model_48 total_household_count_in_sites 8.644720705545102e+20 0.27031978519622385 0.05700906857582327 -7489 GBM_grid_1_AutoML_20190416_023844_model_48 heat_fuel_cogeneration 8.30443012507587e+20 0.25967892359409755 0.05476496495484297 -7490 GBM_grid_1_AutoML_20190416_023844_model_48 room_count 7.889388938729032e+20 0.2467006160047156 0.052027905857137166 -7491 GBM_grid_1_AutoML_20190416_023844_model_48 bathroom_count 6.903436279244621e+20 0.21586994834017065 0.04552587476884444 -7492 GBM_grid_1_AutoML_20190416_023844_model_48 heat_fuel_gas 6.254448573379605e+20 0.19557615016900587 0.04124601589442265 -7493 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_district 4.870641237782587e+20 0.15230459583508743 0.03212026504857121 -7494 GBM_grid_1_AutoML_20190416_023844_model_48 total_household_count_of_area_type 4.726456736493716e+20 0.14779595700861484 0.03116941603892356 -7495 GBM_grid_1_AutoML_20190416_023844_model_48 floor 3.896344808927485e+20 0.12183841765114437 0.025695102938920633 -7496 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_individual 2.7494308599329456e+20 0.0859745022175448 0.018131585481745007 -7497 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_stairway 1.5562911551225174e+20 0.048665110775140366 0.010263224482130021 -7498 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_corridor 1.2607605495279544e+20 0.03942389031882317 0.008314298063976567 -7499 GBM_grid_1_AutoML_20190416_023844_model_48 heat_type_central 7.179809609963327e+19 0.02245121222100475 0.004734846530706332 -7500 GBM_grid_1_AutoML_20190416_023844_model_48 front_door_structure_mixed 3.054497727787303e+18 0.0009551392089835627 0.0002014340038960721 -7501 XGBoost_grid_1_AutoML_20190416_020809_model_3 supply_area 5.3662736357737785e+20 1.0 0.291060801385347 -7502 XGBoost_grid_1_AutoML_20190416_020809_model_3 city 5.128557110786282e+20 0.9557017511364346 0.27816731757115015 -7503 XGBoost_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 4.08678092654573e+20 0.7615677477386866 0.22166251896605593 -7504 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 8.646950866969952e+19 0.16113510890174954 0.04690011392825839 -7505 XGBoost_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 8.639504974226653e+19 0.16099635539701468 0.046859728221975226 -7506 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 5.575758924284638e+19 0.10390373847346034 0.030242305387018876 -7507 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 3.4796094950645694e+19 0.06484219276236804 0.01887302058899799 -7508 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 3.39466694416306e+19 0.06325929638646861 0.018412301501318742 -7509 XGBoost_grid_1_AutoML_20190416_020809_model_3 floor 2.367616870997033e+19 0.04412031572921531 0.012841694453519941 -7510 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 1.872829601623415e+19 0.03490000191451971 0.010158022525590253 -7511 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_district 1.6272789683270844e+19 0.030324189163202116 0.008826182799202465 -7512 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 9.603395141251367e+18 0.017895835719653207 0.005208776286022781 -7513 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 6.304931726179172e+18 0.011749180444597372 0.003419725875825559 -7514 XGBoost_grid_1_AutoML_20190416_020809_model_3 bathroom_count 5.766836782859551e+18 0.010746445623673481 0.003127869075270459 -7515 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 4.674793038059405e+18 0.008711432467579215 0.0025355565152279376 -7516 XGBoost_grid_1_AutoML_20190416_020809_model_3 room_count 2.311766902986244e+18 0.0043079556874905875 0.001253877034733574 -7517 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 7.435439823692759e+17 0.0013855871556987089 0.0004032901079269098 -7518 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_central 8.64651992713134e+16 0.00016112707837874865 4.6897776557798204e-05 -7519 GBM_grid_1_AutoML_20190416_023844_model_33 supply_area 2.5185643451630517e+21 1.0 0.3298557050199999 -7520 GBM_grid_1_AutoML_20190416_023844_model_33 exclusive_use_area 1.3890256705590007e+21 0.5515148633095873 0.1819203240659928 -7521 GBM_grid_1_AutoML_20190416_023844_model_33 city 9.27870579515144e+20 0.3684124971026197 0.12152296396996329 -7522 GBM_grid_1_AutoML_20190416_023844_model_33 apartment_building_count_in_sites 3.363989426256017e+20 0.13356773801378627 0.04405808039046412 -7523 GBM_grid_1_AutoML_20190416_023844_model_33 total_household_count_in_sites 3.337285191528035e+20 0.13250744210436202 0.04370833573573116 -7524 GBM_grid_1_AutoML_20190416_023844_model_33 total_parking_capacity_in_site 3.165201594235046e+20 0.1256748353606241 0.04145456142115108 -7525 GBM_grid_1_AutoML_20190416_023844_model_33 heat_fuel_gas 3.0619935163682705e+20 0.12157694212771988 0.04010284795971477 -7526 GBM_grid_1_AutoML_20190416_023844_model_33 bathroom_count 2.942715328393642e+20 0.11684098260364799 0.03854066469195585 -7527 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_district 2.763427203149883e+20 0.10972231892574413 0.03619253286568061 -7528 GBM_grid_1_AutoML_20190416_023844_model_33 heat_fuel_cogeneration 2.5083032100714368e+20 0.09959257999060768 0.03285118068756263 -7529 GBM_grid_1_AutoML_20190416_023844_model_33 room_count 1.754803493510033e+20 0.06967475327283834 0.022982614862906637 -7530 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_individual 1.5399721155821358e+20 0.06114483906435347 0.020168973997906747 -7531 GBM_grid_1_AutoML_20190416_023844_model_33 floor 1.4221122096464082e+20 0.05646519265539514 0.018625365932435484 -7532 GBM_grid_1_AutoML_20190416_023844_model_33 total_household_count_of_area_type 1.2356904529616385e+20 0.049063287000580484 0.016183805124175072 -7533 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_corridor 3.472427705014262e+19 0.013787329720930585 0.004547829365440757 -7534 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_stairway 2.946169993928114e+19 0.011697815065103605 0.003858591035493326 -7535 GBM_grid_1_AutoML_20190416_023844_model_33 heat_type_central 2.6155835711442387e+19 0.010385216387929552 0.0034256228734257594 -7536 GBM_grid_1_AutoML_20190416_023844_model_33 front_door_structure_mixed 0.0 0.0 0.0 -7537 GBM_grid_1_AutoML_20190416_022142_model_6 supply_area 1.5789162896723804e+21 1.0 0.20603528815014263 -7538 GBM_grid_1_AutoML_20190416_022142_model_6 exclusive_use_area 9.731450554628671e+20 0.6163373332887656 0.1269872400618413 -7539 GBM_grid_1_AutoML_20190416_022142_model_6 city 8.589531906861443e+20 0.5440143953827813 0.11208616271051697 -7540 GBM_grid_1_AutoML_20190416_022142_model_6 room_count 7.12417810391786e+20 0.45120682777907767 0.09296452877677405 -7541 GBM_grid_1_AutoML_20190416_022142_model_6 apartment_building_count_in_sites 6.031780052490781e+20 0.3820202560417154 0.0787096535327461 -7542 GBM_grid_1_AutoML_20190416_022142_model_6 bathroom_count 5.389839776355157e+20 0.34136323829260956 0.07033287316548362 -7543 GBM_grid_1_AutoML_20190416_022142_model_6 total_parking_capacity_in_site 5.2841153121965887e+20 0.33466722376352354 0.06895325788252583 -7544 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_in_sites 3.414597219693709e+20 0.216262080645341 0.04455762010171222 -7545 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_gas 3.086488876216515e+20 0.19548147652950942 0.04027608234477282 -7546 GBM_grid_1_AutoML_20190416_022142_model_6 heat_fuel_cogeneration 2.6609984591248753e+20 0.16853321968557453 0.03472379048078864 -7547 GBM_grid_1_AutoML_20190416_022142_model_6 total_household_count_of_area_type 2.5835757761089818e+20 0.16362968657730834 0.03371348962387325 -7548 GBM_grid_1_AutoML_20190416_022142_model_6 floor 1.8240730779036418e+20 0.11552690220721774 0.023802618585357458 -7549 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_district 1.5136681030866646e+20 0.09586753350937594 0.019752094890847727 -7550 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_individual 1.3987241899487291e+20 0.08858760905170973 0.018252173557501198 -7551 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_corridor 9.181296805492346e+19 0.05814935766732404 0.011980819662732815 -7552 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_stairway 7.689470632832847e+19 0.04870093926530066 0.010034112054708819 -7553 GBM_grid_1_AutoML_20190416_022142_model_6 heat_type_central 3.80503898841185e+19 0.024099054606633908 0.00496525566002384 -7554 GBM_grid_1_AutoML_20190416_022142_model_6 front_door_structure_mixed 1.4352946723662332e+19 0.009090378519459394 0.001872938757650683 -7555 XGBoost_grid_1_AutoML_20190416_030706_model_29 supply_area 5.5950128682228095e+20 1.0 0.375747218562424 -7556 XGBoost_grid_1_AutoML_20190416_030706_model_29 city 3.535657496114637e+20 0.6319301812861956 0.23744600794393636 -7557 XGBoost_grid_1_AutoML_20190416_030706_model_29 exclusive_use_area 2.0197894901631182e+20 0.3609981849433495 0.1356440638985471 -7558 XGBoost_grid_1_AutoML_20190416_030706_model_29 heat_fuel_cogeneration 9.738748321165476e+19 0.1740612318602026 0.0654030237310203 -7559 XGBoost_grid_1_AutoML_20190416_030706_model_29 heat_type_individual 6.882661314901049e+19 0.12301421778654902 0.046222250176928055 -7560 XGBoost_grid_1_AutoML_20190416_030706_model_29 apartment_building_count_in_sites 5.5122841180131295e+19 0.09852138409404664 0.03701913604225827 -7561 XGBoost_grid_1_AutoML_20190416_030706_model_29 total_parking_capacity_in_site 5.4284423981533495e+19 0.09702287601489701 0.03645607579952447 -7562 XGBoost_grid_1_AutoML_20190416_030706_model_29 heat_type_district 2.7290489929865363e+19 0.0487764560558265 0.018327617694309108 -7563 XGBoost_grid_1_AutoML_20190416_030706_model_29 total_household_count_in_sites 2.2643663519814255e+19 0.04047115538986553 0.015206924069749626 -7564 XGBoost_grid_1_AutoML_20190416_030706_model_29 floor 1.687873933743122e+19 0.030167471880708212 0.011335343650236248 -7565 XGBoost_grid_1_AutoML_20190416_030706_model_29 total_household_count_of_area_type 1.4776005812681703e+19 0.026409243661623838 0.009923199850192483 -7566 XGBoost_grid_1_AutoML_20190416_030706_model_29 bathroom_count 1.0353710672138732e+19 0.018505249078055234 0.006953295869884115 -7567 XGBoost_grid_1_AutoML_20190416_030706_model_29 front_door_structure_stairway 3.421296456080818e+18 0.006114903641262854 0.002297658034981756 -7568 XGBoost_grid_1_AutoML_20190416_030706_model_29 front_door_structure_corridor 1.6484265901466583e+18 0.0029462427146664666 0.0011070425052457302 -7569 XGBoost_grid_1_AutoML_20190416_030706_model_29 heat_type_central 7.804997364099318e+17 0.0013949918521954149 0.0005241643083796712 -7570 XGBoost_grid_1_AutoML_20190416_030706_model_29 room_count 5.7372372426450534e+17 0.0010254198475985667 0.0003852986555938662 -7571 XGBoost_grid_1_AutoML_20190416_030706_model_29 front_door_structure_mixed 2500400036970496.0 4.468979957439702e-06 1.6792067888191882e-06 -7572 GBM_grid_1_AutoML_20190416_023844_model_5 supply_area 1.423921390059216e+21 1.0 0.24084960385757442 -7573 GBM_grid_1_AutoML_20190416_023844_model_5 city 1.0241118702333539e+21 0.7192193876592897 0.17322370460442718 -7574 GBM_grid_1_AutoML_20190416_023844_model_5 exclusive_use_area 9.429206243073977e+20 0.6621999155923803 0.15949058734494403 -7575 GBM_grid_1_AutoML_20190416_023844_model_5 apartment_building_count_in_sites 3.0127290622569297e+20 0.21157973208981998 0.05095889465812487 -7576 GBM_grid_1_AutoML_20190416_023844_model_5 total_household_count_in_sites 2.927199372146188e+20 0.20557310203932366 0.04951220018994383 -7577 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_district 2.7421068810389343e+20 0.19257431626368782 0.046381447785252466 -7578 GBM_grid_1_AutoML_20190416_023844_model_5 heat_fuel_cogeneration 2.6540477864187265e+20 0.18639004968584355 0.04489196962982903 -7579 GBM_grid_1_AutoML_20190416_023844_model_5 bathroom_count 2.3712526920672975e+20 0.16652974726144718 0.04010862365842154 -7580 GBM_grid_1_AutoML_20190416_023844_model_5 total_parking_capacity_in_site 2.353214720028516e+20 0.16526296581096053 0.03980351984789771 -7581 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_individual 2.220445084576425e+20 0.15593874072529273 0.037557783929735765 -7582 GBM_grid_1_AutoML_20190416_023844_model_5 room_count 2.2119542159820875e+20 0.15534243894531988 0.03741416488224974 -7583 GBM_grid_1_AutoML_20190416_023844_model_5 heat_fuel_gas 1.608259880072606e+20 0.11294583333745158 0.02720295921668884 -7584 GBM_grid_1_AutoML_20190416_023844_model_5 total_household_count_of_area_type 1.2964409333023087e+20 0.09104722650794608 0.021928688436769664 -7585 GBM_grid_1_AutoML_20190416_023844_model_5 floor 6.4334553995685134e+19 0.04518125399676009 0.01088188712690812 -7586 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_corridor 4.893394971212435e+19 0.034365625837033995 0.008276947369167263 -7587 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_stairway 4.499170354729163e+19 0.031597041705666476 0.00761013497788103 -7588 GBM_grid_1_AutoML_20190416_023844_model_5 heat_type_central 1.647168803820064e+19 0.011567835242306207 0.002786108535599138 -7589 GBM_grid_1_AutoML_20190416_023844_model_5 front_door_structure_mixed 6.626101821431611e+18 0.004653418276942981 0.0011207739485853136 -7590 GBM_grid_1_AutoML_20190416_022142_model_7 supply_area 1.1177721057838713e+21 1.0 0.20363928519757266 -7591 GBM_grid_1_AutoML_20190416_022142_model_7 exclusive_use_area 8.639229128749477e+20 0.7728971839649691 0.15739223007384312 -7592 GBM_grid_1_AutoML_20190416_022142_model_7 city 6.090143185224293e+20 0.5448465884692477 0.11095216981821364 -7593 GBM_grid_1_AutoML_20190416_022142_model_7 total_parking_capacity_in_site 4.0260572742887775e+20 0.36018587809233116 0.07334799475298236 -7594 GBM_grid_1_AutoML_20190416_022142_model_7 apartment_building_count_in_sites 3.761079897806854e+20 0.33648002829425444 0.068520552445101 -7595 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_cogeneration 3.3432003881636096e+20 0.2990949918023844 0.060907490336811414 -7596 GBM_grid_1_AutoML_20190416_022142_model_7 bathroom_count 3.1440916746691884e+20 0.2812819946391755 0.05728006432726917 -7597 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_district 2.8662190498948474e+20 0.25642248854338917 0.05221769227555854 -7598 GBM_grid_1_AutoML_20190416_022142_model_7 room_count 2.3297302071903833e+20 0.20842622526857477 0.042443767530120816 -7599 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_in_sites 2.097474120829213e+20 0.18764774232385198 0.03821245211576752 -7600 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_individual 1.671316256199048e+20 0.14952209377482964 0.030448572297550734 -7601 GBM_grid_1_AutoML_20190416_022142_model_7 heat_fuel_gas 1.4869102121912474e+20 0.13302445145099653 0.027089004207280137 -7602 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_stairway 1.2745850170872378e+20 0.11402905927710522 0.023220796122941346 -7603 GBM_grid_1_AutoML_20190416_022142_model_7 total_household_count_of_area_type 1.1943906851600466e+20 0.10685457965713362 0.021759790221465777 -7604 GBM_grid_1_AutoML_20190416_022142_model_7 floor 7.982032205188694e+19 0.0714101932217306 0.014541920703493767 -7605 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_corridor 7.573020036921138e+19 0.06775102006692438 0.01379676929783488 -7606 GBM_grid_1_AutoML_20190416_022142_model_7 heat_type_central 2.139024665242868e+19 0.019136500671063112 0.0038969433178381615 -7607 GBM_grid_1_AutoML_20190416_022142_model_7 front_door_structure_mixed 1.82511329836689e+18 0.0016328134231681998 0.0003325049583549739 -7608 GBM_grid_1_AutoML_20190416_020809_model_12 supply_area 1.295473802874517e+21 1.0 0.35971452031320317 -7609 GBM_grid_1_AutoML_20190416_020809_model_12 exclusive_use_area 5.5630264037131315e+20 0.42942021609154696 0.15446868704416286 -7610 GBM_grid_1_AutoML_20190416_020809_model_12 city 5.0762858002362296e+20 0.39184781575455235 0.1409533490799252 -7611 GBM_grid_1_AutoML_20190416_020809_model_12 apartment_building_count_in_sites 2.087310763107633e+20 0.16112334795779854 0.057958407821896825 -7612 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_gas 1.971062301413574e+20 0.15214991588714483 0.05473053400903851 -7613 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_cogeneration 1.880856432330366e+20 0.14518675932751 0.05222578548732373 -7614 GBM_grid_1_AutoML_20190416_020809_model_12 room_count 1.657565675821151e+20 0.12795053610062906 0.04602566571725497 -7615 GBM_grid_1_AutoML_20190416_020809_model_12 bathroom_count 1.471723229822824e+20 0.11360501667862588 0.040865374079725354 -7616 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_individual 1.3394676380469507e+20 0.10339596486434663 0.03719302990349926 -7617 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_district 6.366503497725326e+19 0.049144208733505376 0.017677885470744815 -7618 GBM_grid_1_AutoML_20190416_020809_model_12 total_parking_capacity_in_site 6.343840364053607e+19 0.04896926784607537 0.01761495669333977 -7619 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_in_sites 2.8739571488483443e+19 0.022184602594597765 0.007980123680654778 -7620 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_corridor 2.3950466074774864e+19 0.018487804247088097 0.006650331636385696 -7621 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_of_area_type 1.202526081645124e+19 0.009282519484198353 0.0033390570435563724 -7622 GBM_grid_1_AutoML_20190416_020809_model_12 floor 5.712883197528769e+18 0.004409879369889608 0.0015862976421789309 -7623 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_stairway 3.6589963014769213e+18 0.002824446386610059 0.0010159943771097973 -7624 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_central 0.0 0.0 0.0 -7625 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_mixed 0.0 0.0 0.0 -7626 GBM_grid_1_AutoML_20190416_015849_model_14 supply_area 9.754002505684589e+19 1.0 0.39374702786906185 -7627 GBM_grid_1_AutoML_20190416_015849_model_14 city 5.797444657700091e+19 0.5943657133901048 0.23402973311462844 -7628 GBM_grid_1_AutoML_20190416_015849_model_14 exclusive_use_area 5.290487553825597e+19 0.5423914491248413 0.2135650210344997 -7629 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_individual 1.7658876922198753e+19 0.18104236606364657 0.07128489355594354 -7630 GBM_grid_1_AutoML_20190416_015849_model_14 apartment_building_count_in_sites 1.5402566911816368e+19 0.15791022098712626 0.06217668018382772 -7631 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_of_area_type 6.241777427547161e+18 0.06399196046863306 0.025196644242038765 -7632 GBM_grid_1_AutoML_20190416_015849_model_14 floor 0.0 0.0 0.0 -7633 GBM_grid_1_AutoML_20190416_015849_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -7634 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_in_sites 0.0 0.0 0.0 -7635 GBM_grid_1_AutoML_20190416_015849_model_14 room_count 0.0 0.0 0.0 -7636 GBM_grid_1_AutoML_20190416_015849_model_14 bathroom_count 0.0 0.0 0.0 -7637 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_cogeneration 0.0 0.0 0.0 -7638 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_gas 0.0 0.0 0.0 -7639 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_central 0.0 0.0 0.0 -7640 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_district 0.0 0.0 0.0 -7641 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_corridor 0.0 0.0 0.0 -7642 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_mixed 0.0 0.0 0.0 -7643 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_stairway 0.0 0.0 0.0 -7644 GBM_grid_1_AutoML_20190416_020809_model_14 supply_area 9.722319858227898e+19 1.0 0.31571231746720185 -7645 GBM_grid_1_AutoML_20190416_020809_model_14 city 8.526192824305268e+19 0.8769710263224512 0.2768705550718515 -7646 GBM_grid_1_AutoML_20190416_020809_model_14 exclusive_use_area 6.72710988648237e+19 0.6919243539173715 0.21844904128724973 -7647 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_district 2.6720617451235574e+19 0.27483787656525405 0.08676970293818112 -7648 GBM_grid_1_AutoML_20190416_020809_model_14 apartment_building_count_in_sites 1.6793802064185524e+19 0.17273451510621823 0.05453441407075754 -7649 GBM_grid_1_AutoML_20190416_020809_model_14 floor 9.535666324491993e+18 0.09808015436173968 0.03096511283108572 -7650 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_in_sites 4.624045078879404e+18 0.04756112889009841 0.015015634223249256 -7651 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_cogeneration 5.18346065217323e+17 0.005331505985977741 0.0016832221104232914 -7652 GBM_grid_1_AutoML_20190416_020809_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -7653 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_of_area_type 0.0 0.0 0.0 -7654 GBM_grid_1_AutoML_20190416_020809_model_14 room_count 0.0 0.0 0.0 -7655 GBM_grid_1_AutoML_20190416_020809_model_14 bathroom_count 0.0 0.0 0.0 -7656 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_gas 0.0 0.0 0.0 -7657 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_central 0.0 0.0 0.0 -7658 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_individual 0.0 0.0 0.0 -7659 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_corridor 0.0 0.0 0.0 -7660 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_mixed 0.0 0.0 0.0 -7661 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_stairway 0.0 0.0 0.0 -7662 GBM_grid_1_AutoML_20190416_023844_model_66 supply_area 2.244380133299155e+20 1.0 0.22098364209646085 -7663 GBM_grid_1_AutoML_20190416_023844_model_66 room_count 1.7296442045604718e+20 0.770655638453705 0.17030228978767306 -7664 GBM_grid_1_AutoML_20190416_023844_model_66 exclusive_use_area 1.7066665226022787e+20 0.7604177640324871 0.16803988701074615 -7665 GBM_grid_1_AutoML_20190416_023844_model_66 total_parking_capacity_in_site 7.4245551808458e+19 0.33080649176536686 0.07310282337946367 -7666 GBM_grid_1_AutoML_20190416_023844_model_66 city 7.23974926644921e+19 0.3225723289488866 0.07128320809066259 -7667 GBM_grid_1_AutoML_20190416_023844_model_66 apartment_building_count_in_sites 5.796709744128085e+19 0.2582766465503835 0.05707491402316407 -7668 GBM_grid_1_AutoML_20190416_023844_model_66 heat_fuel_gas 5.285412647956434e+19 0.2354954300984243 0.052040637840222316 -7669 GBM_grid_1_AutoML_20190416_023844_model_66 heat_fuel_cogeneration 4.417943713324886e+19 0.1968447166225212 0.04349946240669048 -7670 GBM_grid_1_AutoML_20190416_023844_model_66 total_household_count_of_area_type 3.781290856665842e+19 0.16847818248629234 0.03723092237961304 -7671 GBM_grid_1_AutoML_20190416_023844_model_66 heat_type_district 3.289002117515182e+19 0.1465438972978464 0.03238380415188781 -7672 GBM_grid_1_AutoML_20190416_023844_model_66 heat_type_individual 2.590669957072788e+19 0.11542919662475357 0.025507964274406547 -7673 GBM_grid_1_AutoML_20190416_023844_model_66 total_household_count_in_sites 1.411468915099304e+19 0.06288903088018771 0.013897447091820678 -7674 GBM_grid_1_AutoML_20190416_023844_model_66 front_door_structure_stairway 1.2358671224899895e+19 0.05506496444848275 0.012168456395737853 -7675 GBM_grid_1_AutoML_20190416_023844_model_66 front_door_structure_corridor 1.1525376650975904e+19 0.05135215946700628 0.0113479872285373 -7676 GBM_grid_1_AutoML_20190416_023844_model_66 floor 8.296276476697772e+18 0.03696466723086946 0.008168586793561233 -7677 GBM_grid_1_AutoML_20190416_023844_model_66 heat_type_central 3.0143617050827817e+18 0.013430709265153681 0.002967967049352342 -7678 GBM_grid_1_AutoML_20190416_023844_model_66 bathroom_count 0.0 0.0 0.0 -7679 GBM_grid_1_AutoML_20190416_023844_model_66 front_door_structure_mixed 0.0 0.0 0.0 -7680 GLM_grid_1_AutoML_20190416_020809_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7681 GLM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7682 GLM_grid_1_AutoML_20190416_020809_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7683 GLM_grid_1_AutoML_20190416_020809_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7684 GLM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7685 GLM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7686 GLM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7687 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7688 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7689 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7690 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7691 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7692 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7693 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7694 GLM_grid_1_AutoML_20190416_020809_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7695 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7696 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7697 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7698 GLM_grid_1_AutoML_20190416_022142_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7699 GLM_grid_1_AutoML_20190416_022142_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7700 GLM_grid_1_AutoML_20190416_022142_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7701 GLM_grid_1_AutoML_20190416_022142_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7702 GLM_grid_1_AutoML_20190416_022142_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7703 GLM_grid_1_AutoML_20190416_022142_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7704 GLM_grid_1_AutoML_20190416_022142_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7705 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7706 GLM_grid_1_AutoML_20190416_022142_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7707 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7708 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7709 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7710 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7711 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7712 GLM_grid_1_AutoML_20190416_022142_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7713 GLM_grid_1_AutoML_20190416_022142_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7714 GLM_grid_1_AutoML_20190416_022142_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7715 GLM_grid_1_AutoML_20190416_022142_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7716 GLM_grid_1_AutoML_20190416_023643_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7717 GLM_grid_1_AutoML_20190416_023643_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7718 GLM_grid_1_AutoML_20190416_023643_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7719 GLM_grid_1_AutoML_20190416_023643_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7720 GLM_grid_1_AutoML_20190416_023643_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7721 GLM_grid_1_AutoML_20190416_023643_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7722 GLM_grid_1_AutoML_20190416_023643_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7723 GLM_grid_1_AutoML_20190416_023643_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7724 GLM_grid_1_AutoML_20190416_023643_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7725 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7726 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7727 GLM_grid_1_AutoML_20190416_023643_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7728 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7729 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7730 GLM_grid_1_AutoML_20190416_023643_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7731 GLM_grid_1_AutoML_20190416_023643_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7732 GLM_grid_1_AutoML_20190416_023643_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7733 GLM_grid_1_AutoML_20190416_023643_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7734 GLM_grid_1_AutoML_20190416_023844_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7735 GLM_grid_1_AutoML_20190416_023844_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7736 GLM_grid_1_AutoML_20190416_023844_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7737 GLM_grid_1_AutoML_20190416_023844_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7738 GLM_grid_1_AutoML_20190416_023844_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7739 GLM_grid_1_AutoML_20190416_023844_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7740 GLM_grid_1_AutoML_20190416_023844_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7741 GLM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7742 GLM_grid_1_AutoML_20190416_023844_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7743 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7744 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7745 GLM_grid_1_AutoML_20190416_023844_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7746 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7747 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7748 GLM_grid_1_AutoML_20190416_023844_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7749 GLM_grid_1_AutoML_20190416_023844_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7750 GLM_grid_1_AutoML_20190416_023844_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7751 GLM_grid_1_AutoML_20190416_023844_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7752 GLM_grid_1_AutoML_20190416_021340_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7753 GLM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7754 GLM_grid_1_AutoML_20190416_021340_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7755 GLM_grid_1_AutoML_20190416_021340_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7756 GLM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7757 GLM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7758 GLM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7759 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7760 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7761 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7762 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7763 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7764 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7765 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7766 GLM_grid_1_AutoML_20190416_021340_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7767 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7768 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7769 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7770 GLM_grid_1_AutoML_20190416_015849_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7771 GLM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7772 GLM_grid_1_AutoML_20190416_015849_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7773 GLM_grid_1_AutoML_20190416_015849_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7774 GLM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7775 GLM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7776 GLM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7777 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7778 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7779 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7780 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7781 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7782 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7783 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7784 GLM_grid_1_AutoML_20190416_015849_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7785 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7786 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7787 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7788 GLM_grid_1_AutoML_20190416_030706_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -7789 GLM_grid_1_AutoML_20190416_030706_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -7790 GLM_grid_1_AutoML_20190416_030706_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -7791 GLM_grid_1_AutoML_20190416_030706_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -7792 GLM_grid_1_AutoML_20190416_030706_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -7793 GLM_grid_1_AutoML_20190416_030706_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -7794 GLM_grid_1_AutoML_20190416_030706_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -7795 GLM_grid_1_AutoML_20190416_030706_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -7796 GLM_grid_1_AutoML_20190416_030706_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -7797 GLM_grid_1_AutoML_20190416_030706_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -7798 GLM_grid_1_AutoML_20190416_030706_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -7799 GLM_grid_1_AutoML_20190416_030706_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -7800 GLM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -7801 GLM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -7802 GLM_grid_1_AutoML_20190416_030706_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -7803 GLM_grid_1_AutoML_20190416_030706_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -7804 GLM_grid_1_AutoML_20190416_030706_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -7805 GLM_grid_1_AutoML_20190416_030706_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -7806 XGBoost_grid_1_AutoML_20190416_015849_model_2 supply_area 4.933924201265281e+20 1.0 0.2917664813628233 -7807 XGBoost_grid_1_AutoML_20190416_015849_model_2 city 4.318859155905991e+20 0.8753395836114467 0.2553947503079107 -7808 XGBoost_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 4.080034675041417e+20 0.8269350133095097 0.24127191914903512 -7809 XGBoost_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 8.116474329768028e+19 0.16450342564416773 0.04799658567232965 -7810 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 6.831497080618772e+19 0.13845970878245084 0.04039790204197689 -7811 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 6.3661424181067645e+19 0.1290279736456875 0.037646037867977336 -7812 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 3.721253123742761e+19 0.07542177325684216 0.022005545401293524 -7813 XGBoost_grid_1_AutoML_20190416_015849_model_2 bathroom_count 2.4492344987361477e+19 0.04964069975189431 0.014483492298998578 -7814 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.866385803777671e+19 0.037827614037910136 0.011036829846191983 -7815 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 1.7386246417021927e+19 0.035238170891566 0.010281317130694075 -7816 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 1.1003572621689225e+19 0.022301867991541928 0.006506937551710364 -7817 XGBoost_grid_1_AutoML_20190416_015849_model_2 floor 1.058001105585596e+19 0.021443400069143272 0.006256465386629255 -7818 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_district 1.0114161173306802e+19 0.02049922285128149 0.005980986121990783 -7819 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 5.191425514404839e+18 0.010521899613037271 0.003069937627348737 -7820 XGBoost_grid_1_AutoML_20190416_015849_model_2 room_count 3.9228153204687503e+18 0.007950700417048895 0.0023197478850522876 -7821 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_central 3.12812047662737e+18 0.006340025401738394 0.0018498069032161315 -7822 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.1244616612207657e+18 0.004305825494189712 0.0012562955538020718 -7823 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 8.099496743235748e+17 0.0016415932658954654 0.00047896189101922555 -7824 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 1.3056054067002868e+20 1.0 0.19320784828412976 -7825 GBM_grid_1_AutoML_20190416_015849_model_4 supply_area 1.0296593022196698e+20 0.7886450967003671 0.15237242219330738 -7826 GBM_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.673413912827265e+19 0.6643212312323339 0.12835207565586304 -7827 GBM_grid_1_AutoML_20190416_015849_model_4 floor 8.23772231481405e+19 0.6309503830589674 0.12190456588487054 -7828 GBM_grid_1_AutoML_20190416_015849_model_4 city 5.286245637965637e+19 0.40488846100337433 0.07822762834553473 -7829 GBM_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 4.382566706798867e+19 0.3356731432259551 0.0648546857294573 -7830 GBM_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 3.908273014753041e+19 0.2993456518099591 0.057835929279412515 -7831 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 2.9949073861455643e+19 0.2293884025583751 0.044319639679637424 -7832 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 1.8354990927883272e+19 0.14058605175565747 0.027162328558471883 -7833 GBM_grid_1_AutoML_20190416_015849_model_4 room_count 1.7989867305554674e+19 0.13778946696476424 0.02662200642847928 -7834 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 1.7588279479602512e+19 0.13471359255515136 0.026027723352205757 -7835 GBM_grid_1_AutoML_20190416_015849_model_4 bathroom_count 9.255008284920775e+18 0.07088671843287904 0.013695870340339518 -7836 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 8.828955775494783e+18 0.06762346211332401 0.013065383608438704 -7837 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_central 8.757136775480082e+18 0.06707338013873866 0.012959103453749182 -7838 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.315631729637327e+18 0.06369176848504161 0.012305749542405839 -7839 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 6.827814926128513e+18 0.05229616001196522 0.010104028549434351 -7840 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 5.869667508335673e+18 0.04495743873465061 0.008686130002287434 -7841 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_district 5.606631891378635e+18 0.04294277476644738 0.008296881111975322 -7842 XGBoost_grid_1_AutoML_20190416_030706_model_1 city 3.7619130637379174e+20 1.0 0.2753656614505713 -7843 XGBoost_grid_1_AutoML_20190416_030706_model_1 supply_area 3.626316012144768e+20 0.9639552936775159 0.26544018705228883 -7844 XGBoost_grid_1_AutoML_20190416_030706_model_1 exclusive_use_area 2.514950241646459e+20 0.6685296015712683 0.18409009593595915 -7845 XGBoost_grid_1_AutoML_20190416_030706_model_1 total_parking_capacity_in_site 8.336096939565122e+19 0.2215919612794613 0.061018816989848235 -7846 XGBoost_grid_1_AutoML_20190416_030706_model_1 apartment_building_count_in_sites 8.13674668535631e+19 0.21629278900112234 0.0595596069102829 -7847 XGBoost_grid_1_AutoML_20190416_030706_model_1 total_household_count_in_sites 4.177422905920979e+19 0.11104517396184063 0.030578027778896 -7848 XGBoost_grid_1_AutoML_20190416_030706_model_1 total_household_count_of_area_type 3.576539801341395e+19 0.09507236719042275 0.02617966527706235 -7849 XGBoost_grid_1_AutoML_20190416_030706_model_1 heat_fuel_cogeneration 3.500058872024924e+19 0.09303933431537598 0.025619837834674343 -7850 XGBoost_grid_1_AutoML_20190416_030706_model_1 room_count 2.18384955528404e+19 0.05805156893004115 0.015985408676664214 -7851 XGBoost_grid_1_AutoML_20190416_030706_model_1 floor 1.6486963553245331e+19 0.04382600893191171 0.012068177938274513 -7852 XGBoost_grid_1_AutoML_20190416_030706_model_1 bathroom_count 1.4606269804655411e+19 0.03882670746820052 0.010691541983928873 -7853 XGBoost_grid_1_AutoML_20190416_030706_model_1 heat_type_individual 1.2699964032208077e+19 0.03375932355967078 0.0092961584621326 -7854 XGBoost_grid_1_AutoML_20190416_030706_model_1 heat_type_district 1.1146575103997772e+19 0.029630070964272354 0.008159104089904223 -7855 XGBoost_grid_1_AutoML_20190416_030706_model_1 heat_fuel_gas 8.832132264587428e+18 0.02347776813271605 0.006464971151248499 -7856 XGBoost_grid_1_AutoML_20190416_030706_model_1 heat_type_central 4.280309431612211e+18 0.011378012620417134 0.003133113971214112 -7857 XGBoost_grid_1_AutoML_20190416_030706_model_1 front_door_structure_corridor 4.117150152387461e+18 0.010944299037832023 0.0030136841436654662 -7858 XGBoost_grid_1_AutoML_20190416_030706_model_1 front_door_structure_stairway 3.1092792453738004e+18 0.008265154437897493 0.002275939718782768 -7859 XGBoost_grid_1_AutoML_20190416_030706_model_1 front_door_structure_mixed 1.4481218224059843e+18 0.0038494292607790873 0.0010600006346016169 -7860 XGBoost_grid_1_AutoML_20190416_021340_model_2 supply_area 4.975218339567339e+20 1.0 0.27265847257280296 -7861 XGBoost_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 4.535151916728598e+20 0.9115483195302319 0.24854137247941835 -7862 XGBoost_grid_1_AutoML_20190416_021340_model_2 city 4.4973164022028724e+20 0.9039435247366397 0.24646786074676794 -7863 XGBoost_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 1.1001703671824332e+20 0.22113006748526087 0.06029298644045207 -7864 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 8.64608269258866e+19 0.17378298001169837 0.04738340188913963 -7865 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 6.948710297795507e+19 0.13966643920997826 0.03808123798467491 -7866 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 4.795363394089229e+19 0.09638498386999934 0.026280182480948273 -7867 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 3.7283027524954096e+19 0.0749374700371368 0.02043233611879591 -7868 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 3.041983416293445e+19 0.061142711910769844 0.016671078438549432 -7869 XGBoost_grid_1_AutoML_20190416_021340_model_2 floor 1.9605022398966923e+19 0.039405350802497324 0.010744202761004396 -7870 XGBoost_grid_1_AutoML_20190416_021340_model_2 bathroom_count 9.058068709955863e+18 0.01820637425682022 0.004964122195953402 -7871 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 6.729286589651878e+18 0.013525610597096083 0.0036878723260187355 -7872 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 3.1249772477614653e+18 0.006281085641827779 0.001712591217199726 -7873 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.8678899356844687e+18 0.0037543878644065833 0.0010236656605549666 -7874 XGBoost_grid_1_AutoML_20190416_021340_model_2 room_count 9.728950298172457e+17 0.0019554820782033294 0.0005331787565864102 -7875 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_district 8.698297647670231e+17 0.0017483248078770074 0.000476695571676884 -7876 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 8.894052636295168e+16 0.00017876708174919263 4.874235945603226e-05 -7877 XGBoost_grid_1_AutoML_20190416_030706_model_10 city 6.200491931406497e+20 1.0 0.28018836583240103 -7878 XGBoost_grid_1_AutoML_20190416_030706_model_10 supply_area 5.7097997711002986e+20 0.9208623822537751 0.2580149260402171 -7879 XGBoost_grid_1_AutoML_20190416_030706_model_10 exclusive_use_area 5.325507263053053e+20 0.8588846372137823 0.24064948293948427 -7880 XGBoost_grid_1_AutoML_20190416_030706_model_10 apartment_building_count_in_sites 1.1581909800536611e+20 0.1867901761450952 0.05233643420764056 -7881 XGBoost_grid_1_AutoML_20190416_030706_model_10 heat_fuel_cogeneration 8.404197171352358e+19 0.1355408129600772 0.03797695888687915 -7882 XGBoost_grid_1_AutoML_20190416_030706_model_10 total_parking_capacity_in_site 8.312374756293529e+19 0.1340599237649194 0.03756203096330903 -7883 XGBoost_grid_1_AutoML_20190416_030706_model_10 total_household_count_in_sites 5.212668518858123e+19 0.08406862836890588 0.02355505160045517 -7884 XGBoost_grid_1_AutoML_20190416_030706_model_10 heat_type_individual 3.4398988734088348e+19 0.05547783807257597 0.015544244789469622 -7885 XGBoost_grid_1_AutoML_20190416_030706_model_10 total_household_count_of_area_type 2.685396402242899e+19 0.04330940886546325 0.01213479249518145 -7886 XGBoost_grid_1_AutoML_20190416_030706_model_10 room_count 1.907039146703061e+19 0.03075625559713413 0.00861754499488465 -7887 XGBoost_grid_1_AutoML_20190416_030706_model_10 heat_fuel_gas 1.8343264636373041e+19 0.029583563432219677 0.008288970293572808 -7888 XGBoost_grid_1_AutoML_20190416_030706_model_10 floor 1.75442011579566e+19 0.02829485362135926 0.007927888797635646 -7889 XGBoost_grid_1_AutoML_20190416_030706_model_10 bathroom_count 1.6957838203933426e+19 0.02734918195448207 0.007662922598679323 -7890 XGBoost_grid_1_AutoML_20190416_030706_model_10 heat_type_district 9.577253152789365e+18 0.015445956963961237 0.004327777440449893 -7891 XGBoost_grid_1_AutoML_20190416_030706_model_10 front_door_structure_corridor 7.433072437719204e+18 0.011987875349163003 0.0033588632038845053 -7892 XGBoost_grid_1_AutoML_20190416_030706_model_10 front_door_structure_stairway 3.142856681218638e+18 0.005068721507884817 0.0014201967961537903 -7893 XGBoost_grid_1_AutoML_20190416_030706_model_10 heat_type_central 9.594301355455939e+17 0.001547345188348564 0.00043354811970201297 -7894 XGBoost_grid_1_AutoML_20190416_021340_model_13 city 1.5938508241710665e+20 1.0 0.5436907761741018 -7895 XGBoost_grid_1_AutoML_20190416_021340_model_13 supply_area 8.691876032471577e+19 0.545338114499647 0.29649530274963426 -7896 XGBoost_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 4.409797651577019e+19 0.2766756828620066 0.150426016763744 -7897 XGBoost_grid_1_AutoML_20190416_021340_model_13 bathroom_count 1.9094499633859133e+18 0.011980104627288343 0.0065134723834573485 -7898 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 3.9575271774355456e+17 0.0024829972274813014 0.0013499826898474517 -7899 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 3.4796306331756134e+17 0.0021831595406585857 0.001186963705172562 -7900 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 9.89352073185198e+16 0.0006207306594704323 0.0003374855340425414 -7901 XGBoost_grid_1_AutoML_20190416_022142_model_19 city 6.601075859262034e+20 1.0 0.28864495123773165 -7902 XGBoost_grid_1_AutoML_20190416_022142_model_19 supply_area 5.70130450445945e+20 0.8636932260761545 0.24930068912511072 -7903 XGBoost_grid_1_AutoML_20190416_022142_model_19 exclusive_use_area 5.6597169284941716e+20 0.8573931051789031 0.24748219103593178 -7904 XGBoost_grid_1_AutoML_20190416_022142_model_19 apartment_building_count_in_sites 1.3204327168250321e+20 0.2000329559873668 0.05773850282691281 -7905 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_parking_capacity_in_site 8.161887678432385e+19 0.12364480961054797 0.03568945004083523 -7906 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_in_sites 6.161707142521815e+19 0.09334398322170867 0.02694326948536574 -7907 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_cogeneration 6.1484149265513054e+19 0.09314261883423751 0.02688514667156311 -7908 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_individual 3.967835758652922e+19 0.06010892532140216 0.017350137818348578 -7909 XGBoost_grid_1_AutoML_20190416_022142_model_19 bathroom_count 3.126072306367149e+19 0.04735701229642629 0.013669362505066623 -7910 XGBoost_grid_1_AutoML_20190416_022142_model_19 total_household_count_of_area_type 3.0431176724886585e+19 0.04610032875502908 0.013306627145538766 -7911 XGBoost_grid_1_AutoML_20190416_022142_model_19 floor 1.785504079171027e+19 0.027048682930461535 0.0078074657655079335 -7912 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_fuel_gas 1.3534768235597005e+19 0.02050388228247103 0.00591834210160804 -7913 XGBoost_grid_1_AutoML_20190416_022142_model_19 room_count 6.916839084094652e+18 0.01047835115300117 0.0030245231576098517 -7914 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_district 4.417273121183105e+18 0.006691747247511458 0.0019315390579531695 -7915 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_stairway 4.331478228867744e+18 0.006561776172879765 0.001894023563453789 -7916 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_corridor 4.198788615871922e+18 0.0063607640714817126 0.0018360024352475541 -7917 XGBoost_grid_1_AutoML_20190416_022142_model_19 heat_type_central 1.1670129830673777e+18 0.0017679133037532516 0.0005102992493543943 -7918 XGBoost_grid_1_AutoML_20190416_022142_model_19 front_door_structure_mixed 1.5431391433772237e+17 0.00023377085436944797 6.747677686027217e-05 -7919 XGBoost_grid_1_AutoML_20190416_023844_model_10 city 4.988849820845715e+20 1.0 0.29489645315528545 -7920 XGBoost_grid_1_AutoML_20190416_023844_model_10 supply_area 4.405573503824964e+20 0.8830840097483885 0.2604183423129473 -7921 XGBoost_grid_1_AutoML_20190416_023844_model_10 exclusive_use_area 4.0170472602842694e+20 0.8052050882548506 0.23745212458894405 -7922 XGBoost_grid_1_AutoML_20190416_023844_model_10 apartment_building_count_in_sites 8.744621804279248e+19 0.17528332417905598 0.0516904305976717 -7923 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_parking_capacity_in_site 6.4995949822211e+19 0.130282434140687 0.03841982773652567 -7924 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_fuel_cogeneration 3.919955545700486e+19 0.07857433449532003 0.023171292551706874 -7925 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_individual 3.4417020724783874e+19 0.06898788690927053 0.02034428316022183 -7926 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_household_count_in_sites 3.42024158462513e+19 0.06855771785981177 0.020217427833279258 -7927 XGBoost_grid_1_AutoML_20190416_023844_model_10 bathroom_count 2.2116944673551417e+19 0.044332752974716984 0.013073571610853471 -7928 XGBoost_grid_1_AutoML_20190416_023844_model_10 total_household_count_of_area_type 1.6600574990231798e+19 0.03327535521487727 0.009812784230349538 -7929 XGBoost_grid_1_AutoML_20190416_023844_model_10 floor 1.405277235269809e+19 0.028168361160079678 0.0083067497973046 -7930 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_fuel_gas 1.3947230231547871e+19 0.02795680514027484 0.008244362677420505 -7931 XGBoost_grid_1_AutoML_20190416_023844_model_10 room_count 1.1606677839268545e+19 0.023265237992874613 0.006860836165912316 -7932 XGBoost_grid_1_AutoML_20190416_023844_model_10 front_door_structure_corridor 5.222440538401145e+18 0.010468225594964554 0.003087042598784425 -7933 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_district 2.896653487771222e+18 0.005806255132531086 0.0017122440446980891 -7934 XGBoost_grid_1_AutoML_20190416_023844_model_10 heat_type_central 2.176102698720428e+18 0.004361932663572408 0.0012863184713896901 -7935 XGBoost_grid_1_AutoML_20190416_023844_model_10 front_door_structure_stairway 1.701724866547286e+18 0.0034110565113359293 0.0010059084667052073 diff --git a/DS/result/2000/leaderboard.csv b/DS/result/2000/leaderboard.csv deleted file mode 100644 index fd418a5..0000000 --- a/DS/result/2000/leaderboard.csv +++ /dev/null @@ -1,445 +0,0 @@ - model_id mean_residual_deviance rmse mse mae rmsle system_date runtime -0 GBM_1_AutoML_20190416_015849 25146739460939084 158577235.00218776 25146739460939084 96028946.2887346 0.3325625379269681 2019-04-16 2000 -1 XGBoost_grid_1_AutoML_20190416_030706_model_15 25278240654582092 158991322.57636607 25278240654582092 93743240.60828668 0.3242221755141184 2019-04-16 2000 -2 GBM_grid_1_AutoML_20190416_030706_model_65 25279444873904156 158995109.5911574 25279444873904156 95620994.82447384 0.3286740806521549 2019-04-16 2000 -3 XGBoost_grid_1_AutoML_20190416_021340_model_7 25287291314391604 159019782.77683443 25287291314391604 94756821.10638298 0.3265109694820456 2019-04-16 2000 -4 XGBoost_grid_1_AutoML_20190416_030706_model_17 25287397868345760 159020117.81012413 25287397868345760 93377506.89630459 0.3263922157640705 2019-04-16 2000 -5 XGBoost_grid_1_AutoML_20190416_030706_model_8 25339304101179668 159183240.64165697 25339304101179668 93305215.2618141 0.3282217116619308 2019-04-16 2000 -6 XGBoost_1_AutoML_20190416_023643 25390018062395390 159342455.30427662 25390018062395390 95017086.1643897 0.32542248561132664 2019-04-16 2000 -7 XGBoost_1_AutoML_20190416_015849 25430683883193010 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2019-04-16 2000 -14 GBM_1_AutoML_20190416_030706 25524847720216708 159764976.51305404 25524847720216708 97018563.6605404 0.3317675981579662 2019-04-16 2000 -15 XGBoost_grid_1_AutoML_20190416_022142_model_3 25605051932525788 160015786.51034963 25605051932525788 93655971.06203808 0.3230117653534213 2019-04-16 2000 -16 XGBoost_grid_1_AutoML_20190416_020809_model_4 25650591781436650 160158021.2834707 25650591781436650 94959937.13863382 0.3256110044640297 2019-04-16 2000 -17 XGBoost_grid_1_AutoML_20190416_022142_model_14 25668110357786624 160212703.48441982 25668110357786624 95048095.65778276 0.32606671705433715 2019-04-16 2000 -18 XGBoost_grid_1_AutoML_20190416_022142_model_16 25781216032985580 160565301.4601398 25781216032985580 93900215.69540872 0.3268410911874458 2019-04-16 2000 -19 XGBoost_grid_1_AutoML_20190416_030706_model_16 25839854252070812 160747797.03644717 25839854252070812 97878228.9926092 0.33345513816564426 2019-04-16 2000 -20 XGBoost_grid_1_AutoML_20190416_023844_model_6 25899491263707040 160933188.81979266 25899491263707040 94963875.85397536 0.3268196866884665 2019-04-16 2000 -21 XGBoost_1_AutoML_20190416_022142 25937422774155144 161050994.32836527 25937422774155144 94928749.03740202 0.3254774090437719 2019-04-16 2000 -22 GBM_1_AutoML_20190416_020809 25964562050560844 161135229.07967967 25964562050560844 97608203.53054428 0.334991125349722 2019-04-16 2000 -23 XGBoost_grid_1_AutoML_20190416_030706_model_24 25968077616236664 161146137.45366862 25968077616236664 94307047.02709968 0.3290149019617756 2019-04-16 2000 -24 XGBoost_grid_1_AutoML_20190416_023844_model_1 25985749054649596 161200958.60338297 25985749054649596 95320924.59216124 0.3255264177462727 2019-04-16 2000 -25 GBM_grid_1_AutoML_20190416_021340_model_9 25998652512830424 161240976.53149593 25998652512830424 95539592.52258098 0.32993690143952065 2019-04-16 2000 -26 GBM_grid_1_AutoML_20190416_023844_model_36 26074913780101628 161477285.64755362 26074913780101628 97672330.57122529 0.3339226827371736 2019-04-16 2000 -27 XGBoost_grid_1_AutoML_20190416_023844_model_3 26075074113524544 161477782.10492158 26075074113524544 94100806.25487122 0.3250469935194902 2019-04-16 2000 -28 XGBoost_grid_1_AutoML_20190416_030706_model_27 26080049564418556 161493187.36224928 26080049564418556 94572789.606271 0.3258648423078483 2019-04-16 2000 -29 XGBoost_1_AutoML_20190416_020809 26088676862485030 161519896.18150768 26088676862485030 95505214.75117579 0.3253468369950239 2019-04-16 2000 -30 XGBoost_grid_1_AutoML_20190416_022142_model_6 26096871388238400 161545261.11352938 26096871388238400 95137034.78701007 0.3340204303048377 2019-04-16 2000 -31 XGBoost_grid_1_AutoML_20190416_023844_model_12 26124760363642532 161631557.44978312 26124760363642532 94286085.69406494 0.3273746286909312 2019-04-16 2000 -32 XGBoost_1_AutoML_20190416_030706 26139522374039856 161677216.62015292 26139522374039856 95172125.58297873 0.3256796550970548 2019-04-16 2000 -33 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XGBoost_2_AutoML_20190416_015849 26397458426429430 162472946.7524653 26397458426429430 94996162.43673012 0.3265386957777082 2019-04-16 2000 -47 XGBoost_grid_1_AutoML_20190416_030706_model_12 26418350514566470 162537228.08811054 26418350514566470 96115787.14714444 0.32698593185096503 2019-04-16 2000 -48 XGBoost_2_AutoML_20190416_023844 26420210927983480 162542951.02520895 26420210927983480 95365306.79417694 0.3271295747028384 2019-04-16 2000 -49 XGBoost_2_AutoML_20190416_022142 26421353457477156 162546465.5336349 26421353457477156 95198321.3912654 0.3256217615277969 2019-04-16 2000 -50 GBM_grid_1_AutoML_20190416_022142_model_22 26421406078199136 162546627.39718452 26421406078199136 95522427.40957417 0.3279514930585443 2019-04-16 2000 -51 XGBoost_1_AutoML_20190416_023844 26422382255336908 162549630.12980655 26422382255336908 95688616.65218364 0.3275281336221339 2019-04-16 2000 -52 GBM_1_AutoML_20190416_023844 26434133035086560 162585771.31805402 26434133035086560 97565813.36519524 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GBM_3_AutoML_20190416_022142 27073451248343420 164540120.48234138 27073451248343420 99066591.52557604 0.33361146474665543 2019-04-16 2000 -87 GBM_4_AutoML_20190416_022142 27124563009725240 164695364.26300904 27124563009725240 97975315.7403629 0.3293218141042152 2019-04-16 2000 -88 GBM_4_AutoML_20190416_021340 27128481211098464 164707259.13297948 27128481211098464 97611897.45148912 0.33089964101772645 2019-04-16 2000 -89 XRT_1_AutoML_20190416_020809 27150302443024316 164773488.28930068 27150302443024316 97653895.54037158 0.3372920493951284 2019-04-16 2000 -90 GBM_3_AutoML_20190416_023643 27153248987269868 164782429.24313825 27153248987269868 99048981.53613059 0.3352160759911942 2019-04-16 2000 -91 XGBoost_grid_1_AutoML_20190416_022142_model_11 27197638491367028 164917065.49465105 27197638491367028 97257622.09272116 0.34629795863866764 2019-04-16 2000 -92 GBM_3_AutoML_20190416_020809 27200167268118450 164924732.1298975 27200167268118450 99454011.3965044 0.3355094937763093 2019-04-16 2000 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217195869.40621948 0.7559078362971621 2019-04-16 2000 -433 GLM_grid_1_AutoML_20190416_015849_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 2000 -434 GLM_grid_1_AutoML_20190416_030706_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 2000 -435 StackedEnsemble_BestOfFamily_AutoML_20190416_015849 100495854999988340 317010812.1184329 100495854999988340 217194254.21912342 0.7559186219924334 2019-04-16 2000 -436 XGBoost_grid_1_AutoML_20190416_015849_model_2 107801180437006900 328330900.8256867 107801180437006900 201224123.26674137 10.313649722496443 2019-04-16 2000 -437 GBM_grid_1_AutoML_20190416_015849_model_4 121124756589055410 348029821.40767103 121124756589055410 224273882.54226708 2019-04-16 2000 -438 XGBoost_grid_1_AutoML_20190416_030706_model_1 121878897060297090 349111582.5352936 121878897060297090 225471099.87525195 11.950059640129245 2019-04-16 2000 -439 XGBoost_grid_1_AutoML_20190416_021340_model_2 130129964941904400 360735311.47075754 130129964941904400 230687802.27290028 12.315010235914373 2019-04-16 2000 -440 XGBoost_grid_1_AutoML_20190416_030706_model_10 154216967740408400 392704682.6056552 154216967740408400 255447678.7019037 13.400657087748305 2019-04-16 2000 -441 XGBoost_grid_1_AutoML_20190416_021340_model_13 170031094700569340 412348268.7008269 170031094700569340 293766704.42911536 1.3131646172853368 2019-04-16 2000 -442 XGBoost_grid_1_AutoML_20190416_022142_model_19 185462956732219100 430654103.35003084 185462956732219100 302056927.3795073 15.328295024604053 2019-04-16 2000 -443 XGBoost_grid_1_AutoML_20190416_023844_model_10 187858292874370620 433426225.4113965 187858292874370620 300580379.43034714 15.320985399751176 2019-04-16 2000 diff --git a/DS/result/2000/leaderboard_2000.csv b/DS/result/2000/leaderboard_2000.csv deleted file mode 100644 index 566aafe..0000000 --- a/DS/result/2000/leaderboard_2000.csv +++ /dev/null @@ -1,393 +0,0 @@ -,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime -0,GBM_grid_1_AutoML_20190421_195113_model_42,25227258681084860,158830912.23400077,25227258681084860,94917617.52713808,0.3265543276671246,2019-04-21,2000 -1,XGBoost_grid_1_AutoML_20190421_201138_model_4,25414913759634904,159420556.26435038,25414913759634904,94284067.45487122,0.3305880552732152,2019-04-21,2000 -2,XGBoost_grid_1_AutoML_20190421_204058_model_19,25438726742009896,159495224.8251022,25438726742009896,94327564.387458,0.3292691671184692,2019-04-21,2000 -3,GBM_grid_1_AutoML_20190421_193852_model_8,25571141404123644,159909791.45794562,25571141404123644,95197723.51631412,0.3294268464571294,2019-04-21,2000 -4,XGBoost_grid_1_AutoML_20190421_201138_model_18,25574313885274200,159919710.74659368,25574313885274200,94348004.11287794,0.32684768058220115,2019-04-21,2000 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-23,GBM_grid_1_AutoML_20190421_204058_model_11,26165455161795050,161757396.00338233,26165455161795050,99271301.28916112,,2019-04-21,2000 -24,XGBoost_grid_1_AutoML_20190421_204058_model_12,26172243528584828,161778377.81540778,26172243528584828,94889800.77402017,0.326154611163018,2019-04-21,2000 -25,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,2000 -26,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,2000 -27,GBM_grid_1_AutoML_20190421_201138_model_1,26260930927906684,162052247.52500868,26260930927906684,95509036.69415122,0.33674449736022594,2019-04-21,2000 -28,XGBoost_2_AutoML_20190421_193852,26264856485215030,162064359.08371413,26264856485215030,94315665.56237404,0.3245158988519105,2019-04-21,2000 -29,GBM_1_AutoML_20190421_193852,26279155633803444,162108468.7294388,26279155633803444,97327058.64444073,0.3321160066321965,2019-04-21,2000 -30,GBM_grid_1_AutoML_20190421_201138_model_11,26280860570756184,162113727.27426934,26280860570756184,96006998.59726845,0.3294813037532445,2019-04-21,2000 -31,GBM_grid_1_AutoML_20190421_204058_model_43,26307391388006624,162195534.42683503,26307391388006624,98745558.02377552,0.3347128282157712,2019-04-21,2000 -32,XGBoost_grid_1_AutoML_20190421_204058_model_15,26328660183193856,162261086.47236976,26328660183193856,95177338.06405374,0.32765942000462583,2019-04-21,2000 -33,XGBoost_2_AutoML_20190421_204058,26359797630609300,162357006.71855617,26359797630609300,95258820.24456888,0.3276706859534677,2019-04-21,2000 -34,GBM_grid_1_AutoML_20190421_193852_model_5,26397887611581510,162474267.5366826,26397887611581510,95846051.24052164,0.32871123380665457,2019-04-21,2000 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-65,GBM_3_AutoML_20190421_195113,26897628337351956,164004964.36800918,26897628337351956,98761895.48653723,0.3346352072865905,2019-04-21,2000 -66,GBM_grid_1_AutoML_20190421_201138_model_5,26954817103445630,164179222.50834796,26954817103445630,99668129.72840406,0.3412288533485873,2019-04-21,2000 -67,GBM_grid_1_AutoML_20190421_195113_model_21,26968696030774370,164221484.68082482,26968696030774370,97679785.83315656,0.34760367168483985,2019-04-21,2000 -68,GBM_grid_1_AutoML_20190421_204058_model_9,26972520999705668,164233130.03077567,26972520999705668,98318634.58270667,0.36314465934546175,2019-04-21,2000 -69,GBM_grid_1_AutoML_20190421_195113_model_43,26996898173258790,164307328.42225507,26996898173258790,97696501.09934342,0.3385149190944335,2019-04-21,2000 -70,GBM_3_AutoML_20190421_201138,26997948597426076,164310524.91373178,26997948597426076,98509510.8784,0.3327481624497605,2019-04-21,2000 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-83,XGBoost_grid_1_AutoML_20190421_195113_model_2,27213927496490508,164966443.54683322,27213927496490508,100363822.69921613,0.33777746022257593,2019-04-21,2000 -84,XGBoost_grid_1_AutoML_20190421_204058_model_5,27219140040015332,164982241.58986118,27219140040015332,93958174.656215,0.323295764032842,2019-04-21,2000 -85,GBM_4_AutoML_20190421_193852,27249419765676480,165073982.70374554,27249419765676480,98502566.73291816,0.3328970479644612,2019-04-21,2000 -86,GBM_grid_1_AutoML_20190421_195113_model_1,27313380375151132,165267602.31561154,27313380375151132,98805541.6198987,0.3352877719111742,2019-04-21,2000 -87,GBM_3_AutoML_20190421_204058,27322174751437356,165294206.64813802,27322174751437356,99445913.24279952,0.33442507203380994,2019-04-21,2000 -88,XGBoost_grid_1_AutoML_20190421_195113_model_12,27340805403037500,165350553.0775071,27340805403037500,100353150.8774916,0.3412700636049968,2019-04-21,2000 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-113,XRT_1_AutoML_20190421_201138,27927396426327524,167114919.81964844,27927396426327524,99210401.84798452,0.3403288637251221,2019-04-21,2000 -114,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,2000 -115,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,2000 -116,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,2000 -117,GBM_grid_1_AutoML_20190421_195113_model_5,28082567727412210,167578541.96588597,28082567727412210,98942788.15666255,0.3392788049586035,2019-04-21,2000 -118,XGBoost_grid_1_AutoML_20190421_201138_model_5,28112443179696212,167667656.92791265,28112443179696212,98762892.27592383,0.33449358769609144,2019-04-21,2000 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-125,GBM_grid_1_AutoML_20190421_193852_model_16,28185621089782890,167885738.19649747,28185621089782890,101147494.05638872,0.3381587959483219,2019-04-21,2000 -126,GBM_grid_1_AutoML_20190421_201138_model_49,28212598903447596,167966064.73763558,28212598903447596,99271637.973952,0.3499008941070819,2019-04-21,2000 -127,XGBoost_grid_1_AutoML_20190421_204058_model_32,28245188085541040,168063047.94790864,28245188085541040,96063714.62038074,0.32443311232275,2019-04-21,2000 -128,DRF_1_AutoML_20190421_204058,28246104170836650,168065773.34733164,28246104170836650,99366767.2903928,0.3400797029136696,2019-04-21,2000 -129,XGBoost_grid_1_AutoML_20190421_201138_model_11,28254167162284720,168089759.24274722,28254167162284720,96862276.61455768,0.3259298855499593,2019-04-21,2000 -130,XGBoost_3_AutoML_20190421_193027,28277404641281270,168158867.26926202,28277404641281270,102986364.77849944,0.3448139231128953,2019-04-21,2000 -131,GBM_grid_1_AutoML_20190421_204058_model_41,28346562463710876,168364374.0929502,28346562463710876,101094389.29575662,0.340919221251663,2019-04-21,2000 -132,GBM_grid_1_AutoML_20190421_195113_model_8,28356107326233130,168392717.5570046,28356107326233130,101129163.15747234,0.3452682166004931,2019-04-21,2000 -133,XGBoost_3_AutoML_20190421_204058,28439556105069104,168640315.77611893,28439556105069104,103230268.62799552,0.3465758185194557,2019-04-21,2000 -134,GBM_grid_1_AutoML_20190421_204058_model_42,28558190265497570,168991686.97157142,28558190265497570,100124895.11648141,0.3544400269585122,2019-04-21,2000 -135,XGBoost_grid_1_AutoML_20190421_195113_model_11,28562938668398260,169005735.6079913,28562938668398260,103300003.21433371,0.3446326509667765,2019-04-21,2000 -136,XGBoost_grid_1_AutoML_20190421_195113_model_5,28576817075929876,169046789.60551092,28576817075929876,98018865.74064948,0.3421485698015463,2019-04-21,2000 -137,GBM_grid_1_AutoML_20190421_204058_model_16,28661172166170110,169296107.94749567,28661172166170110,102353497.01192322,0.3415004411735449,2019-04-21,2000 -138,XGBoost_grid_1_AutoML_20190421_204058_model_11,28687050285923490,169372519.27607232,28687050285923490,97937947.85397536,0.3356250767445691,2019-04-21,2000 -139,GBM_grid_1_AutoML_20190421_204058_model_29,28693589581668276,169391822.6528904,28693589581668276,102550710.16996785,0.3503736401382528,2019-04-21,2000 -140,XGBoost_3_AutoML_20190421_195113,28756216106456244,169576578.88534093,28756216106456244,103889486.43135498,0.3487607055112712,2019-04-21,2000 -141,XGBoost_3_AutoML_20190421_201138,28764294158928492,169600395.51524782,28764294158928492,103930689.856215,0.3471102392177405,2019-04-21,2000 -142,GBM_grid_1_AutoML_20190421_204058_model_30,28858259328576576,169877188.95889634,28858259328576576,100528668.95980844,0.35213334258019,2019-04-21,2000 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-149,XGBoost_grid_1_AutoML_20190421_201138_model_3,29073855696088090,170510573.56096157,29073855696088090,96563668.48734602,0.3245355396266236,2019-04-21,2000 -150,XGBoost_grid_1_AutoML_20190421_201138_model_9,29173432033831710,170802318.58447272,29173432033831710,99188848.43538634,0.33170796056948193,2019-04-21,2000 -151,GBM_grid_1_AutoML_20190421_195113_model_33,29181225186454360,170825130.43008152,29181225186454360,102385494.3591766,0.3421846650988194,2019-04-21,2000 -152,XGBoost_grid_1_AutoML_20190421_204058_model_30,29194776396170524,170864789.80811268,29194776396170524,100307361.37961926,0.3483013566652906,2019-04-21,2000 -153,GBM_grid_1_AutoML_20190421_201138_model_37,29292380923104864,171150170.67798927,29292380923104864,103124336.65014876,0.3822376577113299,2019-04-21,2000 -154,XGBoost_grid_1_AutoML_20190421_204058_model_26,29344500387179024,171302365.3869935,29344500387179024,103268233.25599104,0.3440397309447568,2019-04-21,2000 -155,GBM_grid_1_AutoML_20190421_195113_model_41,29363016109122984,171356400.84082934,29363016109122984,103136021.68888365,,2019-04-21,2000 -156,XGBoost_grid_1_AutoML_20190421_201138_model_22,29391895309936544,171440646.6096548,29391895309936544,105266184.93706606,0.3485178593034265,2019-04-21,2000 -157,GBM_grid_1_AutoML_20190421_193852_model_20,29422910103265144,171531076.20272526,29422910103265144,103225153.25718318,0.3443803378738321,2019-04-21,2000 -158,GBM_grid_1_AutoML_20190421_204058_model_54,29437366705145176,171573210.91926086,29437366705145176,102562645.56181802,0.3428166063723517,2019-04-21,2000 -159,XGBoost_grid_1_AutoML_20190421_193852_model_9,29523497473880540,171824030.54835066,29523497473880540,101114085.57222845,2.1711774175615197,2019-04-21,2000 -160,XGBoost_grid_1_AutoML_20190421_204058_model_31,29590783125750310,172019717.25866285,29590783125750310,105038688.99440087,0.34953557895504184,2019-04-21,2000 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-167,GBM_grid_1_AutoML_20190421_201138_model_53,30162818487464012,173674461.2413236,30162818487464012,107574443.69216274,,2019-04-21,2000 -168,GBM_grid_1_AutoML_20190421_201138_model_39,30167782571269790,173688751.99986264,30167782571269790,103623673.57494532,0.36020798309642604,2019-04-21,2000 -169,GBM_grid_1_AutoML_20190421_204058_model_20,30173690994118036,173705759.8184874,30173690994118036,104443104.43984409,0.3475891014508893,2019-04-21,2000 -170,XGBoost_grid_1_AutoML_20190421_201138_model_15,30177119049948030,173715626.95954567,30177119049948030,99800327.27166854,0.3331787934400393,2019-04-21,2000 -171,GBM_grid_1_AutoML_20190421_195113_model_15,30204265593935040,173793744.4039199,30204265593935040,107702045.30852216,0.35897150915266224,2019-04-21,2000 -172,XGBoost_grid_1_AutoML_20190421_195113_model_9,30212997421749496,173818863.82596537,30212997421749496,99018356.70235164,0.330109475088102,2019-04-21,2000 -173,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,2000 -174,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,2000 -175,GBM_grid_1_AutoML_20190421_193852_model_12,30474929865168812,174570701.62306392,30474929865168812,109249906.29225989,,2019-04-21,2000 -176,GBM_grid_1_AutoML_20190421_201138_model_57,30511173650424364,174674479.10448843,30511173650424364,108577939.85389459,0.3609438230896187,2019-04-21,2000 -177,GBM_grid_1_AutoML_20190421_195113_model_20,30566762398869428,174833527.67381155,30566762398869428,108465701.75349893,,2019-04-21,2000 -178,GBM_grid_1_AutoML_20190421_204058_model_45,30612893726512956,174965407.22815168,30612893726512956,104049100.32249421,0.34740029949450946,2019-04-21,2000 -179,GBM_grid_1_AutoML_20190421_193852_model_13,30619632271711468,174984662.9613906,30619632271711468,105414169.10187142,0.38647636218648096,2019-04-21,2000 -180,GBM_grid_1_AutoML_20190421_195113_model_25,30823244061926404,175565497.92577812,30823244061926404,106993540.34280191,0.3787217801921676,2019-04-21,2000 -181,GBM_grid_1_AutoML_20190421_204058_model_19,30917232024790410,175832966.2628439,30917232024790410,109573212.15621828,,2019-04-21,2000 -182,GBM_grid_1_AutoML_20190421_204058_model_8,30975645703262864,175998993.47230047,30975645703262864,112038196.14038701,,2019-04-21,2000 -183,GBM_grid_1_AutoML_20190421_204058_model_35,30991457427599828,176043907.6696488,30991457427599828,107385975.60346046,0.35628061146979545,2019-04-21,2000 -184,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,2000 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-203,GBM_grid_1_AutoML_20190421_204058_model_12,32053396547326372,179034623.87852907,32053396547326372,112656643.93250877,,2019-04-21,2000 -204,GBM_grid_1_AutoML_20190421_195113_model_4,32087579930848390,179130064.28527957,32087579930848390,107986003.67501745,0.3589515537439861,2019-04-21,2000 -205,GBM_grid_1_AutoML_20190421_193852_model_17,32114681272632548,179205695.42465034,32114681272632548,108556100.5826916,0.3779122020051669,2019-04-21,2000 -206,GBM_grid_1_AutoML_20190421_204058_model_4,32155700798358856,179320107.06654972,32155700798358856,112704797.93386884,0.40386912167515737,2019-04-21,2000 -207,DeepLearning_grid_1_AutoML_20190421_201138_model_4,32333861864791044,179816189.106518,32333861864791044,110609367.85223874,0.3717588262148578,2019-04-21,2000 -208,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,2000 -209,GBM_grid_1_AutoML_20190421_204058_model_3,32355470101770130,179876263.30833685,32355470101770130,113509894.4042116,,2019-04-21,2000 -210,GBM_grid_1_AutoML_20190421_195113_model_23,32403374842699490,180009374.31894898,32403374842699490,112876201.14740288,0.3947535975734609,2019-04-21,2000 -211,GBM_grid_1_AutoML_20190421_204058_model_50,32418751667537750,180052080.43101794,32418751667537750,110560103.09348786,0.4228408307861718,2019-04-21,2000 -212,GBM_grid_1_AutoML_20190421_201138_model_10,32555659359812660,180431869.02488336,32555659359812660,109361071.98461294,0.39187827534131175,2019-04-21,2000 -213,XGBoost_grid_1_AutoML_20190421_204058_model_22,32560620820971052,180445617.3504113,32560620820971052,107810147.83157894,0.3546910525951642,2019-04-21,2000 -214,GBM_grid_1_AutoML_20190421_201138_model_45,32729573353204636,180913165.22908065,32729573353204636,110555202.42929424,0.3845836303551758,2019-04-21,2000 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-227,GBM_grid_1_AutoML_20190421_201138_model_22,33597717476464304,183296801.59911218,33597717476464304,109458196.43195279,0.3731226897367027,2019-04-21,2000 -228,GBM_grid_1_AutoML_20190421_204058_model_52,33671523513468560,183498020.46198907,33671523513468560,113038591.627026,0.3912793138223109,2019-04-21,2000 -229,GBM_grid_1_AutoML_20190421_195113_model_17,33781611580671870,183797746.3971522,33781611580671870,116635230.02454652,,2019-04-21,2000 -230,GBM_grid_1_AutoML_20190421_201138_model_17,33784509720210544,183805630.27342373,33784509720210544,110828932.467576,0.38161555719554796,2019-04-21,2000 -231,GBM_grid_1_AutoML_20190421_204058_model_31,33812593223567616,183882008.9719699,33812593223567616,113540743.56181741,,2019-04-21,2000 -232,GBM_grid_1_AutoML_20190421_193852_model_3,33999501737146870,184389538.03604716,33999501737146870,116637095.52664834,0.4056652556790789,2019-04-21,2000 -233,GBM_grid_1_AutoML_20190421_201138_model_35,34001115859899532,184393914.92101777,34001115859899532,108526011.94278142,,2019-04-21,2000 -234,GBM_grid_1_AutoML_20190421_193852_model_14,34040942718537708,184501877.27645943,34040942718537708,111253956.20000891,0.3630153994697393,2019-04-21,2000 -235,GBM_grid_1_AutoML_20190421_201138_model_27,34050919272112628,184528911.75128257,34050919272112628,115487600.54466549,0.4082395034011212,2019-04-21,2000 -236,GBM_5_AutoML_20190421_193027,34108814013565956,184685716.86399025,34108814013565956,110479219.98152792,0.3600436406456561,2019-04-21,2000 -237,XGBoost_grid_1_AutoML_20190421_201138_model_20,34162469450366988,184830921.2506581,34162469450366988,106294150.11422172,3.043135526536996,2019-04-21,2000 -238,GBM_5_AutoML_20190421_204058,34173197580071456,184859940.4415988,34173197580071456,110564373.36358944,0.3615993794350905,2019-04-21,2000 -239,GBM_5_AutoML_20190421_201138,34277011128130296,185140517.2514388,34277011128130296,110836878.53580548,0.3608117611095077,2019-04-21,2000 -240,GBM_grid_1_AutoML_20190421_204058_model_47,34314249787056096,185241058.5886836,34314249787056096,111731470.40912454,0.3909513744602424,2019-04-21,2000 -241,GBM_5_AutoML_20190421_193852,34321046423633780,185259403.06401125,34321046423633780,110900073.81838158,0.3627046067492603,2019-04-21,2000 -242,GBM_grid_1_AutoML_20190421_201138_model_44,34325749480668350,185272095.79607052,34325749480668350,113610187.1602296,,2019-04-21,2000 -243,GBM_grid_1_AutoML_20190421_201138_model_13,34350328100894064,185338415.0706325,34350328100894064,112394575.42484082,0.3715541825698713,2019-04-21,2000 -244,GBM_grid_1_AutoML_20190421_195113_model_29,34373916476215524,185402040.10801908,34373916476215524,115477725.77912788,0.4005191711322538,2019-04-21,2000 -245,GBM_5_AutoML_20190421_195113,34410929588042264,185501831.76465476,34410929588042264,110994058.43797944,0.35990657216194344,2019-04-21,2000 -246,GBM_grid_1_AutoML_20190421_204058_model_51,34423357195026810,185535326.00296584,34423357195026810,111505045.71065728,0.36393071694234747,2019-04-21,2000 -247,DeepLearning_grid_1_AutoML_20190421_195113_model_4,34439814912566804,185579672.68148416,34439814912566804,112260669.32961728,0.3747903099812208,2019-04-21,2000 -248,XGBoost_grid_1_AutoML_20190421_204058_model_3,34451855835676116,185612111.23112658,34451855835676116,109942762.68768196,3.0505485152052154,2019-04-21,2000 -249,GBM_grid_1_AutoML_20190421_201138_model_48,34551047332782970,185879120.2173686,34551047332782970,113190864.3733456,0.3676041495372585,2019-04-21,2000 -250,DeepLearning_grid_1_AutoML_20190421_201138_model_1,34669037005639716,186196232.52267945,34669037005639716,114938036.34664504,0.3933012204208615,2019-04-21,2000 -251,GBM_grid_1_AutoML_20190421_201138_model_34,34750704822123452,186415409.2936618,34750704822123452,111453565.37533715,0.3620109605404327,2019-04-21,2000 -252,GBM_grid_1_AutoML_20190421_204058_model_6,34763812945197520,186450564.34668556,34763812945197520,119324954.76064041,,2019-04-21,2000 -253,GBM_grid_1_AutoML_20190421_204058_model_13,34861162972109668,186711443.06686097,34861162972109668,115500261.52679189,0.37617930017557705,2019-04-21,2000 -254,GBM_grid_1_AutoML_20190421_195113_model_28,34920898604816144,186871342.3851184,34920898604816144,115047117.98977126,0.4164659723473126,2019-04-21,2000 -255,GBM_grid_1_AutoML_20190421_193852_model_9,35031886078541972,187168069.0677285,35031886078541972,115726848.8384715,0.40751538462957976,2019-04-21,2000 -256,GBM_grid_1_AutoML_20190421_201138_model_42,35077797309632560,187290675.98156765,35077797309632560,112628959.00900304,0.3678491708793512,2019-04-21,2000 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-263,GBM_grid_1_AutoML_20190421_193027_model_4,35977009196031210,189676063.84578732,35977009196031210,114548846.66121855,0.4050911555463272,2019-04-21,2000 -264,GBM_grid_1_AutoML_20190421_201138_model_6,36128824937687736,190075839.9631256,36128824937687736,118807729.89969784,0.4343410793315203,2019-04-21,2000 -265,DeepLearning_grid_1_AutoML_20190421_193852_model_1,36156747323155990,190149276.42027983,36156747323155990,124517103.21276984,,2019-04-21,2000 -266,GBM_grid_1_AutoML_20190421_201138_model_43,36224601586833016,190327616.45865536,36224601586833016,114472924.61485556,0.37040336951412417,2019-04-21,2000 -267,GBM_grid_1_AutoML_20190421_204058_model_7,36294410427403840,190510919.44401464,36294410427403840,117620967.36223663,0.42377592893473576,2019-04-21,2000 -268,GBM_grid_1_AutoML_20190421_195113_model_35,36312900808596570,190559441.66741398,36312900808596570,114316353.16344404,0.36944446815038,2019-04-21,2000 -269,GBM_grid_1_AutoML_20190421_204058_model_40,36367805641903230,190703449.47562748,36367805641903230,118884760.91927998,0.43524298944487533,2019-04-21,2000 -270,GBM_grid_1_AutoML_20190421_201138_model_40,36408802036394200,190810906.49225008,36408802036394200,115530368.3445804,0.4117678000778784,2019-04-21,2000 -271,DeepLearning_1_AutoML_20190421_193027,36441408972133860,190896330.4312942,36441408972133860,122463715.79679014,,2019-04-21,2000 -272,GBM_grid_1_AutoML_20190421_201138_model_21,36487179745087720,191016176.6581242,36487179745087720,125021147.05466582,,2019-04-21,2000 -273,DeepLearning_1_AutoML_20190421_204058,36563366508193760,191215497.562812,36563366508193760,118336327.54672441,0.3962330081491705,2019-04-21,2000 -274,XGBoost_grid_1_AutoML_20190421_204058_model_33,36699950370761060,191572311.0753771,36699950370761060,112132627.82172452,0.36214668755005386,2019-04-21,2000 -275,GBM_grid_1_AutoML_20190421_193852_model_2,36729046473233680,191648236.2904331,36729046473233680,122603441.18863752,0.4338300802438681,2019-04-21,2000 -276,GBM_grid_1_AutoML_20190421_201138_model_14,36835113464916700,191924759.90584612,36835113464916700,115343797.69390912,0.3729637375320993,2019-04-21,2000 -277,DeepLearning_1_AutoML_20190421_195113,36836122733230220,191927389.2211068,36836122733230220,119011350.56272537,0.4044344101078554,2019-04-21,2000 -278,GBM_grid_1_AutoML_20190421_193852_model_21,36871421503284610,192019325.85884318,36871421503284610,121497390.90462384,0.4162682750212663,2019-04-21,2000 -279,DeepLearning_1_AutoML_20190421_193852,36989523405090160,192326606.07698083,36989523405090160,120956465.32542856,,2019-04-21,2000 -280,GBM_grid_1_AutoML_20190421_204058_model_27,37063723065952440,192519409.58239105,37063723065952440,124535661.09269165,,2019-04-21,2000 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-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize -0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True diff --git a/DS/result/300/Hyperparameter_XGBoost_300.csv b/DS/result/300/Hyperparameter_XGBoost_300.csv deleted file mode 100644 index 2e44a6d..0000000 --- a/DS/result/300/Hyperparameter_XGBoost_300.csv +++ /dev/null @@ -1,12 +0,0 @@ -,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha -0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -1,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -2,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -3,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01 -4,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01 -5,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1 -6,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5 -7,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5 -8,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1 -9,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001 -10,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5 diff --git a/DS/result/300/Hyperparameter_XRT_300.csv b/DS/result/300/Hyperparameter_XRT_300.csv deleted file mode 100644 index a54fa54..0000000 --- a/DS/result/300/Hyperparameter_XRT_300.csv +++ /dev/null @@ -1,2 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378 diff --git a/DS/result/300/all_varimp.csv b/DS/result/300/all_varimp.csv deleted file mode 100644 index 5dcbfa2..0000000 --- a/DS/result/300/all_varimp.csv +++ /dev/null @@ -1,1350 +0,0 @@ - model_id variable relative_importance scaled_importance percentage -0 GBM_1_AutoML_20190416_015849 supply_area 5.142440512168814e+20 1.0 0.26965304008383767 -1 GBM_1_AutoML_20190416_015849 city 3.556079913049879e+20 0.691516003857497 0.18646939270680088 -2 GBM_1_AutoML_20190416_015849 exclusive_use_area 2.8717862730904633e+20 0.5584481271674047 0.15058723521981623 -3 GBM_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.3659960388754185e+20 0.2656318601339177 0.07162843862823566 -4 GBM_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.1062438055314771e+20 0.21512038941699316 0.05800786699031123 -5 GBM_1_AutoML_20190416_015849 total_household_count_in_sites 8.393671766441984e+19 0.16322350733235744 0.04401371496531675 -6 GBM_1_AutoML_20190416_015849 floor 7.956222709042931e+19 0.1547168643023818 0.041719872811375826 -7 GBM_1_AutoML_20190416_015849 heat_fuel_cogeneration 6.286668838041813e+19 0.12225068667620664 0.03296526931457583 -8 GBM_1_AutoML_20190416_015849 total_household_count_of_area_type 5.228192743433018e+19 0.10166753958672509 0.02741496112740433 -9 GBM_1_AutoML_20190416_015849 heat_fuel_gas 4.359336664931867e+19 0.08477174708421324 0.0228589593144763 -10 GBM_1_AutoML_20190416_015849 bathroom_count 4.257647232525376e+19 0.08279429236858049 0.02232573263877781 -11 GBM_1_AutoML_20190416_015849 heat_type_district 3.5194944992644694e+19 0.06844015970502942 0.01845509712828455 -12 GBM_1_AutoML_20190416_015849 heat_type_individual 3.422536045489973e+19 0.06655470369352945 0.017946678182839237 -13 GBM_1_AutoML_20190416_015849 front_door_structure_stairway 2.4499676530895487e+19 0.047642119481831 0.01284684235431316 -14 GBM_1_AutoML_20190416_015849 room_count 2.002224967831257e+19 0.038935306360730705 0.010499023726766617 -15 GBM_1_AutoML_20190416_015849 front_door_structure_mixed 1.0703568675027288e+19 0.020814180834370175 0.005612607138842666 -16 GBM_1_AutoML_20190416_015849 heat_type_central 7.370545410470838e+18 0.014332777196021126 0.0038648769437513992 -17 GBM_1_AutoML_20190416_015849 front_door_structure_corridor 5.969837415672578e+18 0.01160895765647819 0.003130390724273887 -18 XGBoost_1_AutoML_20190416_015849 exclusive_use_area 6.66503260347023e+20 1.0 0.24313142433565593 -19 XGBoost_1_AutoML_20190416_015849 supply_area 5.901882517332301e+20 0.8854994219022146 0.21529273569548538 -20 XGBoost_1_AutoML_20190416_015849 city 4.536478015712626e+20 0.6806385333134986 0.1654846160622427 -21 XGBoost_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.6651456210221085e+20 0.24983307960941262 0.06074227249159981 -22 XGBoost_1_AutoML_20190416_015849 total_household_count_in_sites 1.5735965885344095e+20 0.23609735798067927 0.05740268692772779 -23 XGBoost_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.5518922290021112e+20 0.2328409058635512 0.05661094108620958 -24 XGBoost_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1600179285743737e+20 0.17404534945116343 0.04231589371105834 -25 XGBoost_1_AutoML_20190416_015849 floor 1.0686420911582819e+20 0.16033561345249542 0.038982626070436364 -26 XGBoost_1_AutoML_20190416_015849 total_household_count_of_area_type 9.142995098036444e+19 0.13717855023358824 0.033352416306592636 -27 XGBoost_1_AutoML_20190416_015849 bathroom_count 6.6195521406161125e+19 0.09931762580080347 0.02414723582258504 -28 XGBoost_1_AutoML_20190416_015849 heat_type_individual 5.476501171794136e+19 0.08216765764870722 0.01997753963845474 -29 XGBoost_1_AutoML_20190416_015849 heat_type_district 3.71797701889664e+19 0.055783328306013534 0.013562680065224583 -30 XGBoost_1_AutoML_20190416_015849 front_door_structure_stairway 2.155443232575796e+19 0.0323395752250865 0.00786276698688537 -31 XGBoost_1_AutoML_20190416_015849 room_count 1.6986735568534634e+19 0.02548635029885718 0.006196532649278616 -32 XGBoost_1_AutoML_20190416_015849 heat_fuel_gas 1.591282496949977e+19 0.023875089465000617 0.005804784507766813 -33 XGBoost_1_AutoML_20190416_015849 front_door_structure_corridor 9.108252619670815e+18 0.013665728529112511 0.003322568041867533 -34 XGBoost_1_AutoML_20190416_015849 front_door_structure_mixed 8.260484624434594e+18 0.012393764765882274 0.003013313680410025 -35 XGBoost_1_AutoML_20190416_015849 heat_type_central 7.667404204121522e+18 0.011503926027502694 0.0027969659205187543 -36 XGBoost_grid_1_AutoML_20190416_020809_model_4 supply_area 7.233163807525343e+20 1.0 0.23315725739498758 -37 XGBoost_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 6.043663926007505e+20 0.835549157578833 0.19481434999977298 -38 XGBoost_grid_1_AutoML_20190416_020809_model_4 city 4.88769369555916e+20 0.6757338594314747 0.1575522533939727 -39 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.193514614335912e+20 0.3032579757220197 0.07070679790250184 -40 XGBoost_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 1.9567792055641126e+20 0.2705288111307932 0.06307575564958233 -41 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 1.712772946300156e+20 0.2367944362767226 0.05521034132867279 -42 XGBoost_grid_1_AutoML_20190416_020809_model_4 floor 1.3957132873072273e+20 0.19296027636691085 0.04499008882388777 -43 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.2550112472067788e+20 0.17350792552231045 0.040454632051075676 -44 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.1192280702852792e+20 0.15473561778330536 0.03607773226367454 -45 XGBoost_grid_1_AutoML_20190416_020809_model_4 bathroom_count 6.991777728450842e+19 0.09666278705283345 0.02253763032139436 -46 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_district 6.389811824820224e+19 0.08834048273830464 0.02059722467221235 -47 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 5.717170633170118e+19 0.07904107780916016 0.018429000923527596 -48 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 4.410817558562944e+19 0.06098047377240308 0.014218040019420473 -49 XGBoost_grid_1_AutoML_20190416_020809_model_4 room_count 3.844565551821095e+19 0.053151921539800195 0.012392756251493378 -50 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.297043397754277e+19 0.03175710462086378 0.007404399416206285 -51 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.0483746613820916e+19 0.014493998605304202 0.003379380963499503 -52 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_central 8.055134335273009e+18 0.011136391418223507 0.002596530480350069 -53 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.463524511762088e+18 0.010318478483781991 0.002405828143767799 -54 GBM_1_AutoML_20190416_020809 supply_area 4.322788194737151e+20 1.0 0.2272757866900139 -55 GBM_1_AutoML_20190416_020809 exclusive_use_area 3.353057641848017e+20 0.7756701209488477 0.17629103695058757 -56 GBM_1_AutoML_20190416_020809 city 3.285587386243031e+20 0.760062079896286 0.1727437071416766 -57 GBM_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.2258064591544438e+20 0.28356847569973975 0.06444824839514644 -58 GBM_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.2114400643040621e+20 0.28024506631598317 0.0636929179129602 -59 GBM_1_AutoML_20190416_020809 total_household_count_in_sites 9.183545966478125e+19 0.21244496729353482 0.048283597069972393 -60 GBM_1_AutoML_20190416_020809 bathroom_count 6.794429025209234e+19 0.15717700519033578 0.03572252750421396 -61 GBM_1_AutoML_20190416_020809 room_count 6.329651826204135e+19 0.1464252131045947 0.033278905499599686 -62 GBM_1_AutoML_20190416_020809 floor 5.995427119443948e+19 0.13869352023176104 0.03152167891948085 -63 GBM_1_AutoML_20190416_020809 heat_type_district 5.830458154031042e+19 0.13487725725561636 0.030654334749361592 -64 GBM_1_AutoML_20190416_020809 heat_fuel_cogeneration 5.444944748272314e+19 0.12595909174780645 0.028627451667742346 -65 GBM_1_AutoML_20190416_020809 heat_type_individual 4.810870026478079e+19 0.11129090322618979 0.025293727582174488 -66 GBM_1_AutoML_20190416_020809 total_household_count_of_area_type 4.632146610406346e+19 0.10715645554981917 0.024354067733998657 -67 GBM_1_AutoML_20190416_020809 heat_fuel_gas 3.559421724710876e+19 0.08234087733107887 0.01871408767216688 -68 GBM_1_AutoML_20190416_020809 front_door_structure_mixed 1.0809522013526295e+19 0.025005902502201065 0.005683236163081533 -69 GBM_1_AutoML_20190416_020809 front_door_structure_stairway 9.75085394418729e+18 0.022556862619497818 0.005126628697104934 -70 GBM_1_AutoML_20190416_020809 front_door_structure_corridor 9.168717512861286e+18 0.021210193744916513 0.004820563469223512 -71 GBM_1_AutoML_20190416_020809 heat_type_central 6.595181905191109e+18 0.015256777820436634 0.0034674961814944913 -72 XGBoost_1_AutoML_20190416_020809 supply_area 5.659702854745336e+20 1.0 0.20644000549191793 -73 XGBoost_1_AutoML_20190416_020809 exclusive_use_area 5.2959460573114584e+20 0.9357286403951599 0.1931718256621217 -74 XGBoost_1_AutoML_20190416_020809 city 4.649645733786587e+20 0.8215353090291879 0.16959775370779007 -75 XGBoost_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.8159324697334487e+20 0.3208529699065197 0.0662368888696001 -76 XGBoost_1_AutoML_20190416_020809 room_count 1.513616382059694e+20 0.26743742929730197 0.055209784372879434 -77 XGBoost_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.4792046587819327e+20 0.2613573003292398 0.05395460251532111 -78 XGBoost_1_AutoML_20190416_020809 total_household_count_in_sites 1.3036282209107549e+20 0.23033509962766638 0.04755037923211691 -79 XGBoost_1_AutoML_20190416_020809 bathroom_count 1.059118825125928e+20 0.1871332916776572 0.03863179776165623 -80 XGBoost_1_AutoML_20190416_020809 floor 8.555070397697176e+19 0.1511575893162702 0.031204973568595896 -81 XGBoost_1_AutoML_20190416_020809 total_household_count_of_area_type 8.444933637356808e+19 0.14921160799592537 0.030803245174136736 -82 XGBoost_1_AutoML_20190416_020809 heat_type_individual 6.609682044635893e+19 0.1167849658236749 0.024109088986012894 -83 XGBoost_1_AutoML_20190416_020809 heat_type_district 6.446459543492546e+19 0.11390102464633031 0.02351372815352351 -84 XGBoost_1_AutoML_20190416_020809 heat_fuel_cogeneration 6.215418285538673e+19 0.10981880930952764 0.022670995596974775 -85 XGBoost_1_AutoML_20190416_020809 heat_fuel_gas 5.185038671261414e+19 0.09161326670911807 0.018912643282562876 -86 XGBoost_1_AutoML_20190416_020809 front_door_structure_corridor 1.611667552480107e+19 0.028476186715859404 0.005878624142010896 -87 XGBoost_1_AutoML_20190416_020809 front_door_structure_stairway 1.6102225742988837e+19 0.028450655725658892 0.005873353524253688 -88 XGBoost_1_AutoML_20190416_020809 heat_type_central 8.626768231530496e+18 0.015242440200367491 0.0031466494386740954 -89 XGBoost_1_AutoML_20190416_020809 front_door_structure_mixed 8.481495257710592e+18 0.014985760693424647 0.003093660519851152 -90 XGBoost_grid_1_AutoML_20190416_020809_model_7 supply_area 9.41807742618228e+20 1.0 0.261706055558107 -91 XGBoost_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 5.296469952611861e+20 0.5623727341514162 0.14717635000819507 -92 XGBoost_grid_1_AutoML_20190416_020809_model_7 city 4.780888367490023e+20 0.5076289088682941 0.13284955942718704 -93 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.4677679986753352e+20 0.26202460300601627 0.06857342531188343 -94 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 2.361051511145722e+20 0.2506935762262893 0.0656080269879378 -95 XGBoost_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.20178786758888e+20 0.2337831563656404 0.061182467708375904 -96 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.5930357781916287e+20 0.1691466003202506 0.04426668958087643 -97 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 1.5163533743644842e+20 0.1610045559987666 0.042135867277321555 -98 XGBoost_grid_1_AutoML_20190416_020809_model_7 floor 1.2080029909556344e+20 0.12826428752829988 0.03356754075800226 -99 XGBoost_grid_1_AutoML_20190416_020809_model_7 room_count 1.1147547292179051e+20 0.11836330057330853 0.030976392515879202 -100 XGBoost_grid_1_AutoML_20190416_020809_model_7 bathroom_count 1.0406494926853374e+20 0.11049489673893836 0.028917183584847902 -101 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 8.451373257058366e+19 0.08973565277307581 0.02348436373017358 -102 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 7.565109710466266e+19 0.08032541428715845 0.021021647334163052 -103 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_district 5.414464526731759e+19 0.05749012544406923 0.015045513963508122 -104 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 3.4288045811822494e+19 0.03640662978253039 0.009527835476550332 -105 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 2.972857560059819e+19 0.03156543979767322 0.00826086674140595 -106 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_central 1.4413953126329483e+19 0.015304560022259592 0.004005296035477853 -107 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 6.099541304843174e+18 0.006476418730521829 0.001694918000107511 -108 XGBoost_2_AutoML_20190416_015849 supply_area 8.073467240310825e+20 1.0 0.29477427704454456 -109 XGBoost_2_AutoML_20190416_015849 city 4.3536174452488274e+20 0.5392500292205576 0.1589570375097394 -110 XGBoost_2_AutoML_20190416_015849 exclusive_use_area 4.014123790807408e+20 0.49719948955324755 0.1465616200799751 -111 XGBoost_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.69564026815522e+20 0.2100262771475541 0.06191034400652741 -112 XGBoost_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.685651952684782e+20 0.20878909921976535 0.061545655777288016 -113 XGBoost_2_AutoML_20190416_015849 total_household_count_in_sites 1.3611887981169213e+20 0.16860027514826656 0.049699024216341564 -114 XGBoost_2_AutoML_20190416_015849 heat_fuel_cogeneration 1.2339958856409101e+20 0.1528458404438143 0.045055022116091165 -115 XGBoost_2_AutoML_20190416_015849 floor 9.686937574046066e+19 0.11998485019768437 0.03536844747332039 -116 XGBoost_2_AutoML_20190416_015849 total_household_count_of_area_type 9.132508395935367e+19 0.11311755066443757 0.033344144218159226 -117 XGBoost_2_AutoML_20190416_015849 bathroom_count 8.644275095472597e+19 0.10707016995513065 0.03156153194156015 -118 XGBoost_2_AutoML_20190416_015849 heat_type_individual 7.938234698812516e+19 0.09832497565825135 0.028983673615083482 -119 XGBoost_2_AutoML_20190416_015849 heat_fuel_gas 5.523275715853681e+19 0.06841268505154716 0.020166299776745934 -120 XGBoost_2_AutoML_20190416_015849 heat_type_district 2.6466043126010085e+19 0.032781508041384154 0.009663145333328937 -121 XGBoost_2_AutoML_20190416_015849 room_count 2.465033821120312e+19 0.0305325301725682 0.009000204507959535 -122 XGBoost_2_AutoML_20190416_015849 front_door_structure_stairway 1.7538176933748015e+19 0.021723227966021698 0.006403448818757878 -123 XGBoost_2_AutoML_20190416_015849 front_door_structure_corridor 1.0135457614025196e+19 0.012554033245368051 0.0037006060738965446 -124 XGBoost_2_AutoML_20190416_015849 heat_type_central 5.893668747658396e+18 0.007300046649389131 0.002151865973465131 -125 XGBoost_2_AutoML_20190416_015849 front_door_structure_mixed 3.1596948771643064e+18 0.00391367770886336 0.0011536515172155465 -126 XGBoost_grid_1_AutoML_20190416_015849_model_3 supply_area 7.296843298881478e+20 1.0 0.23413702836448586 -127 XGBoost_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 6.864965686802692e+20 0.940813089388258 0.22027918099577815 -128 XGBoost_grid_1_AutoML_20190416_015849_model_3 city 4.9219224601020596e+20 0.6745276359239527 0.1579318962249561 -129 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.363516704176126e+20 0.3239094780257136 0.07583920264403232 -130 XGBoost_grid_1_AutoML_20190416_015849_model_3 floor 1.893862863238584e+20 0.25954550285174566 0.06076921276307392 -131 XGBoost_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 1.748343466872663e+20 0.23960271520983104 0.05609986772729204 -132 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 1.3508677264474531e+20 0.18513042847645167 0.04334588838332038 -133 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1561731563143666e+20 0.15844840144663577 0.0370986378638184 -134 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 1.1517658739055893e+20 0.15784440294642776 0.03695721944984309 -135 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_district 6.9340797562716684e+19 0.09502848659686282 0.022249687461763833 -136 XGBoost_grid_1_AutoML_20190416_015849_model_3 room_count 4.599667036921843e+19 0.06303639599368838 0.014759154436769176 -137 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 3.879753002542485e+19 0.05317029355882161 0.012449134531129854 -138 XGBoost_grid_1_AutoML_20190416_015849_model_3 bathroom_count 2.719651467103935e+19 0.03727161672117621 0.008726665581436279 -139 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.7641072530410177e+19 0.02417630721645667 0.0056605687284880385 -140 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.5488660871294484e+19 0.021226522534297423 0.004969914908692193 -141 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.289616418560331e+19 0.017673620848593724 0.004138049065930357 -142 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.1311885577722266e+19 0.015502437306631275 0.0036296946033813906 -143 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 2.9886966297893274e+18 0.004095876130774879 0.0009589962658086583 -144 GBM_2_AutoML_20190416_020809 city 3.273964932610927e+20 1.0 0.18074029716129886 -145 GBM_2_AutoML_20190416_020809 exclusive_use_area 3.176598867885781e+20 0.9702605047001838 0.17536517194338305 -146 GBM_2_AutoML_20190416_020809 supply_area 3.129039448445865e+20 0.955733953433189 0.17273963875065754 -147 GBM_2_AutoML_20190416_020809 bathroom_count 1.2881823695246878e+20 0.3934624823538919 0.07111452598246475 -148 GBM_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.1466556077424771e+20 0.35023454170843554 0.06330149514453397 -149 GBM_2_AutoML_20190416_020809 total_household_count_in_sites 1.0941050212389696e+20 0.3341834881433629 0.06040042295343081 -150 GBM_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.0593871059631053e+20 0.32357924650043934 0.05848380916771858 -151 GBM_2_AutoML_20190416_020809 room_count 9.517985737712704e+19 0.29071740026617465 0.05254434931406868 -152 GBM_2_AutoML_20190416_020809 heat_type_individual 6.193978688406343e+19 0.18918891362305335 0.03419406046785396 -153 GBM_2_AutoML_20190416_020809 floor 5.774635948688854e+19 0.17638050704726663 0.03187906525718354 -154 GBM_2_AutoML_20190416_020809 heat_type_district 4.1294727640290165e+19 0.12613063514812414 0.022796888477815323 -155 GBM_2_AutoML_20190416_020809 total_household_count_of_area_type 4.031543221584868e+19 0.12313947475209475 0.022256265258979866 -156 GBM_2_AutoML_20190416_020809 heat_fuel_cogeneration 3.5266164758822257e+19 0.1077169899028153 0.019468800764355466 -157 GBM_2_AutoML_20190416_020809 heat_fuel_gas 2.3648313682392252e+19 0.07223142021723843 0.013055128354446324 -158 GBM_2_AutoML_20190416_020809 front_door_structure_stairway 1.49058284491081e+19 0.04552836928898006 0.00822881099455961 -159 GBM_2_AutoML_20190416_020809 heat_type_central 1.315838561419998e+19 0.04019097908817981 0.007264129503601169 -160 GBM_2_AutoML_20190416_020809 front_door_structure_corridor 5.840671737443779e+18 0.017839750448353002 0.003224361797318736 -161 GBM_2_AutoML_20190416_020809 front_door_structure_mixed 5.33060664405105e+18 0.01628180739187084 0.002942778706329768 -162 GBM_grid_1_AutoML_20190416_015849_model_7 supply_area 4.226008160913517e+21 1.0 0.2035357422064216 -163 GBM_grid_1_AutoML_20190416_015849_model_7 exclusive_use_area 3.56090390156949e+21 0.8426164280761222 0.17150256008379738 -164 GBM_grid_1_AutoML_20190416_015849_model_7 city 2.7547058065496196e+21 0.6518458322035392 0.1326739252617099 -165 GBM_grid_1_AutoML_20190416_015849_model_7 total_parking_capacity_in_site 1.5348527894432108e+21 0.3631921025707221 0.07392257416024273 -166 GBM_grid_1_AutoML_20190416_015849_model_7 apartment_building_count_in_sites 1.5207641224339123e+21 0.3598583023335136 0.07324402665459455 -167 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_in_sites 1.345381990257595e+21 0.3183576413081914 0.06479715881074848 -168 GBM_grid_1_AutoML_20190416_015849_model_7 floor 9.042147187849387e+20 0.213964262338168 0.043549374940648526 -169 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_of_area_type 8.356883690673343e+20 0.1977488772493727 0.040248964501437626 -170 GBM_grid_1_AutoML_20190416_015849_model_7 bathroom_count 8.052332691684506e+20 0.19054228920239163 0.03878216625451941 -171 GBM_grid_1_AutoML_20190416_015849_model_7 room_count 7.135546174539762e+20 0.16884837659653984 0.034366679650926116 -172 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_gas 6.315243649911897e+20 0.14943756399530378 0.03041588550130378 -173 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_cogeneration 5.835587771598803e+20 0.13808747047798767 0.02810573579314455 -174 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_individual 4.749861380807207e+20 0.11239593488575875 0.022876590027957538 -175 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_district 4.363404330189057e+20 0.10325120454206221 0.021015310550175678 -176 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_corridor 1.3883343328318272e+20 0.03285214509693984 0.006686585735378703 -177 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_stairway 1.3698513664470522e+20 0.03241478279944773 0.006597566875545542 -178 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_central 1.0759539314439225e+20 0.025460289958629385 0.005182079013520335 -179 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_mixed 5.1846692353544815e+19 0.012268478994687353 0.0024970739779275834 -180 GBM_4_AutoML_20190416_015849 supply_area 4.6469530737906287e+20 1.0 0.25392549877188986 -181 GBM_4_AutoML_20190416_015849 exclusive_use_area 3.8462510591660104e+20 0.8276931137650876 0.21017238674285846 -182 GBM_4_AutoML_20190416_015849 city 3.4325954333920304e+20 0.7386765863318654 0.1875688206154359 -183 GBM_4_AutoML_20190416_015849 apartment_building_count_in_sites 1.3456532265820278e+20 0.28957753719779805 0.07353112056608636 -184 GBM_4_AutoML_20190416_015849 total_parking_capacity_in_site 9.112229003472667e+19 0.19609040286777865 0.04979235335258152 -185 GBM_4_AutoML_20190416_015849 floor 6.736081461560371e+19 0.14495695038438577 0.03680826592680725 -186 GBM_4_AutoML_20190416_015849 total_household_count_in_sites 5.467916185004461e+19 0.11766669682644662 0.02987857468049621 -187 GBM_4_AutoML_20190416_015849 heat_type_individual 5.324246958844831e+19 0.11457501021205102 0.02909351661488943 -188 GBM_4_AutoML_20190416_015849 heat_fuel_gas 4.523272529219315e+19 0.09733845936020127 0.024716716842726444 -189 GBM_4_AutoML_20190416_015849 heat_fuel_cogeneration 3.968723724243514e+19 0.08540485908126748 0.021686471439753816 -190 GBM_4_AutoML_20190416_015849 total_household_count_of_area_type 3.965426068969488e+19 0.0853338952642962 0.021668451917134627 -191 GBM_4_AutoML_20190416_015849 bathroom_count 3.8485554596159685e+19 0.08281890086909381 0.02102983071092435 -192 GBM_4_AutoML_20190416_015849 heat_type_district 2.4846572449458815e+19 0.05346852454696919 0.013577021764186188 -193 GBM_4_AutoML_20190416_015849 room_count 2.4258738348877677e+19 0.05220353630360475 0.013255808993549298 -194 GBM_4_AutoML_20190416_015849 front_door_structure_stairway 1.2482513617582817e+19 0.026861716525578207 0.006820874766626563 -195 GBM_4_AutoML_20190416_015849 heat_type_central 5.328988712690778e+18 0.011467705027509127 0.002911942718879164 -196 GBM_4_AutoML_20190416_015849 front_door_structure_corridor 4.245012359581532e+18 0.00913504460271809 0.0023196207570486517 -197 GBM_4_AutoML_20190416_015849 front_door_structure_mixed 2.2742397464965284e+18 0.004894045001925052 0.0012427228181258936 -198 XGBoost_2_AutoML_20190416_020809 supply_area 7.036118657453932e+20 1.0 0.25945025067745703 -199 XGBoost_2_AutoML_20190416_020809 exclusive_use_area 5.725876214395128e+20 0.8137833503318256 0.21113629424073302 -200 XGBoost_2_AutoML_20190416_020809 city 4.098626449096877e+20 0.5825124118330308 0.15113299127280996 -201 XGBoost_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.6520311740915778e+20 0.23479296676463052 0.06091709408438723 -202 XGBoost_2_AutoML_20190416_020809 total_household_count_in_sites 1.448782403494394e+20 0.2059064768556143 0.05342248703630114 -203 XGBoost_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.4278785763880468e+20 0.2029355452775628 0.052651678093630104 -204 XGBoost_2_AutoML_20190416_020809 heat_fuel_cogeneration 1.0328040813969696e+20 0.14678605232201938 0.03808367807090226 -205 XGBoost_2_AutoML_20190416_020809 total_household_count_of_area_type 9.834484997619188e+19 0.13977144895361762 0.03626373746856748 -206 XGBoost_2_AutoML_20190416_020809 floor 8.117021446754009e+19 0.11536220240053782 0.029930752331523074 -207 XGBoost_2_AutoML_20190416_020809 bathroom_count 6.794430784427839e+19 0.09656503983527831 0.025053823791941585 -208 XGBoost_2_AutoML_20190416_020809 heat_type_district 5.700139198055868e+19 0.08101255074795033 0.021018726599575925 -209 XGBoost_2_AutoML_20190416_020809 heat_type_individual 5.5919868363013095e+19 0.07947544816313272 0.020619924948628028 -210 XGBoost_2_AutoML_20190416_020809 heat_fuel_gas 4.727842824832156e+19 0.06719390412530306 0.017433475269306893 -211 XGBoost_2_AutoML_20190416_020809 front_door_structure_stairway 2.429940928398911e+19 0.03453524658548328 0.00896017838381143 -212 XGBoost_2_AutoML_20190416_020809 room_count 2.071312780962562e+19 0.02943828667198857 0.007637770856562278 -213 XGBoost_2_AutoML_20190416_020809 heat_type_central 7.387318460352561e+18 0.010499138544979731 0.0027240041273923427 -214 XGBoost_2_AutoML_20190416_020809 front_door_structure_corridor 6.364506564706959e+18 0.009045479296976496 0.0023468518710983 -215 XGBoost_2_AutoML_20190416_020809 front_door_structure_mixed 3.2984730357989376e+18 0.004687915591509528 0.0012162808753719064 -216 GBM_4_AutoML_20190416_020809 supply_area 6.302385169288313e+20 1.0 0.3381956740020234 -217 GBM_4_AutoML_20190416_020809 city 3.462015197957828e+20 0.5493182509422494 0.18577705611902665 -218 GBM_4_AutoML_20190416_020809 exclusive_use_area 2.2767545055111125e+20 0.3612528343405282 0.12217414579493623 -219 GBM_4_AutoML_20190416_020809 total_parking_capacity_in_site 1.0620772150920872e+20 0.16851988359385223 0.05699269561476538 -220 GBM_4_AutoML_20190416_020809 apartment_building_count_in_sites 9.144734965236236e+19 0.14509958880010648 0.04907205323166845 -221 GBM_4_AutoML_20190416_020809 total_household_count_in_sites 8.762670507551516e+19 0.1390373687449672 0.04702183663417204 -222 GBM_4_AutoML_20190416_020809 floor 6.283909063856095e+19 0.0997068394752791 0.03372042177895357 -223 GBM_4_AutoML_20190416_020809 heat_type_district 6.0825440645405475e+19 0.09651177928922756 0.03263986624585484 -224 GBM_4_AutoML_20190416_020809 total_household_count_of_area_type 5.551274999357322e+19 0.08808212843621221 0.02978899479401758 -225 GBM_4_AutoML_20190416_020809 heat_fuel_cogeneration 4.855643899179722e+19 0.07704454375212422 0.02605613140242803 -226 GBM_4_AutoML_20190416_020809 heat_type_individual 4.293991809283837e+19 0.06813280518316417 0.023042219970568757 -227 GBM_4_AutoML_20190416_020809 bathroom_count 3.5706143132769845e+19 0.056654968196432696 0.019160465154755755 -228 GBM_4_AutoML_20190416_020809 front_door_structure_stairway 2.606345914252316e+19 0.04135491316768622 0.013986052732040793 -229 GBM_4_AutoML_20190416_020809 heat_fuel_gas 1.7641379294154326e+19 0.027991591786743257 0.009466635250707138 -230 GBM_4_AutoML_20190416_020809 room_count 1.421407510653934e+19 0.022553485267458578 0.007627491151122858 -231 GBM_4_AutoML_20190416_020809 heat_type_central 4.333739649408172e+18 0.006876348450625643 0.0023255512989321086 -232 GBM_4_AutoML_20190416_020809 front_door_structure_corridor 4.1719069309623337e+18 0.006619568336273932 0.002238709375088615 -233 GBM_4_AutoML_20190416_020809 front_door_structure_mixed 1.3305609396525466e+18 0.002111202193950958 0.0007139994489377947 -234 XRT_1_AutoML_20190416_020809 supply_area 9.494331108435522e+20 1.0 0.206812255042546 -235 XRT_1_AutoML_20190416_020809 exclusive_use_area 8.231987614007291e+20 0.8670423982468165 0.17931499359892136 -236 XRT_1_AutoML_20190416_020809 city 6.835119487647178e+20 0.7199158539535567 0.14888742119701528 -237 XRT_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.002703979117659e+20 0.31626282513465503 0.0654070280522244 -238 XRT_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.7439720046033633e+20 0.28901161896127675 0.05977114465087869 -239 XRT_1_AutoML_20190416_020809 room_count 2.4799319397938862e+20 0.2612013328238065 0.05401963666141001 -240 XRT_1_AutoML_20190416_020809 floor 2.4391087443122376e+20 0.2569015885853337 0.05313039685934526 -241 XRT_1_AutoML_20190416_020809 total_household_count_in_sites 2.2828718363643373e+20 0.2404457786748191 0.049727133703200255 -242 XRT_1_AutoML_20190416_020809 heat_fuel_gas 1.7674512197448054e+20 0.18615858237495642 0.038499876216488295 -243 XRT_1_AutoML_20190416_020809 total_household_count_of_area_type 1.731447579551885e+20 0.18236646265828338 0.037715619386491844 -244 XRT_1_AutoML_20190416_020809 bathroom_count 1.4676994570698149e+20 0.15458692564090099 0.03197047069188911 -245 XRT_1_AutoML_20190416_020809 heat_type_district 1.030771568182328e+20 0.1085670550573603 0.022452997479740933 -246 XRT_1_AutoML_20190416_020809 heat_fuel_cogeneration 9.588809239899616e+19 0.10099510044873147 0.020887024472050607 -247 XRT_1_AutoML_20190416_020809 front_door_structure_stairway 4.474503031262334e+19 0.04712815447616766 0.009746679903209692 -248 XRT_1_AutoML_20190416_020809 heat_type_individual 4.172101269642543e+19 0.043943077421596505 0.009087966935069561 -249 XRT_1_AutoML_20190416_020809 front_door_structure_corridor 2.5147933193469428e+19 0.026487314278649917 0.005477901195988217 -250 XRT_1_AutoML_20190416_020809 heat_type_central 2.2021658796865094e+19 0.023194534238751473 0.004796913930577735 -251 XRT_1_AutoML_20190416_020809 front_door_structure_mixed 1.0533767795814957e+19 0.011094797174764547 0.0022945400229527242 -252 GBM_3_AutoML_20190416_020809 supply_area 6.102433790082364e+20 1.0 0.3350493530209352 -253 GBM_3_AutoML_20190416_020809 city 3.591136565868028e+20 0.5884761210689938 0.1971685436324359 -254 GBM_3_AutoML_20190416_020809 exclusive_use_area 2.4261489326970372e+20 0.3975707096798 0.13320580905829105 -255 GBM_3_AutoML_20190416_020809 total_parking_capacity_in_site 9.530626602994919e+19 0.156177468381288 0.052327159737598106 -256 GBM_3_AutoML_20190416_020809 apartment_building_count_in_sites 8.69779844190343e+19 0.1425299928044944 0.047754581875224404 -257 GBM_3_AutoML_20190416_020809 heat_fuel_gas 6.401145590679339e+19 0.10489496176234536 0.03514498907362955 -258 GBM_3_AutoML_20190416_020809 total_household_count_in_sites 6.06160848353839e+19 0.0993309995987122 0.03328078715047129 -259 GBM_3_AutoML_20190416_020809 floor 5.431199533511161e+19 0.08900054831136243 0.02981957613023047 -260 GBM_3_AutoML_20190416_020809 bathroom_count 5.0670892210987205e+19 0.08303390737862197 0.027820456946007547 -261 GBM_3_AutoML_20190416_020809 heat_type_district 4.756010553517172e+19 0.07793629094750049 0.026112503858811406 -262 GBM_3_AutoML_20190416_020809 total_household_count_of_area_type 3.9339910315313725e+19 0.06446593550797503 0.021599269983836364 -263 GBM_3_AutoML_20190416_020809 heat_fuel_cogeneration 3.1947563788287345e+19 0.05235216781902381 0.01754055995700735 -264 GBM_3_AutoML_20190416_020809 room_count 2.9376210711198302e+19 0.04813851607688121 0.016128778666946935 -265 GBM_3_AutoML_20190416_020809 front_door_structure_corridor 1.530392092759556e+19 0.02507838913790002 0.00840249805546065 -266 GBM_3_AutoML_20190416_020809 heat_type_individual 1.437848727926394e+19 0.02356188985226151 0.007894395950950758 -267 GBM_3_AutoML_20190416_020809 front_door_structure_stairway 1.1921631845533352e+19 0.0195358643053339 0.006545478696206904 -268 GBM_3_AutoML_20190416_020809 heat_type_central 4.98625829392928e+18 0.008170933869094843 0.0027376661064170736 -269 GBM_3_AutoML_20190416_020809 front_door_structure_mixed 2.6730043014664684e+18 0.004380226633201032 0.0014675920995390747 -270 DRF_1_AutoML_20190416_020809 supply_area 1.1170797477099072e+21 1.0 0.2156242144548846 -271 DRF_1_AutoML_20190416_020809 city 8.535736409312503e+20 0.7641116425941271 0.1647609726901902 -272 DRF_1_AutoML_20190416_020809 exclusive_use_area 8.532812587991921e+20 0.7638499046719621 0.1647045356563303 -273 DRF_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.478747477948393e+20 0.31141442543203135 0.067148490853701 -274 DRF_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.8327627582411584e+20 0.25358643946849124 0.05467937680680457 -275 DRF_1_AutoML_20190416_020809 total_household_count_in_sites 2.78551524825981e+20 0.24935688378294513 0.0537673821846155 -276 DRF_1_AutoML_20190416_020809 floor 2.66502443090114e+20 0.23857065141182884 0.051441609302665704 -277 DRF_1_AutoML_20190416_020809 heat_fuel_cogeneration 2.517990171394934e+20 0.22540827336248756 0.04860348187541827 -278 DRF_1_AutoML_20190416_020809 room_count 2.208323892469962e+20 0.19768721946639733 0.042626151405212295 -279 DRF_1_AutoML_20190416_020809 bathroom_count 2.0065042231060962e+20 0.1796204995408405 0.0387305291134877 -280 DRF_1_AutoML_20190416_020809 total_household_count_of_area_type 1.8004527533892462e+20 0.16117495255645822 0.0347532225347896 -281 DRF_1_AutoML_20190416_020809 heat_fuel_gas 1.029050964426254e+20 0.09211974046936948 0.019863246674495637 -282 DRF_1_AutoML_20190416_020809 heat_type_individual 5.433164580692322e+19 0.04863721316074967 0.010487360881061423 -283 DRF_1_AutoML_20190416_020809 front_door_structure_mixed 4.485443171958705e+19 0.04015329416860508 0.00865802251288137 -284 DRF_1_AutoML_20190416_020809 heat_type_district 3.921345768202646e+19 0.03510354364799544 0.0075691740236817715 -285 DRF_1_AutoML_20190416_020809 front_door_structure_corridor 3.179746505793313e+19 0.02846481204508469 0.006137702736827323 -286 DRF_1_AutoML_20190416_020809 front_door_structure_stairway 3.11031278630391e+19 0.027843247473425883 0.006003678364330407 -287 DRF_1_AutoML_20190416_020809 heat_type_central 2.3006605711073346e+19 0.0205953118013629 0.0044408479286222905 -288 XGBoost_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.413198389263844e+20 1.0 0.2019751738695601 -289 XGBoost_grid_1_AutoML_20190416_015849_model_4 city 7.599362752225907e+20 0.9032667958862731 0.18243746814973047 -290 XGBoost_grid_1_AutoML_20190416_015849_model_4 supply_area 6.49953587247599e+20 0.7725404265719094 0.1560339869781255 -291 XGBoost_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 3.240229804808434e+20 0.38513650277679407 0.0777880121118573 -292 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 2.820988835887212e+20 0.3353051604592019 0.06772331808310805 -293 XGBoost_grid_1_AutoML_20190416_015849_model_4 room_count 2.6598546151882673e+20 0.3161526083329416 0.06385497803736082 -294 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 2.360621030353215e+20 0.28058544695268617 0.05667129443353702 -295 XGBoost_grid_1_AutoML_20190416_015849_model_4 bathroom_count 1.5358242299565834e+20 0.1825493895302008 0.03687044469014436 -296 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 1.4964826483835955e+20 0.17787321529149605 0.03592597358523761 -297 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_district 1.3035554772214612e+20 0.1549417257157444 0.03129438199108717 -298 XGBoost_grid_1_AutoML_20190416_015849_model_4 floor 1.1623613836773504e+20 0.13815927426133798 0.02790474344062598 -299 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 1.010476166830327e+20 0.12010606669156935 0.0242584437028187 -300 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 9.417183391287502e+19 0.11193345212570825 0.022607778454910007 -301 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 2.849239467748963e+19 0.03386630548716054 0.006840152939088887 -302 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 1.5195562957166608e+19 0.018061576886808945 0.0036479901320716646 -303 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.724092602774716e+18 0.010369531537384888 0.0020943879352091996 -304 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_central 5.953183113046655e+18 0.007076004674564151 0.0014291772744469146 -305 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 2.6754518143498977e+18 0.0031800650484648803 0.0006422941910802052 -306 XRT_1_AutoML_20190416_015849 supply_area 1.3856047644295477e+21 1.0 0.24183329156384445 -307 XRT_1_AutoML_20190416_015849 city 1.0793112242286389e+21 0.7789459533743668 0.18837506385486003 -308 XRT_1_AutoML_20190416_015849 exclusive_use_area 8.787476369483445e+20 0.6341979036930666 0.1533701665529843 -309 XRT_1_AutoML_20190416_015849 apartment_building_count_in_sites 3.428062278892105e+20 0.2474054915871652 0.05983088438149519 -310 XRT_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.9779581065401414e+20 0.21492117976125494 0.051975096328448996 -311 XRT_1_AutoML_20190416_015849 floor 2.7349641016611806e+20 0.19738414386783398 0.04773405721406972 -312 XRT_1_AutoML_20190416_015849 total_household_count_in_sites 2.5591331928188702e+20 0.18469431244143153 0.04466523351083249 -313 XRT_1_AutoML_20190416_015849 bathroom_count 2.3628724783231795e+20 0.17053004860992751 0.04123984296588117 -314 XRT_1_AutoML_20190416_015849 total_household_count_of_area_type 1.8613252355401345e+20 0.1343330568227687 0.032486205297283105 -315 XRT_1_AutoML_20190416_015849 room_count 1.4047756380652175e+20 0.10138357445989025 0.024517923522143374 -316 XRT_1_AutoML_20190416_015849 heat_type_district 1.4009579577717188e+20 0.1011080499819508 0.024451292530736867 -317 XRT_1_AutoML_20190416_015849 heat_fuel_gas 1.1994803684654868e+20 0.08656728089119352 0.02093485047964922 -318 XRT_1_AutoML_20190416_015849 heat_type_individual 1.1448061412236277e+20 0.08262140623447865 0.019980606623317514 -319 XRT_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1392588851591722e+20 0.08222105714454613 0.01988378888512454 -320 XRT_1_AutoML_20190416_015849 front_door_structure_stairway 7.2665865860646175e+19 0.052443429559483834 0.012682567191266592 -321 XRT_1_AutoML_20190416_015849 front_door_structure_mixed 4.138696347172104e+19 0.029869241600623403 0.007223377012794472 -322 XRT_1_AutoML_20190416_015849 front_door_structure_corridor 3.109235045006364e+19 0.02243955220727343 0.005426630771503665 -323 XRT_1_AutoML_20190416_015849 heat_type_central 1.9418263751919403e+19 0.014014287660099007 0.0033891213137643107 -324 XGBoost_grid_1_AutoML_20190416_020809_model_2 supply_area 8.618346500227313e+20 1.0 0.23948476962851303 -325 XGBoost_grid_1_AutoML_20190416_020809_model_2 city 7.929333052674041e+20 0.9200527099328045 0.2203386112843468 -326 XGBoost_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 6.259336386350185e+20 0.7262804281755314 0.17393310102731493 -327 XGBoost_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 2.0722319726833828e+20 0.24044426301828623 0.05758273893743188 -328 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 1.7653533515590087e+20 0.20483666460990477 0.04905526143557603 -329 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 1.594452652855646e+20 0.1850067936829404 0.04430630936486882 -330 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 1.49646857463476e+20 0.1736375503810725 0.041583548751870474 -331 XGBoost_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.393663885593983e+20 0.16170896419135902 0.03872683403623308 -332 XGBoost_grid_1_AutoML_20190416_020809_model_2 room_count 1.3442092599515021e+20 0.1559706679136245 0.03735259947409967 -333 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 8.416441332839272e+19 0.09765726328846587 0.023387427201189293 -334 XGBoost_grid_1_AutoML_20190416_020809_model_2 floor 6.99349604522273e+19 0.08114661025799175 0.019433377263769886 -335 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_district 6.962890039551957e+19 0.08079148406679063 0.019348329949681036 -336 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 6.635766858493251e+19 0.07699582348328915 0.01843932704925316 -337 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 2.3231194155186127e+19 0.026955511889169684 0.006455434554996446 -338 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 1.7902913527983636e+19 0.02077302592499784 0.004974823328135236 -339 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.363238177839933e+19 0.015817862252393507 0.003788137097530011 -340 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_central 3.8205604642076754e+18 0.004433055069330186 0.0010616491720290514 -341 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.690824086417834e+18 0.0031222045740988275 0.0007477204431611473 -342 GBM_3_AutoML_20190416_015849 supply_area 4.7151231465564615e+20 1.0 0.2628691120651018 -343 GBM_3_AutoML_20190416_015849 city 3.4413158800142474e+20 0.7298464479188633 0.19185408770830012 -344 GBM_3_AutoML_20190416_015849 exclusive_use_area 3.3681964216266785e+20 0.7143390144723012 0.18777766244779368 -345 GBM_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.0320214930007838e+20 0.21887476974052894 0.05753541637514644 -346 GBM_3_AutoML_20190416_015849 apartment_building_count_in_sites 9.258548492459888e+19 0.19635857229352685 0.051616603545170496 -347 GBM_3_AutoML_20190416_015849 total_household_count_in_sites 8.674992811524751e+19 0.18398231693821726 0.0483632682892293 -348 GBM_3_AutoML_20190416_015849 floor 5.589223543678383e+19 0.11853823049691274 0.031160039396491816 -349 GBM_3_AutoML_20190416_015849 bathroom_count 5.327604427551408e+19 0.11298971971585202 0.02970150729419074 -350 GBM_3_AutoML_20190416_015849 heat_type_individual 4.466693420072567e+19 0.09473121446116783 0.024901910230255918 -351 GBM_3_AutoML_20190416_015849 heat_type_district 4.120463805555671e+19 0.08738825429331404 0.022971672811002777 -352 GBM_3_AutoML_20190416_015849 heat_fuel_gas 4.120133512262687e+19 0.08738124931629186 0.022969831418912918 -353 GBM_3_AutoML_20190416_015849 total_household_count_of_area_type 3.920547522760881e+19 0.0831483590332975 0.021857135308753196 -354 GBM_3_AutoML_20190416_015849 room_count 2.903770186733165e+19 0.061584185534026614 0.01618858016858206 -355 GBM_3_AutoML_20190416_015849 heat_fuel_cogeneration 2.582063199952883e+19 0.054761309931822454 0.014395056917300005 -356 GBM_3_AutoML_20190416_015849 front_door_structure_stairway 1.091785359567618e+19 0.023154970201891088 0.006086726456865 -357 GBM_3_AutoML_20190416_015849 heat_type_central 8.196000466488787e+18 0.017382367780732242 0.004569287584110118 -358 GBM_3_AutoML_20190416_015849 front_door_structure_mixed 4.699382516102988e+18 0.009966616713998299 0.0026199156859019346 -359 GBM_3_AutoML_20190416_015849 front_door_structure_corridor 4.5958324351443927e+18 0.009747004038485848 0.0025621862968917357 -360 XGBoost_grid_1_AutoML_20190416_015849_model_1 supply_area 6.938442618410684e+20 1.0 0.24419937973032768 -361 XGBoost_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 4.4443315525868585e+20 0.6405373362595993 0.15641882020871048 -362 XGBoost_grid_1_AutoML_20190416_015849_model_1 city 4.3576685738511355e+20 0.6280470724494225 0.15336870553359716 -363 XGBoost_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 2.434514017161157e+20 0.3508732652340945 0.08568303373412063 -364 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.9192139070160293e+20 0.2766058628089719 0.06754698012772305 -365 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.6302100024439446e+20 0.2349533017853738 0.057375450561580776 -366 XGBoost_grid_1_AutoML_20190416_015849_model_1 room_count 1.1941409640791461e+20 0.17210504283923522 0.042027944709802714 -367 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 1.0909358768839983e+20 0.15723065490075172 0.038395628401356775 -368 XGBoost_grid_1_AutoML_20190416_015849_model_1 floor 9.076370850658333e+19 0.1308127969030803 0.031944403864521534 -369 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 8.649875567899836e+19 0.12466595234135082 0.03044334823524846 -370 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 8.110919597024503e+19 0.1168982730433301 0.028546485768727696 -371 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_district 6.583434063252973e+19 0.0948834547652564 0.02317048080034622 -372 XGBoost_grid_1_AutoML_20190416_015849_model_1 bathroom_count 4.9632174780134195e+19 0.07153215427398449 0.017468107704481123 -373 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 2.648870845870506e+19 0.03817673491803345 0.009322734987112911 -374 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 1.590147910901275e+19 0.02291793704082709 0.005596546010068677 -375 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 1.4567769305497207e+19 0.020995733634580512 0.00512714513054774 -376 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 4.833372301598654e+18 0.006966076636237693 0.0017011115937231721 -377 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_central 4.72705447499504e+18 0.0068128465348291905 0.0016636928980032007 -378 GBM_2_AutoML_20190416_015849 supply_area 4.6790598688528505e+20 1.0 0.26077123751780273 -379 GBM_2_AutoML_20190416_015849 city 3.45876803225775e+20 0.7392014911546162 0.19276248762339437 -380 GBM_2_AutoML_20190416_015849 exclusive_use_area 2.912707281126519e+20 0.6224983998421498 0.1623296780796894 -381 GBM_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.0844859657536039e+20 0.23177432991886115 0.06044007883780091 -382 GBM_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.0790844609505264e+20 0.23061993032696157 0.060139044627631214 -383 GBM_2_AutoML_20190416_015849 heat_fuel_gas 9.913399146167927e+19 0.2118673285665473 0.05524890545988946 -384 GBM_2_AutoML_20190416_015849 total_household_count_in_sites 7.387021372310736e+19 0.15787405118459805 0.041169011699356564 -385 GBM_2_AutoML_20190416_015849 bathroom_count 6.616611166914137e+19 0.1414089871121121 0.03687539656536449 -386 GBM_2_AutoML_20190416_015849 room_count 5.439700957417125e+19 0.11625628031878033 0.030316294087944916 -387 GBM_2_AutoML_20190416_015849 floor 3.826597772604631e+19 0.08178133812899438 0.02132622074975973 -388 GBM_2_AutoML_20190416_015849 heat_type_individual 3.31444921462843e+19 0.07083579410239567 0.01847193768863799 -389 GBM_2_AutoML_20190416_015849 total_household_count_of_area_type 3.0238520297467675e+19 0.06462520494502916 0.01685239466835688 -390 GBM_2_AutoML_20190416_015849 heat_fuel_cogeneration 2.8240811023891694e+19 0.060355737723901785 0.0157390404175618 -391 GBM_2_AutoML_20190416_015849 heat_type_district 1.9338903201649787e+19 0.041330745371272716 0.010777869617999983 -392 GBM_2_AutoML_20190416_015849 front_door_structure_stairway 1.6958245023235703e+19 0.03624284685075701 0.009451092024440104 -393 GBM_2_AutoML_20190416_015849 heat_type_central 6.120979032805736e+18 0.013081642903420248 0.00341131620869088 -394 GBM_2_AutoML_20190416_015849 front_door_structure_corridor 4.649649955911238e+18 0.00993714567933318 0.0025913217761943997 -395 GBM_2_AutoML_20190416_015849 front_door_structure_mixed 2.3804693372920136e+18 0.005087494932770812 0.0013266723494841952 -396 DRF_1_AutoML_20190416_015849 supply_area 8.104159271771355e+20 1.0 0.19038352571033704 -397 DRF_1_AutoML_20190416_015849 city 7.944261781751333e+20 0.9802697004515962 0.18662720171899086 -398 DRF_1_AutoML_20190416_015849 exclusive_use_area 6.67112020352904e+20 0.8231723957802853 0.1567184629760757 -399 DRF_1_AutoML_20190416_015849 apartment_building_count_in_sites 2.828501930781201e+20 0.34901855157678374 0.0664473823875032 -400 DRF_1_AutoML_20190416_015849 floor 2.4945389077884253e+20 0.307809709080802 0.05860189766267623 -401 DRF_1_AutoML_20190416_015849 total_household_count_in_sites 2.2499558007440723e+20 0.2776297608786126 0.05285613271818806 -402 DRF_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.151912612778077e+20 0.265531875746036 0.05055289469300946 -403 DRF_1_AutoML_20190416_015849 bathroom_count 1.9397209423661446e+20 0.23934881797333837 0.04556807184036584 -404 DRF_1_AutoML_20190416_015849 room_count 1.8112803920558634e+20 0.22350009807494384 0.04255073666811392 -405 DRF_1_AutoML_20190416_015849 heat_type_district 1.6939577514819322e+20 0.2090232551798896 0.03979458427659885 -406 DRF_1_AutoML_20190416_015849 total_household_count_of_area_type 1.4974030715574393e+20 0.18476969927938577 0.03517710679324818 -407 DRF_1_AutoML_20190416_015849 heat_fuel_gas 9.44165588129389e+19 0.11650382926433026 0.022180409774098332 -408 DRF_1_AutoML_20190416_015849 heat_fuel_cogeneration 8.183208528308915e+19 0.10097541588074295 0.0192240556854434 -409 DRF_1_AutoML_20190416_015849 heat_type_individual 4.053117838745089e+19 0.05001281074106018 0.00952161523956685 -410 DRF_1_AutoML_20190416_015849 front_door_structure_corridor 3.575069534392733e+19 0.04411400880095632 0.008398580528742901 -411 DRF_1_AutoML_20190416_015849 front_door_structure_stairway 2.625737121222099e+19 0.03239987064874383 0.006168401606666715 -412 DRF_1_AutoML_20190416_015849 front_door_structure_mixed 2.1319750364902195e+19 0.026307170984612525 0.005008451963515211 -413 DRF_1_AutoML_20190416_015849 heat_type_central 1.796558019320873e+19 0.022168345402325648 0.004220487756859297 -414 GBM_grid_1_AutoML_20190416_015849_model_8 supply_area 5.779296576168857e+21 1.0 0.23762301109248513 -415 GBM_grid_1_AutoML_20190416_015849_model_8 exclusive_use_area 4.382943689753613e+21 0.7583870514323219 0.18021021473489973 -416 GBM_grid_1_AutoML_20190416_015849_model_8 city 3.793231939971582e+21 0.656348379076636 0.15596347816186212 -417 GBM_grid_1_AutoML_20190416_015849_model_8 apartment_building_count_in_sites 1.6539638516504173e+21 0.286187744451565 0.06800479357434752 -418 GBM_grid_1_AutoML_20190416_015849_model_8 total_parking_capacity_in_site 1.437249793156419e+21 0.24868939917064847 0.05909432385771046 -419 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_in_sites 1.19553428280605e+21 0.20686501671083635 0.049155888160526184 -420 GBM_grid_1_AutoML_20190416_015849_model_8 floor 8.546248092317762e+20 0.14787696010546564 0.03513896853146404 -421 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_gas 8.0250486185045e+20 0.13885857063636575 0.03299599167061177 -422 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_cogeneration 7.748274977592354e+20 0.13406951651421822 0.03185800220982219 -423 GBM_grid_1_AutoML_20190416_015849_model_8 room_count 7.32855778819491e+20 0.12680708961042922 0.030132282461104776 -424 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_of_area_type 6.827010897255586e+20 0.11812875160978963 0.02807010965411446 -425 GBM_grid_1_AutoML_20190416_015849_model_8 bathroom_count 6.614504326713458e+20 0.1144517198509696 0.027196362295700948 -426 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_district 5.2482543446324884e+20 0.09081129987815229 0.021578854518269176 -427 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_individual 4.557220258590155e+20 0.078854237683216 0.018737581395688294 -428 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_corridor 2.0854276955134388e+20 0.03608445540090081 0.008574496945994539 -429 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_stairway 1.8326548980998288e+20 0.03171069132629132 0.007535189956777694 -430 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_central 1.0623596576390303e+20 0.018382161974862296 0.004368024678856562 -431 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_mixed 9.150703114351804e+19 0.015833593230160686 0.00376242609976437 -432 XGBoost_grid_1_AutoML_20190416_020809_model_1 supply_area 9.936604998779116e+20 1.0 0.26723330202346696 -433 XGBoost_grid_1_AutoML_20190416_020809_model_1 city 7.252614432103491e+20 0.7298885719010266 0.19505053317830404 -434 XGBoost_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 6.638427588671538e+20 0.6680780396812779 0.17853270055339268 -435 XGBoost_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.965087115423588e+20 0.1977624264691042 0.0528487062415118 -436 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.9485905707260183e+20 0.19610224729325926 0.052405051078400156 -437 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 1.6926956880551058e+20 0.17034949947825065 0.04552305924361778 -438 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.610068884563553e+20 0.16203410367639431 0.04330090856585564 -439 XGBoost_grid_1_AutoML_20190416_020809_model_1 bathroom_count 1.073079368244265e+20 0.10799255564411701 0.028859207238730384 -440 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 1.0565271442778646e+20 0.10632677301831735 0.02841405464718462 -441 XGBoost_grid_1_AutoML_20190416_020809_model_1 room_count 7.641980526605946e+19 0.07690735948087798 0.02055220762398081 -442 XGBoost_grid_1_AutoML_20190416_020809_model_1 floor 7.612403663818772e+19 0.07660970386519428 0.020472664130935826 -443 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 7.118637620845032e+19 0.07164054142958969 0.01914473844497824 -444 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_district 6.712478465349229e+19 0.06755303714069316 0.018052421176821334 -445 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 3.829922695767025e+19 0.038543573949428374 0.010300126538291427 -446 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 3.527826158575105e+19 0.03550333498220529 0.009487673440139986 -447 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 2.034182053390241e+19 0.020471600246162302 0.005470693331486371 -448 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_central 1.0963398665833546e+19 0.011033344554986928 0.002948477097791797 -449 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 5.218579053564396e+18 0.00525187330502278 0.0014034754451101364 -450 GBM_grid_1_AutoML_20190416_020809_model_9 supply_area 5.161849126606688e+21 1.0 0.31039952214470196 -451 GBM_grid_1_AutoML_20190416_020809_model_9 city 3.194050809023051e+21 0.6187803499639993 0.19206912494135683 -452 GBM_grid_1_AutoML_20190416_020809_model_9 exclusive_use_area 2.7288827292362306e+21 0.5286637912701163 0.16409698818545057 -453 GBM_grid_1_AutoML_20190416_020809_model_9 apartment_building_count_in_sites 9.757618579526019e+20 0.18903339365791405 0.05867587506080785 -454 GBM_grid_1_AutoML_20190416_020809_model_9 total_parking_capacity_in_site 8.490965703204348e+20 0.1644946509466495 0.05105906104919954 -455 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_in_sites 5.399238225827526e+20 0.10459891588069126 0.03246745350622044 -456 GBM_grid_1_AutoML_20190416_020809_model_9 floor 5.247033446921006e+20 0.10165026753446234 0.03155219446857822 -457 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_gas 4.407400276423816e+20 0.08538413596216761 0.026503195001395086 -458 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_cogeneration 4.2792376826530365e+20 0.0829012545251615 0.02573250978980644 -459 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_of_area_type 3.6741671100293e+20 0.0711792812984566 0.02209401490164425 -460 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_district 3.6620587602186496e+20 0.07094470741778586 0.02202120328117642 -461 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_individual 3.303614451126465e+20 0.06400060075560954 0.01986575589151505 -462 GBM_grid_1_AutoML_20190416_020809_model_9 bathroom_count 2.828930476433243e+20 0.05480459438172176 0.01701131990742065 -463 GBM_grid_1_AutoML_20190416_020809_model_9 room_count 1.566226166269241e+20 0.0303423468577597 0.009418249965397408 -464 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_stairway 1.4503402795295572e+20 0.028097300869446104 0.00872138876343199 -465 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_corridor 5.13218822594678e+19 0.009942538226258839 0.0030861591143361757 -466 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_central 4.594623357182909e+19 0.008901119045692326 0.002762903098336003 -467 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_mixed 4.096028259139977e+19 0.007935195622101874 0.0024630809292251524 -468 XGBoost_3_AutoML_20190416_015849 supply_area 7.189425410894274e+20 1.0 0.23538451872135874 -469 XGBoost_3_AutoML_20190416_015849 exclusive_use_area 6.47428193756551e+20 0.9005284243932633 0.21197044977071178 -470 XGBoost_3_AutoML_20190416_015849 city 5.821097439797738e+20 0.8096749193582171 0.1905849412138889 -471 XGBoost_3_AutoML_20190416_015849 apartment_building_count_in_sites 1.942425916892334e+20 0.27017818613834405 0.0635957623131838 -472 XGBoost_3_AutoML_20190416_015849 heat_fuel_cogeneration 1.4375684404222414e+20 0.19995595729303572 0.04706653677288978 -473 XGBoost_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.3955547817109671e+20 0.1941121441494137 0.045690993628580756 -474 XGBoost_3_AutoML_20190416_015849 total_household_count_in_sites 1.1722167022212927e+20 0.16304734178687078 0.03837882007529946 -475 XGBoost_3_AutoML_20190416_015849 heat_type_individual 1.0065613776698632e+20 0.14000581689666067 0.03295520182841115 -476 XGBoost_3_AutoML_20190416_015849 bathroom_count 8.239188623520852e+19 0.11460148972455922 0.02697541650356611 -477 XGBoost_3_AutoML_20190416_015849 room_count 7.511650575514495e+19 0.10448193209059442 0.024593429300222257 -478 XGBoost_3_AutoML_20190416_015849 floor 7.289777045513018e+19 0.10139582273802686 0.023867006935546657 -479 XGBoost_3_AutoML_20190416_015849 total_household_count_of_area_type 4.758216613647142e+19 0.06618354516116023 0.015578581925033015 -480 XGBoost_3_AutoML_20190416_015849 heat_type_district 3.993024250631317e+19 0.055540241708059324 0.01307331306411948 -481 XGBoost_3_AutoML_20190416_015849 heat_fuel_gas 2.8084708960049824e+19 0.03906391311535484 0.009195040388030774 -482 XGBoost_3_AutoML_20190416_015849 front_door_structure_stairway 2.4306268037523177e+19 0.03380835970659272 0.007957964478294903 -483 XGBoost_3_AutoML_20190416_015849 heat_type_central 1.6046617942414066e+19 0.02231975022384726 0.0052537236644212264 -484 XGBoost_3_AutoML_20190416_015849 front_door_structure_corridor 1.534276007633512e+19 0.02134073197711453 0.0050232779255946144 -485 XGBoost_3_AutoML_20190416_015849 front_door_structure_mixed 8.720184388693787e+18 0.012129181249283043 0.002855021490846618 -486 XGBoost_3_AutoML_20190416_020809 supply_area 8.28011490921272e+20 1.0 0.2693616527510137 -487 XGBoost_3_AutoML_20190416_020809 city 5.786949599310643e+20 0.6988972571952955 0.1882561203012751 -488 XGBoost_3_AutoML_20190416_020809 exclusive_use_area 5.528853934165574e+20 0.6677267157263717 0.17985997173406176 -489 XGBoost_3_AutoML_20190416_020809 apartment_building_count_in_sites 1.6580531552964418e+20 0.20024518662798252 0.05393837442554856 -490 XGBoost_3_AutoML_20190416_020809 total_parking_capacity_in_site 1.4269337880365315e+20 0.17233260693627322 0.04641979582724536 -491 XGBoost_3_AutoML_20190416_020809 heat_fuel_cogeneration 1.1569833644426422e+20 0.1397303512243949 0.03763799834528264 -492 XGBoost_3_AutoML_20190416_020809 room_count 1.0444717469472077e+20 0.1261421801991051 0.033977866140047136 -493 XGBoost_3_AutoML_20190416_020809 bathroom_count 1.0057123787713597e+20 0.12146116204889523 0.03271697935454912 -494 XGBoost_3_AutoML_20190416_020809 total_household_count_in_sites 1.0006645648687052e+20 0.1208515311490827 0.03255276816780753 -495 XGBoost_3_AutoML_20190416_020809 heat_type_district 8.756043531068585e+19 0.10574785044741747 0.028484415771383394 -496 XGBoost_3_AutoML_20190416_020809 floor 7.668573754639988e+19 0.0926143397612476 0.024946751626533578 -497 XGBoost_3_AutoML_20190416_020809 heat_type_individual 6.510214945131463e+19 0.07862469321395515 0.02117847731115237 -498 XGBoost_3_AutoML_20190416_020809 heat_fuel_gas 5.770909483879996e+19 0.06969600720708716 0.01877343169144756 -499 XGBoost_3_AutoML_20190416_020809 total_household_count_of_area_type 4.5264641915724235e+19 0.05466668326711426 0.014725108155246082 -500 XGBoost_3_AutoML_20190416_020809 front_door_structure_stairway 2.2444238498814755e+19 0.027106192057603666 0.007301368692422524 -501 XGBoost_3_AutoML_20190416_020809 front_door_structure_corridor 1.1824823145242558e+19 0.014280989182995373 0.0038467508492509824 -502 XGBoost_3_AutoML_20190416_020809 front_door_structure_mixed 1.1634848426683793e+19 0.014051554301183053 0.0037849498902872824 -503 XGBoost_3_AutoML_20190416_020809 heat_type_central 6.877159358715658e+18 0.008305632752830411 0.0022372189654453513 -504 GBM_grid_1_AutoML_20190416_015849_model_11 supply_area 7.250339410604227e+20 1.0 0.22929535214592975 -505 GBM_grid_1_AutoML_20190416_015849_model_11 city 6.507494577442484e+20 0.8975434402318779 0.2058025391942377 -506 GBM_grid_1_AutoML_20190416_015849_model_11 exclusive_use_area 3.6456888792605996e+20 0.5028300983990452 0.11529660448198159 -507 GBM_grid_1_AutoML_20190416_015849_model_11 room_count 2.5428357916673232e+20 0.3507195522389219 0.08041836323508639 -508 GBM_grid_1_AutoML_20190416_015849_model_11 total_parking_capacity_in_site 2.141653729486276e+20 0.29538668580865723 0.06773079414171516 -509 GBM_grid_1_AutoML_20190416_015849_model_11 apartment_building_count_in_sites 1.5889482337642086e+20 0.21915501382462718 0.050251226069463986 -510 GBM_grid_1_AutoML_20190416_015849_model_11 bathroom_count 1.5658845260162584e+20 0.2159739616777142 0.04952182559724302 -511 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_in_sites 1.1984002082423597e+20 0.16528884240779118 0.03789996332568756 -512 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_individual 9.47844378114067e+19 0.13073103539508307 0.02997601879731758 -513 GBM_grid_1_AutoML_20190416_015849_model_11 floor 8.186427898355044e+19 0.11291096091834968 0.0258899585449083 -514 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_gas 7.837225644201293e+19 0.10809460358143641 0.02478559019328014 -515 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_cogeneration 7.42396496300401e+19 0.10239472309594004 0.023478634090168538 -516 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_district 6.916833696487676e+19 0.09540013652838417 0.02187480790004562 -517 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_of_area_type 3.989291628557343e+19 0.055022136242651905 0.012616320105580192 -518 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_stairway 3.870596269706366e+19 0.05338503552047916 0.012240940518991238 -519 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_corridor 2.6205634792087618e+19 0.036144011070377874 0.008287653746348678 -520 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_central 1.1035133003452908e+19 0.015220160572501066 0.0034899120781892276 -521 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_mixed 3.615743987941376e+18 0.004986999619153068 0.0011434958338253202 -522 GBM_grid_1_AutoML_20190416_015849_model_6 city 3.13386568876529e+20 1.0 0.1722129584283133 -523 GBM_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 2.6401988657208413e+20 0.8424735224568771 0.14508485769982085 -524 GBM_grid_1_AutoML_20190416_015849_model_6 supply_area 2.5835020648494557e+20 0.8243818725579551 0.1419692411478782 -525 GBM_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 2.038479956382287e+20 0.6504681945017965 0.11201905213867788 -526 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.3700349409084257e+20 0.43717091827512394 0.07528649717498147 -527 GBM_grid_1_AutoML_20190416_015849_model_6 bathroom_count 1.1405957153766873e+20 0.3639580724424951 0.06267829639918845 -528 GBM_grid_1_AutoML_20190416_015849_model_6 room_count 9.973965524281642e+19 0.3182639753847038 0.054809180762155726 -529 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 7.9341093311851e+19 0.25317324094738264 0.04359971281843295 -530 GBM_grid_1_AutoML_20190416_015849_model_6 floor 6.44932882903639e+19 0.2057946788261164 0.03544051046945007 -531 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 6.350695159345814e+19 0.20264733048747602 0.03489849630084837 -532 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 6.120100303112818e+19 0.19528917033850524 0.033631325773004796 -533 GBM_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 6.0147604921021104e+19 0.19192783256999957 0.03305245985161361 -534 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 4.762394757832691e+19 0.15196550301774495 0.026170428853732632 -535 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.9031822798151483e+19 0.06072954200423892 0.010458414092546504 -536 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.3096180743858553e+19 0.04178922150622961 0.007196645466003895 -537 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_district 1.2248977347843195e+19 0.03908584018694548 0.006731088171250139 -538 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_central 4.5371440778665e+18 0.014477787271266519 0.0024932625774805846 -539 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 4.1264407507642614e+18 0.013167254632377163 0.0022675718746205838 -540 GBM_grid_1_AutoML_20190416_020809_model_1 supply_area 6.618927705972466e+20 1.0 0.30478842669730877 -541 GBM_grid_1_AutoML_20190416_020809_model_1 city 4.3800964999954406e+20 0.6617531864025561 0.20169471254556598 -542 GBM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 2.824971003120226e+20 0.426801912426263 0.13008428339980324 -543 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.1627837720642768e+20 0.1756755510435717 0.05354387481175297 -544 GBM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.1524839869399224e+20 0.17411944020781492 0.05306959023835603 -545 GBM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.0962663972163866e+20 0.1656259814149641 0.0504808822956646 -546 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 8.450987988183994e+19 0.127679110025003 0.038915115066633255 -547 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 7.423613119283121e+19 0.11215733800181202 0.03418425859213056 -548 GBM_grid_1_AutoML_20190416_020809_model_1 room_count 6.925587128458727e+19 0.10463306801507369 0.03189094818082681 -549 GBM_grid_1_AutoML_20190416_020809_model_1 floor 5.113443311911803e+19 0.07725485968516899 0.023546387138164003 -550 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 4.3680865784657084e+19 0.06599387049543157 0.02011416795996853 -551 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 3.990330007338615e+19 0.06028665343690059 0.01837467425187883 -552 GBM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 2.323173071686048e+19 0.03509893407038993 0.010697748894066713 -553 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 1.9975414881015824e+19 0.03017923109054565 0.009198280363021914 -554 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 1.9898132407722705e+19 0.030062471281818045 0.009162693324618349 -555 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 1.6666805172642513e+19 0.025180521548231343 0.007674731546103112 -556 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 3.946716504233345e+18 0.00596277324599285 0.0018173842763989656 -557 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 1.654448203015127e+18 0.0024995713452531996 0.0007618404177373982 -558 GBM_grid_1_AutoML_20190416_020809_model_4 supply_area 1.4804033903389993e+20 1.0 0.30652195180708497 -559 GBM_grid_1_AutoML_20190416_020809_model_4 city 8.878568708821431e+19 0.5997398254261169 0.18383342186605375 -560 GBM_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 8.174683354951791e+19 0.5521929636407994 0.1692592649893165 -561 GBM_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.6455657139174113e+19 0.17870573190943587 0.05477722974399394 -562 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 2.5314531195310047e+19 0.1709975224355116 0.05241449433110881 -563 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_district 2.2009060592634036e+19 0.14866934739722634 0.045570418538083385 -564 GBM_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 2.1505288554042884e+19 0.14526640977982605 0.044527343457720095 -565 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.376985591624342e+19 0.09301421495049565 0.028510898712429667 -566 GBM_grid_1_AutoML_20190416_020809_model_4 floor 1.3402826840263885e+19 0.09053496450852329 0.027750954027937723 -567 GBM_grid_1_AutoML_20190416_020809_model_4 bathroom_count 1.3291099966207427e+19 0.08978025890067627 0.0275196201919807 -568 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.0658871328334938e+19 0.07199977653316608 0.022069512032620017 -569 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 6.227876851793002e+18 0.04206878268744625 0.012895005379504129 -570 GBM_grid_1_AutoML_20190416_020809_model_4 room_count 5.074132362732765e+18 0.03427533600534942 0.010506142891203359 -571 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.8940795310505984e+18 0.019549263058549735 0.005992278269096808 -572 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_central 1.9068949732408689e+18 0.012880914659376772 0.00394828310245266 -573 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.14657120648115e+18 0.00774499176348546 0.00237400999207336 -574 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.38540723426558e+17 0.0049887802760127335 0.0015291706673401112 -575 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.0 0.0 0.0 -576 GBM_grid_1_AutoML_20190416_015849_model_9 supply_area 7.163329162115988e+20 1.0 0.3747607999901005 -577 GBM_grid_1_AutoML_20190416_015849_model_9 city 3.756479541156239e+20 0.5244041501014323 0.19652611881014145 -578 GBM_grid_1_AutoML_20190416_015849_model_9 exclusive_use_area 2.772239480983252e+20 0.3870043408928532 0.1450340563926472 -579 GBM_grid_1_AutoML_20190416_015849_model_9 apartment_building_count_in_sites 1.0191358324497606e+20 0.14227125535980764 0.05331768947423738 -580 GBM_grid_1_AutoML_20190416_015849_model_9 total_parking_capacity_in_site 8.53385773976482e+19 0.11913256457482109 0.044646215204932255 -581 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_district 7.365051370769167e+19 0.102816039917864 0.03853142137143282 -582 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_in_sites 5.8549055751723155e+19 0.08173442044428998 0.030630856792429335 -583 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_cogeneration 5.526431314225398e+19 0.07714892320532338 0.028912392178801816 -584 GBM_grid_1_AutoML_20190416_015849_model_9 floor 4.81876803840272e+19 0.06726995129425682 0.025210140762330777 -585 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_individual 4.150278602659096e+19 0.05793784577998003 0.021712833434208382 -586 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_of_area_type 3.408171145975405e+19 0.04757803346521996 0.017830381883381603 -587 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_stairway 1.3284114768836166e+19 0.01854461028971081 0.006949792987676672 -588 GBM_grid_1_AutoML_20190416_015849_model_9 bathroom_count 1.2627982304472465e+19 0.017628650057373973 0.006606526998247 -589 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_corridor 1.0749710779998536e+19 0.015006584978461553 0.005623879791647676 -590 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_mixed 2.611355784008696e+18 0.0036454499366287995 0.00136617173457487 -591 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_central 2.3921719893022474e+18 0.0033394695890194438 0.0012515022947235388 -592 GBM_grid_1_AutoML_20190416_015849_model_9 room_count 2.08197886838571e+18 0.0029064403174385344 0.0010892198984867466 -593 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_gas 0.0 0.0 0.0 -594 XGBoost_grid_1_AutoML_20190416_020809_model_6 supply_area 4.02468789852708e+20 1.0 0.23586783743966896 -595 XGBoost_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 3.326278112563765e+20 0.8264685850003641 0.1949373578558591 -596 XGBoost_grid_1_AutoML_20190416_020809_model_6 city 3.205536958397683e+20 0.7964684564909535 0.18786129242143226 -597 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 1.1452951160347322e+20 0.28456743601258555 0.06712030573803993 -598 XGBoost_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 1.103971071016399e+20 0.2742997963694081 0.06469849977979385 -599 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 9.079971971141625e+19 0.2256068594651683 0.05321340205360456 -600 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 7.390730684738201e+19 0.1836348773141638 0.04331356139059074 -601 XGBoost_grid_1_AutoML_20190416_020809_model_6 bathroom_count 5.738292691344346e+19 0.142577333597579 0.03362940734357521 -602 XGBoost_grid_1_AutoML_20190416_020809_model_6 floor 4.332637443976908e+19 0.10765151368786953 0.025391529730664705 -603 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 3.81922268841016e+19 0.09489487842791204 0.022382649758891905 -604 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 3.4066546995383763e+19 0.08464394719364733 0.019964784776923133 -605 XGBoost_grid_1_AutoML_20190416_020809_model_6 room_count 3.1194893103493284e+19 0.07750885010216498 0.018281844856033118 -606 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_district 1.786216012950012e+19 0.04438147896147961 0.01046816346501836 -607 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 1.6769837108746519e+19 0.041667422497242076 0.009828004836109499 -608 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 6.987595955876921e+18 0.017361833096261155 0.00409509802640359 -609 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_central 6.431847253861728e+18 0.0159809839073872 0.00376940011439357 -610 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 6.187235603495518e+18 0.015373205971473883 0.00362604484700615 -611 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 2.646205904562684e+18 0.006574934432881414 0.0015508155659913554 -612 XGBoost_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 8.919500799934695e+20 1.0 0.2344245425879374 -613 XGBoost_grid_1_AutoML_20190416_020809_model_8 supply_area 8.217264361662998e+20 0.9212695358156324 0.21596818953378105 -614 XGBoost_grid_1_AutoML_20190416_020809_model_8 city 5.816057982183455e+20 0.6520609294890178 0.1528590851349283 -615 XGBoost_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 2.7776256805844707e+20 0.311410441333758 0.07300225026677393 -616 XGBoost_grid_1_AutoML_20190416_020809_model_8 floor 2.4548120573410646e+20 0.2752185478092045 0.06451798218188914 -617 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.4231440113987905e+20 0.27166811974685084 0.06368567470738051 -618 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.6774045599452994e+20 0.18806036319404565 0.04408596462068553 -619 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 1.437580139225961e+20 0.16117271262944294 0.037782839435814244 -620 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 1.4110833163714429e+20 0.1582020505432069 0.03708644333506503 -621 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_district 7.256588506930925e+19 0.08135644213389223 0.019071946733819685 -622 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 6.70569799704306e+19 0.07518019390829761 0.017624082568625105 -623 XGBoost_grid_1_AutoML_20190416_020809_model_8 bathroom_count 4.857790585681792e+19 0.05446258366519076 0.012767366263869616 -624 XGBoost_grid_1_AutoML_20190416_020809_model_8 room_count 2.890357904092902e+19 0.03240492903049086 0.007596510665567394 -625 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 2.026429177000467e+19 0.022719087339678288 0.005325911657619482 -626 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 1.9697423157141963e+19 0.022083548843099134 0.0051769258362618885 -627 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 1.4714697044316914e+19 0.01649722038751838 0.0038673533433163914 -628 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_central 1.0503291532516262e+19 0.011775649521319806 0.0027605012527112597 -629 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 9.118054765832438e+18 0.01022260659015715 0.0023964298739540244 -630 GBM_grid_1_AutoML_20190416_020809_model_2 supply_area 9.227605420504504e+20 1.0 0.3750408415936733 -631 GBM_grid_1_AutoML_20190416_020809_model_2 city 5.000138726630417e+20 0.5418674183358224 0.20322241260485788 -632 GBM_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 3.5065997787376334e+20 0.3800118902944937 0.1425199791516496 -633 GBM_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 1.4065483146919831e+20 0.15242831163613868 0.05716684227872016 -634 GBM_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 9.855741636016656e+19 0.10680714212287817 0.04005704046997931 -635 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 7.791729612262526e+19 0.08443934539017736 0.03166820315875098 -636 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 6.634194996670182e+19 0.07189508755899392 0.02696359414457591 -637 GBM_grid_1_AutoML_20190416_020809_model_2 floor 6.3154769222988464e+19 0.06844112458759163 0.025668216964947813 -638 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_district 5.039330070934585e+19 0.05461146030081408 0.02048152803187679 -639 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 4.895837206440051e+19 0.05305642128521333 0.01989832489075489 -640 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 4.354993154197501e+19 0.047195268498589515 0.01770015321695039 -641 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 4.273192127918873e+19 0.04630878687577479 0.01736768640307263 -642 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 1.7028642354715689e+19 0.01845402092819946 0.006921011539699186 -643 GBM_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.470746555634103e+19 0.015938550562272443 0.005977607416657972 -644 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.110714881604898e+19 0.012036870141161405 0.004514317907894931 -645 GBM_grid_1_AutoML_20190416_020809_model_2 room_count 7.004443772549333e+18 0.0075907491200099195 0.0028468409382949554 -646 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.8832754549181645e+18 0.0031246193606320524 0.0011718598746713303 -647 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_central 2.001654183857488e+18 0.0021692021847939513 0.0008135394129719584 -648 XGBoost_grid_1_AutoML_20190416_015849_model_6 supply_area 8.201676277452762e+20 1.0 0.246840765793381 -649 XGBoost_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 7.98374146198477e+20 0.9734280154330015 0.24028171677421317 -650 XGBoost_grid_1_AutoML_20190416_015849_model_6 city 7.341820185410074e+20 0.8951609326002637 0.22096221011136621 -651 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.4838437182418452e+20 0.1809195666892001 0.04465832438856881 -652 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 1.4519613994735501e+20 0.1770322736908233 0.043698782007986235 -653 XGBoost_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 1.3768471631104049e+20 0.16787387316120939 0.04143811540781383 -654 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 1.055048345118971e+20 0.12863813559910986 0.031753135901517064 -655 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 8.880615559667699e+19 0.10827805511028775 0.02672743804204134 -656 XGBoost_grid_1_AutoML_20190416_015849_model_6 bathroom_count 7.72755067874459e+19 0.09421916224599608 0.02325713016121248 -657 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 6.181341341561337e+19 0.07536680469277322 0.018603599785764324 -658 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_district 5.311751229097483e+19 0.06476421464841309 0.01598644833982119 -659 XGBoost_grid_1_AutoML_20190416_015849_model_6 floor 4.616552896696576e+19 0.05628791896344344 0.013894153021852151 -660 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 3.356776893860597e+19 0.04092793692782921 0.010102683293608559 -661 XGBoost_grid_1_AutoML_20190416_015849_model_6 room_count 2.918491547917458e+19 0.03558408609640795 0.008783603062094941 -662 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_central 1.6313958697149661e+19 0.019891005381422314 0.004909911000750546 -663 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.3081196599395222e+19 0.015949418334586987 0.0039369666356684424 -664 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.2826370486006972e+19 0.01563871829624386 0.003860273200271792 -665 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 1.0125572317296722e+18 0.0012345735157985869 0.00030474307206794987 -666 GBM_grid_1_AutoML_20190416_020809_model_7 supply_area 1.6696219527611102e+20 1.0 0.3696646400715778 -667 GBM_grid_1_AutoML_20190416_020809_model_7 city 6.963670253003027e+19 0.4170806595760777 0.15417997190300703 -668 GBM_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 6.681896209129616e+19 0.400204141906468 0.14794132007300914 -669 GBM_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.983806057044561e+19 0.17871147729641074 0.06606331393143762 -670 GBM_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.655430312339492e+19 0.1590438067700366 0.05879287158525915 -671 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 1.8172245498277134e+19 0.10884048013518915 0.040234476914392414 -672 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 1.785933658363999e+19 0.10696634980215373 0.039541677199383646 -673 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.629967164305834e+19 0.09762492410993412 0.0360884824331139 -674 GBM_grid_1_AutoML_20190416_020809_model_7 floor 1.6101817824174932e+19 0.09643990244346519 0.035650421825301634 -675 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_district 7.067212692355809e+18 0.04232822095246484 0.015647246563263134 -676 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 4.576211100390916e+18 0.027408666332058473 0.010132014774482367 -677 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 4.313869825026818e+18 0.02583740479629431 0.009551174944405794 -678 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 2.315139654904447e+18 0.013866250686724754 0.005125862569250374 -679 GBM_grid_1_AutoML_20190416_020809_model_7 bathroom_count 2.0969580650467164e+18 0.012559478279372802 0.004642795017631146 -680 GBM_grid_1_AutoML_20190416_020809_model_7 room_count 1.7897447580804055e+18 0.010719461103878301 0.00396260573072645 -681 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 6.368449688282071e+17 0.003814306392983364 0.0014100141998849135 -682 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_central 6.192736735047188e+17 0.00370906523168676 0.0013711102638734895 -683 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 0.0 0.0 0.0 -684 GBM_grid_1_AutoML_20190416_015849_model_3 supply_area 1.2313319009082042e+20 1.0 0.282753227274686 -685 GBM_grid_1_AutoML_20190416_015849_model_3 city 5.441833570170359e+19 0.4419469329233311 0.12496192156822104 -686 GBM_grid_1_AutoML_20190416_015849_model_3 bathroom_count 5.125683515156857e+19 0.41627147898761185 0.11770210410615388 -687 GBM_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 3.296467801467781e+19 0.2677156174575171 0.07569745482794822 -688 GBM_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 3.1993270486653993e+19 0.25982653793876725 0.07346679213379508 -689 GBM_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.5673103927360356e+19 0.20849865018866498 0.05895366622326084 -690 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 2.336827466786747e+19 0.18978046983621175 0.05366104031989507 -691 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 2.336039116949632e+19 0.189716445681836 0.05364293728362179 -692 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 1.968415425081796e+19 0.15986066986731481 0.04520112031927641 -693 GBM_grid_1_AutoML_20190416_015849_model_3 floor 1.6627149086763516e+19 0.1350338529725388 0.038181257719320794 -694 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1109054269699916e+19 0.09021982019231463 0.025509945323518843 -695 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 7.891200450106491e+18 0.06408670517093003 0.01812072271248177 -696 GBM_grid_1_AutoML_20190416_015849_model_3 room_count 6.535213991256392e+18 0.05307434970568176 0.0150069436647868 -697 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.9221648532884685e+18 0.015610452810251408 0.0044139059113177765 -698 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.6144177334268723e+18 0.013111150066331524 0.0037072199945379514 -699 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_district 1.5314195863757128e+18 0.012437098277452003 0.0035166296758819917 -700 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.202133720920752e+18 0.009762873194742084 0.002760483903286848 -701 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.1943574249333064e+18 0.00969971966171244 0.002742627038008918 -702 GBM_grid_1_AutoML_20190416_020809_model_5 supply_area 3.9641258129067596e+21 1.0 0.27325422040645136 -703 GBM_grid_1_AutoML_20190416_020809_model_5 city 3.317715714140971e+21 0.8369350194029795 0.22869602625781943 -704 GBM_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 2.7087876676989034e+21 0.6833253523082914 0.18672153642896588 -705 GBM_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 7.742977618530659e+20 0.1953262329192573 0.053373717501280594 -706 GBM_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 5.606837983838145e+20 0.14143945597243393 0.03864892827646004 -707 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.9203071455794613e+20 0.12412086239945967 0.03391654949114078 -708 GBM_grid_1_AutoML_20190416_020809_model_5 bathroom_count 4.050766906963043e+20 0.1021856292697419 0.02792265446284598 -709 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 3.705549810713934e+20 0.09347709900248548 0.025543011813780842 -710 GBM_grid_1_AutoML_20190416_020809_model_5 room_count 3.3157882438692005e+20 0.08364487910735217 0.02285631623147139 -711 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 3.301669459037394e+20 0.0832887152140207 0.022758992944462174 -712 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.165123133085288e+20 0.07984416445058311 0.02181775491094859 -713 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 3.047464833601629e+20 0.07687608762767865 0.021006715392599372 -714 GBM_grid_1_AutoML_20190416_020809_model_5 floor 2.7754484716396138e+20 0.07001413685214171 0.01913165838296258 -715 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 1.4485865145027894e+20 0.036542395041710085 0.009985363668907064 -716 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 1.0121932521491923e+20 0.025533832676389884 0.006977227541975692 -717 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 6.231621128690231e+19 0.01572003872430273 0.004295566926368569 -718 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_central 3.2976062358071804e+19 0.008318621535851702 0.002273098442635474 -719 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 1.1905408551465517e+19 0.0030032872601325647 0.0008206609189241513 -720 GBM_grid_1_AutoML_20190416_015849_model_13 supply_area 5.887218022889397e+19 1.0 0.15785894400040468 -721 GBM_grid_1_AutoML_20190416_015849_model_13 city 5.384655007284147e+19 0.9146348897473656 0.14438329784144568 -722 GBM_grid_1_AutoML_20190416_015849_model_13 apartment_building_count_in_sites 5.13968997388077e+19 0.8730252479010882 0.1378148437193573 -723 GBM_grid_1_AutoML_20190416_015849_model_13 exclusive_use_area 4.813182519333618e+19 0.8175648499206334 0.12905992386032053 -724 GBM_grid_1_AutoML_20190416_015849_model_13 total_parking_capacity_in_site 3.728260971053554e+19 0.6332806015605577 0.09996900701829066 -725 GBM_grid_1_AutoML_20190416_015849_model_13 room_count 3.6345638886693667e+19 0.6173652605591042 0.09745662809439488 -726 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_cogeneration 3.1538127648336118e+19 0.5357051076708295 0.08456584259254023 -727 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_in_sites 1.5218002889977889e+19 0.2584922595156247 0.04080531511941508 -728 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_of_area_type 1.3149295951573156e+19 0.22335330372425366 0.03525831666491234 -729 GBM_grid_1_AutoML_20190416_015849_model_13 floor 1.2506363124300906e+19 0.21243247788134215 0.033534366629738 -730 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_corridor 5.943842212012884e+18 0.10096181573203733 0.015937725615822858 -731 GBM_grid_1_AutoML_20190416_015849_model_13 bathroom_count 4.553891564102877e+18 0.0773521813936129 0.012210733670923485 -732 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_district 1.1428838567984497e+18 0.019412969799231794 0.003064510912418479 -733 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_individual 8.670292399316009e+17 0.01472731664702423 0.0023248386538588257 -734 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_mixed 8.405722413882409e+17 0.014277919352062575 0.0022538972714395405 -735 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_gas 6.605454917207327e+17 0.01121999370759744 0.0017711763583725172 -736 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_stairway 4.2647643987797606e+17 0.007244108137661004 0.0011435472608359043 -737 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_central 2.1894836177915085e+17 0.00371904626137309 0.000587084715509009 -738 XGBoost_grid_1_AutoML_20190416_015849_model_5 supply_area 1.1865486163870273e+21 1.0 0.29599679028309933 -739 XGBoost_grid_1_AutoML_20190416_015849_model_5 city 9.36165647078807e+20 0.7889821235722966 0.2335361761681434 -740 XGBoost_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 8.118613715512889e+20 0.6842209078826963 0.20252719257786628 -741 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_district 2.35696713331179e+20 0.19864058672021548 0.05879697608913543 -742 XGBoost_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 1.956698633352029e+20 0.1649067392881098 0.04881186552533237 -743 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 1.7378611628180976e+20 0.14646354467209152 0.04335273911642443 -744 XGBoost_grid_1_AutoML_20190416_015849_model_5 floor 1.163797785667877e+20 0.09808260442050615 0.029032136091076747 -745 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 9.999475073655348e+19 0.08427362297301545 0.024944721905540635 -746 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 8.639559510003391e+19 0.07281252020090298 0.02155227227189061 -747 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 7.088789398588123e+19 0.059742932575093985 0.017683716284327435 -748 XGBoost_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.1397229631283134e+19 0.02646097192956653 0.007832362758922882 -749 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 1.842518924775863e+19 0.015528389644802148 0.004596353493126752 -750 XGBoost_grid_1_AutoML_20190416_015849_model_5 room_count 1.6191205920489865e+19 0.013645632127397495 0.004039063311093599 -751 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 1.063577718610513e+19 0.00896362529037408 0.002653204315251142 -752 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_central 7.834079171776086e+18 0.006602408922468267 0.0019542918491871034 -753 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.161861074149704e+18 0.0051930961690488655 0.0015371397976699237 -754 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 4.621970300437791e+18 0.003895306299805419 0.0011529981619119401 -755 GBM_grid_1_AutoML_20190416_015849_model_1 supply_area 5.330900745819295e+21 1.0 0.22625258845673918 -756 GBM_grid_1_AutoML_20190416_015849_model_1 city 5.036137898408082e+21 0.9447067462956654 0.2137423466819383 -757 GBM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 3.4335207120092225e+21 0.644078904433163 0.14572451929838387 -758 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.4081338808279803e+21 0.2641455821386836 0.05976362168828939 -759 GBM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 1.2781668917189972e+21 0.23976565174682474 0.05424759933073618 -760 GBM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.1527579676453781e+21 0.21624074853567982 0.048925029086020394 -761 GBM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 1.1291198398387055e+21 0.21180657710129128 0.047921786321329055 -762 GBM_grid_1_AutoML_20190416_015849_model_1 room_count 9.056522818597442e+20 0.16988729016761248 0.03843743914632346 -763 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 6.829400619807859e+20 0.12810969375416992 0.0289851498182811 -764 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 6.53833930907788e+20 0.12264980386673878 0.02774983559856103 -765 GBM_grid_1_AutoML_20190416_015849_model_1 floor 6.356077224783312e+20 0.11923083035766521 0.02697628399226811 -766 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 5.228164420013486e+20 0.09807281488243093 0.02218922822438861 -767 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 4.6438343310486746e+20 0.08711162620483143 0.019709230913519022 -768 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 4.045058946279072e+20 0.07587946463740428 0.017167925284924324 -769 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 2.2603390607912075e+20 0.042400696778379446 0.009593267398477672 -770 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 2.078297582509637e+20 0.038985861519547534 0.008820652082013613 -771 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 6.840909779761837e+19 0.012832558897531062 0.0029033996670899623 -772 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 2.0972218928618013e+19 0.003934085425444333 0.0008900970107167124 -773 GBM_5_AutoML_20190416_020809 supply_area 5.210785099420208e+20 1.0 0.3477745722857248 -774 GBM_5_AutoML_20190416_020809 city 3.368282623338296e+20 0.646405975121307 0.2248035615207494 -775 GBM_5_AutoML_20190416_020809 exclusive_use_area 2.3911980089170146e+20 0.4588939983694737 0.1595916640074298 -776 GBM_5_AutoML_20190416_020809 heat_fuel_gas 7.820231592482387e+19 0.15007779908928745 0.05219324238785988 -777 GBM_5_AutoML_20190416_020809 total_parking_capacity_in_site 7.530459261223882e+19 0.14451678811436264 0.050259264174579175 -778 GBM_5_AutoML_20190416_020809 apartment_building_count_in_sites 4.8376857956655825e+19 0.09283986392384251 0.032287343967179215 -779 GBM_5_AutoML_20190416_020809 total_household_count_in_sites 4.719060365754132e+19 0.09056332732430687 0.03149562242498291 -780 GBM_5_AutoML_20190416_020809 heat_type_individual 3.273506700144935e+19 0.06282175598662033 0.021847809318485057 -781 GBM_5_AutoML_20190416_020809 floor 2.5164362096211657e+19 0.04829284189634234 0.016795022434962587 -782 GBM_5_AutoML_20190416_020809 front_door_structure_stairway 2.1651695124351025e+19 0.041551694631889846 0.014450622828352537 -783 GBM_5_AutoML_20190416_020809 heat_fuel_cogeneration 2.122593343575058e+19 0.04073461682024143 0.014166463941882352 -784 GBM_5_AutoML_20190416_020809 heat_type_district 1.977114321276109e+19 0.03794273384055116 0.013195518032748776 -785 GBM_5_AutoML_20190416_020809 total_household_count_of_area_type 1.6802796069300732e+19 0.03224618891147582 0.011214404556533183 -786 GBM_5_AutoML_20190416_020809 bathroom_count 1.0432203707734032e+19 0.02002040673082987 0.006962588387800604 -787 GBM_5_AutoML_20190416_020809 front_door_structure_corridor 3.3114395764253e+18 0.006354972452795561 0.0022100978266585396 -788 GBM_5_AutoML_20190416_020809 room_count 6.030973148394947e+17 0.0011574020101243476 0.00040251498903363307 -789 GBM_5_AutoML_20190416_020809 heat_type_central 5.239438163532841e+17 0.0010054987998096144 0.00034968691503759825 -790 GBM_5_AutoML_20190416_020809 front_door_structure_mixed 0.0 0.0 0.0 -791 GBM_5_AutoML_20190416_015849 supply_area 3.5811737590673546e+20 1.0 0.2425989195567782 -792 GBM_5_AutoML_20190416_015849 city 3.464669155144489e+20 0.9674674808425919 0.23470656555873082 -793 GBM_5_AutoML_20190416_015849 exclusive_use_area 3.261974098603053e+20 0.9108673072184493 0.22097542459078776 -794 GBM_5_AutoML_20190416_015849 total_parking_capacity_in_site 7.203043610072187e+19 0.2011363897614417 0.04879547083967678 -795 GBM_5_AutoML_20190416_015849 apartment_building_count_in_sites 6.176827626426991e+19 0.1724805340926999 0.04184359121546504 -796 GBM_5_AutoML_20190416_015849 total_household_count_in_sites 5.3229372205938246e+19 0.14863666436503986 0.03605909418148214 -797 GBM_5_AutoML_20190416_015849 heat_fuel_cogeneration 5.229796271190966e+19 0.14603581459708234 0.035428130837846156 -798 GBM_5_AutoML_20190416_015849 heat_type_individual 3.7780275061546025e+19 0.1054969057725508 0.025593435357004063 -799 GBM_5_AutoML_20190416_015849 heat_fuel_gas 3.3768698091512267e+19 0.09429505621170041 0.022875878756504188 -800 GBM_5_AutoML_20190416_015849 room_count 3.266148768331858e+19 0.09120330338795014 0.022125822861925753 -801 GBM_5_AutoML_20190416_015849 floor 2.749247241491107e+19 0.07676944561905574 0.01862418456215576 -802 GBM_5_AutoML_20190416_015849 total_household_count_of_area_type 2.0945566766760722e+19 0.05848799353487829 0.014189124038605302 -803 GBM_5_AutoML_20190416_015849 heat_type_district 1.8176799675439383e+19 0.05075654212370072 0.012313482279647894 -804 GBM_5_AutoML_20190416_015849 front_door_structure_stairway 1.2777031001222152e+19 0.035678333029419036 0.00865552504452397 -805 GBM_5_AutoML_20190416_015849 bathroom_count 1.2704203749044781e+19 0.03547497162593233 0.008606189787758546 -806 GBM_5_AutoML_20190416_015849 front_door_structure_corridor 8.993240954626376e+18 0.025112551246238568 0.006092277799651701 -807 GBM_5_AutoML_20190416_015849 heat_type_central 7.630070561678295e+17 0.0021306060735978905 0.0005168827314559577 -808 GBM_5_AutoML_20190416_015849 front_door_structure_mixed 0.0 0.0 0.0 -809 DeepLearning_grid_1_AutoML_20190416_015849_model_3 city 1.0 1.0 0.10588649944601221 -810 DeepLearning_grid_1_AutoML_20190416_015849_model_3 supply_area 0.6622630953788757 0.6622630953788757 0.07012472088194965 -811 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 0.6041501760482788 0.6041501760482788 0.06397134728144425 -812 DeepLearning_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 0.6031635403633118 0.6031635403633118 0.06386687588253458 -813 DeepLearning_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 0.5966374278068542 0.5966374278068542 0.06317584866894062 -814 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 0.571448028087616 0.571448028087616 0.06050863130952412 -815 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 0.5541250109672546 0.5541250109672546 0.05867435766680572 -816 DeepLearning_grid_1_AutoML_20190416_015849_model_3 room_count 0.5160220861434937 0.5160220861434937 0.054639772338563104 -817 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 0.49915698170661926 0.49915698170661926 0.05285398546695107 -818 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_district 0.4731612205505371 0.4731612205505371 0.05010138531769891 -819 DeepLearning_grid_1_AutoML_20190416_015849_model_3 bathroom_count 0.46317997574806213 0.46317997574806213 0.04904450624545113 -820 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 0.462480366230011 0.462480366230011 0.04897042704260558 -821 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 0.4621308445930481 0.4621308445930481 0.04893341741998694 -822 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 0.4467972218990326 0.4467972218990326 0.04730979378909171 -823 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_central 0.41894832253456116 0.41894832253456116 0.04436097132196355 -824 DeepLearning_grid_1_AutoML_20190416_015849_model_3 floor 0.3929085433483124 0.3929085433483124 0.041603710257584546 -825 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 0.3895597457885742 0.3895597457885742 0.04124911780663052 -826 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 0.32794201374053955 0.32794201374053955 0.03472463185626177 -827 GBM_grid_1_AutoML_20190416_015849_model_5 supply_area 4.3020933803931976e+21 1.0 0.3216625664438349 -828 GBM_grid_1_AutoML_20190416_015849_model_5 city 3.263800026776975e+21 0.7586539245409578 0.24403056841053195 -829 GBM_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 2.6559255411727354e+21 0.6173565532717452 0.19858049333630964 -830 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 8.746523167746928e+20 0.20330853829461795 0.0653967462077915 -831 GBM_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 7.308864391449349e+20 0.16989088207056402 0.05464753714222452 -832 GBM_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.293945433832733e+20 0.076566107301271 0.024628450577140876 -833 GBM_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 2.5499873671380992e+20 0.059273175676745504 0.01906596180945825 -834 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 2.490584712131222e+20 0.05789239079472493 0.018621815000600662 -835 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 2.1792496384380764e+20 0.05065556336759245 0.016293998517478096 -836 GBM_grid_1_AutoML_20190416_015849_model_5 floor 1.8856012208284054e+20 0.04382985337840499 0.014098423124554737 -837 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_district 1.7203664374843677e+20 0.039989053824934215 0.012862981682988993 -838 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 5.385988055181663e+19 0.012519458735434051 0.004027041227327405 -839 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 2.9869680325837193e+19 0.006943057178156184 0.0022333215908920084 -840 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 2.0449931114215113e+19 0.004753483782433857 0.001529017793006822 -841 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_central 1.922962274096513e+19 0.0044698292297894295 0.0014377767416197378 -842 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.928612104849064e+18 0.0016105210864148678 0.0005180443459681196 -843 GBM_grid_1_AutoML_20190416_015849_model_5 room_count 4.885136759278535e+18 0.0011355255052209138 0.0003652560482717914 -844 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.0 0.0 0.0 -845 DeepLearning_1_AutoML_20190416_020809 city 1.0 1.0 0.07558075189856184 -846 DeepLearning_1_AutoML_20190416_020809 front_door_structure_mixed 0.917976975440979 0.917976975440979 0.06938139002939683 -847 DeepLearning_1_AutoML_20190416_020809 supply_area 0.8936480283737183 0.8936480283737183 0.06754258991715295 -848 DeepLearning_1_AutoML_20190416_020809 heat_type_individual 0.8894039392471313 0.8894039392471313 0.067221818469841 -849 DeepLearning_1_AutoML_20190416_020809 total_household_count_in_sites 0.867792546749115 0.867792546749115 0.06558841317526598 -850 DeepLearning_1_AutoML_20190416_020809 heat_fuel_cogeneration 0.8673058152198792 0.8673058152198792 0.0655516256403136 -851 DeepLearning_1_AutoML_20190416_020809 apartment_building_count_in_sites 0.8541399240493774 0.8541399240493774 0.06455653768623244 -852 DeepLearning_1_AutoML_20190416_020809 heat_type_district 0.8024343252182007 0.8024343252182007 0.060648589649206705 -853 DeepLearning_1_AutoML_20190416_020809 front_door_structure_corridor 0.8009785413742065 0.8009785413742065 0.06053856041167585 -854 DeepLearning_1_AutoML_20190416_020809 total_parking_capacity_in_site 0.7319377064704895 0.7319377064704895 0.05532040219794845 -855 DeepLearning_1_AutoML_20190416_020809 room_count 0.6987099051475525 0.6987099051475525 0.05280901999002484 -856 DeepLearning_1_AutoML_20190416_020809 exclusive_use_area 0.6873521208763123 0.6873521208763123 0.05195059011490284 -857 DeepLearning_1_AutoML_20190416_020809 bathroom_count 0.6764413118362427 0.6764413118362427 0.05112594296383276 -858 DeepLearning_1_AutoML_20190416_020809 heat_fuel_gas 0.6638084053993225 0.6638084053993225 0.05017113839666615 -859 DeepLearning_1_AutoML_20190416_020809 total_household_count_of_area_type 0.6400241851806641 0.6400241851806641 0.048373509149218966 -860 DeepLearning_1_AutoML_20190416_020809 front_door_structure_stairway 0.5167799592018127 0.5167799592018127 0.039058617882581116 -861 DeepLearning_1_AutoML_20190416_020809 heat_type_central 0.4085588753223419 0.4085588753223419 0.030879186991693383 -862 DeepLearning_1_AutoML_20190416_020809 floor 0.31358930468559265 0.31358930468559265 0.02370131543548429 -863 DeepLearning_grid_1_AutoML_20190416_020809_model_1 city 1.0 1.0 0.117216195630159 -864 DeepLearning_grid_1_AutoML_20190416_020809_model_1 supply_area 0.700688898563385 0.700688898563385 0.08213208700988638 -865 DeepLearning_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.6795383095741272 0.6795383095741272 0.07965289543322844 -866 DeepLearning_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.6287859082221985 0.6287859082221985 0.07370389202766042 -867 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.5363758206367493 0.5363758206367493 0.06287193312304427 -868 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.4726800322532654 0.4726800322532654 0.05540575513106862 -869 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.4637191891670227 0.4637191891670227 0.054355399194860446 -870 DeepLearning_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.4558580815792084 0.4558580815792084 0.05343395006997747 -871 DeepLearning_grid_1_AutoML_20190416_020809_model_1 room_count 0.4473789930343628 0.4473789930343628 0.05244006356833941 -872 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.43798118829727173 0.43798118829727173 0.051338488649782514 -873 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.42868953943252563 0.42868953943252563 0.05024935691872569 -874 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.4058772921562195 0.4058772921562195 0.04757539207922262 -875 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.37632983922958374 0.37632983922958374 0.04411195205660117 -876 DeepLearning_grid_1_AutoML_20190416_020809_model_1 floor 0.35347601771354675 0.35347601771354675 0.041433114042880644 -877 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.3185288608074188 0.3185288608074188 0.03733674126225409 -878 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.297958642244339 0.297958642244339 0.034925578499009 -879 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.2943436801433563 0.2943436801433563 0.034501846394184604 -880 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.23303399980068207 0.23303399980068207 0.027315358909115184 -881 DeepLearning_1_AutoML_20190416_015849 city 1.0 1.0 0.10113582441701437 -882 DeepLearning_1_AutoML_20190416_015849 exclusive_use_area 0.7808131575584412 0.7808131575584412 0.07896818240532508 -883 DeepLearning_1_AutoML_20190416_015849 heat_type_individual 0.757499098777771 0.757499098777771 0.07661029585003527 -884 DeepLearning_1_AutoML_20190416_015849 supply_area 0.6812328100204468 0.6812328100204468 0.06889704186133722 -885 DeepLearning_1_AutoML_20190416_015849 bathroom_count 0.6282981038093567 0.6282981038093567 0.06354344670840616 -886 DeepLearning_1_AutoML_20190416_015849 apartment_building_count_in_sites 0.568518877029419 0.568518877029419 0.0574976253250055 -887 DeepLearning_1_AutoML_20190416_015849 total_household_count_in_sites 0.5374017953872681 0.5374017953872681 0.054350573619675026 -888 DeepLearning_1_AutoML_20190416_015849 front_door_structure_corridor 0.5108906030654907 0.5108906030654907 0.05166934232793405 -889 DeepLearning_1_AutoML_20190416_015849 floor 0.5063374042510986 0.5063374042510986 0.05120885081210593 -890 DeepLearning_1_AutoML_20190416_015849 total_parking_capacity_in_site 0.5059372782707214 0.5059372782707214 0.05116838374120982 -891 DeepLearning_1_AutoML_20190416_015849 heat_fuel_cogeneration 0.4903944432735443 0.4903944432735443 0.04959644630999269 -892 DeepLearning_1_AutoML_20190416_015849 heat_type_district 0.48135486245155334 0.48135486245155334 0.0486822208511764 -893 DeepLearning_1_AutoML_20190416_015849 total_household_count_of_area_type 0.4433438181877136 0.4433438181877136 0.044837942552601345 -894 DeepLearning_1_AutoML_20190416_015849 heat_type_central 0.4407172203063965 0.4407172203063965 0.044572299410462354 -895 DeepLearning_1_AutoML_20190416_015849 room_count 0.4216771721839905 0.4216771721839905 0.0426466684466632 -896 DeepLearning_1_AutoML_20190416_015849 front_door_structure_mixed 0.4205125868320465 0.4205125868320465 0.042528887146990366 -897 DeepLearning_1_AutoML_20190416_015849 heat_fuel_gas 0.3948497474193573 0.3948497474193573 0.03993345472610659 -898 DeepLearning_1_AutoML_20190416_015849 front_door_structure_stairway 0.3179141879081726 0.3179141879081726 0.03215251348795865 -899 GBM_grid_1_AutoML_20190416_020809_model_11 supply_area 6.623709262139338e+20 1.0 0.24497434277084765 -900 GBM_grid_1_AutoML_20190416_020809_model_11 city 6.435682570321736e+20 0.9716130819792546 0.2380202761854256 -901 GBM_grid_1_AutoML_20190416_020809_model_11 exclusive_use_area 4.093460679586795e+20 0.618001261466099 0.15139445285921238 -902 GBM_grid_1_AutoML_20190416_020809_model_11 room_count 1.8274198153767315e+20 0.2758907045969146 0.06758614403521523 -903 GBM_grid_1_AutoML_20190416_020809_model_11 apartment_building_count_in_sites 1.4728570462133866e+20 0.22236136701109982 0.05447282974117142 -904 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_cogeneration 1.446871364324389e+20 0.21843823559627007 0.05351176320121984 -905 GBM_grid_1_AutoML_20190416_020809_model_11 total_parking_capacity_in_site 1.1429969608108199e+20 0.17256146300745884 0.04227313098782817 -906 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_in_sites 8.928639588741048e+19 0.1347981808286262 0.03302209575519858 -907 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_gas 5.75739692577928e+19 0.08692103922326665 0.021293424456678818 -908 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_district 4.9671176656594665e+19 0.07498997116390911 0.01837061890028345 -909 GBM_grid_1_AutoML_20190416_020809_model_11 floor 4.846136202232018e+19 0.07316348001462256 0.017923175431410206 -910 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_of_area_type 4.774080367412694e+19 0.07207563282858753 0.017656680781976162 -911 GBM_grid_1_AutoML_20190416_020809_model_11 bathroom_count 3.4857293767847707e+19 0.05262503589505291 0.012891783581682852 -912 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_individual 2.804398744740351e+19 0.042338795888432174 0.01037191869647774 -913 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_corridor 2.262390529586312e+19 0.03415594555935568 0.00836733031512001 -914 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_stairway 1.9659239317332558e+19 0.029680106024132735 0.0072708644666309935 -915 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_central 1.6200527305192243e+18 0.002445839130922206 0.0005991678336208885 -916 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_mixed 0.0 0.0 0.0 -917 XGBoost_grid_1_AutoML_20190416_020809_model_5 supply_area 5.802215042828825e+20 1.0 0.24278697890305997 -918 XGBoost_grid_1_AutoML_20190416_020809_model_5 city 4.539904621710357e+20 0.7824433579588532 0.18996705904159553 -919 XGBoost_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 3.962916807513043e+20 0.683000677889552 0.16582367117354632 -920 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 1.4486755309641741e+20 0.24967629091145915 0.060618152374114706 -921 XGBoost_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 1.3447171463626044e+20 0.2317592740766461 0.05626813398583517 -922 XGBoost_grid_1_AutoML_20190416_020809_model_5 bathroom_count 1.031102301279963e+20 0.1777083913072717 0.04314528345121531 -923 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 9.41485330624592e+19 0.16226308809222936 0.03939536494539345 -924 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 9.39887960131759e+19 0.161987784526084 0.03932852482428779 -925 XGBoost_grid_1_AutoML_20190416_020809_model_5 room_count 8.892377695256995e+19 0.15325832685652385 0.03720912616923313 -926 XGBoost_grid_1_AutoML_20190416_020809_model_5 floor 6.1380214630362644e+19 0.10578755557539142 0.025683841023688845 -927 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 4.7878968305273274e+19 0.08251843124023589 0.02003440062463676 -928 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.466908044742309e+19 0.0769862545901867 0.01869126016901326 -929 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.7830228073819144e+19 0.06519963116598883 0.015829621476384222 -930 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 3.334731245919037e+19 0.05747341698478681 0.013953797276972204 -931 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 3.302315883913596e+19 0.0569147447920782 0.013818158943107332 -932 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 2.0635033896751202e+19 0.03556406259408605 0.008634491314737475 -933 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 1.1899703185628987e+19 0.02050889720183032 0.004979293192265804 -934 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_central 9.159868643280945e+18 0.01578684791181942 0.003832841110912718 -935 DeepLearning_grid_1_AutoML_20190416_015849_model_1 city 1.0 1.0 0.11758106587815784 -936 DeepLearning_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.58933025598526 0.58933025598526 0.06929407965299447 -937 DeepLearning_grid_1_AutoML_20190416_015849_model_1 supply_area 0.5573058724403381 0.5573058724403381 0.06552861850169163 -938 DeepLearning_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.5437310934066772 0.5437310934066772 0.0639324815138533 -939 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.5327525734901428 0.5327525734901428 0.06264161544030261 -940 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.4413248300552368 0.4413248300552368 0.05189144391639161 -941 DeepLearning_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.43260762095451355 0.43260762095451355 0.05086646517884579 -942 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.4302734434604645 0.4302734434604645 0.050592010101146695 -943 DeepLearning_grid_1_AutoML_20190416_015849_model_1 floor 0.4301404356956482 0.4301404356956482 0.05057637090638952 -944 DeepLearning_grid_1_AutoML_20190416_015849_model_1 room_count 0.42886799573898315 0.42886799573898315 0.05042675606001889 -945 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.4197019636631012 0.4197019636631012 0.049349004238663306 -946 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.40755409002304077 0.40755409002304077 0.047920644307911826 -947 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.4042295813560486 0.4042295813560486 0.04752974503532571 -948 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.4011259377002716 0.4011259377002716 0.04716481530617347 -949 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.38356807827949524 0.38356807827949524 0.045100343480939734 -950 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.3733125627040863 0.3733125627040863 0.043894489028453096 -951 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.3719974756240845 0.3719974756240845 0.04373985968786389 -952 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.3569468557834625 0.3569468557834625 0.04197019176487661 -953 DeepLearning_grid_1_AutoML_20190416_020809_model_3 city 1.0 1.0 0.1144964082068361 -954 DeepLearning_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 0.5743646025657654 0.5743646025657654 0.06576268399492705 -955 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 0.5626169443130493 0.5626169443130493 0.06441761932014967 -956 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 0.49234214425086975 0.49234214425086975 0.05637140712557656 -957 DeepLearning_grid_1_AutoML_20190416_020809_model_3 supply_area 0.48573926091194153 0.48573926091194153 0.05561540069946052 -958 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 0.4781739413738251 0.4781739413738251 0.05474919878540919 -959 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 0.47582191228866577 0.47582191228866577 0.054479899903160434 -960 DeepLearning_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 0.4524413049221039 0.4524413049221039 0.0518029043379948 -961 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 0.4489237070083618 0.4489237070083618 0.05140015201135548 -962 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 0.44274869561195374 0.44274869561195374 0.05069313538583047 -963 DeepLearning_grid_1_AutoML_20190416_020809_model_3 room_count 0.44213664531707764 0.44213664531707764 0.05062305782542523 -964 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 0.43108484148979187 0.43108484148979187 0.049357665982994445 -965 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_district 0.4309975504875183 0.4309975504875183 0.049347671476765345 -966 DeepLearning_grid_1_AutoML_20190416_020809_model_3 floor 0.4294818341732025 0.4294818341732025 0.049174127402915685 -967 DeepLearning_grid_1_AutoML_20190416_020809_model_3 bathroom_count 0.42389464378356934 0.42389464378356934 0.04853441417133493 -968 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_central 0.4101783037185669 0.4101783037185669 0.04696394250014863 -969 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 0.40423399209976196 0.40423399209976196 0.0462833401705333 -970 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.3487181067466736 0.3487181067466736 0.039926970699182183 -971 DeepLearning_grid_1_AutoML_20190416_015849_model_4 city 1.0 1.0 0.11456030938983702 -972 DeepLearning_grid_1_AutoML_20190416_015849_model_4 supply_area 0.5479498505592346 0.5479498505592346 0.06277330441018088 -973 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 0.517829418182373 0.517829418182373 0.059322698358131955 -974 DeepLearning_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 0.5146306157112122 0.5146306157112122 0.05895624255735879 -975 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 0.5035648345947266 0.5035648345947266 0.057688543249013985 -976 DeepLearning_grid_1_AutoML_20190416_015849_model_4 bathroom_count 0.49091455340385437 0.49091455340385437 0.056239323121919226 -977 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 0.4849349558353424 0.4849349558353424 0.05555429857444378 -978 DeepLearning_grid_1_AutoML_20190416_015849_model_4 floor 0.47748738527297974 0.47748738527297974 0.05470110258661687 -979 DeepLearning_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 0.4491879343986511 0.4491879343986511 0.05145910873889129 -980 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_district 0.43740376830101013 0.43740376830101013 0.05010911102484431 -981 DeepLearning_grid_1_AutoML_20190416_015849_model_4 room_count 0.42859286069869995 0.42859286069869995 0.04909973072391839 -982 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 0.421460896730423 0.421460896730423 0.04828269072515541 -983 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_central 0.41904228925704956 0.41904228925704956 0.04800561430471318 -984 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 0.4162117838859558 0.4162117838859558 0.04768135073367108 -985 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 0.41460445523262024 0.41460445523262024 0.04749721466585381 -986 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 0.41138172149658203 0.41138172149658203 0.047128017291972205 -987 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 0.39901843667030334 0.39901843667030334 0.045711675557199044 -988 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 0.3948109447956085 0.3948109447956085 0.04522966398627878 -989 DeepLearning_grid_1_AutoML_20190416_015849_model_2 city 1.0 1.0 0.10054497828916853 -990 DeepLearning_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 0.6759928464889526 0.6759928464889526 0.06796768607386497 -991 DeepLearning_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 0.6548359394073486 0.6548359394073486 0.06584046531067915 -992 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 0.5983142256736755 0.5983142256736755 0.06015749083046038 -993 DeepLearning_grid_1_AutoML_20190416_015849_model_2 room_count 0.5966219305992126 0.5966219305992126 0.059987339058939645 -994 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 0.5670989751815796 0.5670989751815796 0.05701895414744164 -995 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_district 0.5425782203674316 0.5425782203674316 0.05455351538701911 -996 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 0.541207492351532 0.541207492351532 0.054415695568420124 -997 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 0.5209740400314331 0.5209740400314331 0.052381323544180854 -998 DeepLearning_grid_1_AutoML_20190416_015849_model_2 supply_area 0.5028508305549622 0.5028508305549622 0.050559125840839034 -999 DeepLearning_grid_1_AutoML_20190416_015849_model_2 floor 0.4965813457965851 0.4965813457965851 0.04992876063192374 -1000 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 0.49326959252357483 0.49326959252357483 0.049595780470989836 -1001 DeepLearning_grid_1_AutoML_20190416_015849_model_2 bathroom_count 0.48635435104370117 0.48635435104370117 0.04890048766653158 -1002 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 0.4859231412410736 0.4859231412410736 0.048857131686288316 -1003 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 0.4746173620223999 0.4746173620223999 0.04772039236020464 -1004 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 0.4688268303871155 0.4688268303871155 0.04713818348265222 -1005 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_central 0.4391572177410126 0.4391572177410126 0.04415505292330176 -1006 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 0.40059322118759155 0.40059322118759155 0.04027763672709448 -1007 DeepLearning_grid_1_AutoML_20190416_020809_model_2 city 1.0 1.0 0.07829448261353092 -1008 DeepLearning_grid_1_AutoML_20190416_020809_model_2 supply_area 0.8004454970359802 0.8004454970359802 0.06267046605076267 -1009 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 0.7461232542991638 0.7461232542991638 0.058417334161276986 -1010 DeepLearning_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 0.7327424883842468 0.7327424883842468 0.05736969401699579 -1011 DeepLearning_grid_1_AutoML_20190416_020809_model_2 bathroom_count 0.7218878865242004 0.7218878865242004 0.05651983858038759 -1012 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 0.7135211229324341 0.7135211229324341 0.055864767153820515 -1013 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 0.7049736380577087 0.7049736380577087 0.055195546247906915 -1014 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 0.6997419595718384 0.6997419595718384 0.05478593468765535 -1015 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_district 0.6938195824623108 0.6938195824623108 0.05432224523602267 -1016 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_central 0.6920918822288513 0.6920918822288513 0.054186975840132684 -1017 DeepLearning_grid_1_AutoML_20190416_020809_model_2 room_count 0.6832367777824402 0.6832367777824402 0.053493670019012146 -1018 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 0.6743483543395996 0.6743483543395996 0.05279775550430497 -1019 DeepLearning_grid_1_AutoML_20190416_020809_model_2 floor 0.6739465594291687 0.6739465594291687 0.05276629717967603 -1020 DeepLearning_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 0.6666306853294373 0.6666306853294373 0.05219350460217183 -1021 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 0.6602783203125 0.6602783203125 0.051696149469798426 -1022 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 0.6555473208427429 0.6555473208427429 0.051325738314068906 -1023 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 0.6424811482429504 0.6424811482429504 0.050302729090629064 -1024 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 0.6104755997657776 0.6104755997657776 0.04779687123184653 -1025 GBM_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 8.726815873174392e+19 1.0 0.2509238849098573 -1026 GBM_grid_1_AutoML_20190416_015849_model_2 supply_area 4.946622768917722e+19 0.5668301979560824 0.14223123535536364 -1027 GBM_grid_1_AutoML_20190416_015849_model_2 city 4.7952033051962245e+19 0.5494791427806259 0.13787744118345283 -1028 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_district 4.0288955975851835e+19 0.46166845458143796 0.11584364216390441 -1029 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 2.5822868406179725e+19 0.29590252368630093 0.0742490107979977 -1030 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.074752273236571e+19 0.23774447672423238 0.059655767715505535 -1031 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.8137000653048775e+19 0.20783067864191587 0.05214968128828164 -1032 GBM_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 1.691448885849673e+19 0.19382199767146066 0.04863456863671223 -1033 GBM_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 1.2190242536199029e+19 0.1396871747193723 0.03505084855266691 -1034 GBM_grid_1_AutoML_20190416_015849_model_2 floor 7.946243101704585e+18 0.09105546876645775 0.02284799196516775 -1035 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_central 5.38582246873052e+18 0.06171577981020721 0.01548596323021853 -1036 GBM_grid_1_AutoML_20190416_015849_model_2 bathroom_count 3.8853725514964664e+18 0.04452222446264535 0.011171689526995656 -1037 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 3.5024912666234716e+18 0.040134813401871805 0.010070783298929879 -1038 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 2.571031469937918e+18 0.029461277828045907 0.007392538287021922 -1039 GBM_grid_1_AutoML_20190416_015849_model_2 room_count 2.2370435430067732e+18 0.025634132489070673 0.006432216110451603 -1040 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 1.424085948466987e+18 0.01631850573179303 0.004094702854145281 -1041 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 1.0965776497167565e+18 0.01256561001920022 0.0031530116822799455 -1042 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 9.512062696061665e+17 0.01089980908764337 0.002735022441047242 -1043 DeepLearning_grid_1_AutoML_20190416_020809_model_4 city 1.0 1.0 0.10099911289943586 -1044 DeepLearning_grid_1_AutoML_20190416_020809_model_4 supply_area 0.6357630491256714 0.6357630491256714 0.06421150397593328 -1045 DeepLearning_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 0.5851655602455139 0.5851655602455139 0.0591012024840983 -1046 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 0.5831006765365601 0.5831006765365601 0.058892651061253465 -1047 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 0.5815253853797913 0.5815253853797913 0.05873354805186149 -1048 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_district 0.5506886839866638 0.5506886839866638 0.05561906856641082 -1049 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 0.5315724015235901 0.5315724015235901 0.05368834099570533 -1050 DeepLearning_grid_1_AutoML_20190416_020809_model_4 room_count 0.5235360264778137 0.5235360264778137 0.052876674245154756 -1051 DeepLearning_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 0.5208905339241028 0.5208905339241028 0.05260948184404789 -1052 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.509010910987854 0.509010910987854 0.05140965046590697 -1053 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 0.5082725882530212 0.5082725882530212 0.05133508052465537 -1054 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 0.5052271485328674 0.5052271485328674 0.05102749381453113 -1055 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 0.49917349219322205 0.49917349219322205 0.0504160798944289 -1056 DeepLearning_grid_1_AutoML_20190416_020809_model_4 bathroom_count 0.4991607964038849 0.4991607964038849 0.05041479763096829 -1057 DeepLearning_grid_1_AutoML_20190416_020809_model_4 floor 0.49660634994506836 0.49660634994506836 0.050156800804678714 -1058 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_central 0.4784940779209137 0.4784940779209137 0.04832747739764583 -1059 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 0.47503191232681274 0.47503191232681274 0.04797780174393068 -1060 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 0.41785746812820435 0.41785746812820435 0.042203233599352935 -1061 GBM_grid_1_AutoML_20190416_020809_model_3 supply_area 4.166770063214899e+21 1.0 0.1931465378744332 -1062 GBM_grid_1_AutoML_20190416_020809_model_3 city 4.0054573170119756e+21 0.9612859016082923 0.1856690438031447 -1063 GBM_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 3.541830312722646e+21 0.8500181817064134 0.1641780689269146 -1064 GBM_grid_1_AutoML_20190416_020809_model_3 room_count 1.5117816929771219e+21 0.36281860290862716 0.07007715702824009 -1065 GBM_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 1.3418605975614563e+21 0.32203855197282827 0.062200631375647505 -1066 GBM_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 1.1507237479886902e+21 0.2761668463896089 0.05334067025585338 -1067 GBM_grid_1_AutoML_20190416_020809_model_3 bathroom_count 9.322823479313627e+20 0.22374221130216482 0.04321503348938301 -1068 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 8.080280342122107e+20 0.19392191600531258 0.03745534669440276 -1069 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 7.546584083030333e+20 0.18111352362956443 0.03498145005128972 -1070 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 7.501489680698961e+20 0.180031284829553 0.03477241937391413 -1071 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_district 6.813875163779941e+20 0.16352894593186768 0.03158504974899562 -1072 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 6.653582905105082e+20 0.15968202718561977 0.030842030711673584 -1073 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 4.054497154091901e+20 0.09730551704510489 0.018794223733343655 -1074 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 3.031111489298461e+20 0.07274487056671869 0.014050419898085472 -1075 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 2.6222066333657753e+20 0.06293139754735097 0.012154981559870435 -1076 GBM_grid_1_AutoML_20190416_020809_model_3 floor 2.5410542309866052e+20 0.06098378822051049 0.011778807561259243 -1077 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_central 3.7928273724691186e+19 0.009102559812342363 0.0017581279135488776 -1078 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.0 0.0 0.0 -1079 DeepLearning_grid_1_AutoML_20190416_015849_model_5 city 1.0 1.0 0.12292167047630163 -1080 DeepLearning_grid_1_AutoML_20190416_015849_model_5 supply_area 0.5566843152046204 0.5566843152046204 0.06842856595290799 -1081 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 0.5210067629814148 0.5210067629814148 0.06404302163512605 -1082 DeepLearning_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 0.5073556303977966 0.5073556303977966 0.06236500161405425 -1083 DeepLearning_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 0.470718115568161 0.470718115568161 0.05786145708909516 -1084 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 0.45125481486320496 0.45125481486320496 0.055468995653459384 -1085 DeepLearning_grid_1_AutoML_20190416_015849_model_5 floor 0.43693533539772034 0.43693533539772034 0.053708821317210914 -1086 DeepLearning_grid_1_AutoML_20190416_015849_model_5 bathroom_count 0.43297556042671204 0.43297556042671204 0.053222079163064324 -1087 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_central 0.39531174302101135 0.39531174302101135 0.04859237981104119 -1088 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_district 0.39332646131515503 0.39332646131515503 0.04834834566739129 -1089 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 0.39085933566093445 0.39085933566093445 0.04804508246069956 -1090 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 0.387646347284317 0.387646347284317 0.047650136562224804 -1091 DeepLearning_grid_1_AutoML_20190416_015849_model_5 room_count 0.38671767711639404 0.38671767711639404 0.0475359828738622 -1092 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.3857880234718323 0.3857880234718323 0.04742170829490829 -1093 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 0.36729907989501953 0.36729907989501953 0.04514901646510438 -1094 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 0.36065393686294556 0.36065393686294556 0.04433218438304789 -1095 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 0.3498469293117523 0.3498469293117523 0.04300376896200521 -1096 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 0.34088197350502014 0.34088197350502014 0.04190178161849547 -1097 GBM_grid_1_AutoML_20190416_020809_model_10 supply_area 4.46438087444047e+21 1.0 0.28898098981018877 -1098 GBM_grid_1_AutoML_20190416_020809_model_10 city 4.3319671640964297e+21 0.9703399611126065 0.2804098024147011 -1099 GBM_grid_1_AutoML_20190416_020809_model_10 exclusive_use_area 2.812839959389578e+21 0.6300627205652827 0.18207614863145574 -1100 GBM_grid_1_AutoML_20190416_020809_model_10 room_count 6.804704005351266e+20 0.1524221207090471 0.044047095311468505 -1101 GBM_grid_1_AutoML_20190416_020809_model_10 apartment_building_count_in_sites 5.918318193066157e+20 0.1325675017324303 0.03830948786730162 -1102 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_gas 4.38730085202435e+20 0.09827344430092379 0.02839915720613741 -1103 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_cogeneration 4.2738062711336835e+20 0.09573121987871001 0.02766450267628644 -1104 GBM_grid_1_AutoML_20190416_020809_model_10 total_parking_capacity_in_site 3.983471517687339e+20 0.08922786002631541 0.025785155309049602 -1105 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_individual 3.853681998551172e+20 0.08632063676767188 0.02494502305416759 -1106 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_district 3.024497531033202e+20 0.06774730060217518 0.019577681984984982 -1107 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_in_sites 1.91960234248389e+20 0.04299817592791022 0.012425655439680126 -1108 GBM_grid_1_AutoML_20190416_020809_model_10 bathroom_count 1.6582538821392086e+20 0.03714409520104041 0.01073393739680054 -1109 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_stairway 7.571551968995731e+19 0.0169599148951302 0.0049010929934912885 -1110 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_corridor 7.3433333772926845e+19 0.016448716146363833 0.004753366273083054 -1111 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_of_area_type 6.5887719723035e+19 0.01475853462688549 0.004264935944625314 -1112 GBM_grid_1_AutoML_20190416_020809_model_10 floor 4.1677247735593435e+19 0.009335504498329105 0.0026977833303046144 -1113 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_central 4.3541168984057446e+17 9.753013958405721e-05 2.8184356273326724e-05 -1114 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_mixed 0.0 0.0 0.0 -1115 GBM_grid_1_AutoML_20190416_020809_model_13 exclusive_use_area 4.8956573263377465e+20 1.0 0.219737746189344 -1116 GBM_grid_1_AutoML_20190416_020809_model_13 city 4.525570860365088e+20 0.924405153117711 0.20312670491190124 -1117 GBM_grid_1_AutoML_20190416_020809_model_13 supply_area 3.751294772085229e+20 0.7662494578417376 0.16837392888495017 -1118 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_cogeneration 1.904124033514571e+20 0.3889414447516026 0.0854651164693444 -1119 GBM_grid_1_AutoML_20190416_020809_model_13 apartment_building_count_in_sites 1.4466692301067387e+20 0.2955005086495579 0.0649326157684586 -1120 GBM_grid_1_AutoML_20190416_020809_model_13 room_count 1.3022546230244069e+20 0.2660019965079079 0.058450679194513425 -1121 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_in_sites 1.0731561581363488e+20 0.21920573410294952 0.04816777396356275 -1122 GBM_grid_1_AutoML_20190416_020809_model_13 total_parking_capacity_in_site 7.956420621135931e+19 0.16251996597743543 0.03571177103465053 -1123 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_gas 6.449809975324705e+19 0.13174553579610035 0.02894946710634263 -1124 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_corridor 5.364028169147069e+19 0.10956706753737792 0.02407602047723906 -1125 GBM_grid_1_AutoML_20190416_020809_model_13 bathroom_count 4.259775447232099e+19 0.0870113074359858 0.019119668588971628 -1126 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_individual 3.9607658988863226e+19 0.0809036587911928 0.017777587641248413 -1127 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_of_area_type 2.3513841211291992e+19 0.0480299981062641 0.010554003533348932 -1128 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_district 2.261638463632913e+19 0.04619682941176682 0.01015118717603524 -1129 GBM_grid_1_AutoML_20190416_020809_model_13 floor 6.950336805346476e+18 0.01419694300897027 0.003119604259569691 -1130 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_stairway 4.573295195554054e+18 0.009341534528878394 0.0020526877433256737 -1131 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_central 5.200871762396447e+17 0.0010623439133324757 0.000233437057193646 -1132 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_mixed 0.0 0.0 0.0 -1133 GBM_grid_1_AutoML_20190416_015849_model_10 supply_area 2.780485818191572e+21 1.0 0.19815624551150918 -1134 GBM_grid_1_AutoML_20190416_015849_model_10 city 2.7194651394654454e+21 0.9780539507423871 0.19380749878680995 -1135 GBM_grid_1_AutoML_20190416_015849_model_10 exclusive_use_area 2.1080283065559558e+21 0.7581510730117723 0.15023237015853488 -1136 GBM_grid_1_AutoML_20190416_015849_model_10 room_count 9.633253786878508e+20 0.3464593749715284 0.0686530889666222 -1137 GBM_grid_1_AutoML_20190416_015849_model_10 total_parking_capacity_in_site 7.816191371035426e+20 0.2811088378835565 0.05570347189510906 -1138 GBM_grid_1_AutoML_20190416_015849_model_10 bathroom_count 7.333752408890105e+20 0.2637579505318239 0.05226528520119659 -1139 GBM_grid_1_AutoML_20190416_015849_model_10 apartment_building_count_in_sites 7.076966306074182e+20 0.25452265427043397 0.05043525356785309 -1140 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_cogeneration 6.104074085509146e+20 0.21953264589852273 0.04350176487845887 -1141 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_gas 5.972630900884803e+20 0.21480529991587596 0.04256501174730368 -1142 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_in_sites 4.695897350115961e+20 0.16888765694802835 0.033466144014057043 -1143 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_individual 4.458504521351682e+20 0.16034983858509638 0.031774321982399226 -1144 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_district 4.290968855994895e+20 0.15432442877143468 0.03058034939605582 -1145 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_corridor 2.1844847211611737e+20 0.07856485751047501 0.015568117193422422 -1146 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_of_area_type 1.9657019623258404e+20 0.07069634915830403 0.01400892312058027 -1147 GBM_grid_1_AutoML_20190416_015849_model_10 floor 1.4193584168039455e+20 0.05104713742892227 0.010115309097025271 -1148 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_stairway 1.1938677574298763e+20 0.04293737984991299 0.008508309983160286 -1149 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_central 9.240414467085304e+18 0.0033233093319984166 0.0006585344999021678 -1150 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_mixed 0.0 0.0 0.0 -1151 GBM_grid_1_AutoML_20190416_015849_model_12 supply_area 3.3029771214104476e+21 1.0 0.3337044246384953 -1152 GBM_grid_1_AutoML_20190416_015849_model_12 city 1.9971874013769735e+21 0.6046628020614713 0.20177865246222362 -1153 GBM_grid_1_AutoML_20190416_015849_model_12 exclusive_use_area 1.6638645932187263e+21 0.5037469325576853 0.16810258029256928 -1154 GBM_grid_1_AutoML_20190416_015849_model_12 apartment_building_count_in_sites 5.121714805946167e+20 0.155063587111953 0.05174540511957547 -1155 GBM_grid_1_AutoML_20190416_015849_model_12 total_parking_capacity_in_site 4.6628289661645514e+20 0.1411704893727334 0.04710921693206281 -1156 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_district 4.481366974491284e+20 0.1356765974987328 0.04527588090522334 -1157 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_cogeneration 3.0826822790002246e+20 0.09333041573366539 0.03114477268367438 -1158 GBM_grid_1_AutoML_20190416_015849_model_12 floor 2.8676723403839767e+20 0.0868208357180329 0.02897249702991949 -1159 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_in_sites 2.7898446852453407e+20 0.08446454767007325 0.028186193282592552 -1160 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_of_area_type 2.6672545923259905e+20 0.08075304473156662 0.026947648329954114 -1161 GBM_grid_1_AutoML_20190416_015849_model_12 bathroom_count 1.4026016836747788e+20 0.042464771390115945 0.014170682104143876 -1162 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_individual 1.1090518702678868e+20 0.03357734036602397 0.011204907047734951 -1163 GBM_grid_1_AutoML_20190416_015849_model_12 room_count 4.126709031601439e+19 0.012493907405084412 0.0041692721821003295 -1164 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_stairway 3.555022138883493e+19 0.010763084357561086 0.003591688872875511 -1165 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_corridor 2.5001632176277553e+19 0.007569423358767099 0.002525950066782561 -1166 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_central 1.2702462122626384e+19 0.003845761461769417 0.001283347615896662 -1167 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_mixed 8.599349160312832e+17 0.00026035146003798874 8.688043417576923e-05 -1168 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_gas 0.0 0.0 0.0 -1169 GBM_grid_1_AutoML_20190416_020809_model_6 supply_area 2.863895072860259e+22 1.0 0.3147257805033109 -1170 GBM_grid_1_AutoML_20190416_020809_model_6 city 2.2950782802043716e+22 0.8013835080599538 0.2522160500566503 -1171 GBM_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 1.7706559460552701e+22 0.6182684424561903 0.19458501811259088 -1172 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_district 7.191432890428175e+21 0.2511067168129827 0.07902975743858984 -1173 GBM_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 4.3974936942497403e+21 0.1535493997640713 0.04832595468656225 -1174 GBM_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 3.467063522033878e+21 0.12106112248627936 0.038101056263101195 -1175 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 2.041514221446856e+21 0.07128453276075976 0.022435080210943953 -1176 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 1.1754871423835077e+21 0.041045049224150275 0.012917935152867512 -1177 GBM_grid_1_AutoML_20190416_020809_model_6 floor 1.02696131179134e+21 0.0358589014494055 0.011285720746655452 -1178 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 9.333736264160699e+20 0.03259105528205966 0.01025724531107278 -1179 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 5.617773638527075e+20 0.019615850076924898 0.00617361372569612 -1180 GBM_grid_1_AutoML_20190416_020809_model_6 bathroom_count 4.7476359692725885e+20 0.016577548578031457 0.005217381915052503 -1181 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 3.325317227362019e+20 0.011611169902397727 0.0036543345100886774 -1182 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_central 5.331170363662611e+19 0.0018615103654402426 0.0005858653026781839 -1183 GBM_grid_1_AutoML_20190416_020809_model_6 room_count 2.7328288940605047e+19 0.0009542349927405495 0.00030032235287384066 -1184 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 1.7187760378952548e+19 0.0006001532857063303 0.00018888371126555138 -1185 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 0.0 0.0 0.0 -1186 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 0.0 0.0 0.0 -1187 GBM_grid_1_AutoML_20190416_020809_model_8 supply_area 1.4834911215753942e+22 1.0 0.4045771451299066 -1188 GBM_grid_1_AutoML_20190416_020809_model_8 city 1.0623079542042458e+22 0.716086492702516 0.2897122288836716 -1189 GBM_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 6.187742100123923e+21 0.4171067834604124 0.1687518716667318 -1190 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_district 2.6053951533536384e+21 0.17562593502998775 0.0710542394052029 -1191 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 9.852116062394762e+20 0.06641169548714455 0.026868654163425643 -1192 GBM_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 6.556736513555688e+20 0.044198016544869906 0.017881507354127843 -1193 GBM_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.7182045537822468e+20 0.018323025424618975 0.00741307731643504 -1194 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 1.2765249074423556e+20 0.008604870557545025 0.0034813339643839534 -1195 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.2456443757083597e+20 0.008396709340501796 0.003397116693465837 -1196 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 9.837129982790966e+19 0.006631067648281184 0.0026827784183048853 -1197 GBM_grid_1_AutoML_20190416_020809_model_8 bathroom_count 6.110387657197696e+19 0.004118924318676586 0.001666422641856319 -1198 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 5.86184261393428e+19 0.003951383684527409 0.0015986395303989908 -1199 GBM_grid_1_AutoML_20190416_020809_model_8 floor 3.323936900464509e+19 0.002240617993678757 0.0009065028312092506 -1200 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_central 3.110154181751603e+17 2.0965101418664194e-05 8.482000879322114e-06 -1201 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 0.0 0.0 0.0 -1202 GBM_grid_1_AutoML_20190416_020809_model_8 room_count 0.0 0.0 0.0 -1203 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 0.0 0.0 0.0 -1204 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 0.0 0.0 0.0 -1205 XGBoost_grid_1_AutoML_20190416_020809_model_3 supply_area 5.3662736357737785e+20 1.0 0.291060801385347 -1206 XGBoost_grid_1_AutoML_20190416_020809_model_3 city 5.128557110786282e+20 0.9557017511364346 0.27816731757115015 -1207 XGBoost_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 4.08678092654573e+20 0.7615677477386866 0.22166251896605593 -1208 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 8.646950866969952e+19 0.16113510890174954 0.04690011392825839 -1209 XGBoost_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 8.639504974226653e+19 0.16099635539701468 0.046859728221975226 -1210 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 5.575758924284638e+19 0.10390373847346034 0.030242305387018876 -1211 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 3.4796094950645694e+19 0.06484219276236804 0.01887302058899799 -1212 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 3.39466694416306e+19 0.06325929638646861 0.018412301501318742 -1213 XGBoost_grid_1_AutoML_20190416_020809_model_3 floor 2.367616870997033e+19 0.04412031572921531 0.012841694453519941 -1214 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 1.872829601623415e+19 0.03490000191451971 0.010158022525590253 -1215 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_district 1.6272789683270844e+19 0.030324189163202116 0.008826182799202465 -1216 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 9.603395141251367e+18 0.017895835719653207 0.005208776286022781 -1217 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 6.304931726179172e+18 0.011749180444597372 0.003419725875825559 -1218 XGBoost_grid_1_AutoML_20190416_020809_model_3 bathroom_count 5.766836782859551e+18 0.010746445623673481 0.003127869075270459 -1219 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 4.674793038059405e+18 0.008711432467579215 0.0025355565152279376 -1220 XGBoost_grid_1_AutoML_20190416_020809_model_3 room_count 2.311766902986244e+18 0.0043079556874905875 0.001253877034733574 -1221 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 7.435439823692759e+17 0.0013855871556987089 0.0004032901079269098 -1222 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_central 8.64651992713134e+16 0.00016112707837874865 4.6897776557798204e-05 -1223 GBM_grid_1_AutoML_20190416_020809_model_12 supply_area 1.295473802874517e+21 1.0 0.35971452031320317 -1224 GBM_grid_1_AutoML_20190416_020809_model_12 exclusive_use_area 5.5630264037131315e+20 0.42942021609154696 0.15446868704416286 -1225 GBM_grid_1_AutoML_20190416_020809_model_12 city 5.0762858002362296e+20 0.39184781575455235 0.1409533490799252 -1226 GBM_grid_1_AutoML_20190416_020809_model_12 apartment_building_count_in_sites 2.087310763107633e+20 0.16112334795779854 0.057958407821896825 -1227 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_gas 1.971062301413574e+20 0.15214991588714483 0.05473053400903851 -1228 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_cogeneration 1.880856432330366e+20 0.14518675932751 0.05222578548732373 -1229 GBM_grid_1_AutoML_20190416_020809_model_12 room_count 1.657565675821151e+20 0.12795053610062906 0.04602566571725497 -1230 GBM_grid_1_AutoML_20190416_020809_model_12 bathroom_count 1.471723229822824e+20 0.11360501667862588 0.040865374079725354 -1231 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_individual 1.3394676380469507e+20 0.10339596486434663 0.03719302990349926 -1232 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_district 6.366503497725326e+19 0.049144208733505376 0.017677885470744815 -1233 GBM_grid_1_AutoML_20190416_020809_model_12 total_parking_capacity_in_site 6.343840364053607e+19 0.04896926784607537 0.01761495669333977 -1234 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_in_sites 2.8739571488483443e+19 0.022184602594597765 0.007980123680654778 -1235 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_corridor 2.3950466074774864e+19 0.018487804247088097 0.006650331636385696 -1236 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_of_area_type 1.202526081645124e+19 0.009282519484198353 0.0033390570435563724 -1237 GBM_grid_1_AutoML_20190416_020809_model_12 floor 5.712883197528769e+18 0.004409879369889608 0.0015862976421789309 -1238 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_stairway 3.6589963014769213e+18 0.002824446386610059 0.0010159943771097973 -1239 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_central 0.0 0.0 0.0 -1240 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_mixed 0.0 0.0 0.0 -1241 GBM_grid_1_AutoML_20190416_015849_model_14 supply_area 9.754002505684589e+19 1.0 0.39374702786906185 -1242 GBM_grid_1_AutoML_20190416_015849_model_14 city 5.797444657700091e+19 0.5943657133901048 0.23402973311462844 -1243 GBM_grid_1_AutoML_20190416_015849_model_14 exclusive_use_area 5.290487553825597e+19 0.5423914491248413 0.2135650210344997 -1244 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_individual 1.7658876922198753e+19 0.18104236606364657 0.07128489355594354 -1245 GBM_grid_1_AutoML_20190416_015849_model_14 apartment_building_count_in_sites 1.5402566911816368e+19 0.15791022098712626 0.06217668018382772 -1246 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_of_area_type 6.241777427547161e+18 0.06399196046863306 0.025196644242038765 -1247 GBM_grid_1_AutoML_20190416_015849_model_14 floor 0.0 0.0 0.0 -1248 GBM_grid_1_AutoML_20190416_015849_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -1249 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_in_sites 0.0 0.0 0.0 -1250 GBM_grid_1_AutoML_20190416_015849_model_14 room_count 0.0 0.0 0.0 -1251 GBM_grid_1_AutoML_20190416_015849_model_14 bathroom_count 0.0 0.0 0.0 -1252 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_cogeneration 0.0 0.0 0.0 -1253 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_gas 0.0 0.0 0.0 -1254 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_central 0.0 0.0 0.0 -1255 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_district 0.0 0.0 0.0 -1256 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_corridor 0.0 0.0 0.0 -1257 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_mixed 0.0 0.0 0.0 -1258 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_stairway 0.0 0.0 0.0 -1259 GBM_grid_1_AutoML_20190416_020809_model_14 supply_area 9.722319858227898e+19 1.0 0.31571231746720185 -1260 GBM_grid_1_AutoML_20190416_020809_model_14 city 8.526192824305268e+19 0.8769710263224512 0.2768705550718515 -1261 GBM_grid_1_AutoML_20190416_020809_model_14 exclusive_use_area 6.72710988648237e+19 0.6919243539173715 0.21844904128724973 -1262 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_district 2.6720617451235574e+19 0.27483787656525405 0.08676970293818112 -1263 GBM_grid_1_AutoML_20190416_020809_model_14 apartment_building_count_in_sites 1.6793802064185524e+19 0.17273451510621823 0.05453441407075754 -1264 GBM_grid_1_AutoML_20190416_020809_model_14 floor 9.535666324491993e+18 0.09808015436173968 0.03096511283108572 -1265 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_in_sites 4.624045078879404e+18 0.04756112889009841 0.015015634223249256 -1266 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_cogeneration 5.18346065217323e+17 0.005331505985977741 0.0016832221104232914 -1267 GBM_grid_1_AutoML_20190416_020809_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -1268 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_of_area_type 0.0 0.0 0.0 -1269 GBM_grid_1_AutoML_20190416_020809_model_14 room_count 0.0 0.0 0.0 -1270 GBM_grid_1_AutoML_20190416_020809_model_14 bathroom_count 0.0 0.0 0.0 -1271 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_gas 0.0 0.0 0.0 -1272 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_central 0.0 0.0 0.0 -1273 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_individual 0.0 0.0 0.0 -1274 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_corridor 0.0 0.0 0.0 -1275 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_mixed 0.0 0.0 0.0 -1276 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_stairway 0.0 0.0 0.0 -1277 GLM_grid_1_AutoML_20190416_020809_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -1278 GLM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -1279 GLM_grid_1_AutoML_20190416_020809_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -1280 GLM_grid_1_AutoML_20190416_020809_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -1281 GLM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -1282 GLM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -1283 GLM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -1284 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -1285 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -1286 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -1287 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -1288 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -1289 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -1290 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -1291 GLM_grid_1_AutoML_20190416_020809_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -1292 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -1293 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -1294 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -1295 GLM_grid_1_AutoML_20190416_015849_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -1296 GLM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -1297 GLM_grid_1_AutoML_20190416_015849_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -1298 GLM_grid_1_AutoML_20190416_015849_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -1299 GLM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -1300 GLM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -1301 GLM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -1302 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -1303 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -1304 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -1305 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -1306 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -1307 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -1308 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -1309 GLM_grid_1_AutoML_20190416_015849_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -1310 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -1311 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -1312 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -1313 XGBoost_grid_1_AutoML_20190416_015849_model_2 supply_area 4.933924201265281e+20 1.0 0.2917664813628233 -1314 XGBoost_grid_1_AutoML_20190416_015849_model_2 city 4.318859155905991e+20 0.8753395836114467 0.2553947503079107 -1315 XGBoost_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 4.080034675041417e+20 0.8269350133095097 0.24127191914903512 -1316 XGBoost_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 8.116474329768028e+19 0.16450342564416773 0.04799658567232965 -1317 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 6.831497080618772e+19 0.13845970878245084 0.04039790204197689 -1318 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 6.3661424181067645e+19 0.1290279736456875 0.037646037867977336 -1319 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 3.721253123742761e+19 0.07542177325684216 0.022005545401293524 -1320 XGBoost_grid_1_AutoML_20190416_015849_model_2 bathroom_count 2.4492344987361477e+19 0.04964069975189431 0.014483492298998578 -1321 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.866385803777671e+19 0.037827614037910136 0.011036829846191983 -1322 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 1.7386246417021927e+19 0.035238170891566 0.010281317130694075 -1323 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 1.1003572621689225e+19 0.022301867991541928 0.006506937551710364 -1324 XGBoost_grid_1_AutoML_20190416_015849_model_2 floor 1.058001105585596e+19 0.021443400069143272 0.006256465386629255 -1325 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_district 1.0114161173306802e+19 0.02049922285128149 0.005980986121990783 -1326 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 5.191425514404839e+18 0.010521899613037271 0.003069937627348737 -1327 XGBoost_grid_1_AutoML_20190416_015849_model_2 room_count 3.9228153204687503e+18 0.007950700417048895 0.0023197478850522876 -1328 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_central 3.12812047662737e+18 0.006340025401738394 0.0018498069032161315 -1329 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.1244616612207657e+18 0.004305825494189712 0.0012562955538020718 -1330 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 8.099496743235748e+17 0.0016415932658954654 0.00047896189101922555 -1331 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 1.3056054067002868e+20 1.0 0.19320784828412976 -1332 GBM_grid_1_AutoML_20190416_015849_model_4 supply_area 1.0296593022196698e+20 0.7886450967003671 0.15237242219330738 -1333 GBM_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.673413912827265e+19 0.6643212312323339 0.12835207565586304 -1334 GBM_grid_1_AutoML_20190416_015849_model_4 floor 8.23772231481405e+19 0.6309503830589674 0.12190456588487054 -1335 GBM_grid_1_AutoML_20190416_015849_model_4 city 5.286245637965637e+19 0.40488846100337433 0.07822762834553473 -1336 GBM_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 4.382566706798867e+19 0.3356731432259551 0.0648546857294573 -1337 GBM_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 3.908273014753041e+19 0.2993456518099591 0.057835929279412515 -1338 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 2.9949073861455643e+19 0.2293884025583751 0.044319639679637424 -1339 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 1.8354990927883272e+19 0.14058605175565747 0.027162328558471883 -1340 GBM_grid_1_AutoML_20190416_015849_model_4 room_count 1.7989867305554674e+19 0.13778946696476424 0.02662200642847928 -1341 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 1.7588279479602512e+19 0.13471359255515136 0.026027723352205757 -1342 GBM_grid_1_AutoML_20190416_015849_model_4 bathroom_count 9.255008284920775e+18 0.07088671843287904 0.013695870340339518 -1343 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 8.828955775494783e+18 0.06762346211332401 0.013065383608438704 -1344 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_central 8.757136775480082e+18 0.06707338013873866 0.012959103453749182 -1345 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.315631729637327e+18 0.06369176848504161 0.012305749542405839 -1346 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 6.827814926128513e+18 0.05229616001196522 0.010104028549434351 -1347 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 5.869667508335673e+18 0.04495743873465061 0.008686130002287434 -1348 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_district 5.606631891378635e+18 0.04294277476644738 0.008296881111975322 diff --git a/DS/result/300/leaderboard.csv b/DS/result/300/leaderboard.csv deleted file mode 100644 index f10d5a0..0000000 --- a/DS/result/300/leaderboard.csv +++ /dev/null @@ -1,78 +0,0 @@ - model_id mean_residual_deviance rmse mse mae rmsle system_date runtime -0 GBM_1_AutoML_20190416_015849 25146739460939084 158577235.00218776 25146739460939084 96028946.2887346 0.3325625379269681 2019-04-16 300 -1 XGBoost_1_AutoML_20190416_015849 25430683883193010 159470009.35346118 25430683883193010 94624321.24165732 0.3254745865205184 2019-04-16 300 -2 XGBoost_grid_1_AutoML_20190416_020809_model_4 25650591781436650 160158021.2834707 25650591781436650 94959937.13863382 0.3256110044640297 2019-04-16 300 -3 GBM_1_AutoML_20190416_020809 25964562050560844 161135229.07967967 25964562050560844 97608203.53054428 0.334991125349722 2019-04-16 300 -4 XGBoost_1_AutoML_20190416_020809 26088676862485030 161519896.18150768 26088676862485030 95505214.75117579 0.3253468369950239 2019-04-16 300 -5 XGBoost_grid_1_AutoML_20190416_020809_model_7 26209289749989464 161892834.15268713 26209289749989464 94906747.54580069 0.3272081282103748 2019-04-16 300 -6 XGBoost_2_AutoML_20190416_015849 26397458426429430 162472946.7524653 26397458426429430 94996162.43673012 0.3265386957777082 2019-04-16 300 -7 XGBoost_grid_1_AutoML_20190416_015849_model_3 26628202489753070 163181501.67758927 26628202489753070 95208478.14199328 0.32646039058643644 2019-04-16 300 -8 GBM_2_AutoML_20190416_020809 26790696006005864 163678636.37630248 26790696006005864 99095111.83379896 0.3348152369491441 2019-04-16 300 -9 GBM_grid_1_AutoML_20190416_015849_model_7 26802014565231010 163713208.27969566 26802014565231010 97371084.02584428 0.3566645052432887 2019-04-16 300 -10 GBM_4_AutoML_20190416_015849 26926564934872772 164093159.3177265 26926564934872772 97925160.3329406 0.33285590174880264 2019-04-16 300 -11 XGBoost_2_AutoML_20190416_020809 26952706603932320 164172794.9568147 26952706603932320 95513126.26830909 0.32517140178330245 2019-04-16 300 -12 GBM_4_AutoML_20190416_020809 26988357514766430 164281336.47729567 26988357514766430 97566053.13398948 0.33274044796307234 2019-04-16 300 -13 XRT_1_AutoML_20190416_020809 27150302443024316 164773488.28930068 27150302443024316 97653895.54037158 0.3372920493951284 2019-04-16 300 -14 GBM_3_AutoML_20190416_020809 27200167268118450 164924732.1298975 27200167268118450 99454011.3965044 0.3355094937763093 2019-04-16 300 -15 DRF_1_AutoML_20190416_020809 27225306112403404 165000927.6107362 27225306112403404 98470437.44886236 0.3374464430076179 2019-04-16 300 -16 XGBoost_grid_1_AutoML_20190416_015849_model_4 27252377961065530 165082942.67145085 27252377961065530 96535857.85979845 0.3277680598860774 2019-04-16 300 -17 XRT_1_AutoML_20190416_015849 27417804068506330 165583223.99478254 27417804068506330 98496229.87690364 0.3367189463546034 2019-04-16 300 -18 XGBoost_grid_1_AutoML_20190416_020809_model_2 27482846588458908 165779511.96833372 27482846588458908 96750344.31086226 0.3266704325440277 2019-04-16 300 -19 GBM_3_AutoML_20190416_015849 27591064593120148 166105582.66692948 27591064593120148 100130390.09782983 0.33506538389333784 2019-04-16 300 -20 XGBoost_grid_1_AutoML_20190416_015849_model_1 27627708837558150 166215850.13938397 27627708837558150 98098056.7525196 0.3345603557609977 2019-04-16 300 -21 GBM_2_AutoML_20190416_015849 27654699672556740 166297022.4404416 27654699672556740 100149145.66231434 0.334040042814968 2019-04-16 300 -22 DRF_1_AutoML_20190416_015849 27815046156391240 166778434.32647768 27815046156391240 98831417.71212693 0.33805682218344474 2019-04-16 300 -23 GBM_grid_1_AutoML_20190416_015849_model_8 28130022164919252 167720070.84698972 28130022164919252 101269518.36952232 0.3655934411225064 2019-04-16 300 -24 XGBoost_grid_1_AutoML_20190416_020809_model_1 28391573749881816 168497993.31114247 28391573749881816 103181590.63157897 0.3434223244899615 2019-04-16 300 -25 GBM_grid_1_AutoML_20190416_020809_model_9 28431104171210812 168615254.85913432 28431104171210812 101660845.05689228 0.3656319179543465 2019-04-16 300 -26 XGBoost_3_AutoML_20190416_015849 28664642725816670 169306357.60601747 28664642725816670 103296865.01052631 0.3474103924403393 2019-04-16 300 -27 XGBoost_3_AutoML_20190416_020809 29085379692815670 170544362.82919368 29085379692815670 104097740.65845464 0.3480326028133832 2019-04-16 300 -28 GBM_grid_1_AutoML_20190416_015849_model_11 29290313638464400 171144131.18323514 29290313638464400 105498600.38741018 0.3511664443999445 2019-04-16 300 -29 GBM_grid_1_AutoML_20190416_015849_model_6 29408322597900150 171488549.46584672 29408322597900150 102961153.8471249 0.3504176717388723 2019-04-16 300 -30 GBM_grid_1_AutoML_20190416_020809_model_1 29441191664619380 171584357.28416324 29441191664619380 103396260.90152606 0.3426773232635252 2019-04-16 300 -31 GBM_grid_1_AutoML_20190416_020809_model_4 29931520400766628 173007284.24192616 29931520400766628 107391733.57712854 2019-04-16 300 -32 GBM_grid_1_AutoML_20190416_015849_model_9 30057834252932668 173371953.47844663 30057834252932668 102872059.59500144 0.3418653558395161 2019-04-16 300 -33 XGBoost_grid_1_AutoML_20190416_020809_model_6 30568125576670464 174837426.13259462 30568125576670464 100303077.5131019 0.33426659012493537 2019-04-16 300 -34 XGBoost_grid_1_AutoML_20190416_020809_model_8 30837961061819440 175607406.05629206 30837961061819440 102545160.8488242 0.3474454962700268 2019-04-16 300 -35 GBM_grid_1_AutoML_20190416_020809_model_2 31046607464839012 176200475.21172866 31046607464839012 104285464.23909764 0.3461128962964271 2019-04-16 300 -36 XGBoost_grid_1_AutoML_20190416_015849_model_6 31255604065618384 176792545.27727798 31255604065618384 98474533.51041432 0.3276404595806521 2019-04-16 300 -37 GBM_grid_1_AutoML_20190416_020809_model_7 32012409254671496 178920119.75926992 32012409254671496 112712050.01559491 2019-04-16 300 -38 GBM_grid_1_AutoML_20190416_015849_model_3 32558287322821108 180439151.30265132 32558287322821108 112373045.5310324 2019-04-16 300 -39 GBM_grid_1_AutoML_20190416_020809_model_5 32985173396975956 181618207.77933016 32985173396975956 112538285.44875485 0.3896586371006099 2019-04-16 300 -40 GBM_grid_1_AutoML_20190416_015849_model_13 33738829909624892 183681327.0575561 33738829909624892 113382174.31065664 2019-04-16 300 -41 XGBoost_grid_1_AutoML_20190416_015849_model_5 33966688651325416 184300538.93389845 33966688651325416 104352528.27278836 2.172881641884881 2019-04-16 300 -42 GBM_grid_1_AutoML_20190416_015849_model_1 34734715309091520 186372517.57995737 34734715309091520 115267205.42110462 0.41537297463641937 2019-04-16 300 -43 GBM_5_AutoML_20190416_020809 34737944337337696 186381180.21232104 34737944337337696 111294493.87105602 0.36222999707383213 2019-04-16 300 -44 GBM_5_AutoML_20190416_015849 34827163429201804 186620372.49239916 34827163429201804 111692434.31671734 0.3621448348433773 2019-04-16 300 -45 DeepLearning_grid_1_AutoML_20190416_015849_model_3 35628622684222636 188755457.3627545 35628622684222636 119267856.53622822 0.4183762499070847 2019-04-16 300 -46 GBM_grid_1_AutoML_20190416_015849_model_5 36129171968493640 190076752.83551547 36129171968493640 120382051.66094068 0.4149424823328258 2019-04-16 300 -47 DeepLearning_1_AutoML_20190416_020809 36166709522931960 190175470.350232 36166709522931960 118219966.64228489 0.3982522032421204 2019-04-16 300 -48 DeepLearning_grid_1_AutoML_20190416_020809_model_1 36853149944821960 191971742.5685925 36853149944821960 121679042.76206385 2019-04-16 300 -49 DeepLearning_1_AutoML_20190416_015849 37130153721913030 192691862.1060916 37130153721913030 119390220.25326052 2019-04-16 300 -50 GBM_grid_1_AutoML_20190416_020809_model_11 37280230266290820 193080890.47415027 37280230266290820 117701054.40458056 0.3814093544496499 2019-04-16 300 -51 XGBoost_grid_1_AutoML_20190416_020809_model_5 38086467526589280 195157545.4000928 38086467526589280 115218830.11791714 3.0677499957995487 2019-04-16 300 -52 DeepLearning_grid_1_AutoML_20190416_015849_model_1 38181519300856110 195400919.39613825 38181519300856110 124307340.17945512 2019-04-16 300 -53 DeepLearning_grid_1_AutoML_20190416_020809_model_3 38689752618325064 196697108.82045284 38689752618325064 125689464.10320136 2019-04-16 300 -54 DeepLearning_grid_1_AutoML_20190416_015849_model_4 39126230843777730 197803515.751813 39126230843777730 125113580.41558827 2019-04-16 300 -55 DeepLearning_grid_1_AutoML_20190416_015849_model_2 39184171037704500 197949920.52967465 39184171037704500 123575929.25352515 2019-04-16 300 -56 DeepLearning_grid_1_AutoML_20190416_020809_model_2 39583937874646320 198957125.71970457 39583937874646320 122474280.91900894 2019-04-16 300 -57 GBM_grid_1_AutoML_20190416_015849_model_2 40517783090088110 201290295.5685845 40517783090088110 125542813.86608344 2019-04-16 300 -58 DeepLearning_grid_1_AutoML_20190416_020809_model_4 41147554028435064 202848598.78351405 41147554028435064 128741191.89599232 0.4473386933276268 2019-04-16 300 -59 GBM_grid_1_AutoML_20190416_020809_model_3 52084985892576930 228221352.8410015 52084985892576930 143565390.35372362 0.5082964036929806 2019-04-16 300 -60 DeepLearning_grid_1_AutoML_20190416_015849_model_5 52579041440034500 229301202.43913788 52579041440034500 169670497.97604132 0.6270976247746434 2019-04-16 300 -61 GBM_grid_1_AutoML_20190416_020809_model_10 53534958462981370 231376227.0912493 53534958462981370 146194269.00201336 0.518590545855089 2019-04-16 300 -62 GBM_grid_1_AutoML_20190416_020809_model_13 56822514259445430 238374734.94362912 56822514259445430 152776734.66150075 0.5517142785052354 2019-04-16 300 -63 GBM_grid_1_AutoML_20190416_015849_model_10 58246382415426400 241342873.13990942 58246382415426400 153255150.72056198 0.5427086649682205 2019-04-16 300 -64 GBM_grid_1_AutoML_20190416_015849_model_12 59601545243725860 244134277.07662407 59601545243725860 160670829.04590026 0.5960430592393098 2019-04-16 300 -65 GBM_grid_1_AutoML_20190416_020809_model_6 65073732625540140 255095536.27129608 65073732625540140 168402402.76986253 0.6159169770584755 2019-04-16 300 -66 GBM_grid_1_AutoML_20190416_020809_model_8 82719326417047070 287609677.19645154 82719326417047070 194366777.62034872 0.6883429221969091 2019-04-16 300 -67 XGBoost_grid_1_AutoML_20190416_020809_model_3 95071398064270450 308336501.3492085 95071398064270450 186248631.22631583 9.622077081204404 2019-04-16 300 -68 GBM_grid_1_AutoML_20190416_020809_model_12 98445968437345340 313761005.2848272 98445968437345340 214502791.5438589 0.7481156565199785 2019-04-16 300 -69 GBM_grid_1_AutoML_20190416_015849_model_14 98927233506913980 314526999.6469524 98927233506913980 215301736.37901503 0.7503232186892468 2019-04-16 300 -70 GBM_grid_1_AutoML_20190416_020809_model_14 99005285005609140 314651052.76418376 99005285005609140 215466408.32463992 0.7506776516778659 2019-04-16 300 -71 StackedEnsemble_AllModels_AutoML_20190416_015849 100484242766098110 316992496.3876876 100484242766098110 217180190.02486664 0.7558775693636208 2019-04-16 300 -72 GLM_grid_1_AutoML_20190416_020809_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 300 -73 GLM_grid_1_AutoML_20190416_015849_model_1 100489433637289090 317000683.9697496 100489433637289090 217195869.40621948 0.7559078362971621 2019-04-16 300 -74 StackedEnsemble_BestOfFamily_AutoML_20190416_015849 100495854999988340 317010812.1184329 100495854999988340 217194254.21912342 0.7559186219924334 2019-04-16 300 -75 XGBoost_grid_1_AutoML_20190416_015849_model_2 107801180437006900 328330900.8256867 107801180437006900 201224123.26674137 10.313649722496443 2019-04-16 300 -76 GBM_grid_1_AutoML_20190416_015849_model_4 121124756589055410 348029821.40767103 121124756589055410 224273882.54226708 2019-04-16 300 diff --git a/DS/result/300/leaderboard_300.csv b/DS/result/300/leaderboard_300.csv deleted file mode 100644 index d25eb4e..0000000 --- a/DS/result/300/leaderboard_300.csv +++ /dev/null @@ -1,39 +0,0 @@ -,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime -0,GBM_1_AutoML_20190421_193027,25608395790612116,160026234.69485283,25608395790612116,96819212.36758102,0.3331421052832879,2019-04-21,300 -1,XGBoost_1_AutoML_20190421_193027,25963672277632090,161132468.10507214,25963672277632090,94764756.53930572,0.3259822280000789,2019-04-21,300 -2,XGBoost_2_AutoML_20190421_193027,26134884730871340,161662873.69359532,26134884730871340,94910189.58297873,0.3257761568094641,2019-04-21,300 -3,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,300 -4,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,300 -5,XGBoost_grid_1_AutoML_20190421_193027_model_1,26686565270913868,163360231.60767698,26686565270913868,95577150.18589026,0.3336293424643191,2019-04-21,300 -6,GBM_4_AutoML_20190421_193027,27007662534862990,164340081.94857088,27007662534862990,97393457.22641207,0.3312914754145201,2019-04-21,300 -7,GBM_grid_1_AutoML_20190421_193027_model_2,27388079208336188,165493441.58707982,27388079208336188,98562865.55332977,0.336311590042542,2019-04-21,300 -8,GBM_2_AutoML_20190421_193027,27583374052185924,166082431.49769312,27583374052185924,101012846.90034136,0.3388681406396465,2019-04-21,300 -9,GBM_3_AutoML_20190421_193027,27664062115152828,166325169.8184999,27664062115152828,99311822.14091992,0.33381452374477977,2019-04-21,300 -10,XGBoost_grid_1_AutoML_20190421_193027_model_2,27678389956980028,166368236.0217239,27678389956980028,97946028.47928332,0.32966277380840164,2019-04-21,300 -11,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,300 -12,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,300 -13,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,300 -14,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,300 -15,XGBoost_3_AutoML_20190421_193027,28277404641281270,168158867.26926202,28277404641281270,102986364.77849944,0.3448139231128953,2019-04-21,300 -16,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,300 -17,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,300 -18,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,300 -19,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,300 -20,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,300 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-39,GBM_grid_1_AutoML_20190421_193852_model_24,1,0.008,17,0.5,0.4,False,926661288037231606,0,deviance,0.014965432360392486 -40,GBM_grid_1_AutoML_20190421_193852_model_3,282,0.008,4,0.6,1.0,False,7742484372466463139,0,deviance,0.014965432360392486 -41,GBM_grid_1_AutoML_20190421_193852_model_4,302,0.008,8,0.6,0.4,False,-8855671952995182370,0,deviance,0.014965432360392486 -42,GBM_grid_1_AutoML_20190421_193852_model_5,71,0.08,9,0.7,0.7,False,-6010621745854196896,0,deviance,0.014965432360392486 -43,GBM_grid_1_AutoML_20190421_193852_model_6,126,0.001,4,0.8,1.0,False,7523975257873901412,0,deviance,0.014965432360392486 -44,GBM_grid_1_AutoML_20190421_193852_model_7,110,0.1,12,0.6,0.7,False,1381225275305757435,0,deviance,0.014965432360392486 -45,GBM_grid_1_AutoML_20190421_193852_model_8,91,0.05,17,0.6,0.7,False,-6527299506414345488,0,deviance,0.014965432360392486 -46,GBM_grid_1_AutoML_20190421_193852_model_9,337,0.008,8,1.0,0.4,False,4370751826042267024,0,deviance,0.014965432360392486 diff --git a/DS/result/500/Hyperparameter_GLM_500.csv b/DS/result/500/Hyperparameter_GLM_500.csv deleted file mode 100644 index e747b7d..0000000 --- a/DS/result/500/Hyperparameter_GLM_500.csv +++ /dev/null @@ -1,3 +0,0 @@ -,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize -0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True -1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True diff --git a/DS/result/500/Hyperparameter_XGBoost_500.csv b/DS/result/500/Hyperparameter_XGBoost_500.csv deleted file mode 100644 index 53dcca1..0000000 --- a/DS/result/500/Hyperparameter_XGBoost_500.csv +++ /dev/null @@ -1,26 +0,0 @@ -,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha -0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -2,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -3,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -4,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -5,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 -6,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01 -7,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01 -8,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1 -9,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5 -10,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5 -11,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1 -12,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001 -13,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5 -14,XGBoost_grid_1_AutoML_20190421_193852_model_1,144,20,20.0,100.0,1.0,1.0,1.0,gbtree,10.0,0.5 -15,XGBoost_grid_1_AutoML_20190421_193852_model_10,78,15,15.0,100.0,1.0,1.0,0.9,gbtree,0.001,0.1 -16,XGBoost_grid_1_AutoML_20190421_193852_model_11,19,5,1.0,100.0,1.0,0.8,0.7,gbtree,0.001,1.0 -17,XGBoost_grid_1_AutoML_20190421_193852_model_2,106,15,5.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.1 -18,XGBoost_grid_1_AutoML_20190421_193852_model_3,263,20,15.0,100.0,0.8,0.8,1.0,gbtree,100.0,1.0 -19,XGBoost_grid_1_AutoML_20190421_193852_model_4,91,10,0.1,100.0,0.8,0.8,0.7,dart,0.1,0.5 -20,XGBoost_grid_1_AutoML_20190421_193852_model_5,186,15,3.0,100.0,0.6,0.8,0.8,gbtree,10.0,0.001 -21,XGBoost_grid_1_AutoML_20190421_193852_model_6,77,15,5.0,100.0,0.8,1.0,0.8,dart,100.0,0.001 -22,XGBoost_grid_1_AutoML_20190421_193852_model_7,189,5,0.01,100.0,1.0,0.8,0.9,gbtree,0.01,0.1 -23,XGBoost_grid_1_AutoML_20190421_193852_model_8,115,20,5.0,100.0,0.6,1.0,0.7,dart,100.0,0.01 -24,XGBoost_grid_1_AutoML_20190421_193852_model_9,126,15,20.0,100.0,0.8,0.6,0.7,dart,0.01,0.001 diff --git a/DS/result/500/Hyperparameter_XRT_500.csv b/DS/result/500/Hyperparameter_XRT_500.csv deleted file mode 100644 index 77bb0c6..0000000 --- a/DS/result/500/Hyperparameter_XRT_500.csv +++ /dev/null @@ -1,3 +0,0 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378 -1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273 diff --git a/DS/result/500/all_varimp.csv b/DS/result/500/all_varimp.csv deleted file mode 100644 index c561739..0000000 --- a/DS/result/500/all_varimp.csv +++ /dev/null @@ -1,2272 +0,0 @@ - model_id variable relative_importance scaled_importance percentage -0 GBM_1_AutoML_20190416_015849 supply_area 5.142440512168814e+20 1.0 0.26965304008383767 -1 GBM_1_AutoML_20190416_015849 city 3.556079913049879e+20 0.691516003857497 0.18646939270680088 -2 GBM_1_AutoML_20190416_015849 exclusive_use_area 2.8717862730904633e+20 0.5584481271674047 0.15058723521981623 -3 GBM_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.3659960388754185e+20 0.2656318601339177 0.07162843862823566 -4 GBM_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.1062438055314771e+20 0.21512038941699316 0.05800786699031123 -5 GBM_1_AutoML_20190416_015849 total_household_count_in_sites 8.393671766441984e+19 0.16322350733235744 0.04401371496531675 -6 GBM_1_AutoML_20190416_015849 floor 7.956222709042931e+19 0.1547168643023818 0.041719872811375826 -7 GBM_1_AutoML_20190416_015849 heat_fuel_cogeneration 6.286668838041813e+19 0.12225068667620664 0.03296526931457583 -8 GBM_1_AutoML_20190416_015849 total_household_count_of_area_type 5.228192743433018e+19 0.10166753958672509 0.02741496112740433 -9 GBM_1_AutoML_20190416_015849 heat_fuel_gas 4.359336664931867e+19 0.08477174708421324 0.0228589593144763 -10 GBM_1_AutoML_20190416_015849 bathroom_count 4.257647232525376e+19 0.08279429236858049 0.02232573263877781 -11 GBM_1_AutoML_20190416_015849 heat_type_district 3.5194944992644694e+19 0.06844015970502942 0.01845509712828455 -12 GBM_1_AutoML_20190416_015849 heat_type_individual 3.422536045489973e+19 0.06655470369352945 0.017946678182839237 -13 GBM_1_AutoML_20190416_015849 front_door_structure_stairway 2.4499676530895487e+19 0.047642119481831 0.01284684235431316 -14 GBM_1_AutoML_20190416_015849 room_count 2.002224967831257e+19 0.038935306360730705 0.010499023726766617 -15 GBM_1_AutoML_20190416_015849 front_door_structure_mixed 1.0703568675027288e+19 0.020814180834370175 0.005612607138842666 -16 GBM_1_AutoML_20190416_015849 heat_type_central 7.370545410470838e+18 0.014332777196021126 0.0038648769437513992 -17 GBM_1_AutoML_20190416_015849 front_door_structure_corridor 5.969837415672578e+18 0.01160895765647819 0.003130390724273887 -18 XGBoost_grid_1_AutoML_20190416_021340_model_7 supply_area 7.337369362340837e+20 1.0 0.234053082362835 -19 XGBoost_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 5.1960716987001e+20 0.7081654803108345 0.16574831348970837 -20 XGBoost_grid_1_AutoML_20190416_021340_model_7 city 4.4163047373120576e+20 0.601892111357895 0.14087470391319004 -21 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 2.6192748955614734e+20 0.3569773806134039 0.08355165626637812 -22 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.8685983730164774e+20 0.25466870764433475 0.05960599600551623 -23 XGBoost_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.8281090772259517e+20 0.24915047709179672 0.05831443713550594 -24 XGBoost_grid_1_AutoML_20190416_021340_model_7 floor 1.632299074536719e+20 0.22246380057061316 0.05206833823770303 -25 XGBoost_grid_1_AutoML_20190416_021340_model_7 bathroom_count 1.3853035510200952e+20 0.18880111966697322 0.04418948401160955 -26 XGBoost_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 1.333210537275603e+20 0.18170143432036107 0.042527780772428726 -27 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 9.93133877788672e+19 0.1353528531473347 0.03167975248573784 -28 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_district 8.564809431891365e+19 0.11672861224419727 0.027320691495690535 -29 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 7.432329167858827e+19 0.10129419415636036 0.023708218367755614 -30 XGBoost_grid_1_AutoML_20190416_021340_model_7 room_count 4.331445573372399e+19 0.05903267723720726 0.013816780067498728 -31 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 2.4842623003691844e+19 0.03385766993167469 0.007924492009131938 -32 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 1.605542063250604e+19 0.021881712422589406 0.005121482239884189 -33 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_type_central 1.41362098920835e+19 0.019266046445253007 0.004509277555457007 -34 XGBoost_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.003650926410675e+19 0.013678620726958753 0.0032015233436168593 -35 XGBoost_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 5.592660946880299e+18 0.00762216084634463 0.001783990240352276 -36 XGBoost_1_AutoML_20190416_015849 exclusive_use_area 6.66503260347023e+20 1.0 0.24313142433565593 -37 XGBoost_1_AutoML_20190416_015849 supply_area 5.901882517332301e+20 0.8854994219022146 0.21529273569548538 -38 XGBoost_1_AutoML_20190416_015849 city 4.536478015712626e+20 0.6806385333134986 0.1654846160622427 -39 XGBoost_1_AutoML_20190416_015849 total_parking_capacity_in_site 1.6651456210221085e+20 0.24983307960941262 0.06074227249159981 -40 XGBoost_1_AutoML_20190416_015849 total_household_count_in_sites 1.5735965885344095e+20 0.23609735798067927 0.05740268692772779 -41 XGBoost_1_AutoML_20190416_015849 apartment_building_count_in_sites 1.5518922290021112e+20 0.2328409058635512 0.05661094108620958 -42 XGBoost_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1600179285743737e+20 0.17404534945116343 0.04231589371105834 -43 XGBoost_1_AutoML_20190416_015849 floor 1.0686420911582819e+20 0.16033561345249542 0.038982626070436364 -44 XGBoost_1_AutoML_20190416_015849 total_household_count_of_area_type 9.142995098036444e+19 0.13717855023358824 0.033352416306592636 -45 XGBoost_1_AutoML_20190416_015849 bathroom_count 6.6195521406161125e+19 0.09931762580080347 0.02414723582258504 -46 XGBoost_1_AutoML_20190416_015849 heat_type_individual 5.476501171794136e+19 0.08216765764870722 0.01997753963845474 -47 XGBoost_1_AutoML_20190416_015849 heat_type_district 3.71797701889664e+19 0.055783328306013534 0.013562680065224583 -48 XGBoost_1_AutoML_20190416_015849 front_door_structure_stairway 2.155443232575796e+19 0.0323395752250865 0.00786276698688537 -49 XGBoost_1_AutoML_20190416_015849 room_count 1.6986735568534634e+19 0.02548635029885718 0.006196532649278616 -50 XGBoost_1_AutoML_20190416_015849 heat_fuel_gas 1.591282496949977e+19 0.023875089465000617 0.005804784507766813 -51 XGBoost_1_AutoML_20190416_015849 front_door_structure_corridor 9.108252619670815e+18 0.013665728529112511 0.003322568041867533 -52 XGBoost_1_AutoML_20190416_015849 front_door_structure_mixed 8.260484624434594e+18 0.012393764765882274 0.003013313680410025 -53 XGBoost_1_AutoML_20190416_015849 heat_type_central 7.667404204121522e+18 0.011503926027502694 0.0027969659205187543 -54 XGBoost_1_AutoML_20190416_021340 supply_area 7.615501823703054e+20 1.0 0.2738273098574499 -55 XGBoost_1_AutoML_20190416_021340 exclusive_use_area 5.0952329364497865e+20 0.6690606941476929 0.18320709000982083 -56 XGBoost_1_AutoML_20190416_021340 city 4.0884272033157664e+20 0.5368559154684517 0.14700581111378466 -57 XGBoost_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.709885540804686e+20 0.22452696885748372 0.0614816158726922 -58 XGBoost_1_AutoML_20190416_021340 total_parking_capacity_in_site 1.6714193464092682e+20 0.21947593016221445 0.06009850353478073 -59 XGBoost_1_AutoML_20190416_021340 total_household_count_in_sites 1.5883821172172993e+20 0.20857221940036844 0.057112769749400716 -60 XGBoost_1_AutoML_20190416_021340 floor 9.200257663611018e+19 0.12080960489006058 0.03308096911198671 -61 XGBoost_1_AutoML_20190416_021340 total_household_count_of_area_type 9.032641074198426e+19 0.11860861284393057 0.032478277380977284 -62 XGBoost_1_AutoML_20190416_021340 heat_type_individual 8.3654776494779e+19 0.10984801583843846 0.030079386670218155 -63 XGBoost_1_AutoML_20190416_021340 heat_fuel_gas 7.268401220055099e+19 0.09544218343474604 0.026134676336857777 -64 XGBoost_1_AutoML_20190416_021340 heat_type_district 6.784202247656964e+19 0.0890841129673334 0.024393663004882077 -65 XGBoost_1_AutoML_20190416_021340 heat_fuel_cogeneration 6.35374740362452e+19 0.08343176261672795 0.02284589511400397 -66 XGBoost_1_AutoML_20190416_021340 bathroom_count 4.664399684495527e+19 0.06124875014772766 0.016771580485083353 -67 XGBoost_1_AutoML_20190416_021340 room_count 3.813859270689869e+19 0.05008020953812039 0.013713329054920911 -68 XGBoost_1_AutoML_20190416_021340 front_door_structure_corridor 1.630003228287225e+19 0.0214037533707087 0.00586093220635349 -69 XGBoost_1_AutoML_20190416_021340 heat_type_central 1.317431973670971e+19 0.017299345521400805 0.004737033246419707 -70 XGBoost_1_AutoML_20190416_021340 front_door_structure_mixed 1.0203622936900796e+19 0.013398490569777401 0.003668872628872557 -71 XGBoost_1_AutoML_20190416_021340 front_door_structure_stairway 9.740319523281568e+18 0.012790121713273147 0.003502284621494944 -72 XGBoost_grid_1_AutoML_20190416_020809_model_4 supply_area 7.233163807525343e+20 1.0 0.23315725739498758 -73 XGBoost_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 6.043663926007505e+20 0.835549157578833 0.19481434999977298 -74 XGBoost_grid_1_AutoML_20190416_020809_model_4 city 4.88769369555916e+20 0.6757338594314747 0.1575522533939727 -75 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.193514614335912e+20 0.3032579757220197 0.07070679790250184 -76 XGBoost_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 1.9567792055641126e+20 0.2705288111307932 0.06307575564958233 -77 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 1.712772946300156e+20 0.2367944362767226 0.05521034132867279 -78 XGBoost_grid_1_AutoML_20190416_020809_model_4 floor 1.3957132873072273e+20 0.19296027636691085 0.04499008882388777 -79 XGBoost_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.2550112472067788e+20 0.17350792552231045 0.040454632051075676 -80 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.1192280702852792e+20 0.15473561778330536 0.03607773226367454 -81 XGBoost_grid_1_AutoML_20190416_020809_model_4 bathroom_count 6.991777728450842e+19 0.09666278705283345 0.02253763032139436 -82 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_district 6.389811824820224e+19 0.08834048273830464 0.02059722467221235 -83 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 5.717170633170118e+19 0.07904107780916016 0.018429000923527596 -84 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 4.410817558562944e+19 0.06098047377240308 0.014218040019420473 -85 XGBoost_grid_1_AutoML_20190416_020809_model_4 room_count 3.844565551821095e+19 0.053151921539800195 0.012392756251493378 -86 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.297043397754277e+19 0.03175710462086378 0.007404399416206285 -87 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.0483746613820916e+19 0.014493998605304202 0.003379380963499503 -88 XGBoost_grid_1_AutoML_20190416_020809_model_4 heat_type_central 8.055134335273009e+18 0.011136391418223507 0.002596530480350069 -89 XGBoost_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.463524511762088e+18 0.010318478483781991 0.002405828143767799 -90 GBM_1_AutoML_20190416_020809 supply_area 4.322788194737151e+20 1.0 0.2272757866900139 -91 GBM_1_AutoML_20190416_020809 exclusive_use_area 3.353057641848017e+20 0.7756701209488477 0.17629103695058757 -92 GBM_1_AutoML_20190416_020809 city 3.285587386243031e+20 0.760062079896286 0.1727437071416766 -93 GBM_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.2258064591544438e+20 0.28356847569973975 0.06444824839514644 -94 GBM_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.2114400643040621e+20 0.28024506631598317 0.0636929179129602 -95 GBM_1_AutoML_20190416_020809 total_household_count_in_sites 9.183545966478125e+19 0.21244496729353482 0.048283597069972393 -96 GBM_1_AutoML_20190416_020809 bathroom_count 6.794429025209234e+19 0.15717700519033578 0.03572252750421396 -97 GBM_1_AutoML_20190416_020809 room_count 6.329651826204135e+19 0.1464252131045947 0.033278905499599686 -98 GBM_1_AutoML_20190416_020809 floor 5.995427119443948e+19 0.13869352023176104 0.03152167891948085 -99 GBM_1_AutoML_20190416_020809 heat_type_district 5.830458154031042e+19 0.13487725725561636 0.030654334749361592 -100 GBM_1_AutoML_20190416_020809 heat_fuel_cogeneration 5.444944748272314e+19 0.12595909174780645 0.028627451667742346 -101 GBM_1_AutoML_20190416_020809 heat_type_individual 4.810870026478079e+19 0.11129090322618979 0.025293727582174488 -102 GBM_1_AutoML_20190416_020809 total_household_count_of_area_type 4.632146610406346e+19 0.10715645554981917 0.024354067733998657 -103 GBM_1_AutoML_20190416_020809 heat_fuel_gas 3.559421724710876e+19 0.08234087733107887 0.01871408767216688 -104 GBM_1_AutoML_20190416_020809 front_door_structure_mixed 1.0809522013526295e+19 0.025005902502201065 0.005683236163081533 -105 GBM_1_AutoML_20190416_020809 front_door_structure_stairway 9.75085394418729e+18 0.022556862619497818 0.005126628697104934 -106 GBM_1_AutoML_20190416_020809 front_door_structure_corridor 9.168717512861286e+18 0.021210193744916513 0.004820563469223512 -107 GBM_1_AutoML_20190416_020809 heat_type_central 6.595181905191109e+18 0.015256777820436634 0.0034674961814944913 -108 GBM_grid_1_AutoML_20190416_021340_model_9 supply_area 8.13525733088579e+20 1.0 0.2948675861336144 -109 GBM_grid_1_AutoML_20190416_021340_model_9 city 5.0380333509012514e+20 0.6192838340557687 0.18260672927959434 -110 GBM_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.9525631023384625e+20 0.4858559405776161 0.14326316840679845 -111 GBM_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.681386199412732e+20 0.20667892004218358 0.06094291425754097 -112 GBM_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.6581928372536345e+20 0.2038279515705357 0.06010225606616312 -113 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 1.0646848168685208e+20 0.13087291201304813 0.038590179655564404 -114 GBM_grid_1_AutoML_20190416_021340_model_9 floor 1.031034923207413e+20 0.1267366084774052 0.03737051781649345 -115 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 9.23339870329079e+19 0.11349854500896817 0.03346704199647183 -116 GBM_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 8.847224710946095e+19 0.10875162703652036 0.03206732975236187 -117 GBM_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 7.707230824253987e+19 0.09473862363263194 0.027935349264175173 -118 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_district 6.657595242937162e+19 0.08183632025580025 0.02413087821188523 -119 GBM_grid_1_AutoML_20190416_021340_model_9 bathroom_count 4.849212195961884e+19 0.05960736088275511 0.01757627861929323 -120 GBM_grid_1_AutoML_20190416_021340_model_9 room_count 4.5236793485215924e+19 0.05560585442512414 0.01639636406923352 -121 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 3.0090981230182924e+19 0.03698835821202786 0.010906667901026108 -122 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 2.3211820760304714e+19 0.028532374350569368 0.008413272351413044 -123 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 1.6706595398940099e+19 0.0205360380371902 0.006055411964774362 -124 GBM_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 7.480615870260052e+18 0.009195303314942026 0.0027113968922433777 -125 GBM_grid_1_AutoML_20190416_021340_model_9 heat_type_central 7.16405492775125e+18 0.008806181090981184 0.0025966573613531007 -126 XGBoost_1_AutoML_20190416_020809 supply_area 5.659702854745336e+20 1.0 0.20644000549191793 -127 XGBoost_1_AutoML_20190416_020809 exclusive_use_area 5.2959460573114584e+20 0.9357286403951599 0.1931718256621217 -128 XGBoost_1_AutoML_20190416_020809 city 4.649645733786587e+20 0.8215353090291879 0.16959775370779007 -129 XGBoost_1_AutoML_20190416_020809 apartment_building_count_in_sites 1.8159324697334487e+20 0.3208529699065197 0.0662368888696001 -130 XGBoost_1_AutoML_20190416_020809 room_count 1.513616382059694e+20 0.26743742929730197 0.055209784372879434 -131 XGBoost_1_AutoML_20190416_020809 total_parking_capacity_in_site 1.4792046587819327e+20 0.2613573003292398 0.05395460251532111 -132 XGBoost_1_AutoML_20190416_020809 total_household_count_in_sites 1.3036282209107549e+20 0.23033509962766638 0.04755037923211691 -133 XGBoost_1_AutoML_20190416_020809 bathroom_count 1.059118825125928e+20 0.1871332916776572 0.03863179776165623 -134 XGBoost_1_AutoML_20190416_020809 floor 8.555070397697176e+19 0.1511575893162702 0.031204973568595896 -135 XGBoost_1_AutoML_20190416_020809 total_household_count_of_area_type 8.444933637356808e+19 0.14921160799592537 0.030803245174136736 -136 XGBoost_1_AutoML_20190416_020809 heat_type_individual 6.609682044635893e+19 0.1167849658236749 0.024109088986012894 -137 XGBoost_1_AutoML_20190416_020809 heat_type_district 6.446459543492546e+19 0.11390102464633031 0.02351372815352351 -138 XGBoost_1_AutoML_20190416_020809 heat_fuel_cogeneration 6.215418285538673e+19 0.10981880930952764 0.022670995596974775 -139 XGBoost_1_AutoML_20190416_020809 heat_fuel_gas 5.185038671261414e+19 0.09161326670911807 0.018912643282562876 -140 XGBoost_1_AutoML_20190416_020809 front_door_structure_corridor 1.611667552480107e+19 0.028476186715859404 0.005878624142010896 -141 XGBoost_1_AutoML_20190416_020809 front_door_structure_stairway 1.6102225742988837e+19 0.028450655725658892 0.005873353524253688 -142 XGBoost_1_AutoML_20190416_020809 heat_type_central 8.626768231530496e+18 0.015242440200367491 0.0031466494386740954 -143 XGBoost_1_AutoML_20190416_020809 front_door_structure_mixed 8.481495257710592e+18 0.014985760693424647 0.003093660519851152 -144 XGBoost_grid_1_AutoML_20190416_021340_model_6 supply_area 8.496624053923674e+20 1.0 0.26991416288264936 -145 XGBoost_grid_1_AutoML_20190416_021340_model_6 city 6.791921522971393e+20 0.7993670756604723 0.2157604950628478 -146 XGBoost_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 4.782635623407954e+20 0.5628865762513491 0.15193105902676346 -147 XGBoost_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 1.8998429750406624e+20 0.2235997453792639 0.06035273809481756 -148 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 1.716381279579726e+20 0.20200744068311635 0.0545246692480498 -149 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 1.4031793231035472e+20 0.16514551122872975 0.04457511241712976 -150 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 1.2961538288260638e+20 0.15254927375861832 0.041175209524913575 -151 XGBoost_grid_1_AutoML_20190416_021340_model_6 room_count 1.018661459153073e+20 0.11989014138888059 0.03236004715086218 -152 XGBoost_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 9.881732331678676e+19 0.11630186611723006 0.03139152083472211 -153 XGBoost_grid_1_AutoML_20190416_021340_model_6 bathroom_count 9.52312529486558e+19 0.11208128351245429 0.030252325814076993 -154 XGBoost_grid_1_AutoML_20190416_021340_model_6 floor 7.94514754831867e+19 0.09350946326323174 0.02523952849830105 -155 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 5.561480666286339e+19 0.06545518115183749 0.017667280426930384 -156 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 2.562928399094697e+19 0.030164079083988153 0.008141712155080695 -157 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_district 2.1026675540518502e+19 0.024747094148302996 0.006679591200817314 -158 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.6611978025323463e+19 0.019551268739084887 0.005277164335003809 -159 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 6.208950958144094e+18 0.007307550526819943 0.0019724113831692683 -160 XGBoost_grid_1_AutoML_20190416_021340_model_6 heat_type_central 5.818966278399853e+18 0.006848562724995112 0.0018485240748663716 -161 XGBoost_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 2.9478429008697754e+18 0.0034694284249383554 0.0009364478689985049 -162 XGBoost_2_AutoML_20190416_021340 supply_area 6.909529508802965e+20 1.0 0.24992205717555535 -163 XGBoost_2_AutoML_20190416_021340 exclusive_use_area 5.3145146096813395e+20 0.7691572346439038 0.19222935837366578 -164 XGBoost_2_AutoML_20190416_021340 city 4.781603313930868e+20 0.6920302327154041 0.17295361938791212 -165 XGBoost_2_AutoML_20190416_021340 total_parking_capacity_in_site 1.8274062693934773e+20 0.2644762233181438 0.06609844180569208 -166 XGBoost_2_AutoML_20190416_021340 apartment_building_count_in_sites 1.4274723728122813e+20 0.2065947284824003 0.05163257954394678 -167 XGBoost_2_AutoML_20190416_021340 total_household_count_in_sites 1.4101679069706217e+20 0.20409029372752832 0.05100666605794722 -168 XGBoost_2_AutoML_20190416_021340 heat_fuel_cogeneration 1.2670297889076727e+20 0.18337424962053286 0.045829269698187375 -169 XGBoost_2_AutoML_20190416_021340 total_household_count_of_area_type 1.0865258676863841e+20 0.15725034046125932 0.0393003285796344 -170 XGBoost_2_AutoML_20190416_021340 floor 9.716033290544926e+19 0.14061787098769002 0.03514350759289033 -171 XGBoost_2_AutoML_20190416_021340 bathroom_count 5.899033814646129e+19 0.08537533282303185 0.021337178811179833 -172 XGBoost_2_AutoML_20190416_021340 heat_type_individual 5.192176700748936e+19 0.0751451556018964 0.018780431874803157 -173 XGBoost_2_AutoML_20190416_021340 room_count 4.1600004844718916e+19 0.06020671131329443 0.015046985147193326 -174 XGBoost_2_AutoML_20190416_021340 heat_type_district 3.583268372698733e+19 0.05185980272800822 0.012960908582502291 -175 XGBoost_2_AutoML_20190416_021340 heat_fuel_gas 3.082228620502604e+19 0.04460837190977685 0.011148616074943687 -176 XGBoost_2_AutoML_20190416_021340 front_door_structure_stairway 2.6446452027826373e+19 0.03827532973718794 0.00956584914699072 -177 XGBoost_2_AutoML_20190416_021340 front_door_structure_corridor 1.1073138722378613e+19 0.016025893960321138 0.004005224386640767 -178 XGBoost_2_AutoML_20190416_021340 heat_type_central 5.91267325638869e+18 0.008557273326433808 0.002138651353555845 -179 XGBoost_2_AutoML_20190416_021340 front_door_structure_mixed 2.489108782697677e+18 0.0036024287609257204 0.000900326406758943 -180 XGBoost_grid_1_AutoML_20190416_020809_model_7 supply_area 9.41807742618228e+20 1.0 0.261706055558107 -181 XGBoost_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 5.296469952611861e+20 0.5623727341514162 0.14717635000819507 -182 XGBoost_grid_1_AutoML_20190416_020809_model_7 city 4.780888367490023e+20 0.5076289088682941 0.13284955942718704 -183 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.4677679986753352e+20 0.26202460300601627 0.06857342531188343 -184 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 2.361051511145722e+20 0.2506935762262893 0.0656080269879378 -185 XGBoost_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.20178786758888e+20 0.2337831563656404 0.061182467708375904 -186 XGBoost_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.5930357781916287e+20 0.1691466003202506 0.04426668958087643 -187 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 1.5163533743644842e+20 0.1610045559987666 0.042135867277321555 -188 XGBoost_grid_1_AutoML_20190416_020809_model_7 floor 1.2080029909556344e+20 0.12826428752829988 0.03356754075800226 -189 XGBoost_grid_1_AutoML_20190416_020809_model_7 room_count 1.1147547292179051e+20 0.11836330057330853 0.030976392515879202 -190 XGBoost_grid_1_AutoML_20190416_020809_model_7 bathroom_count 1.0406494926853374e+20 0.11049489673893836 0.028917183584847902 -191 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 8.451373257058366e+19 0.08973565277307581 0.02348436373017358 -192 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 7.565109710466266e+19 0.08032541428715845 0.021021647334163052 -193 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_district 5.414464526731759e+19 0.05749012544406923 0.015045513963508122 -194 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 3.4288045811822494e+19 0.03640662978253039 0.009527835476550332 -195 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 2.972857560059819e+19 0.03156543979767322 0.00826086674140595 -196 XGBoost_grid_1_AutoML_20190416_020809_model_7 heat_type_central 1.4413953126329483e+19 0.015304560022259592 0.004005296035477853 -197 XGBoost_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 6.099541304843174e+18 0.006476418730521829 0.001694918000107511 -198 XGBoost_grid_1_AutoML_20190416_021340_model_8 supply_area 6.891118934263763e+20 1.0 0.27033462218253407 -199 XGBoost_grid_1_AutoML_20190416_021340_model_8 city 5.807302351189149e+20 0.8427226995480078 0.22781712258695588 -200 XGBoost_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 4.516783915279623e+20 0.6554500014245059 0.17719082849463524 -201 XGBoost_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 1.5158984404333756e+20 0.21997856297271004 0.05946782170948435 -202 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 1.3916457979718979e+20 0.20194772594221366 0.05459346219321027 -203 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 1.1178071494184718e+20 0.16220981818504873 0.043850929913352696 -204 XGBoost_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 8.952164739528943e+19 0.1299087249099319 0.035118826066741195 -205 XGBoost_grid_1_AutoML_20190416_021340_model_8 floor 7.793813406699487e+19 0.1130993889533292 0.03057468058177372 -206 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 6.9611774402405335e+19 0.10101664920668295 0.027308297697434217 -207 XGBoost_grid_1_AutoML_20190416_021340_model_8 bathroom_count 5.5822944214001385e+19 0.08100708280688734 0.02189901912470914 -208 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 4.330740566516669e+19 0.06284524484091435 0.01698924552003743 -209 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_district 4.082442693467177e+19 0.0592420872779979 0.01601518728160227 -210 XGBoost_grid_1_AutoML_20190416_021340_model_8 room_count 1.88087582771548e+19 0.02729420063211302 0.007378567415656556 -211 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 1.376505984652306e+19 0.019975072231130632 0.005399953604671527 -212 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 7.02388698641911e+18 0.010192665448705583 0.002755430363108793 -213 XGBoost_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.567980706101199e+18 0.006628793886270714 0.0017919924907708851 -214 XGBoost_grid_1_AutoML_20190416_021340_model_8 heat_type_central 3.8593806463716557e+18 0.005600513767339275 0.0015140127733217436 -215 XGBoost_2_AutoML_20190416_015849 supply_area 8.073467240310825e+20 1.0 0.29477427704454456 -216 XGBoost_2_AutoML_20190416_015849 city 4.3536174452488274e+20 0.5392500292205576 0.1589570375097394 -217 XGBoost_2_AutoML_20190416_015849 exclusive_use_area 4.014123790807408e+20 0.49719948955324755 0.1465616200799751 -218 XGBoost_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.69564026815522e+20 0.2100262771475541 0.06191034400652741 -219 XGBoost_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.685651952684782e+20 0.20878909921976535 0.061545655777288016 -220 XGBoost_2_AutoML_20190416_015849 total_household_count_in_sites 1.3611887981169213e+20 0.16860027514826656 0.049699024216341564 -221 XGBoost_2_AutoML_20190416_015849 heat_fuel_cogeneration 1.2339958856409101e+20 0.1528458404438143 0.045055022116091165 -222 XGBoost_2_AutoML_20190416_015849 floor 9.686937574046066e+19 0.11998485019768437 0.03536844747332039 -223 XGBoost_2_AutoML_20190416_015849 total_household_count_of_area_type 9.132508395935367e+19 0.11311755066443757 0.033344144218159226 -224 XGBoost_2_AutoML_20190416_015849 bathroom_count 8.644275095472597e+19 0.10707016995513065 0.03156153194156015 -225 XGBoost_2_AutoML_20190416_015849 heat_type_individual 7.938234698812516e+19 0.09832497565825135 0.028983673615083482 -226 XGBoost_2_AutoML_20190416_015849 heat_fuel_gas 5.523275715853681e+19 0.06841268505154716 0.020166299776745934 -227 XGBoost_2_AutoML_20190416_015849 heat_type_district 2.6466043126010085e+19 0.032781508041384154 0.009663145333328937 -228 XGBoost_2_AutoML_20190416_015849 room_count 2.465033821120312e+19 0.0305325301725682 0.009000204507959535 -229 XGBoost_2_AutoML_20190416_015849 front_door_structure_stairway 1.7538176933748015e+19 0.021723227966021698 0.006403448818757878 -230 XGBoost_2_AutoML_20190416_015849 front_door_structure_corridor 1.0135457614025196e+19 0.012554033245368051 0.0037006060738965446 -231 XGBoost_2_AutoML_20190416_015849 heat_type_central 5.893668747658396e+18 0.007300046649389131 0.002151865973465131 -232 XGBoost_2_AutoML_20190416_015849 front_door_structure_mixed 3.1596948771643064e+18 0.00391367770886336 0.0011536515172155465 -233 GBM_1_AutoML_20190416_021340 supply_area 4.6325499992323444e+20 1.0 0.24196870679539226 -234 GBM_1_AutoML_20190416_021340 city 3.179318268004527e+20 0.6862998280712284 0.16606308187229515 -235 GBM_1_AutoML_20190416_021340 exclusive_use_area 2.9590672653219267e+20 0.6387556023814683 0.15455886706655567 -236 GBM_1_AutoML_20190416_021340 apartment_building_count_in_sites 1.5552764378314755e+20 0.3357279334468487 0.08123565389122349 -237 GBM_1_AutoML_20190416_021340 total_household_count_in_sites 1.1154557778317751e+20 0.24078655988961076 0.05826281251020038 -238 GBM_1_AutoML_20190416_021340 total_parking_capacity_in_site 8.885751598383366e+19 0.1918112400266768 0.046412317698075564 -239 GBM_1_AutoML_20190416_021340 floor 8.69748969903835e+19 0.1877473465041846 0.045428982637883954 -240 GBM_1_AutoML_20190416_021340 room_count 6.7733122446908195e+19 0.14621131441243415 0.03537856266723119 -241 GBM_1_AutoML_20190416_021340 bathroom_count 5.565279259057979e+19 0.1201342513298334 0.029068729436112415 -242 GBM_1_AutoML_20190416_021340 heat_fuel_gas 5.484702209123392e+19 0.11839488424371582 0.028647857031642077 -243 GBM_1_AutoML_20190416_021340 total_household_count_of_area_type 5.001941397934388e+19 0.10797382432490216 0.026126286639649443 -244 GBM_1_AutoML_20190416_021340 heat_fuel_cogeneration 4.792292678015176e+19 0.10344826669564931 0.02503124331257111 -245 GBM_1_AutoML_20190416_021340 heat_type_individual 3.776785937624518e+19 0.08152714894065613 0.019727018797885895 -246 GBM_1_AutoML_20190416_021340 heat_type_district 3.6573462094015365e+19 0.07894887718443605 0.019103157715266238 -247 GBM_1_AutoML_20190416_021340 heat_type_central 1.493213426480264e+19 0.03223307739209945 0.007799396052602098 -248 GBM_1_AutoML_20190416_021340 front_door_structure_stairway 1.2930086318343455e+19 0.027911379953775108 0.006753680512289798 -249 GBM_1_AutoML_20190416_021340 front_door_structure_mixed 8.853048824038425e+18 0.01911053054042688 0.0046241503610409415 -250 GBM_1_AutoML_20190416_021340 front_door_structure_corridor 7.293371239073055e+18 0.015743750721053485 0.003809495002082336 -251 XGBoost_grid_1_AutoML_20190416_015849_model_3 supply_area 7.296843298881478e+20 1.0 0.23413702836448586 -252 XGBoost_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 6.864965686802692e+20 0.940813089388258 0.22027918099577815 -253 XGBoost_grid_1_AutoML_20190416_015849_model_3 city 4.9219224601020596e+20 0.6745276359239527 0.1579318962249561 -254 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.363516704176126e+20 0.3239094780257136 0.07583920264403232 -255 XGBoost_grid_1_AutoML_20190416_015849_model_3 floor 1.893862863238584e+20 0.25954550285174566 0.06076921276307392 -256 XGBoost_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 1.748343466872663e+20 0.23960271520983104 0.05609986772729204 -257 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 1.3508677264474531e+20 0.18513042847645167 0.04334588838332038 -258 XGBoost_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1561731563143666e+20 0.15844840144663577 0.0370986378638184 -259 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 1.1517658739055893e+20 0.15784440294642776 0.03695721944984309 -260 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_district 6.9340797562716684e+19 0.09502848659686282 0.022249687461763833 -261 XGBoost_grid_1_AutoML_20190416_015849_model_3 room_count 4.599667036921843e+19 0.06303639599368838 0.014759154436769176 -262 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 3.879753002542485e+19 0.05317029355882161 0.012449134531129854 -263 XGBoost_grid_1_AutoML_20190416_015849_model_3 bathroom_count 2.719651467103935e+19 0.03727161672117621 0.008726665581436279 -264 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.7641072530410177e+19 0.02417630721645667 0.0056605687284880385 -265 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.5488660871294484e+19 0.021226522534297423 0.004969914908692193 -266 XGBoost_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.289616418560331e+19 0.017673620848593724 0.004138049065930357 -267 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.1311885577722266e+19 0.015502437306631275 0.0036296946033813906 -268 XGBoost_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 2.9886966297893274e+18 0.004095876130774879 0.0009589962658086583 -269 GBM_grid_1_AutoML_20190416_021340_model_7 supply_area 4.767797670010652e+21 1.0 0.2195209083265924 -270 GBM_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 3.54407451271196e+21 0.7433357617090413 0.16317774160200818 -271 GBM_grid_1_AutoML_20190416_021340_model_7 city 3.477136948500399e+21 0.729296247273981 0.16009577464075944 -272 GBM_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 1.5454510260038087e+21 0.3241435843061595 0.07115629405512552 -273 GBM_grid_1_AutoML_20190416_021340_model_7 floor 1.3709373848681322e+21 0.2875410157379999 0.06312126495595674 -274 GBM_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 1.2965857697700124e+21 0.2719464749784811 0.059697937203491105 -275 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 1.0389720601538163e+21 0.2179144611544506 0.04783678045012493 -276 GBM_grid_1_AutoML_20190416_021340_model_7 room_count 8.373571638355076e+20 0.17562766329252325 0.03855394417325163 -277 GBM_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 7.629052029081905e+20 0.1600120759542395 0.03512599625669834 -278 GBM_grid_1_AutoML_20190416_021340_model_7 bathroom_count 6.330662849136107e+20 0.13277960365130098 0.029147899200778517 -279 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 5.468365665357896e+20 0.11469374423654348 0.025177674914183896 -280 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 5.1250840614173934e+20 0.10749374063530559 0.023597123583685417 -281 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_district 4.303824873712433e+20 0.09026861397209454 0.01981584813253672 -282 GBM_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 3.916003021300957e+20 0.08213442122203579 0.018030222751540245 -283 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 2.0894997588171398e+20 0.04382526070600793 0.009620561037832579 -284 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 1.3256694708058037e+20 0.027804650334560903 0.0061037020971461 -285 GBM_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 1.2768370807837137e+20 0.02678043761829476 0.00587886599135171 -286 GBM_grid_1_AutoML_20190416_021340_model_7 heat_type_central 9.429263945444203e+19 0.019776980060949474 0.004341460626936536 -287 GBM_2_AutoML_20190416_020809 city 3.273964932610927e+20 1.0 0.18074029716129886 -288 GBM_2_AutoML_20190416_020809 exclusive_use_area 3.176598867885781e+20 0.9702605047001838 0.17536517194338305 -289 GBM_2_AutoML_20190416_020809 supply_area 3.129039448445865e+20 0.955733953433189 0.17273963875065754 -290 GBM_2_AutoML_20190416_020809 bathroom_count 1.2881823695246878e+20 0.3934624823538919 0.07111452598246475 -291 GBM_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.1466556077424771e+20 0.35023454170843554 0.06330149514453397 -292 GBM_2_AutoML_20190416_020809 total_household_count_in_sites 1.0941050212389696e+20 0.3341834881433629 0.06040042295343081 -293 GBM_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.0593871059631053e+20 0.32357924650043934 0.05848380916771858 -294 GBM_2_AutoML_20190416_020809 room_count 9.517985737712704e+19 0.29071740026617465 0.05254434931406868 -295 GBM_2_AutoML_20190416_020809 heat_type_individual 6.193978688406343e+19 0.18918891362305335 0.03419406046785396 -296 GBM_2_AutoML_20190416_020809 floor 5.774635948688854e+19 0.17638050704726663 0.03187906525718354 -297 GBM_2_AutoML_20190416_020809 heat_type_district 4.1294727640290165e+19 0.12613063514812414 0.022796888477815323 -298 GBM_2_AutoML_20190416_020809 total_household_count_of_area_type 4.031543221584868e+19 0.12313947475209475 0.022256265258979866 -299 GBM_2_AutoML_20190416_020809 heat_fuel_cogeneration 3.5266164758822257e+19 0.1077169899028153 0.019468800764355466 -300 GBM_2_AutoML_20190416_020809 heat_fuel_gas 2.3648313682392252e+19 0.07223142021723843 0.013055128354446324 -301 GBM_2_AutoML_20190416_020809 front_door_structure_stairway 1.49058284491081e+19 0.04552836928898006 0.00822881099455961 -302 GBM_2_AutoML_20190416_020809 heat_type_central 1.315838561419998e+19 0.04019097908817981 0.007264129503601169 -303 GBM_2_AutoML_20190416_020809 front_door_structure_corridor 5.840671737443779e+18 0.017839750448353002 0.003224361797318736 -304 GBM_2_AutoML_20190416_020809 front_door_structure_mixed 5.33060664405105e+18 0.01628180739187084 0.002942778706329768 -305 GBM_grid_1_AutoML_20190416_015849_model_7 supply_area 4.226008160913517e+21 1.0 0.2035357422064216 -306 GBM_grid_1_AutoML_20190416_015849_model_7 exclusive_use_area 3.56090390156949e+21 0.8426164280761222 0.17150256008379738 -307 GBM_grid_1_AutoML_20190416_015849_model_7 city 2.7547058065496196e+21 0.6518458322035392 0.1326739252617099 -308 GBM_grid_1_AutoML_20190416_015849_model_7 total_parking_capacity_in_site 1.5348527894432108e+21 0.3631921025707221 0.07392257416024273 -309 GBM_grid_1_AutoML_20190416_015849_model_7 apartment_building_count_in_sites 1.5207641224339123e+21 0.3598583023335136 0.07324402665459455 -310 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_in_sites 1.345381990257595e+21 0.3183576413081914 0.06479715881074848 -311 GBM_grid_1_AutoML_20190416_015849_model_7 floor 9.042147187849387e+20 0.213964262338168 0.043549374940648526 -312 GBM_grid_1_AutoML_20190416_015849_model_7 total_household_count_of_area_type 8.356883690673343e+20 0.1977488772493727 0.040248964501437626 -313 GBM_grid_1_AutoML_20190416_015849_model_7 bathroom_count 8.052332691684506e+20 0.19054228920239163 0.03878216625451941 -314 GBM_grid_1_AutoML_20190416_015849_model_7 room_count 7.135546174539762e+20 0.16884837659653984 0.034366679650926116 -315 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_gas 6.315243649911897e+20 0.14943756399530378 0.03041588550130378 -316 GBM_grid_1_AutoML_20190416_015849_model_7 heat_fuel_cogeneration 5.835587771598803e+20 0.13808747047798767 0.02810573579314455 -317 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_individual 4.749861380807207e+20 0.11239593488575875 0.022876590027957538 -318 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_district 4.363404330189057e+20 0.10325120454206221 0.021015310550175678 -319 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_corridor 1.3883343328318272e+20 0.03285214509693984 0.006686585735378703 -320 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_stairway 1.3698513664470522e+20 0.03241478279944773 0.006597566875545542 -321 GBM_grid_1_AutoML_20190416_015849_model_7 heat_type_central 1.0759539314439225e+20 0.025460289958629385 0.005182079013520335 -322 GBM_grid_1_AutoML_20190416_015849_model_7 front_door_structure_mixed 5.1846692353544815e+19 0.012268478994687353 0.0024970739779275834 -323 DRF_1_AutoML_20190416_021340 supply_area 9.973245300184984e+20 1.0 0.2317116818016925 -324 DRF_1_AutoML_20190416_021340 exclusive_use_area 7.764448529754148e+20 0.7785277806823956 0.1803939813912571 -325 DRF_1_AutoML_20190416_021340 city 6.675545693850373e+20 0.669345382864147 0.15509514436964925 -326 DRF_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.4987020986158363e+20 0.25054052351138806 0.0580531660623002 -327 DRF_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.4683844288743316e+20 0.24750062337567771 0.057348785689345566 -328 DRF_1_AutoML_20190416_021340 total_household_count_in_sites 2.2599112188266073e+20 0.2265973763610016 0.05250525916845876 -329 DRF_1_AutoML_20190416_021340 floor 2.2293666098851296e+20 0.22353472142551023 0.0517956062425778 -330 DRF_1_AutoML_20190416_021340 room_count 1.412621753041027e+20 0.1416411319006488 0.03281990488499469 -331 DRF_1_AutoML_20190416_021340 total_household_count_of_area_type 1.4070406320184361e+20 0.14108152258045215 0.032690236868260024 -332 DRF_1_AutoML_20190416_021340 bathroom_count 1.4044575713415345e+20 0.14082252356868075 0.032630223771657495 -333 DRF_1_AutoML_20190416_021340 heat_type_district 1.2819366157133388e+20 0.12853755995448757 0.029783654191740196 -334 DRF_1_AutoML_20190416_021340 heat_fuel_cogeneration 1.2718923570912795e+20 0.12753043957193036 0.029550292634121098 -335 DRF_1_AutoML_20190416_021340 heat_type_individual 7.457215074237258e+19 0.07477220152299816 0.017325592566908975 -336 DRF_1_AutoML_20190416_021340 heat_fuel_gas 5.3038228706519155e+19 0.05318051156882244 0.01232254577468621 -337 DRF_1_AutoML_20190416_021340 front_door_structure_corridor 3.4951766005929476e+19 0.03504552926747043 0.00812045852619601 -338 DRF_1_AutoML_20190416_021340 front_door_structure_stairway 2.8767241798108054e+19 0.028844414162333378 0.006683587716138823 -339 DRF_1_AutoML_20190416_021340 front_door_structure_mixed 2.8151227214507016e+19 0.028226747028858166 0.0065404670258476525 -340 DRF_1_AutoML_20190416_021340 heat_type_central 1.9925734547626394e+19 0.019979188266087078 0.004629411314167677 -341 GBM_4_AutoML_20190416_015849 supply_area 4.6469530737906287e+20 1.0 0.25392549877188986 -342 GBM_4_AutoML_20190416_015849 exclusive_use_area 3.8462510591660104e+20 0.8276931137650876 0.21017238674285846 -343 GBM_4_AutoML_20190416_015849 city 3.4325954333920304e+20 0.7386765863318654 0.1875688206154359 -344 GBM_4_AutoML_20190416_015849 apartment_building_count_in_sites 1.3456532265820278e+20 0.28957753719779805 0.07353112056608636 -345 GBM_4_AutoML_20190416_015849 total_parking_capacity_in_site 9.112229003472667e+19 0.19609040286777865 0.04979235335258152 -346 GBM_4_AutoML_20190416_015849 floor 6.736081461560371e+19 0.14495695038438577 0.03680826592680725 -347 GBM_4_AutoML_20190416_015849 total_household_count_in_sites 5.467916185004461e+19 0.11766669682644662 0.02987857468049621 -348 GBM_4_AutoML_20190416_015849 heat_type_individual 5.324246958844831e+19 0.11457501021205102 0.02909351661488943 -349 GBM_4_AutoML_20190416_015849 heat_fuel_gas 4.523272529219315e+19 0.09733845936020127 0.024716716842726444 -350 GBM_4_AutoML_20190416_015849 heat_fuel_cogeneration 3.968723724243514e+19 0.08540485908126748 0.021686471439753816 -351 GBM_4_AutoML_20190416_015849 total_household_count_of_area_type 3.965426068969488e+19 0.0853338952642962 0.021668451917134627 -352 GBM_4_AutoML_20190416_015849 bathroom_count 3.8485554596159685e+19 0.08281890086909381 0.02102983071092435 -353 GBM_4_AutoML_20190416_015849 heat_type_district 2.4846572449458815e+19 0.05346852454696919 0.013577021764186188 -354 GBM_4_AutoML_20190416_015849 room_count 2.4258738348877677e+19 0.05220353630360475 0.013255808993549298 -355 GBM_4_AutoML_20190416_015849 front_door_structure_stairway 1.2482513617582817e+19 0.026861716525578207 0.006820874766626563 -356 GBM_4_AutoML_20190416_015849 heat_type_central 5.328988712690778e+18 0.011467705027509127 0.002911942718879164 -357 GBM_4_AutoML_20190416_015849 front_door_structure_corridor 4.245012359581532e+18 0.00913504460271809 0.0023196207570486517 -358 GBM_4_AutoML_20190416_015849 front_door_structure_mixed 2.2742397464965284e+18 0.004894045001925052 0.0012427228181258936 -359 XGBoost_2_AutoML_20190416_020809 supply_area 7.036118657453932e+20 1.0 0.25945025067745703 -360 XGBoost_2_AutoML_20190416_020809 exclusive_use_area 5.725876214395128e+20 0.8137833503318256 0.21113629424073302 -361 XGBoost_2_AutoML_20190416_020809 city 4.098626449096877e+20 0.5825124118330308 0.15113299127280996 -362 XGBoost_2_AutoML_20190416_020809 total_parking_capacity_in_site 1.6520311740915778e+20 0.23479296676463052 0.06091709408438723 -363 XGBoost_2_AutoML_20190416_020809 total_household_count_in_sites 1.448782403494394e+20 0.2059064768556143 0.05342248703630114 -364 XGBoost_2_AutoML_20190416_020809 apartment_building_count_in_sites 1.4278785763880468e+20 0.2029355452775628 0.052651678093630104 -365 XGBoost_2_AutoML_20190416_020809 heat_fuel_cogeneration 1.0328040813969696e+20 0.14678605232201938 0.03808367807090226 -366 XGBoost_2_AutoML_20190416_020809 total_household_count_of_area_type 9.834484997619188e+19 0.13977144895361762 0.03626373746856748 -367 XGBoost_2_AutoML_20190416_020809 floor 8.117021446754009e+19 0.11536220240053782 0.029930752331523074 -368 XGBoost_2_AutoML_20190416_020809 bathroom_count 6.794430784427839e+19 0.09656503983527831 0.025053823791941585 -369 XGBoost_2_AutoML_20190416_020809 heat_type_district 5.700139198055868e+19 0.08101255074795033 0.021018726599575925 -370 XGBoost_2_AutoML_20190416_020809 heat_type_individual 5.5919868363013095e+19 0.07947544816313272 0.020619924948628028 -371 XGBoost_2_AutoML_20190416_020809 heat_fuel_gas 4.727842824832156e+19 0.06719390412530306 0.017433475269306893 -372 XGBoost_2_AutoML_20190416_020809 front_door_structure_stairway 2.429940928398911e+19 0.03453524658548328 0.00896017838381143 -373 XGBoost_2_AutoML_20190416_020809 room_count 2.071312780962562e+19 0.02943828667198857 0.007637770856562278 -374 XGBoost_2_AutoML_20190416_020809 heat_type_central 7.387318460352561e+18 0.010499138544979731 0.0027240041273923427 -375 XGBoost_2_AutoML_20190416_020809 front_door_structure_corridor 6.364506564706959e+18 0.009045479296976496 0.0023468518710983 -376 XGBoost_2_AutoML_20190416_020809 front_door_structure_mixed 3.2984730357989376e+18 0.004687915591509528 0.0012162808753719064 -377 GBM_4_AutoML_20190416_020809 supply_area 6.302385169288313e+20 1.0 0.3381956740020234 -378 GBM_4_AutoML_20190416_020809 city 3.462015197957828e+20 0.5493182509422494 0.18577705611902665 -379 GBM_4_AutoML_20190416_020809 exclusive_use_area 2.2767545055111125e+20 0.3612528343405282 0.12217414579493623 -380 GBM_4_AutoML_20190416_020809 total_parking_capacity_in_site 1.0620772150920872e+20 0.16851988359385223 0.05699269561476538 -381 GBM_4_AutoML_20190416_020809 apartment_building_count_in_sites 9.144734965236236e+19 0.14509958880010648 0.04907205323166845 -382 GBM_4_AutoML_20190416_020809 total_household_count_in_sites 8.762670507551516e+19 0.1390373687449672 0.04702183663417204 -383 GBM_4_AutoML_20190416_020809 floor 6.283909063856095e+19 0.0997068394752791 0.03372042177895357 -384 GBM_4_AutoML_20190416_020809 heat_type_district 6.0825440645405475e+19 0.09651177928922756 0.03263986624585484 -385 GBM_4_AutoML_20190416_020809 total_household_count_of_area_type 5.551274999357322e+19 0.08808212843621221 0.02978899479401758 -386 GBM_4_AutoML_20190416_020809 heat_fuel_cogeneration 4.855643899179722e+19 0.07704454375212422 0.02605613140242803 -387 GBM_4_AutoML_20190416_020809 heat_type_individual 4.293991809283837e+19 0.06813280518316417 0.023042219970568757 -388 GBM_4_AutoML_20190416_020809 bathroom_count 3.5706143132769845e+19 0.056654968196432696 0.019160465154755755 -389 GBM_4_AutoML_20190416_020809 front_door_structure_stairway 2.606345914252316e+19 0.04135491316768622 0.013986052732040793 -390 GBM_4_AutoML_20190416_020809 heat_fuel_gas 1.7641379294154326e+19 0.027991591786743257 0.009466635250707138 -391 GBM_4_AutoML_20190416_020809 room_count 1.421407510653934e+19 0.022553485267458578 0.007627491151122858 -392 GBM_4_AutoML_20190416_020809 heat_type_central 4.333739649408172e+18 0.006876348450625643 0.0023255512989321086 -393 GBM_4_AutoML_20190416_020809 front_door_structure_corridor 4.1719069309623337e+18 0.006619568336273932 0.002238709375088615 -394 GBM_4_AutoML_20190416_020809 front_door_structure_mixed 1.3305609396525466e+18 0.002111202193950958 0.0007139994489377947 -395 XGBoost_grid_1_AutoML_20190416_021340_model_10 supply_area 9.025476832353698e+20 1.0 0.2654082302984743 -396 XGBoost_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 6.09941778570691e+20 0.6758000600968005 0.1793628979858944 -397 XGBoost_grid_1_AutoML_20190416_021340_model_10 city 4.9507870152762956e+20 0.548534676586745 0.14558561777023393 -398 XGBoost_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.6293274225109736e+20 0.29132282663289355 0.07731947586218552 -399 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 2.050794310691518e+20 0.22722282144030542 0.060306806921897695 -400 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.704344354044416e+20 0.1888370427072439 0.05011890531972702 -401 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 1.591014260093265e+20 0.17628035500461797 0.04678625705816246 -402 XGBoost_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 1.0570256188694331e+20 0.11711576446357992 0.031083487786331694 -403 XGBoost_grid_1_AutoML_20190416_021340_model_10 bathroom_count 1.035932060036597e+20 0.11477865150825972 0.030463198772852525 -404 XGBoost_grid_1_AutoML_20190416_021340_model_10 floor 8.952450612552165e+19 0.0991908879590743 0.026326078034952155 -405 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 8.236686135056033e+19 0.0912603986254767 0.024221260895521093 -406 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 6.534308763333244e+19 0.0723984880212606 0.01921515458200807 -407 XGBoost_grid_1_AutoML_20190416_021340_model_10 room_count 5.2015885202826985e+19 0.05763228488534282 0.015296082739476349 -408 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_district 4.2074149442988016e+19 0.046617093173586664 0.012372560200860723 -409 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 3.2184882378026516e+19 0.035660035448379986 0.009464466900735392 -410 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 1.0378764144089235e+19 0.011499408105380535 0.0030520375547289794 -411 XGBoost_grid_1_AutoML_20190416_021340_model_10 heat_type_central 8.493582738790547e+18 0.00941067480040892 0.0024976705446909794 -412 XGBoost_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 3.80803042969754e+18 0.0042192013789751955 0.0011198107712666891 -413 GBM_2_AutoML_20190416_021340 supply_area 6.365543228250092e+20 1.0 0.346712471523297 -414 GBM_2_AutoML_20190416_021340 city 3.10520133266824e+20 0.4878140358685255 0.16913121001973072 -415 GBM_2_AutoML_20190416_021340 exclusive_use_area 2.2010430144317594e+20 0.3457745765771562 0.11988435803498734 -416 GBM_2_AutoML_20190416_021340 apartment_building_count_in_sites 9.231065979421301e+19 0.14501615413518998 0.050278909211015105 -417 GBM_2_AutoML_20190416_021340 total_parking_capacity_in_site 8.698822307131215e+19 0.13665483047112303 0.04737993401824022 -418 GBM_2_AutoML_20190416_021340 total_household_count_in_sites 8.41468211423483e+19 0.1321911078522053 0.04583230571684081 -419 GBM_2_AutoML_20190416_021340 heat_type_individual 7.3229409550346486e+19 0.11504031458832381 0.03988591179573535 -420 GBM_2_AutoML_20190416_021340 floor 6.325840479097612e+19 0.0993762865520058 0.03445499792125331 -421 GBM_2_AutoML_20190416_021340 heat_type_district 6.248964385302118e+19 0.09816859553430413 0.03403627638366948 -422 GBM_2_AutoML_20190416_021340 total_household_count_of_area_type 4.811259253594312e+19 0.07558285414262975 0.026205518164576027 -423 GBM_2_AutoML_20190416_021340 heat_fuel_cogeneration 4.059894348809398e+19 0.06377922831144571 0.02211305387970998 -424 GBM_2_AutoML_20190416_021340 bathroom_count 3.794622655054951e+19 0.059611921857894684 0.020668196759604317 -425 GBM_2_AutoML_20190416_021340 heat_fuel_gas 3.0697669756157166e+19 0.048224744778924473 0.01672012045088112 -426 GBM_2_AutoML_20190416_021340 front_door_structure_stairway 1.605785824978482e+19 0.02522621820950099 0.008746244462602089 -427 GBM_2_AutoML_20190416_021340 front_door_structure_corridor 1.3283248353673478e+19 0.02086742305781982 0.007234995822698946 -428 GBM_2_AutoML_20190416_021340 room_count 1.1773592500457964e+19 0.018495817369061467 0.006412730552870825 -429 GBM_2_AutoML_20190416_021340 heat_type_central 6.743085460580467e+18 0.01059310292742158 0.003672760897067009 -430 GBM_2_AutoML_20190416_021340 front_door_structure_mixed 1.1566702895017492e+18 0.0018170802522689358 0.0006300043852203387 -431 GBM_4_AutoML_20190416_021340 supply_area 4.738434552283917e+20 1.0 0.2564043808855668 -432 GBM_4_AutoML_20190416_021340 city 3.558599114091439e+20 0.7510073368801096 0.1925615712532628 -433 GBM_4_AutoML_20190416_021340 exclusive_use_area 3.046667203886375e+20 0.6429691431356558 0.1648601050742212 -434 GBM_4_AutoML_20190416_021340 apartment_building_count_in_sites 1.3235059837660614e+20 0.27931291846758416 0.0716170559330217 -435 GBM_4_AutoML_20190416_021340 total_parking_capacity_in_site 9.561616997930762e+19 0.2017885209224232 0.051739460776928155 -436 GBM_4_AutoML_20190416_021340 total_household_count_in_sites 7.738088398185195e+19 0.16330474364060701 0.041872051688846036 -437 GBM_4_AutoML_20190416_021340 room_count 6.957873627701392e+19 0.1468390784114072 0.037650182989884054 -438 GBM_4_AutoML_20190416_021340 floor 5.7883411412267565e+19 0.12215724576034898 0.03132165296986831 -439 GBM_4_AutoML_20190416_021340 bathroom_count 5.1845337755219395e+19 0.10941448527600751 0.02805435335710767 -440 GBM_4_AutoML_20190416_021340 heat_fuel_cogeneration 5.042806286896962e+19 0.10642346604674191 0.027287442923410996 -441 GBM_4_AutoML_20190416_021340 heat_type_district 4.957701887883844e+19 0.10462742142326817 0.02682692921368636 -442 GBM_4_AutoML_20190416_021340 total_household_count_of_area_type 4.012070430852304e+19 0.08467079974584629 0.021709963987919523 -443 GBM_4_AutoML_20190416_021340 heat_type_individual 3.5379924629878473e+19 0.0746658505873536 0.01914465119314463 -444 GBM_4_AutoML_20190416_021340 heat_fuel_gas 2.2747670722732098e+19 0.04800672135857139 0.01230913366829041 -445 GBM_4_AutoML_20190416_021340 front_door_structure_stairway 1.289871945062626e+19 0.027221478545924202 0.006979706353357434 -446 GBM_4_AutoML_20190416_021340 front_door_structure_corridor 7.343379776683377e+18 0.015497480646100473 0.003973621930349445 -447 GBM_4_AutoML_20190416_021340 front_door_structure_mixed 5.996227893762458e+18 0.012654449117319319 0.003244656191374167 -448 GBM_4_AutoML_20190416_021340 heat_type_central 4.514888863008686e+18 0.009528228813105622 0.002443079609760366 -449 XRT_1_AutoML_20190416_020809 supply_area 9.494331108435522e+20 1.0 0.206812255042546 -450 XRT_1_AutoML_20190416_020809 exclusive_use_area 8.231987614007291e+20 0.8670423982468165 0.17931499359892136 -451 XRT_1_AutoML_20190416_020809 city 6.835119487647178e+20 0.7199158539535567 0.14888742119701528 -452 XRT_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.002703979117659e+20 0.31626282513465503 0.0654070280522244 -453 XRT_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.7439720046033633e+20 0.28901161896127675 0.05977114465087869 -454 XRT_1_AutoML_20190416_020809 room_count 2.4799319397938862e+20 0.2612013328238065 0.05401963666141001 -455 XRT_1_AutoML_20190416_020809 floor 2.4391087443122376e+20 0.2569015885853337 0.05313039685934526 -456 XRT_1_AutoML_20190416_020809 total_household_count_in_sites 2.2828718363643373e+20 0.2404457786748191 0.049727133703200255 -457 XRT_1_AutoML_20190416_020809 heat_fuel_gas 1.7674512197448054e+20 0.18615858237495642 0.038499876216488295 -458 XRT_1_AutoML_20190416_020809 total_household_count_of_area_type 1.731447579551885e+20 0.18236646265828338 0.037715619386491844 -459 XRT_1_AutoML_20190416_020809 bathroom_count 1.4676994570698149e+20 0.15458692564090099 0.03197047069188911 -460 XRT_1_AutoML_20190416_020809 heat_type_district 1.030771568182328e+20 0.1085670550573603 0.022452997479740933 -461 XRT_1_AutoML_20190416_020809 heat_fuel_cogeneration 9.588809239899616e+19 0.10099510044873147 0.020887024472050607 -462 XRT_1_AutoML_20190416_020809 front_door_structure_stairway 4.474503031262334e+19 0.04712815447616766 0.009746679903209692 -463 XRT_1_AutoML_20190416_020809 heat_type_individual 4.172101269642543e+19 0.043943077421596505 0.009087966935069561 -464 XRT_1_AutoML_20190416_020809 front_door_structure_corridor 2.5147933193469428e+19 0.026487314278649917 0.005477901195988217 -465 XRT_1_AutoML_20190416_020809 heat_type_central 2.2021658796865094e+19 0.023194534238751473 0.004796913930577735 -466 XRT_1_AutoML_20190416_020809 front_door_structure_mixed 1.0533767795814957e+19 0.011094797174764547 0.0022945400229527242 -467 GBM_3_AutoML_20190416_020809 supply_area 6.102433790082364e+20 1.0 0.3350493530209352 -468 GBM_3_AutoML_20190416_020809 city 3.591136565868028e+20 0.5884761210689938 0.1971685436324359 -469 GBM_3_AutoML_20190416_020809 exclusive_use_area 2.4261489326970372e+20 0.3975707096798 0.13320580905829105 -470 GBM_3_AutoML_20190416_020809 total_parking_capacity_in_site 9.530626602994919e+19 0.156177468381288 0.052327159737598106 -471 GBM_3_AutoML_20190416_020809 apartment_building_count_in_sites 8.69779844190343e+19 0.1425299928044944 0.047754581875224404 -472 GBM_3_AutoML_20190416_020809 heat_fuel_gas 6.401145590679339e+19 0.10489496176234536 0.03514498907362955 -473 GBM_3_AutoML_20190416_020809 total_household_count_in_sites 6.06160848353839e+19 0.0993309995987122 0.03328078715047129 -474 GBM_3_AutoML_20190416_020809 floor 5.431199533511161e+19 0.08900054831136243 0.02981957613023047 -475 GBM_3_AutoML_20190416_020809 bathroom_count 5.0670892210987205e+19 0.08303390737862197 0.027820456946007547 -476 GBM_3_AutoML_20190416_020809 heat_type_district 4.756010553517172e+19 0.07793629094750049 0.026112503858811406 -477 GBM_3_AutoML_20190416_020809 total_household_count_of_area_type 3.9339910315313725e+19 0.06446593550797503 0.021599269983836364 -478 GBM_3_AutoML_20190416_020809 heat_fuel_cogeneration 3.1947563788287345e+19 0.05235216781902381 0.01754055995700735 -479 GBM_3_AutoML_20190416_020809 room_count 2.9376210711198302e+19 0.04813851607688121 0.016128778666946935 -480 GBM_3_AutoML_20190416_020809 front_door_structure_corridor 1.530392092759556e+19 0.02507838913790002 0.00840249805546065 -481 GBM_3_AutoML_20190416_020809 heat_type_individual 1.437848727926394e+19 0.02356188985226151 0.007894395950950758 -482 GBM_3_AutoML_20190416_020809 front_door_structure_stairway 1.1921631845533352e+19 0.0195358643053339 0.006545478696206904 -483 GBM_3_AutoML_20190416_020809 heat_type_central 4.98625829392928e+18 0.008170933869094843 0.0027376661064170736 -484 GBM_3_AutoML_20190416_020809 front_door_structure_mixed 2.6730043014664684e+18 0.004380226633201032 0.0014675920995390747 -485 DRF_1_AutoML_20190416_020809 supply_area 1.1170797477099072e+21 1.0 0.2156242144548846 -486 DRF_1_AutoML_20190416_020809 city 8.535736409312503e+20 0.7641116425941271 0.1647609726901902 -487 DRF_1_AutoML_20190416_020809 exclusive_use_area 8.532812587991921e+20 0.7638499046719621 0.1647045356563303 -488 DRF_1_AutoML_20190416_020809 apartment_building_count_in_sites 3.478747477948393e+20 0.31141442543203135 0.067148490853701 -489 DRF_1_AutoML_20190416_020809 total_parking_capacity_in_site 2.8327627582411584e+20 0.25358643946849124 0.05467937680680457 -490 DRF_1_AutoML_20190416_020809 total_household_count_in_sites 2.78551524825981e+20 0.24935688378294513 0.0537673821846155 -491 DRF_1_AutoML_20190416_020809 floor 2.66502443090114e+20 0.23857065141182884 0.051441609302665704 -492 DRF_1_AutoML_20190416_020809 heat_fuel_cogeneration 2.517990171394934e+20 0.22540827336248756 0.04860348187541827 -493 DRF_1_AutoML_20190416_020809 room_count 2.208323892469962e+20 0.19768721946639733 0.042626151405212295 -494 DRF_1_AutoML_20190416_020809 bathroom_count 2.0065042231060962e+20 0.1796204995408405 0.0387305291134877 -495 DRF_1_AutoML_20190416_020809 total_household_count_of_area_type 1.8004527533892462e+20 0.16117495255645822 0.0347532225347896 -496 DRF_1_AutoML_20190416_020809 heat_fuel_gas 1.029050964426254e+20 0.09211974046936948 0.019863246674495637 -497 DRF_1_AutoML_20190416_020809 heat_type_individual 5.433164580692322e+19 0.04863721316074967 0.010487360881061423 -498 DRF_1_AutoML_20190416_020809 front_door_structure_mixed 4.485443171958705e+19 0.04015329416860508 0.00865802251288137 -499 DRF_1_AutoML_20190416_020809 heat_type_district 3.921345768202646e+19 0.03510354364799544 0.0075691740236817715 -500 DRF_1_AutoML_20190416_020809 front_door_structure_corridor 3.179746505793313e+19 0.02846481204508469 0.006137702736827323 -501 DRF_1_AutoML_20190416_020809 front_door_structure_stairway 3.11031278630391e+19 0.027843247473425883 0.006003678364330407 -502 DRF_1_AutoML_20190416_020809 heat_type_central 2.3006605711073346e+19 0.0205953118013629 0.0044408479286222905 -503 GBM_3_AutoML_20190416_021340 supply_area 3.9495949487090486e+20 1.0 0.21856462602590887 -504 GBM_3_AutoML_20190416_021340 city 3.359772931104891e+20 0.8506626564840669 0.18592476538864627 -505 GBM_3_AutoML_20190416_021340 exclusive_use_area 3.2979508227513254e+20 0.8350098847045777 0.18250362317839333 -506 GBM_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.1500419276341667e+20 0.29117971401347514 0.06364158529968629 -507 GBM_3_AutoML_20190416_021340 apartment_building_count_in_sites 9.92769103811041e+19 0.2513597259221567 0.05493834449415114 -508 GBM_3_AutoML_20190416_021340 heat_fuel_gas 8.790487272124947e+19 0.22256680460354994 0.04864523041395643 -509 GBM_3_AutoML_20190416_021340 total_household_count_in_sites 8.35578963262324e+19 0.21156067245210514 0.046239679256284166 -510 GBM_3_AutoML_20190416_021340 room_count 7.3197893149047914e+19 0.18533012650568922 0.04050660979105035 -511 GBM_3_AutoML_20190416_021340 total_household_count_of_area_type 5.1183137086182e+19 0.1295908510894555 0.02832397590474609 -512 GBM_3_AutoML_20190416_021340 floor 4.986117226587436e+19 0.12624376148286248 0.027592420516605876 -513 GBM_3_AutoML_20190416_021340 bathroom_count 4.979736100904475e+19 0.12608219742969173 0.027557108329745384 -514 GBM_3_AutoML_20190416_021340 heat_type_district 4.970477333389299e+19 0.12584777421325022 0.02750587170711205 -515 GBM_3_AutoML_20190416_021340 heat_type_individual 2.531103035028721e+19 0.06408512943475454 0.01400674234872909 -516 GBM_3_AutoML_20190416_021340 heat_fuel_cogeneration 2.1285553354255106e+19 0.05389300328433028 0.011779104108252728 -517 GBM_3_AutoML_20190416_021340 front_door_structure_stairway 1.8540422464396067e+19 0.04694259210164355 0.010259990087382508 -518 GBM_3_AutoML_20190416_021340 front_door_structure_corridor 1.299036924235953e+19 0.03289038347237485 0.0071886743634883435 -519 GBM_3_AutoML_20190416_021340 heat_type_central 5.246283448049467e+18 0.013283092358025854 0.0029032141136995284 -520 GBM_3_AutoML_20190416_021340 front_door_structure_mixed 3.4667274519068017e+18 0.008777425272533135 0.001918434672161566 -521 XGBoost_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.413198389263844e+20 1.0 0.2019751738695601 -522 XGBoost_grid_1_AutoML_20190416_015849_model_4 city 7.599362752225907e+20 0.9032667958862731 0.18243746814973047 -523 XGBoost_grid_1_AutoML_20190416_015849_model_4 supply_area 6.49953587247599e+20 0.7725404265719094 0.1560339869781255 -524 XGBoost_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 3.240229804808434e+20 0.38513650277679407 0.0777880121118573 -525 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 2.820988835887212e+20 0.3353051604592019 0.06772331808310805 -526 XGBoost_grid_1_AutoML_20190416_015849_model_4 room_count 2.6598546151882673e+20 0.3161526083329416 0.06385497803736082 -527 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 2.360621030353215e+20 0.28058544695268617 0.05667129443353702 -528 XGBoost_grid_1_AutoML_20190416_015849_model_4 bathroom_count 1.5358242299565834e+20 0.1825493895302008 0.03687044469014436 -529 XGBoost_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 1.4964826483835955e+20 0.17787321529149605 0.03592597358523761 -530 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_district 1.3035554772214612e+20 0.1549417257157444 0.03129438199108717 -531 XGBoost_grid_1_AutoML_20190416_015849_model_4 floor 1.1623613836773504e+20 0.13815927426133798 0.02790474344062598 -532 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 1.010476166830327e+20 0.12010606669156935 0.0242584437028187 -533 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 9.417183391287502e+19 0.11193345212570825 0.022607778454910007 -534 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 2.849239467748963e+19 0.03386630548716054 0.006840152939088887 -535 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 1.5195562957166608e+19 0.018061576886808945 0.0036479901320716646 -536 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.724092602774716e+18 0.010369531537384888 0.0020943879352091996 -537 XGBoost_grid_1_AutoML_20190416_015849_model_4 heat_type_central 5.953183113046655e+18 0.007076004674564151 0.0014291772744469146 -538 XGBoost_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 2.6754518143498977e+18 0.0031800650484648803 0.0006422941910802052 -539 XRT_1_AutoML_20190416_015849 supply_area 1.3856047644295477e+21 1.0 0.24183329156384445 -540 XRT_1_AutoML_20190416_015849 city 1.0793112242286389e+21 0.7789459533743668 0.18837506385486003 -541 XRT_1_AutoML_20190416_015849 exclusive_use_area 8.787476369483445e+20 0.6341979036930666 0.1533701665529843 -542 XRT_1_AutoML_20190416_015849 apartment_building_count_in_sites 3.428062278892105e+20 0.2474054915871652 0.05983088438149519 -543 XRT_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.9779581065401414e+20 0.21492117976125494 0.051975096328448996 -544 XRT_1_AutoML_20190416_015849 floor 2.7349641016611806e+20 0.19738414386783398 0.04773405721406972 -545 XRT_1_AutoML_20190416_015849 total_household_count_in_sites 2.5591331928188702e+20 0.18469431244143153 0.04466523351083249 -546 XRT_1_AutoML_20190416_015849 bathroom_count 2.3628724783231795e+20 0.17053004860992751 0.04123984296588117 -547 XRT_1_AutoML_20190416_015849 total_household_count_of_area_type 1.8613252355401345e+20 0.1343330568227687 0.032486205297283105 -548 XRT_1_AutoML_20190416_015849 room_count 1.4047756380652175e+20 0.10138357445989025 0.024517923522143374 -549 XRT_1_AutoML_20190416_015849 heat_type_district 1.4009579577717188e+20 0.1011080499819508 0.024451292530736867 -550 XRT_1_AutoML_20190416_015849 heat_fuel_gas 1.1994803684654868e+20 0.08656728089119352 0.02093485047964922 -551 XRT_1_AutoML_20190416_015849 heat_type_individual 1.1448061412236277e+20 0.08262140623447865 0.019980606623317514 -552 XRT_1_AutoML_20190416_015849 heat_fuel_cogeneration 1.1392588851591722e+20 0.08222105714454613 0.01988378888512454 -553 XRT_1_AutoML_20190416_015849 front_door_structure_stairway 7.2665865860646175e+19 0.052443429559483834 0.012682567191266592 -554 XRT_1_AutoML_20190416_015849 front_door_structure_mixed 4.138696347172104e+19 0.029869241600623403 0.007223377012794472 -555 XRT_1_AutoML_20190416_015849 front_door_structure_corridor 3.109235045006364e+19 0.02243955220727343 0.005426630771503665 -556 XRT_1_AutoML_20190416_015849 heat_type_central 1.9418263751919403e+19 0.014014287660099007 0.0033891213137643107 -557 XGBoost_grid_1_AutoML_20190416_020809_model_2 supply_area 8.618346500227313e+20 1.0 0.23948476962851303 -558 XGBoost_grid_1_AutoML_20190416_020809_model_2 city 7.929333052674041e+20 0.9200527099328045 0.2203386112843468 -559 XGBoost_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 6.259336386350185e+20 0.7262804281755314 0.17393310102731493 -560 XGBoost_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 2.0722319726833828e+20 0.24044426301828623 0.05758273893743188 -561 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 1.7653533515590087e+20 0.20483666460990477 0.04905526143557603 -562 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 1.594452652855646e+20 0.1850067936829404 0.04430630936486882 -563 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 1.49646857463476e+20 0.1736375503810725 0.041583548751870474 -564 XGBoost_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.393663885593983e+20 0.16170896419135902 0.03872683403623308 -565 XGBoost_grid_1_AutoML_20190416_020809_model_2 room_count 1.3442092599515021e+20 0.1559706679136245 0.03735259947409967 -566 XGBoost_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 8.416441332839272e+19 0.09765726328846587 0.023387427201189293 -567 XGBoost_grid_1_AutoML_20190416_020809_model_2 floor 6.99349604522273e+19 0.08114661025799175 0.019433377263769886 -568 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_district 6.962890039551957e+19 0.08079148406679063 0.019348329949681036 -569 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 6.635766858493251e+19 0.07699582348328915 0.01843932704925316 -570 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 2.3231194155186127e+19 0.026955511889169684 0.006455434554996446 -571 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 1.7902913527983636e+19 0.02077302592499784 0.004974823328135236 -572 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.363238177839933e+19 0.015817862252393507 0.003788137097530011 -573 XGBoost_grid_1_AutoML_20190416_020809_model_2 heat_type_central 3.8205604642076754e+18 0.004433055069330186 0.0010616491720290514 -574 XGBoost_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.690824086417834e+18 0.0031222045740988275 0.0007477204431611473 -575 GBM_3_AutoML_20190416_015849 supply_area 4.7151231465564615e+20 1.0 0.2628691120651018 -576 GBM_3_AutoML_20190416_015849 city 3.4413158800142474e+20 0.7298464479188633 0.19185408770830012 -577 GBM_3_AutoML_20190416_015849 exclusive_use_area 3.3681964216266785e+20 0.7143390144723012 0.18777766244779368 -578 GBM_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.0320214930007838e+20 0.21887476974052894 0.05753541637514644 -579 GBM_3_AutoML_20190416_015849 apartment_building_count_in_sites 9.258548492459888e+19 0.19635857229352685 0.051616603545170496 -580 GBM_3_AutoML_20190416_015849 total_household_count_in_sites 8.674992811524751e+19 0.18398231693821726 0.0483632682892293 -581 GBM_3_AutoML_20190416_015849 floor 5.589223543678383e+19 0.11853823049691274 0.031160039396491816 -582 GBM_3_AutoML_20190416_015849 bathroom_count 5.327604427551408e+19 0.11298971971585202 0.02970150729419074 -583 GBM_3_AutoML_20190416_015849 heat_type_individual 4.466693420072567e+19 0.09473121446116783 0.024901910230255918 -584 GBM_3_AutoML_20190416_015849 heat_type_district 4.120463805555671e+19 0.08738825429331404 0.022971672811002777 -585 GBM_3_AutoML_20190416_015849 heat_fuel_gas 4.120133512262687e+19 0.08738124931629186 0.022969831418912918 -586 GBM_3_AutoML_20190416_015849 total_household_count_of_area_type 3.920547522760881e+19 0.0831483590332975 0.021857135308753196 -587 GBM_3_AutoML_20190416_015849 room_count 2.903770186733165e+19 0.061584185534026614 0.01618858016858206 -588 GBM_3_AutoML_20190416_015849 heat_fuel_cogeneration 2.582063199952883e+19 0.054761309931822454 0.014395056917300005 -589 GBM_3_AutoML_20190416_015849 front_door_structure_stairway 1.091785359567618e+19 0.023154970201891088 0.006086726456865 -590 GBM_3_AutoML_20190416_015849 heat_type_central 8.196000466488787e+18 0.017382367780732242 0.004569287584110118 -591 GBM_3_AutoML_20190416_015849 front_door_structure_mixed 4.699382516102988e+18 0.009966616713998299 0.0026199156859019346 -592 GBM_3_AutoML_20190416_015849 front_door_structure_corridor 4.5958324351443927e+18 0.009747004038485848 0.0025621862968917357 -593 GBM_grid_1_AutoML_20190416_021340_model_12 supply_area 5.854372144907077e+21 1.0 0.34272268271486 -594 GBM_grid_1_AutoML_20190416_021340_model_12 city 2.8581802301131074e+21 0.48821293887159845 0.16732164814618017 -595 GBM_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 2.3299002532606887e+21 0.3979761100919337 0.13639544010713198 -596 GBM_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 9.755632773565325e+20 0.1666384119781673 0.05711076359650156 -597 GBM_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 9.082557142880852e+20 0.155141438194736 0.05317048989834156 -598 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 7.258353706878621e+20 0.12398176144632209 0.0424913618905973 -599 GBM_grid_1_AutoML_20190416_021340_model_12 floor 7.182010656320274e+20 0.12267772663834083 0.04204443958285241 -600 GBM_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 6.141256226245181e+20 0.10490033899856666 0.03595172559928701 -601 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 3.6215791401304483e+20 0.06186110227517714 0.021201202927447038 -602 GBM_grid_1_AutoML_20190416_021340_model_12 heat_fuel_gas 3.3506267535803993e+20 0.05723289655399216 0.01961501184652626 -603 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_district 3.22875794028887e+20 0.055151224766223306 0.018901575706890276 -604 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 3.204732643651732e+20 0.05474084264423882 0.01876092844510554 -605 GBM_grid_1_AutoML_20190416_021340_model_12 bathroom_count 3.018643907048783e+20 0.05156221422778542 0.017671540386864942 -606 GBM_grid_1_AutoML_20190416_021340_model_12 room_count 2.028574851951839e+20 0.03465059619956971 0.011875545287185863 -607 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.1024548005012308e+20 0.01883130715324093 0.006453916106586265 -608 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 8.422365501489729e+19 0.014386453906618558 0.00493056407762999 -609 GBM_grid_1_AutoML_20190416_021340_model_12 heat_type_central 2.958791727708006e+19 0.005053986413012645 0.001732115781872146 -610 GBM_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 2.8168955739993276e+19 0.004811610031401649 0.0016490478981397048 -611 XGBoost_grid_1_AutoML_20190416_015849_model_1 supply_area 6.938442618410684e+20 1.0 0.24419937973032768 -612 XGBoost_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 4.4443315525868585e+20 0.6405373362595993 0.15641882020871048 -613 XGBoost_grid_1_AutoML_20190416_015849_model_1 city 4.3576685738511355e+20 0.6280470724494225 0.15336870553359716 -614 XGBoost_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 2.434514017161157e+20 0.3508732652340945 0.08568303373412063 -615 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.9192139070160293e+20 0.2766058628089719 0.06754698012772305 -616 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.6302100024439446e+20 0.2349533017853738 0.057375450561580776 -617 XGBoost_grid_1_AutoML_20190416_015849_model_1 room_count 1.1941409640791461e+20 0.17210504283923522 0.042027944709802714 -618 XGBoost_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 1.0909358768839983e+20 0.15723065490075172 0.038395628401356775 -619 XGBoost_grid_1_AutoML_20190416_015849_model_1 floor 9.076370850658333e+19 0.1308127969030803 0.031944403864521534 -620 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 8.649875567899836e+19 0.12466595234135082 0.03044334823524846 -621 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 8.110919597024503e+19 0.1168982730433301 0.028546485768727696 -622 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_district 6.583434063252973e+19 0.0948834547652564 0.02317048080034622 -623 XGBoost_grid_1_AutoML_20190416_015849_model_1 bathroom_count 4.9632174780134195e+19 0.07153215427398449 0.017468107704481123 -624 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 2.648870845870506e+19 0.03817673491803345 0.009322734987112911 -625 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 1.590147910901275e+19 0.02291793704082709 0.005596546010068677 -626 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 1.4567769305497207e+19 0.020995733634580512 0.00512714513054774 -627 XGBoost_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 4.833372301598654e+18 0.006966076636237693 0.0017011115937231721 -628 XGBoost_grid_1_AutoML_20190416_015849_model_1 heat_type_central 4.72705447499504e+18 0.0068128465348291905 0.0016636928980032007 -629 GBM_2_AutoML_20190416_015849 supply_area 4.6790598688528505e+20 1.0 0.26077123751780273 -630 GBM_2_AutoML_20190416_015849 city 3.45876803225775e+20 0.7392014911546162 0.19276248762339437 -631 GBM_2_AutoML_20190416_015849 exclusive_use_area 2.912707281126519e+20 0.6224983998421498 0.1623296780796894 -632 GBM_2_AutoML_20190416_015849 apartment_building_count_in_sites 1.0844859657536039e+20 0.23177432991886115 0.06044007883780091 -633 GBM_2_AutoML_20190416_015849 total_parking_capacity_in_site 1.0790844609505264e+20 0.23061993032696157 0.060139044627631214 -634 GBM_2_AutoML_20190416_015849 heat_fuel_gas 9.913399146167927e+19 0.2118673285665473 0.05524890545988946 -635 GBM_2_AutoML_20190416_015849 total_household_count_in_sites 7.387021372310736e+19 0.15787405118459805 0.041169011699356564 -636 GBM_2_AutoML_20190416_015849 bathroom_count 6.616611166914137e+19 0.1414089871121121 0.03687539656536449 -637 GBM_2_AutoML_20190416_015849 room_count 5.439700957417125e+19 0.11625628031878033 0.030316294087944916 -638 GBM_2_AutoML_20190416_015849 floor 3.826597772604631e+19 0.08178133812899438 0.02132622074975973 -639 GBM_2_AutoML_20190416_015849 heat_type_individual 3.31444921462843e+19 0.07083579410239567 0.01847193768863799 -640 GBM_2_AutoML_20190416_015849 total_household_count_of_area_type 3.0238520297467675e+19 0.06462520494502916 0.01685239466835688 -641 GBM_2_AutoML_20190416_015849 heat_fuel_cogeneration 2.8240811023891694e+19 0.060355737723901785 0.0157390404175618 -642 GBM_2_AutoML_20190416_015849 heat_type_district 1.9338903201649787e+19 0.041330745371272716 0.010777869617999983 -643 GBM_2_AutoML_20190416_015849 front_door_structure_stairway 1.6958245023235703e+19 0.03624284685075701 0.009451092024440104 -644 GBM_2_AutoML_20190416_015849 heat_type_central 6.120979032805736e+18 0.013081642903420248 0.00341131620869088 -645 GBM_2_AutoML_20190416_015849 front_door_structure_corridor 4.649649955911238e+18 0.00993714567933318 0.0025913217761943997 -646 GBM_2_AutoML_20190416_015849 front_door_structure_mixed 2.3804693372920136e+18 0.005087494932770812 0.0013266723494841952 -647 DRF_1_AutoML_20190416_015849 supply_area 8.104159271771355e+20 1.0 0.19038352571033704 -648 DRF_1_AutoML_20190416_015849 city 7.944261781751333e+20 0.9802697004515962 0.18662720171899086 -649 DRF_1_AutoML_20190416_015849 exclusive_use_area 6.67112020352904e+20 0.8231723957802853 0.1567184629760757 -650 DRF_1_AutoML_20190416_015849 apartment_building_count_in_sites 2.828501930781201e+20 0.34901855157678374 0.0664473823875032 -651 DRF_1_AutoML_20190416_015849 floor 2.4945389077884253e+20 0.307809709080802 0.05860189766267623 -652 DRF_1_AutoML_20190416_015849 total_household_count_in_sites 2.2499558007440723e+20 0.2776297608786126 0.05285613271818806 -653 DRF_1_AutoML_20190416_015849 total_parking_capacity_in_site 2.151912612778077e+20 0.265531875746036 0.05055289469300946 -654 DRF_1_AutoML_20190416_015849 bathroom_count 1.9397209423661446e+20 0.23934881797333837 0.04556807184036584 -655 DRF_1_AutoML_20190416_015849 room_count 1.8112803920558634e+20 0.22350009807494384 0.04255073666811392 -656 DRF_1_AutoML_20190416_015849 heat_type_district 1.6939577514819322e+20 0.2090232551798896 0.03979458427659885 -657 DRF_1_AutoML_20190416_015849 total_household_count_of_area_type 1.4974030715574393e+20 0.18476969927938577 0.03517710679324818 -658 DRF_1_AutoML_20190416_015849 heat_fuel_gas 9.44165588129389e+19 0.11650382926433026 0.022180409774098332 -659 DRF_1_AutoML_20190416_015849 heat_fuel_cogeneration 8.183208528308915e+19 0.10097541588074295 0.0192240556854434 -660 DRF_1_AutoML_20190416_015849 heat_type_individual 4.053117838745089e+19 0.05001281074106018 0.00952161523956685 -661 DRF_1_AutoML_20190416_015849 front_door_structure_corridor 3.575069534392733e+19 0.04411400880095632 0.008398580528742901 -662 DRF_1_AutoML_20190416_015849 front_door_structure_stairway 2.625737121222099e+19 0.03239987064874383 0.006168401606666715 -663 DRF_1_AutoML_20190416_015849 front_door_structure_mixed 2.1319750364902195e+19 0.026307170984612525 0.005008451963515211 -664 DRF_1_AutoML_20190416_015849 heat_type_central 1.796558019320873e+19 0.022168345402325648 0.004220487756859297 -665 XRT_1_AutoML_20190416_021340 supply_area 9.860220430661703e+20 1.0 0.26502373966124687 -666 XRT_1_AutoML_20190416_021340 city 5.8192942407281856e+20 0.5901789195941598 0.15641142434007854 -667 XRT_1_AutoML_20190416_021340 exclusive_use_area 5.5457804318900696e+20 0.5624398025265953 0.1490598997999315 -668 XRT_1_AutoML_20190416_021340 apartment_building_count_in_sites 2.7811268774510304e+20 0.2820552437958421 0.07475133550183878 -669 XRT_1_AutoML_20190416_021340 total_parking_capacity_in_site 2.145355125430021e+20 0.21757679156530274 0.05766301496413216 -670 XRT_1_AutoML_20190416_021340 floor 1.9394063940796704e+20 0.19668996324350124 0.05212750961262588 -671 XRT_1_AutoML_20190416_021340 total_household_count_in_sites 1.56257789872735e+20 0.15847291748856854 0.04199908522784864 -672 XRT_1_AutoML_20190416_021340 total_household_count_of_area_type 1.2361198782229827e+20 0.12536432495759414 0.03322452222036938 -673 XRT_1_AutoML_20190416_021340 heat_fuel_gas 1.2253840707675174e+20 0.12427552501331696 0.03293596438739408 -674 XRT_1_AutoML_20190416_021340 heat_type_individual 1.0732930253437744e+20 0.10885081453211969 0.028848049932475153 -675 XRT_1_AutoML_20190416_021340 bathroom_count 9.67953654137718e+19 0.09816754716027785 0.02601673046178865 -676 XRT_1_AutoML_20190416_021340 room_count 9.568850904832226e+19 0.09704499987724996 0.025719228782894028 -677 XRT_1_AutoML_20190416_021340 heat_fuel_cogeneration 8.0543976624824e+19 0.08168577689638812 0.021648670070215058 -678 XRT_1_AutoML_20190416_021340 front_door_structure_stairway 4.087183787606147e+19 0.04145124154523453 0.010985563047919695 -679 XRT_1_AutoML_20190416_021340 front_door_structure_corridor 3.458817950085651e+19 0.03507850533777099 0.009296636666343075 -680 XRT_1_AutoML_20190416_021340 heat_type_district 3.2901405518545814e+19 0.03336781946196091 0.008843264298150213 -681 XRT_1_AutoML_20190416_021340 front_door_structure_mixed 1.212567481536951e+19 0.012297569715239902 0.003259147914677773 -682 XRT_1_AutoML_20190416_021340 heat_type_central 8.133815937112474e+18 0.008249121806465158 0.0021862131100705367 -683 XGBoost_3_AutoML_20190416_021340 supply_area 8.3377835024412e+20 1.0 0.26619859842624344 -684 XGBoost_3_AutoML_20190416_021340 city 6.222853007243834e+20 0.7463437981355427 0.19867567300780065 -685 XGBoost_3_AutoML_20190416_021340 exclusive_use_area 5.4932909782330665e+20 0.6588430818124144 0.17538310496129156 -686 XGBoost_3_AutoML_20190416_021340 apartment_building_count_in_sites 1.6588657383698334e+20 0.19895764118655013 0.052962245230051094 -687 XGBoost_3_AutoML_20190416_021340 total_parking_capacity_in_site 1.6323219443785767e+20 0.19577408599067764 0.05211478729889725 -688 XGBoost_3_AutoML_20190416_021340 heat_fuel_cogeneration 1.4370573874176511e+20 0.17235484550503122 0.04588061830541104 -689 XGBoost_3_AutoML_20190416_021340 total_household_count_in_sites 1.297062113391537e+20 0.15556437907170093 0.04141101967393563 -690 XGBoost_3_AutoML_20190416_021340 bathroom_count 9.981732474420252e+19 0.11971685846121723 0.03186845993036899 -691 XGBoost_3_AutoML_20190416_021340 heat_type_individual 8.62302285512164e+19 0.1034210453245389 0.02753053731316925 -692 XGBoost_3_AutoML_20190416_021340 room_count 7.64843422005634e+19 0.09173222377166514 0.02441898939853979 -693 XGBoost_3_AutoML_20190416_021340 floor 7.085224781890873e+19 0.08497731777056104 0.02262084288854486 -694 XGBoost_3_AutoML_20190416_021340 heat_type_district 6.3245241437768385e+19 0.0758537822662953 0.02019217052461725 -695 XGBoost_3_AutoML_20190416_021340 total_household_count_of_area_type 4.9916970281960735e+19 0.059868393401370595 0.015936882413475816 -696 XGBoost_3_AutoML_20190416_021340 heat_fuel_gas 1.8288666187472568e+19 0.02193468585759977 0.005838982632213004 -697 XGBoost_3_AutoML_20190416_021340 front_door_structure_stairway 1.6939858989796033e+19 0.020316981107552447 0.005408351895082928 -698 XGBoost_3_AutoML_20190416_021340 front_door_structure_mixed 1.5969848941051118e+19 0.01915359032334594 0.005098658898905148 -699 XGBoost_3_AutoML_20190416_021340 heat_type_central 1.492947454617505e+19 0.017905807390901772 0.004766500831148323 -700 XGBoost_3_AutoML_20190416_021340 front_door_structure_corridor 1.1568896420714906e+19 0.013875266031227216 0.0036935763703039503 -701 GBM_grid_1_AutoML_20190416_015849_model_8 supply_area 5.779296576168857e+21 1.0 0.23762301109248513 -702 GBM_grid_1_AutoML_20190416_015849_model_8 exclusive_use_area 4.382943689753613e+21 0.7583870514323219 0.18021021473489973 -703 GBM_grid_1_AutoML_20190416_015849_model_8 city 3.793231939971582e+21 0.656348379076636 0.15596347816186212 -704 GBM_grid_1_AutoML_20190416_015849_model_8 apartment_building_count_in_sites 1.6539638516504173e+21 0.286187744451565 0.06800479357434752 -705 GBM_grid_1_AutoML_20190416_015849_model_8 total_parking_capacity_in_site 1.437249793156419e+21 0.24868939917064847 0.05909432385771046 -706 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_in_sites 1.19553428280605e+21 0.20686501671083635 0.049155888160526184 -707 GBM_grid_1_AutoML_20190416_015849_model_8 floor 8.546248092317762e+20 0.14787696010546564 0.03513896853146404 -708 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_gas 8.0250486185045e+20 0.13885857063636575 0.03299599167061177 -709 GBM_grid_1_AutoML_20190416_015849_model_8 heat_fuel_cogeneration 7.748274977592354e+20 0.13406951651421822 0.03185800220982219 -710 GBM_grid_1_AutoML_20190416_015849_model_8 room_count 7.32855778819491e+20 0.12680708961042922 0.030132282461104776 -711 GBM_grid_1_AutoML_20190416_015849_model_8 total_household_count_of_area_type 6.827010897255586e+20 0.11812875160978963 0.02807010965411446 -712 GBM_grid_1_AutoML_20190416_015849_model_8 bathroom_count 6.614504326713458e+20 0.1144517198509696 0.027196362295700948 -713 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_district 5.2482543446324884e+20 0.09081129987815229 0.021578854518269176 -714 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_individual 4.557220258590155e+20 0.078854237683216 0.018737581395688294 -715 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_corridor 2.0854276955134388e+20 0.03608445540090081 0.008574496945994539 -716 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_stairway 1.8326548980998288e+20 0.03171069132629132 0.007535189956777694 -717 GBM_grid_1_AutoML_20190416_015849_model_8 heat_type_central 1.0623596576390303e+20 0.018382161974862296 0.004368024678856562 -718 GBM_grid_1_AutoML_20190416_015849_model_8 front_door_structure_mixed 9.150703114351804e+19 0.015833593230160686 0.00376242609976437 -719 XGBoost_grid_1_AutoML_20190416_020809_model_1 supply_area 9.936604998779116e+20 1.0 0.26723330202346696 -720 XGBoost_grid_1_AutoML_20190416_020809_model_1 city 7.252614432103491e+20 0.7298885719010266 0.19505053317830404 -721 XGBoost_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 6.638427588671538e+20 0.6680780396812779 0.17853270055339268 -722 XGBoost_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.965087115423588e+20 0.1977624264691042 0.0528487062415118 -723 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.9485905707260183e+20 0.19610224729325926 0.052405051078400156 -724 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 1.6926956880551058e+20 0.17034949947825065 0.04552305924361778 -725 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.610068884563553e+20 0.16203410367639431 0.04330090856585564 -726 XGBoost_grid_1_AutoML_20190416_020809_model_1 bathroom_count 1.073079368244265e+20 0.10799255564411701 0.028859207238730384 -727 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 1.0565271442778646e+20 0.10632677301831735 0.02841405464718462 -728 XGBoost_grid_1_AutoML_20190416_020809_model_1 room_count 7.641980526605946e+19 0.07690735948087798 0.02055220762398081 -729 XGBoost_grid_1_AutoML_20190416_020809_model_1 floor 7.612403663818772e+19 0.07660970386519428 0.020472664130935826 -730 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 7.118637620845032e+19 0.07164054142958969 0.01914473844497824 -731 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_district 6.712478465349229e+19 0.06755303714069316 0.018052421176821334 -732 XGBoost_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 3.829922695767025e+19 0.038543573949428374 0.010300126538291427 -733 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 3.527826158575105e+19 0.03550333498220529 0.009487673440139986 -734 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 2.034182053390241e+19 0.020471600246162302 0.005470693331486371 -735 XGBoost_grid_1_AutoML_20190416_020809_model_1 heat_type_central 1.0963398665833546e+19 0.011033344554986928 0.002948477097791797 -736 XGBoost_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 5.218579053564396e+18 0.00525187330502278 0.0014034754451101364 -737 GBM_grid_1_AutoML_20190416_020809_model_9 supply_area 5.161849126606688e+21 1.0 0.31039952214470196 -738 GBM_grid_1_AutoML_20190416_020809_model_9 city 3.194050809023051e+21 0.6187803499639993 0.19206912494135683 -739 GBM_grid_1_AutoML_20190416_020809_model_9 exclusive_use_area 2.7288827292362306e+21 0.5286637912701163 0.16409698818545057 -740 GBM_grid_1_AutoML_20190416_020809_model_9 apartment_building_count_in_sites 9.757618579526019e+20 0.18903339365791405 0.05867587506080785 -741 GBM_grid_1_AutoML_20190416_020809_model_9 total_parking_capacity_in_site 8.490965703204348e+20 0.1644946509466495 0.05105906104919954 -742 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_in_sites 5.399238225827526e+20 0.10459891588069126 0.03246745350622044 -743 GBM_grid_1_AutoML_20190416_020809_model_9 floor 5.247033446921006e+20 0.10165026753446234 0.03155219446857822 -744 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_gas 4.407400276423816e+20 0.08538413596216761 0.026503195001395086 -745 GBM_grid_1_AutoML_20190416_020809_model_9 heat_fuel_cogeneration 4.2792376826530365e+20 0.0829012545251615 0.02573250978980644 -746 GBM_grid_1_AutoML_20190416_020809_model_9 total_household_count_of_area_type 3.6741671100293e+20 0.0711792812984566 0.02209401490164425 -747 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_district 3.6620587602186496e+20 0.07094470741778586 0.02202120328117642 -748 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_individual 3.303614451126465e+20 0.06400060075560954 0.01986575589151505 -749 GBM_grid_1_AutoML_20190416_020809_model_9 bathroom_count 2.828930476433243e+20 0.05480459438172176 0.01701131990742065 -750 GBM_grid_1_AutoML_20190416_020809_model_9 room_count 1.566226166269241e+20 0.0303423468577597 0.009418249965397408 -751 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_stairway 1.4503402795295572e+20 0.028097300869446104 0.00872138876343199 -752 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_corridor 5.13218822594678e+19 0.009942538226258839 0.0030861591143361757 -753 GBM_grid_1_AutoML_20190416_020809_model_9 heat_type_central 4.594623357182909e+19 0.008901119045692326 0.002762903098336003 -754 GBM_grid_1_AutoML_20190416_020809_model_9 front_door_structure_mixed 4.096028259139977e+19 0.007935195622101874 0.0024630809292251524 -755 XGBoost_3_AutoML_20190416_015849 supply_area 7.189425410894274e+20 1.0 0.23538451872135874 -756 XGBoost_3_AutoML_20190416_015849 exclusive_use_area 6.47428193756551e+20 0.9005284243932633 0.21197044977071178 -757 XGBoost_3_AutoML_20190416_015849 city 5.821097439797738e+20 0.8096749193582171 0.1905849412138889 -758 XGBoost_3_AutoML_20190416_015849 apartment_building_count_in_sites 1.942425916892334e+20 0.27017818613834405 0.0635957623131838 -759 XGBoost_3_AutoML_20190416_015849 heat_fuel_cogeneration 1.4375684404222414e+20 0.19995595729303572 0.04706653677288978 -760 XGBoost_3_AutoML_20190416_015849 total_parking_capacity_in_site 1.3955547817109671e+20 0.1941121441494137 0.045690993628580756 -761 XGBoost_3_AutoML_20190416_015849 total_household_count_in_sites 1.1722167022212927e+20 0.16304734178687078 0.03837882007529946 -762 XGBoost_3_AutoML_20190416_015849 heat_type_individual 1.0065613776698632e+20 0.14000581689666067 0.03295520182841115 -763 XGBoost_3_AutoML_20190416_015849 bathroom_count 8.239188623520852e+19 0.11460148972455922 0.02697541650356611 -764 XGBoost_3_AutoML_20190416_015849 room_count 7.511650575514495e+19 0.10448193209059442 0.024593429300222257 -765 XGBoost_3_AutoML_20190416_015849 floor 7.289777045513018e+19 0.10139582273802686 0.023867006935546657 -766 XGBoost_3_AutoML_20190416_015849 total_household_count_of_area_type 4.758216613647142e+19 0.06618354516116023 0.015578581925033015 -767 XGBoost_3_AutoML_20190416_015849 heat_type_district 3.993024250631317e+19 0.055540241708059324 0.01307331306411948 -768 XGBoost_3_AutoML_20190416_015849 heat_fuel_gas 2.8084708960049824e+19 0.03906391311535484 0.009195040388030774 -769 XGBoost_3_AutoML_20190416_015849 front_door_structure_stairway 2.4306268037523177e+19 0.03380835970659272 0.007957964478294903 -770 XGBoost_3_AutoML_20190416_015849 heat_type_central 1.6046617942414066e+19 0.02231975022384726 0.0052537236644212264 -771 XGBoost_3_AutoML_20190416_015849 front_door_structure_corridor 1.534276007633512e+19 0.02134073197711453 0.0050232779255946144 -772 XGBoost_3_AutoML_20190416_015849 front_door_structure_mixed 8.720184388693787e+18 0.012129181249283043 0.002855021490846618 -773 GBM_grid_1_AutoML_20190416_021340_model_14 exclusive_use_area 7.65498924449835e+20 1.0 0.20264853791401577 -774 GBM_grid_1_AutoML_20190416_021340_model_14 supply_area 6.75052992395865e+20 0.8818470814717687 0.17870502172399588 -775 GBM_grid_1_AutoML_20190416_021340_model_14 city 6.54089017605432e+20 0.8544610537180396 0.17315528324043 -776 GBM_grid_1_AutoML_20190416_021340_model_14 apartment_building_count_in_sites 2.7845066882338836e+20 0.36375056832837643 0.07371352083713777 -777 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_in_sites 1.9984239561340355e+20 0.26106162821460593 0.05290375726314226 -778 GBM_grid_1_AutoML_20190416_021340_model_14 bathroom_count 1.819686994079048e+20 0.23771254745875173 0.04817210018633212 -779 GBM_grid_1_AutoML_20190416_021340_model_14 total_parking_capacity_in_site 1.6458390764476642e+20 0.21500214094102493 0.04356986951008185 -780 GBM_grid_1_AutoML_20190416_021340_model_14 room_count 1.470508489376457e+20 0.1920980477449153 0.038928388511643874 -781 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_district 1.2541370914822318e+20 0.16383263926642114 0.03320044480993461 -782 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_individual 1.2219295811549056e+20 0.15962525120895601 0.03234782377165241 -783 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_cogeneration 1.1697978646011157e+20 0.15281508924938736 0.03096775440758818 -784 GBM_grid_1_AutoML_20190416_021340_model_14 floor 1.1015358726632007e+20 0.14389776882506738 0.029160672461488943 -785 GBM_grid_1_AutoML_20190416_021340_model_14 total_household_count_of_area_type 1.0095728080769463e+20 0.131884288250637 0.026726158187822195 -786 GBM_grid_1_AutoML_20190416_021340_model_14 heat_fuel_gas 6.789740707628397e+19 0.08869693334328578 0.017974303859473777 -787 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_stairway 3.137398595547195e+19 0.04098501637741748 0.008305553645265642 -788 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_corridor 1.5780108418469069e+19 0.020614148386701198 0.004177427030907565 -789 GBM_grid_1_AutoML_20190416_021340_model_14 heat_type_central 1.4619032935630635e+19 0.019097391869149067 0.003870058540254071 -790 GBM_grid_1_AutoML_20190416_021340_model_14 front_door_structure_mixed 5.565438688244007e+18 0.007270341617062225 0.0014733240988330809 -791 XGBoost_grid_1_AutoML_20190416_021340_model_12 supply_area 8.449281370215825e+20 1.0 0.2766229284564075 -792 XGBoost_grid_1_AutoML_20190416_021340_model_12 city 7.002564025480255e+20 0.8287762850654581 0.22925852301002939 -793 XGBoost_grid_1_AutoML_20190416_021340_model_12 exclusive_use_area 6.122282701752558e+20 0.7245921201457365 0.20043879421115068 -794 XGBoost_grid_1_AutoML_20190416_021340_model_12 apartment_building_count_in_sites 1.756448890670767e+20 0.20788145331061464 0.05750477638655617 -795 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_parking_capacity_in_site 1.4995802805022962e+20 0.17748021574809877 0.0490950970233141 -796 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_district 1.1544001278438801e+20 0.13662701918215236 0.03779416615243675 -797 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_fuel_cogeneration 1.1098303245003522e+20 0.13135203763157471 0.03633498530836244 -798 XGBoost_grid_1_AutoML_20190416_021340_model_12 floor 7.086515608541882e+19 0.08387122286544077 0.02320070328225823 -799 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_in_sites 5.816776271139648e+19 0.06884344379445216 0.019043675027445448 -800 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_individual 5.198342761957504e+19 0.06152408156606009 0.01701897161339442 -801 XGBoost_grid_1_AutoML_20190416_021340_model_12 bathroom_count 5.118968137939052e+19 0.060584657009810236 0.016759105241580724 -802 XGBoost_grid_1_AutoML_20190416_021340_model_12 total_household_count_of_area_type 3.1641283829254062e+19 0.0374484911116717 0.010359111277584373 -803 XGBoost_grid_1_AutoML_20190416_021340_model_12 room_count 2.70076449616665e+19 0.03196442842685996 0.00884209379787324 -804 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_stairway 1.968197501877171e+19 0.02329425918771239 0.006443726192727577 -805 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_mixed 1.621753482592859e+19 0.0191939812575023 0.0053094953041876855 -806 XGBoost_grid_1_AutoML_20190416_021340_model_12 front_door_structure_corridor 1.319639902970708e+19 0.015618368535133771 0.004320398841900115 -807 XGBoost_grid_1_AutoML_20190416_021340_model_12 heat_type_central 5.050360371584434e+18 0.005977266172466724 0.0016534488727911673 -808 XGBoost_3_AutoML_20190416_020809 supply_area 8.28011490921272e+20 1.0 0.2693616527510137 -809 XGBoost_3_AutoML_20190416_020809 city 5.786949599310643e+20 0.6988972571952955 0.1882561203012751 -810 XGBoost_3_AutoML_20190416_020809 exclusive_use_area 5.528853934165574e+20 0.6677267157263717 0.17985997173406176 -811 XGBoost_3_AutoML_20190416_020809 apartment_building_count_in_sites 1.6580531552964418e+20 0.20024518662798252 0.05393837442554856 -812 XGBoost_3_AutoML_20190416_020809 total_parking_capacity_in_site 1.4269337880365315e+20 0.17233260693627322 0.04641979582724536 -813 XGBoost_3_AutoML_20190416_020809 heat_fuel_cogeneration 1.1569833644426422e+20 0.1397303512243949 0.03763799834528264 -814 XGBoost_3_AutoML_20190416_020809 room_count 1.0444717469472077e+20 0.1261421801991051 0.033977866140047136 -815 XGBoost_3_AutoML_20190416_020809 bathroom_count 1.0057123787713597e+20 0.12146116204889523 0.03271697935454912 -816 XGBoost_3_AutoML_20190416_020809 total_household_count_in_sites 1.0006645648687052e+20 0.1208515311490827 0.03255276816780753 -817 XGBoost_3_AutoML_20190416_020809 heat_type_district 8.756043531068585e+19 0.10574785044741747 0.028484415771383394 -818 XGBoost_3_AutoML_20190416_020809 floor 7.668573754639988e+19 0.0926143397612476 0.024946751626533578 -819 XGBoost_3_AutoML_20190416_020809 heat_type_individual 6.510214945131463e+19 0.07862469321395515 0.02117847731115237 -820 XGBoost_3_AutoML_20190416_020809 heat_fuel_gas 5.770909483879996e+19 0.06969600720708716 0.01877343169144756 -821 XGBoost_3_AutoML_20190416_020809 total_household_count_of_area_type 4.5264641915724235e+19 0.05466668326711426 0.014725108155246082 -822 XGBoost_3_AutoML_20190416_020809 front_door_structure_stairway 2.2444238498814755e+19 0.027106192057603666 0.007301368692422524 -823 XGBoost_3_AutoML_20190416_020809 front_door_structure_corridor 1.1824823145242558e+19 0.014280989182995373 0.0038467508492509824 -824 XGBoost_3_AutoML_20190416_020809 front_door_structure_mixed 1.1634848426683793e+19 0.014051554301183053 0.0037849498902872824 -825 XGBoost_3_AutoML_20190416_020809 heat_type_central 6.877159358715658e+18 0.008305632752830411 0.0022372189654453513 -826 XGBoost_grid_1_AutoML_20190416_021340_model_4 supply_area 5.974870738011978e+20 1.0 0.2504935394855415 -827 XGBoost_grid_1_AutoML_20190416_021340_model_4 city 4.719177089908537e+20 0.7898375206488151 0.19784919616580612 -828 XGBoost_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 3.791151628787458e+20 0.6345160916483508 0.1589421816575276 -829 XGBoost_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 1.3955051717463219e+20 0.23356240376350784 0.05850587320947223 -830 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 1.2662685750175308e+20 0.21193237988590477 0.05308769196921466 -831 XGBoost_grid_1_AutoML_20190416_021340_model_4 bathroom_count 9.849286183347657e+19 0.1648451759916201 0.041292651601257925 -832 XGBoost_grid_1_AutoML_20190416_021340_model_4 room_count 8.332246010039999e+19 0.13945483300635206 0.03493253471812624 -833 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 8.099554165230508e+19 0.135560324572402 0.03395698551594979 -834 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 7.15585213120339e+19 0.11976580657516216 0.0300005607983531 -835 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 6.764091300375639e+19 0.11320899810171053 0.028358122636109415 -836 XGBoost_grid_1_AutoML_20190416_021340_model_4 floor 6.6385860063068684e+19 0.11110844564506392 0.027831947816368954 -837 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_district 6.286731730106922e+19 0.10521954374863529 0.02635681593664943 -838 XGBoost_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 5.260035039978062e+19 0.08803596379941495 0.022052440174136444 -839 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 4.1147129199377514e+19 0.06886697805460544 0.017250733086571227 -840 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 2.712240099025748e+19 0.045394121780251144 0.011370934236572818 -841 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 9.468408098709307e+18 0.015847050947013015 0.003969583882124992 -842 XGBoost_grid_1_AutoML_20190416_021340_model_4 heat_type_central 5.358026265024528e+18 0.008967601978293688 0.0022463263602403296 -843 XGBoost_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 3.582345222736052e+18 0.005995686567652855 0.0015018807499772812 -844 GBM_grid_1_AutoML_20190416_015849_model_11 supply_area 7.250339410604227e+20 1.0 0.22929535214592975 -845 GBM_grid_1_AutoML_20190416_015849_model_11 city 6.507494577442484e+20 0.8975434402318779 0.2058025391942377 -846 GBM_grid_1_AutoML_20190416_015849_model_11 exclusive_use_area 3.6456888792605996e+20 0.5028300983990452 0.11529660448198159 -847 GBM_grid_1_AutoML_20190416_015849_model_11 room_count 2.5428357916673232e+20 0.3507195522389219 0.08041836323508639 -848 GBM_grid_1_AutoML_20190416_015849_model_11 total_parking_capacity_in_site 2.141653729486276e+20 0.29538668580865723 0.06773079414171516 -849 GBM_grid_1_AutoML_20190416_015849_model_11 apartment_building_count_in_sites 1.5889482337642086e+20 0.21915501382462718 0.050251226069463986 -850 GBM_grid_1_AutoML_20190416_015849_model_11 bathroom_count 1.5658845260162584e+20 0.2159739616777142 0.04952182559724302 -851 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_in_sites 1.1984002082423597e+20 0.16528884240779118 0.03789996332568756 -852 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_individual 9.47844378114067e+19 0.13073103539508307 0.02997601879731758 -853 GBM_grid_1_AutoML_20190416_015849_model_11 floor 8.186427898355044e+19 0.11291096091834968 0.0258899585449083 -854 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_gas 7.837225644201293e+19 0.10809460358143641 0.02478559019328014 -855 GBM_grid_1_AutoML_20190416_015849_model_11 heat_fuel_cogeneration 7.42396496300401e+19 0.10239472309594004 0.023478634090168538 -856 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_district 6.916833696487676e+19 0.09540013652838417 0.02187480790004562 -857 GBM_grid_1_AutoML_20190416_015849_model_11 total_household_count_of_area_type 3.989291628557343e+19 0.055022136242651905 0.012616320105580192 -858 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_stairway 3.870596269706366e+19 0.05338503552047916 0.012240940518991238 -859 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_corridor 2.6205634792087618e+19 0.036144011070377874 0.008287653746348678 -860 GBM_grid_1_AutoML_20190416_015849_model_11 heat_type_central 1.1035133003452908e+19 0.015220160572501066 0.0034899120781892276 -861 GBM_grid_1_AutoML_20190416_015849_model_11 front_door_structure_mixed 3.615743987941376e+18 0.004986999619153068 0.0011434958338253202 -862 GBM_grid_1_AutoML_20190416_015849_model_6 city 3.13386568876529e+20 1.0 0.1722129584283133 -863 GBM_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 2.6401988657208413e+20 0.8424735224568771 0.14508485769982085 -864 GBM_grid_1_AutoML_20190416_015849_model_6 supply_area 2.5835020648494557e+20 0.8243818725579551 0.1419692411478782 -865 GBM_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 2.038479956382287e+20 0.6504681945017965 0.11201905213867788 -866 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.3700349409084257e+20 0.43717091827512394 0.07528649717498147 -867 GBM_grid_1_AutoML_20190416_015849_model_6 bathroom_count 1.1405957153766873e+20 0.3639580724424951 0.06267829639918845 -868 GBM_grid_1_AutoML_20190416_015849_model_6 room_count 9.973965524281642e+19 0.3182639753847038 0.054809180762155726 -869 GBM_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 7.9341093311851e+19 0.25317324094738264 0.04359971281843295 -870 GBM_grid_1_AutoML_20190416_015849_model_6 floor 6.44932882903639e+19 0.2057946788261164 0.03544051046945007 -871 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 6.350695159345814e+19 0.20264733048747602 0.03489849630084837 -872 GBM_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 6.120100303112818e+19 0.19528917033850524 0.033631325773004796 -873 GBM_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 6.0147604921021104e+19 0.19192783256999957 0.03305245985161361 -874 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 4.762394757832691e+19 0.15196550301774495 0.026170428853732632 -875 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.9031822798151483e+19 0.06072954200423892 0.010458414092546504 -876 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.3096180743858553e+19 0.04178922150622961 0.007196645466003895 -877 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_district 1.2248977347843195e+19 0.03908584018694548 0.006731088171250139 -878 GBM_grid_1_AutoML_20190416_015849_model_6 heat_type_central 4.5371440778665e+18 0.014477787271266519 0.0024932625774805846 -879 GBM_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 4.1264407507642614e+18 0.013167254632377163 0.0022675718746205838 -880 GBM_grid_1_AutoML_20190416_020809_model_1 supply_area 6.618927705972466e+20 1.0 0.30478842669730877 -881 GBM_grid_1_AutoML_20190416_020809_model_1 city 4.3800964999954406e+20 0.6617531864025561 0.20169471254556598 -882 GBM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 2.824971003120226e+20 0.426801912426263 0.13008428339980324 -883 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 1.1627837720642768e+20 0.1756755510435717 0.05354387481175297 -884 GBM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 1.1524839869399224e+20 0.17411944020781492 0.05306959023835603 -885 GBM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 1.0962663972163866e+20 0.1656259814149641 0.0504808822956646 -886 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 8.450987988183994e+19 0.127679110025003 0.038915115066633255 -887 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 7.423613119283121e+19 0.11215733800181202 0.03418425859213056 -888 GBM_grid_1_AutoML_20190416_020809_model_1 room_count 6.925587128458727e+19 0.10463306801507369 0.03189094818082681 -889 GBM_grid_1_AutoML_20190416_020809_model_1 floor 5.113443311911803e+19 0.07725485968516899 0.023546387138164003 -890 GBM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 4.3680865784657084e+19 0.06599387049543157 0.02011416795996853 -891 GBM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 3.990330007338615e+19 0.06028665343690059 0.01837467425187883 -892 GBM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 2.323173071686048e+19 0.03509893407038993 0.010697748894066713 -893 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 1.9975414881015824e+19 0.03017923109054565 0.009198280363021914 -894 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 1.9898132407722705e+19 0.030062471281818045 0.009162693324618349 -895 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 1.6666805172642513e+19 0.025180521548231343 0.007674731546103112 -896 GBM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 3.946716504233345e+18 0.00596277324599285 0.0018173842763989656 -897 GBM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 1.654448203015127e+18 0.0024995713452531996 0.0007618404177373982 -898 GBM_grid_1_AutoML_20190416_020809_model_4 supply_area 1.4804033903389993e+20 1.0 0.30652195180708497 -899 GBM_grid_1_AutoML_20190416_020809_model_4 city 8.878568708821431e+19 0.5997398254261169 0.18383342186605375 -900 GBM_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 8.174683354951791e+19 0.5521929636407994 0.1692592649893165 -901 GBM_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 2.6455657139174113e+19 0.17870573190943587 0.05477722974399394 -902 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 2.5314531195310047e+19 0.1709975224355116 0.05241449433110881 -903 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_district 2.2009060592634036e+19 0.14866934739722634 0.045570418538083385 -904 GBM_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 2.1505288554042884e+19 0.14526640977982605 0.044527343457720095 -905 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 1.376985591624342e+19 0.09301421495049565 0.028510898712429667 -906 GBM_grid_1_AutoML_20190416_020809_model_4 floor 1.3402826840263885e+19 0.09053496450852329 0.027750954027937723 -907 GBM_grid_1_AutoML_20190416_020809_model_4 bathroom_count 1.3291099966207427e+19 0.08978025890067627 0.0275196201919807 -908 GBM_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 1.0658871328334938e+19 0.07199977653316608 0.022069512032620017 -909 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 6.227876851793002e+18 0.04206878268744625 0.012895005379504129 -910 GBM_grid_1_AutoML_20190416_020809_model_4 room_count 5.074132362732765e+18 0.03427533600534942 0.010506142891203359 -911 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 2.8940795310505984e+18 0.019549263058549735 0.005992278269096808 -912 GBM_grid_1_AutoML_20190416_020809_model_4 heat_type_central 1.9068949732408689e+18 0.012880914659376772 0.00394828310245266 -913 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 1.14657120648115e+18 0.00774499176348546 0.00237400999207336 -914 GBM_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 7.38540723426558e+17 0.0049887802760127335 0.0015291706673401112 -915 GBM_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.0 0.0 0.0 -916 GBM_grid_1_AutoML_20190416_015849_model_9 supply_area 7.163329162115988e+20 1.0 0.3747607999901005 -917 GBM_grid_1_AutoML_20190416_015849_model_9 city 3.756479541156239e+20 0.5244041501014323 0.19652611881014145 -918 GBM_grid_1_AutoML_20190416_015849_model_9 exclusive_use_area 2.772239480983252e+20 0.3870043408928532 0.1450340563926472 -919 GBM_grid_1_AutoML_20190416_015849_model_9 apartment_building_count_in_sites 1.0191358324497606e+20 0.14227125535980764 0.05331768947423738 -920 GBM_grid_1_AutoML_20190416_015849_model_9 total_parking_capacity_in_site 8.53385773976482e+19 0.11913256457482109 0.044646215204932255 -921 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_district 7.365051370769167e+19 0.102816039917864 0.03853142137143282 -922 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_in_sites 5.8549055751723155e+19 0.08173442044428998 0.030630856792429335 -923 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_cogeneration 5.526431314225398e+19 0.07714892320532338 0.028912392178801816 -924 GBM_grid_1_AutoML_20190416_015849_model_9 floor 4.81876803840272e+19 0.06726995129425682 0.025210140762330777 -925 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_individual 4.150278602659096e+19 0.05793784577998003 0.021712833434208382 -926 GBM_grid_1_AutoML_20190416_015849_model_9 total_household_count_of_area_type 3.408171145975405e+19 0.04757803346521996 0.017830381883381603 -927 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_stairway 1.3284114768836166e+19 0.01854461028971081 0.006949792987676672 -928 GBM_grid_1_AutoML_20190416_015849_model_9 bathroom_count 1.2627982304472465e+19 0.017628650057373973 0.006606526998247 -929 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_corridor 1.0749710779998536e+19 0.015006584978461553 0.005623879791647676 -930 GBM_grid_1_AutoML_20190416_015849_model_9 front_door_structure_mixed 2.611355784008696e+18 0.0036454499366287995 0.00136617173457487 -931 GBM_grid_1_AutoML_20190416_015849_model_9 heat_type_central 2.3921719893022474e+18 0.0033394695890194438 0.0012515022947235388 -932 GBM_grid_1_AutoML_20190416_015849_model_9 room_count 2.08197886838571e+18 0.0029064403174385344 0.0010892198984867466 -933 GBM_grid_1_AutoML_20190416_015849_model_9 heat_fuel_gas 0.0 0.0 0.0 -934 XGBoost_grid_1_AutoML_20190416_021340_model_9 supply_area 4.466805922102321e+20 1.0 0.2471254641630362 -935 XGBoost_grid_1_AutoML_20190416_021340_model_9 city 4.2314646940745413e+20 0.947313307958315 0.2341052409370199 -936 XGBoost_grid_1_AutoML_20190416_021340_model_9 exclusive_use_area 3.379215463277459e+20 0.7565171897343185 0.1869546616604092 -937 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_parking_capacity_in_site 1.2051537605038807e+20 0.2698021318859249 0.0666749770744859 -938 XGBoost_grid_1_AutoML_20190416_021340_model_9 apartment_building_count_in_sites 1.185503640535989e+20 0.26540298844639004 0.06558783671007108 -939 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_in_sites 8.682208246630869e+19 0.19437173671840552 0.04803420565671143 -940 XGBoost_grid_1_AutoML_20190416_021340_model_9 total_household_count_of_area_type 6.8561103081135145e+19 0.153490221596345 0.03793134225648405 -941 XGBoost_grid_1_AutoML_20190416_021340_model_9 floor 4.3786586026691e+19 0.09802661407344661 0.024224872503231312 -942 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_cogeneration 4.363233773945356e+19 0.09768129285303226 0.024139534836351072 -943 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_individual 2.6982785003762483e+19 0.060407336862898495 0.01492819116109668 -944 XGBoost_grid_1_AutoML_20190416_021340_model_9 room_count 2.1885172020462748e+19 0.048995126276187975 0.012107943322729527 -945 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_district 1.900404913443386e+19 0.04254505224952672 0.010513965785004919 -946 XGBoost_grid_1_AutoML_20190416_021340_model_9 bathroom_count 1.863090347526901e+19 0.04170967756418729 0.010307523428140362 -947 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_fuel_gas 1.2860395972840129e+19 0.02879103367622323 0.007114997560970273 -948 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_stairway 7.577715391376392e+18 0.01696450556286965 0.004192361311520573 -949 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_corridor 5.336907395434021e+18 0.011947927643389044 0.002952637164658889 -950 XGBoost_grid_1_AutoML_20190416_021340_model_9 heat_type_central 4.308044337544954e+18 0.009644574697611565 0.002383419998802333 -951 XGBoost_grid_1_AutoML_20190416_021340_model_9 front_door_structure_mixed 1.3028940660017725e+18 0.0029168360764341423 0.0007208244692762769 -952 XGBoost_grid_1_AutoML_20190416_020809_model_6 supply_area 4.02468789852708e+20 1.0 0.23586783743966896 -953 XGBoost_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 3.326278112563765e+20 0.8264685850003641 0.1949373578558591 -954 XGBoost_grid_1_AutoML_20190416_020809_model_6 city 3.205536958397683e+20 0.7964684564909535 0.18786129242143226 -955 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 1.1452951160347322e+20 0.28456743601258555 0.06712030573803993 -956 XGBoost_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 1.103971071016399e+20 0.2742997963694081 0.06469849977979385 -957 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 9.079971971141625e+19 0.2256068594651683 0.05321340205360456 -958 XGBoost_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 7.390730684738201e+19 0.1836348773141638 0.04331356139059074 -959 XGBoost_grid_1_AutoML_20190416_020809_model_6 bathroom_count 5.738292691344346e+19 0.142577333597579 0.03362940734357521 -960 XGBoost_grid_1_AutoML_20190416_020809_model_6 floor 4.332637443976908e+19 0.10765151368786953 0.025391529730664705 -961 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 3.81922268841016e+19 0.09489487842791204 0.022382649758891905 -962 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 3.4066546995383763e+19 0.08464394719364733 0.019964784776923133 -963 XGBoost_grid_1_AutoML_20190416_020809_model_6 room_count 3.1194893103493284e+19 0.07750885010216498 0.018281844856033118 -964 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_district 1.786216012950012e+19 0.04438147896147961 0.01046816346501836 -965 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 1.6769837108746519e+19 0.041667422497242076 0.009828004836109499 -966 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 6.987595955876921e+18 0.017361833096261155 0.00409509802640359 -967 XGBoost_grid_1_AutoML_20190416_020809_model_6 heat_type_central 6.431847253861728e+18 0.0159809839073872 0.00376940011439357 -968 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 6.187235603495518e+18 0.015373205971473883 0.00362604484700615 -969 XGBoost_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 2.646205904562684e+18 0.006574934432881414 0.0015508155659913554 -970 XGBoost_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 8.919500799934695e+20 1.0 0.2344245425879374 -971 XGBoost_grid_1_AutoML_20190416_020809_model_8 supply_area 8.217264361662998e+20 0.9212695358156324 0.21596818953378105 -972 XGBoost_grid_1_AutoML_20190416_020809_model_8 city 5.816057982183455e+20 0.6520609294890178 0.1528590851349283 -973 XGBoost_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 2.7776256805844707e+20 0.311410441333758 0.07300225026677393 -974 XGBoost_grid_1_AutoML_20190416_020809_model_8 floor 2.4548120573410646e+20 0.2752185478092045 0.06451798218188914 -975 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.4231440113987905e+20 0.27166811974685084 0.06368567470738051 -976 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.6774045599452994e+20 0.18806036319404565 0.04408596462068553 -977 XGBoost_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 1.437580139225961e+20 0.16117271262944294 0.037782839435814244 -978 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 1.4110833163714429e+20 0.1582020505432069 0.03708644333506503 -979 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_district 7.256588506930925e+19 0.08135644213389223 0.019071946733819685 -980 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 6.70569799704306e+19 0.07518019390829761 0.017624082568625105 -981 XGBoost_grid_1_AutoML_20190416_020809_model_8 bathroom_count 4.857790585681792e+19 0.05446258366519076 0.012767366263869616 -982 XGBoost_grid_1_AutoML_20190416_020809_model_8 room_count 2.890357904092902e+19 0.03240492903049086 0.007596510665567394 -983 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 2.026429177000467e+19 0.022719087339678288 0.005325911657619482 -984 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 1.9697423157141963e+19 0.022083548843099134 0.0051769258362618885 -985 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 1.4714697044316914e+19 0.01649722038751838 0.0038673533433163914 -986 XGBoost_grid_1_AutoML_20190416_020809_model_8 heat_type_central 1.0503291532516262e+19 0.011775649521319806 0.0027605012527112597 -987 XGBoost_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 9.118054765832438e+18 0.01022260659015715 0.0023964298739540244 -988 GBM_grid_1_AutoML_20190416_020809_model_2 supply_area 9.227605420504504e+20 1.0 0.3750408415936733 -989 GBM_grid_1_AutoML_20190416_020809_model_2 city 5.000138726630417e+20 0.5418674183358224 0.20322241260485788 -990 GBM_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 3.5065997787376334e+20 0.3800118902944937 0.1425199791516496 -991 GBM_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 1.4065483146919831e+20 0.15242831163613868 0.05716684227872016 -992 GBM_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 9.855741636016656e+19 0.10680714212287817 0.04005704046997931 -993 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 7.791729612262526e+19 0.08443934539017736 0.03166820315875098 -994 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 6.634194996670182e+19 0.07189508755899392 0.02696359414457591 -995 GBM_grid_1_AutoML_20190416_020809_model_2 floor 6.3154769222988464e+19 0.06844112458759163 0.025668216964947813 -996 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_district 5.039330070934585e+19 0.05461146030081408 0.02048152803187679 -997 GBM_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 4.895837206440051e+19 0.05305642128521333 0.01989832489075489 -998 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 4.354993154197501e+19 0.047195268498589515 0.01770015321695039 -999 GBM_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 4.273192127918873e+19 0.04630878687577479 0.01736768640307263 -1000 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 1.7028642354715689e+19 0.01845402092819946 0.006921011539699186 -1001 GBM_grid_1_AutoML_20190416_020809_model_2 bathroom_count 1.470746555634103e+19 0.015938550562272443 0.005977607416657972 -1002 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 1.110714881604898e+19 0.012036870141161405 0.004514317907894931 -1003 GBM_grid_1_AutoML_20190416_020809_model_2 room_count 7.004443772549333e+18 0.0075907491200099195 0.0028468409382949554 -1004 GBM_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 2.8832754549181645e+18 0.0031246193606320524 0.0011718598746713303 -1005 GBM_grid_1_AutoML_20190416_020809_model_2 heat_type_central 2.001654183857488e+18 0.0021692021847939513 0.0008135394129719584 -1006 XGBoost_grid_1_AutoML_20190416_015849_model_6 supply_area 8.201676277452762e+20 1.0 0.246840765793381 -1007 XGBoost_grid_1_AutoML_20190416_015849_model_6 exclusive_use_area 7.98374146198477e+20 0.9734280154330015 0.24028171677421317 -1008 XGBoost_grid_1_AutoML_20190416_015849_model_6 city 7.341820185410074e+20 0.8951609326002637 0.22096221011136621 -1009 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_in_sites 1.4838437182418452e+20 0.1809195666892001 0.04465832438856881 -1010 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_parking_capacity_in_site 1.4519613994735501e+20 0.1770322736908233 0.043698782007986235 -1011 XGBoost_grid_1_AutoML_20190416_015849_model_6 apartment_building_count_in_sites 1.3768471631104049e+20 0.16787387316120939 0.04143811540781383 -1012 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_cogeneration 1.055048345118971e+20 0.12863813559910986 0.031753135901517064 -1013 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_individual 8.880615559667699e+19 0.10827805511028775 0.02672743804204134 -1014 XGBoost_grid_1_AutoML_20190416_015849_model_6 bathroom_count 7.72755067874459e+19 0.09421916224599608 0.02325713016121248 -1015 XGBoost_grid_1_AutoML_20190416_015849_model_6 total_household_count_of_area_type 6.181341341561337e+19 0.07536680469277322 0.018603599785764324 -1016 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_district 5.311751229097483e+19 0.06476421464841309 0.01598644833982119 -1017 XGBoost_grid_1_AutoML_20190416_015849_model_6 floor 4.616552896696576e+19 0.05628791896344344 0.013894153021852151 -1018 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_fuel_gas 3.356776893860597e+19 0.04092793692782921 0.010102683293608559 -1019 XGBoost_grid_1_AutoML_20190416_015849_model_6 room_count 2.918491547917458e+19 0.03558408609640795 0.008783603062094941 -1020 XGBoost_grid_1_AutoML_20190416_015849_model_6 heat_type_central 1.6313958697149661e+19 0.019891005381422314 0.004909911000750546 -1021 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_stairway 1.3081196599395222e+19 0.015949418334586987 0.0039369666356684424 -1022 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_corridor 1.2826370486006972e+19 0.01563871829624386 0.003860273200271792 -1023 XGBoost_grid_1_AutoML_20190416_015849_model_6 front_door_structure_mixed 1.0125572317296722e+18 0.0012345735157985869 0.00030474307206794987 -1024 XGBoost_grid_1_AutoML_20190416_021340_model_1 city 6.979421152895104e+20 1.0 0.27559463882157853 -1025 XGBoost_grid_1_AutoML_20190416_021340_model_1 supply_area 6.038627634986709e+20 0.8652046498844466 0.23844576299165438 -1026 XGBoost_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 5.196257120341008e+20 0.7445111860294561 0.20518329141241304 -1027 XGBoost_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.5555913379616706e+20 0.22288257204774098 0.061425241943121635 -1028 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.1332631163115143e+20 0.16237207806859888 0.044748874210024665 -1029 XGBoost_grid_1_AutoML_20190416_021340_model_1 bathroom_count 7.860599502189206e+19 0.11262537866666182 0.031038950555782183 -1030 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 7.361560201448653e+19 0.10547522552633229 0.02906840668355409 -1031 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 6.60869468319415e+19 0.0946882920291008 0.02609558564239219 -1032 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 5.8005351649834435e+19 0.08310911518181344 0.022904426581312844 -1033 XGBoost_grid_1_AutoML_20190416_021340_model_1 floor 4.069683520733813e+19 0.05830975709275955 0.016069856445753046 -1034 XGBoost_grid_1_AutoML_20190416_021340_model_1 room_count 3.4860513137893835e+19 0.049947570685619815 0.013765282703118657 -1035 XGBoost_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 3.288500300408265e+19 0.047117092211066476 0.012985218010231876 -1036 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 1.952716817962736e+19 0.02797820585956097 0.007710643538741478 -1037 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_district 1.5964942920167981e+19 0.022874308012700493 0.006304036655053733 -1038 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 1.0854998913962738e+19 0.015552864164759596 0.004286285982127993 -1039 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 5.686477876031914e+18 0.008147492107813454 0.0022454051447545107 -1040 XGBoost_grid_1_AutoML_20190416_021340_model_1 heat_type_central 3.3667667266570813e+18 0.00482384807121222 0.0013294266669159 -1041 XGBoost_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 2.0226178848695255e+18 0.002897973686586504 0.0007986660114692461 -1042 XGBoost_grid_1_AutoML_20190416_021340_model_11 supply_area 5.833331045973025e+20 1.0 0.22215747515498302 -1043 XGBoost_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 4.694895299198871e+20 0.8048395097411691 0.1788011133890725 -1044 XGBoost_grid_1_AutoML_20190416_021340_model_11 city 4.013980590413007e+20 0.6881112281779402 0.1528690530778056 -1045 XGBoost_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 1.989336536510932e+20 0.34102925426875064 0.07576219808233235 -1046 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 1.9162350221531283e+20 0.32849756117921336 0.07297818878614361 -1047 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 1.5471924765003455e+20 0.26523309997440186 0.058923515817842304 -1048 XGBoost_grid_1_AutoML_20190416_021340_model_11 room_count 1.2481269850029477e+20 0.21396470990011415 0.047533859723677754 -1049 XGBoost_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.0920121668261957e+20 0.18720215914714014 0.04158835901968996 -1050 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 8.284773495999142e+19 0.14202474419343034 0.03155185857954482 -1051 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 8.140171004369856e+19 0.1395458433649044 0.0310011522303199 -1052 XGBoost_grid_1_AutoML_20190416_021340_model_11 floor 7.971951002975941e+19 0.13666207078165551 0.030360500594304167 -1053 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.510540184569669e+19 0.0773235763412308 0.017178010489921413 -1054 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.140972776046251e+19 0.07098813256801062 0.015770544297276458 -1055 XGBoost_grid_1_AutoML_20190416_021340_model_11 bathroom_count 3.2763111145027404e+19 0.05616535541497349 0.012477553550172766 -1056 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.2286682900094517e+19 0.021062893230749336 0.0046792791796022555 -1057 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.085014786866099e+19 0.01860026078264711 0.00413218697269713 -1058 XGBoost_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.019711157056045e+18 0.006890936114162435 0.0015308729685766164 -1059 XGBoost_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.8492680570006405e+18 0.003170175055086685 0.0007042780860373671 -1060 XGBoost_grid_1_AutoML_20190416_021340_model_3 supply_area 3.8940120850579954e+20 1.0 0.2460347170556068 -1061 XGBoost_grid_1_AutoML_20190416_021340_model_3 city 3.768731443205012e+20 0.9678273618272252 0.23811913112583574 -1062 XGBoost_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 3.584030378237247e+20 0.9203952889591168 0.22644919449836978 -1063 XGBoost_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 1.013224506095116e+20 0.26020065782102614 0.06401839522467893 -1064 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 9.173163937884013e+19 0.23557101872084693 0.05795864893748463 -1065 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 6.337633840817137e+19 0.16275331720555633 0.040042966348530475 -1066 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 5.3898640535718986e+19 0.138414158349784 0.034054688286079056 -1067 XGBoost_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 3.829109936771773e+19 0.09833328333686321 0.024193401542933955 -1068 XGBoost_grid_1_AutoML_20190416_021340_model_3 floor 3.4073487112778285e+19 0.08750226339441577 0.021528594615970266 -1069 XGBoost_grid_1_AutoML_20190416_021340_model_3 room_count 2.3667816819645743e+19 0.06078002919010778 0.014953997284419691 -1070 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 2.1376718261360525e+19 0.05489638397216775 0.01350641629796824 -1071 XGBoost_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.1481962434353168e+19 0.029486201335664736 0.0072546292026649285 -1072 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 4.5061496697132155e+18 0.0115719971363317 0.0028471130412056622 -1073 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 4.3261137116358246e+18 0.011109656614153507 0.002733361221648209 -1074 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 3.771517572684448e+18 0.009685428525392665 0.0023829516668072877 -1075 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_central 3.120272712384119e+18 0.008013002127952171 0.0019714767113166876 -1076 XGBoost_grid_1_AutoML_20190416_021340_model_3 heat_type_district 2.2971711610054246e+18 0.005899239937698374 0.0014514178289147552 -1077 XGBoost_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 7.896118015861719e+17 0.0020277589908260694 0.0004988991095648548 -1078 GBM_grid_1_AutoML_20190416_020809_model_7 supply_area 1.6696219527611102e+20 1.0 0.3696646400715778 -1079 GBM_grid_1_AutoML_20190416_020809_model_7 city 6.963670253003027e+19 0.4170806595760777 0.15417997190300703 -1080 GBM_grid_1_AutoML_20190416_020809_model_7 exclusive_use_area 6.681896209129616e+19 0.400204141906468 0.14794132007300914 -1081 GBM_grid_1_AutoML_20190416_020809_model_7 apartment_building_count_in_sites 2.983806057044561e+19 0.17871147729641074 0.06606331393143762 -1082 GBM_grid_1_AutoML_20190416_020809_model_7 total_parking_capacity_in_site 2.655430312339492e+19 0.1590438067700366 0.05879287158525915 -1083 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_in_sites 1.8172245498277134e+19 0.10884048013518915 0.040234476914392414 -1084 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_cogeneration 1.785933658363999e+19 0.10696634980215373 0.039541677199383646 -1085 GBM_grid_1_AutoML_20190416_020809_model_7 total_household_count_of_area_type 1.629967164305834e+19 0.09762492410993412 0.0360884824331139 -1086 GBM_grid_1_AutoML_20190416_020809_model_7 floor 1.6101817824174932e+19 0.09643990244346519 0.035650421825301634 -1087 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_district 7.067212692355809e+18 0.04232822095246484 0.015647246563263134 -1088 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_individual 4.576211100390916e+18 0.027408666332058473 0.010132014774482367 -1089 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_stairway 4.313869825026818e+18 0.02583740479629431 0.009551174944405794 -1090 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_mixed 2.315139654904447e+18 0.013866250686724754 0.005125862569250374 -1091 GBM_grid_1_AutoML_20190416_020809_model_7 bathroom_count 2.0969580650467164e+18 0.012559478279372802 0.004642795017631146 -1092 GBM_grid_1_AutoML_20190416_020809_model_7 room_count 1.7897447580804055e+18 0.010719461103878301 0.00396260573072645 -1093 GBM_grid_1_AutoML_20190416_020809_model_7 front_door_structure_corridor 6.368449688282071e+17 0.003814306392983364 0.0014100141998849135 -1094 GBM_grid_1_AutoML_20190416_020809_model_7 heat_type_central 6.192736735047188e+17 0.00370906523168676 0.0013711102638734895 -1095 GBM_grid_1_AutoML_20190416_020809_model_7 heat_fuel_gas 0.0 0.0 0.0 -1096 GBM_grid_1_AutoML_20190416_021340_model_3 supply_area 1.4549672883420293e+20 1.0 0.35852996467509546 -1097 GBM_grid_1_AutoML_20190416_021340_model_3 city 6.571094464156769e+19 0.45163176635020374 0.1619235212356895 -1098 GBM_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 5.560374557588796e+19 0.38216491890515136 0.13701757487512464 -1099 GBM_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 2.404833140573995e+19 0.16528434418029844 0.05925939008030872 -1100 GBM_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 2.18659437611162e+19 0.15028477915838903 0.05388159656286174 -1101 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 1.764710774973504e+19 0.12128869075705714 0.04348563001261627 -1102 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_district 1.594692302410036e+19 0.1096033096542828 0.03929607073862356 -1103 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 1.328268870225494e+19 0.0912920091653118 0.03273092082115773 -1104 GBM_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 1.2950930859782832e+19 0.08901183527322276 0.03191341015617397 -1105 GBM_grid_1_AutoML_20190416_021340_model_3 bathroom_count 1.0684248056704008e+19 0.07343290905790033 0.0263278982905185 -1106 GBM_grid_1_AutoML_20190416_021340_model_3 floor 1.0611175613433643e+19 0.07293068166175294 0.02614783471991891 -1107 GBM_grid_1_AutoML_20190416_021340_model_3 room_count 4.930154063854567e+18 0.033884982180407634 0.012148781464157786 -1108 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 3.6304081745210245e+18 0.024951819904198418 0.008945975108831602 -1109 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 2.2657337871050998e+18 0.015572403622125131 0.0055831733205468515 -1110 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 5.121100819411763e+17 0.0035197360521055992 0.0012619308424270804 -1111 GBM_grid_1_AutoML_20190416_021340_model_3 heat_type_central 4.760054529796342e+17 0.0032715886933929214 0.0011729625786736058 -1112 GBM_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 1.5151680829626778e+17 0.0010413760468039447 0.00037336451727410885 -1113 GBM_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.0 0.0 0.0 -1114 GBM_grid_1_AutoML_20190416_015849_model_3 supply_area 1.2313319009082042e+20 1.0 0.282753227274686 -1115 GBM_grid_1_AutoML_20190416_015849_model_3 city 5.441833570170359e+19 0.4419469329233311 0.12496192156822104 -1116 GBM_grid_1_AutoML_20190416_015849_model_3 bathroom_count 5.125683515156857e+19 0.41627147898761185 0.11770210410615388 -1117 GBM_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 3.296467801467781e+19 0.2677156174575171 0.07569745482794822 -1118 GBM_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 3.1993270486653993e+19 0.25982653793876725 0.07346679213379508 -1119 GBM_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 2.5673103927360356e+19 0.20849865018866498 0.05895366622326084 -1120 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 2.336827466786747e+19 0.18978046983621175 0.05366104031989507 -1121 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 2.336039116949632e+19 0.189716445681836 0.05364293728362179 -1122 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 1.968415425081796e+19 0.15986066986731481 0.04520112031927641 -1123 GBM_grid_1_AutoML_20190416_015849_model_3 floor 1.6627149086763516e+19 0.1350338529725388 0.038181257719320794 -1124 GBM_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 1.1109054269699916e+19 0.09021982019231463 0.025509945323518843 -1125 GBM_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 7.891200450106491e+18 0.06408670517093003 0.01812072271248177 -1126 GBM_grid_1_AutoML_20190416_015849_model_3 room_count 6.535213991256392e+18 0.05307434970568176 0.0150069436647868 -1127 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 1.9221648532884685e+18 0.015610452810251408 0.0044139059113177765 -1128 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_central 1.6144177334268723e+18 0.013111150066331524 0.0037072199945379514 -1129 GBM_grid_1_AutoML_20190416_015849_model_3 heat_type_district 1.5314195863757128e+18 0.012437098277452003 0.0035166296758819917 -1130 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 1.202133720920752e+18 0.009762873194742084 0.002760483903286848 -1131 GBM_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 1.1943574249333064e+18 0.00969971966171244 0.002742627038008918 -1132 GBM_grid_1_AutoML_20190416_021340_model_8 exclusive_use_area 8.419353719238925e+19 1.0 0.17703441568926814 -1133 GBM_grid_1_AutoML_20190416_021340_model_8 city 8.405487558198716e+19 0.9983530611134055 0.17674285082580393 -1134 GBM_grid_1_AutoML_20190416_021340_model_8 supply_area 6.876083156734391e+19 0.8166996406175415 0.14458394367036173 -1135 GBM_grid_1_AutoML_20190416_021340_model_8 room_count 5.534113821870994e+19 0.6573086256282454 0.11636624846561233 -1136 GBM_grid_1_AutoML_20190416_021340_model_8 total_parking_capacity_in_site 3.85428347539203e+19 0.4577885196324121 0.08104432308237913 -1137 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_in_sites 3.03469959156408e+19 0.3604432944335785 0.0638108680191634 -1138 GBM_grid_1_AutoML_20190416_021340_model_8 apartment_building_count_in_sites 2.2657673496975376e+19 0.26911416544004685 0.04764246903238373 -1139 GBM_grid_1_AutoML_20190416_021340_model_8 total_household_count_of_area_type 1.6950898086538904e+19 0.20133253277867028 0.03564278729971232 -1140 GBM_grid_1_AutoML_20190416_021340_model_8 floor 1.5991216850025316e+19 0.18993401849222766 0.03362485798328617 -1141 GBM_grid_1_AutoML_20190416_021340_model_8 bathroom_count 1.5523714401499611e+19 0.18438130667947386 0.032641836892024406 -1142 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_cogeneration 1.3437988122608534e+19 0.15960830926846095 0.028256163770493985 -1143 GBM_grid_1_AutoML_20190416_021340_model_8 heat_fuel_gas 1.1374016780784632e+19 0.1350937038646334 0.023916234926974398 -1144 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_district 7.244579311078867e+18 0.08604673889071081 0.015233234141484012 -1145 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_stairway 5.445378615560634e+18 0.0646769193592317 0.011450040627343498 -1146 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_individual 3.123575645313958e+18 0.037099945547795755 0.006567967182157687 -1147 GBM_grid_1_AutoML_20190416_021340_model_8 heat_type_central 1.298653936848208e+18 0.015424627354480611 0.0027306898909251766 -1148 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_corridor 8.865362254757888e+17 0.010529742009175594 0.0018641267239531414 -1149 GBM_grid_1_AutoML_20190416_021340_model_8 front_door_structure_mixed 4.027862249069609e+17 0.004784051583277239 0.0008469417766728041 -1150 GBM_grid_1_AutoML_20190416_021340_model_17 supply_area 9.12655238542817e+20 1.0 0.39783364222079587 -1151 GBM_grid_1_AutoML_20190416_021340_model_17 city 5.15447567848552e+20 0.5647779644277688 0.22468767463434638 -1152 GBM_grid_1_AutoML_20190416_021340_model_17 exclusive_use_area 2.94736054511867e+20 0.32294347532859696 0.12847777902141747 -1153 GBM_grid_1_AutoML_20190416_021340_model_17 apartment_building_count_in_sites 1.1683838926477958e+20 0.1280202910480507 0.050930778665812367 -1154 GBM_grid_1_AutoML_20190416_021340_model_17 total_parking_capacity_in_site 7.743644890147324e+19 0.08484742718960499 0.03375516099190434 -1155 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_cogeneration 6.623068818606391e+19 0.07256923029534193 0.028870481201555605 -1156 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_individual 5.494863895587298e+19 0.06020744376990181 0.023952546643783806 -1157 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_in_sites 5.34557528540043e+19 0.05857168248916641 0.023301785775665083 -1158 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_district 4.221253837450641e+19 0.04625244735559147 0.01840077959310057 -1159 GBM_grid_1_AutoML_20190416_021340_model_17 floor 4.2195012159159665e+19 0.046233243811244606 0.018393139777109515 -1160 GBM_grid_1_AutoML_20190416_021340_model_17 heat_fuel_gas 3.79120405350187e+19 0.0415403746496329 0.016526158546079875 -1161 GBM_grid_1_AutoML_20190416_021340_model_17 total_household_count_of_area_type 3.1622304059535393e+19 0.0346486852034344 0.013784412632644105 -1162 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_stairway 2.088606779453525e+19 0.022884948129901505 0.009104402266552708 -1163 GBM_grid_1_AutoML_20190416_021340_model_17 bathroom_count 1.126640537875094e+19 0.012344645494764647 0.004911115279106758 -1164 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_corridor 1.0532548437419753e+19 0.01154055550509572 0.004591221229843487 -1165 GBM_grid_1_AutoML_20190416_021340_model_17 room_count 4.706574421660271e+18 0.005157012443357013 0.0020516330433186865 -1166 GBM_grid_1_AutoML_20190416_021340_model_17 front_door_structure_mixed 6.160255787173151e+17 0.0006749816937454793 0.00026853042565512584 -1167 GBM_grid_1_AutoML_20190416_021340_model_17 heat_type_central 3.642008915547259e+17 0.0003990563754788983 0.00015875805130819963 -1168 GBM_grid_1_AutoML_20190416_020809_model_5 supply_area 3.9641258129067596e+21 1.0 0.27325422040645136 -1169 GBM_grid_1_AutoML_20190416_020809_model_5 city 3.317715714140971e+21 0.8369350194029795 0.22869602625781943 -1170 GBM_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 2.7087876676989034e+21 0.6833253523082914 0.18672153642896588 -1171 GBM_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 7.742977618530659e+20 0.1953262329192573 0.053373717501280594 -1172 GBM_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 5.606837983838145e+20 0.14143945597243393 0.03864892827646004 -1173 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.9203071455794613e+20 0.12412086239945967 0.03391654949114078 -1174 GBM_grid_1_AutoML_20190416_020809_model_5 bathroom_count 4.050766906963043e+20 0.1021856292697419 0.02792265446284598 -1175 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 3.705549810713934e+20 0.09347709900248548 0.025543011813780842 -1176 GBM_grid_1_AutoML_20190416_020809_model_5 room_count 3.3157882438692005e+20 0.08364487910735217 0.02285631623147139 -1177 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 3.301669459037394e+20 0.0832887152140207 0.022758992944462174 -1178 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.165123133085288e+20 0.07984416445058311 0.02181775491094859 -1179 GBM_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 3.047464833601629e+20 0.07687608762767865 0.021006715392599372 -1180 GBM_grid_1_AutoML_20190416_020809_model_5 floor 2.7754484716396138e+20 0.07001413685214171 0.01913165838296258 -1181 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 1.4485865145027894e+20 0.036542395041710085 0.009985363668907064 -1182 GBM_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 1.0121932521491923e+20 0.025533832676389884 0.006977227541975692 -1183 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 6.231621128690231e+19 0.01572003872430273 0.004295566926368569 -1184 GBM_grid_1_AutoML_20190416_020809_model_5 heat_type_central 3.2976062358071804e+19 0.008318621535851702 0.002273098442635474 -1185 GBM_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 1.1905408551465517e+19 0.0030032872601325647 0.0008206609189241513 -1186 GBM_grid_1_AutoML_20190416_015849_model_13 supply_area 5.887218022889397e+19 1.0 0.15785894400040468 -1187 GBM_grid_1_AutoML_20190416_015849_model_13 city 5.384655007284147e+19 0.9146348897473656 0.14438329784144568 -1188 GBM_grid_1_AutoML_20190416_015849_model_13 apartment_building_count_in_sites 5.13968997388077e+19 0.8730252479010882 0.1378148437193573 -1189 GBM_grid_1_AutoML_20190416_015849_model_13 exclusive_use_area 4.813182519333618e+19 0.8175648499206334 0.12905992386032053 -1190 GBM_grid_1_AutoML_20190416_015849_model_13 total_parking_capacity_in_site 3.728260971053554e+19 0.6332806015605577 0.09996900701829066 -1191 GBM_grid_1_AutoML_20190416_015849_model_13 room_count 3.6345638886693667e+19 0.6173652605591042 0.09745662809439488 -1192 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_cogeneration 3.1538127648336118e+19 0.5357051076708295 0.08456584259254023 -1193 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_in_sites 1.5218002889977889e+19 0.2584922595156247 0.04080531511941508 -1194 GBM_grid_1_AutoML_20190416_015849_model_13 total_household_count_of_area_type 1.3149295951573156e+19 0.22335330372425366 0.03525831666491234 -1195 GBM_grid_1_AutoML_20190416_015849_model_13 floor 1.2506363124300906e+19 0.21243247788134215 0.033534366629738 -1196 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_corridor 5.943842212012884e+18 0.10096181573203733 0.015937725615822858 -1197 GBM_grid_1_AutoML_20190416_015849_model_13 bathroom_count 4.553891564102877e+18 0.0773521813936129 0.012210733670923485 -1198 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_district 1.1428838567984497e+18 0.019412969799231794 0.003064510912418479 -1199 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_individual 8.670292399316009e+17 0.01472731664702423 0.0023248386538588257 -1200 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_mixed 8.405722413882409e+17 0.014277919352062575 0.0022538972714395405 -1201 GBM_grid_1_AutoML_20190416_015849_model_13 heat_fuel_gas 6.605454917207327e+17 0.01121999370759744 0.0017711763583725172 -1202 GBM_grid_1_AutoML_20190416_015849_model_13 front_door_structure_stairway 4.2647643987797606e+17 0.007244108137661004 0.0011435472608359043 -1203 GBM_grid_1_AutoML_20190416_015849_model_13 heat_type_central 2.1894836177915085e+17 0.00371904626137309 0.000587084715509009 -1204 GBM_grid_1_AutoML_20190416_021340_model_11 supply_area 4.1106076425867986e+21 1.0 0.23381469056908838 -1205 GBM_grid_1_AutoML_20190416_021340_model_11 city 3.668224680689729e+21 0.8923801538940654 0.20865158955273638 -1206 GBM_grid_1_AutoML_20190416_021340_model_11 exclusive_use_area 2.96656864382001e+21 0.7216861597506186 0.16874082613008456 -1207 GBM_grid_1_AutoML_20190416_021340_model_11 apartment_building_count_in_sites 9.823395059458648e+20 0.23897671375117674 0.055876266378949005 -1208 GBM_grid_1_AutoML_20190416_021340_model_11 room_count 8.620887515579569e+20 0.20972294767968802 0.049036306116963364 -1209 GBM_grid_1_AutoML_20190416_021340_model_11 bathroom_count 8.507928792675815e+20 0.20697496653613454 0.04839378775619372 -1210 GBM_grid_1_AutoML_20190416_021340_model_11 total_parking_capacity_in_site 7.126995668434734e+20 0.17338058720558713 0.0405389283481612 -1211 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_cogeneration 5.643181680987304e+20 0.13728339388373392 0.03209887426119953 -1212 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_in_sites 5.627724834484959e+20 0.13690737048655516 0.03201095446694144 -1213 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_individual 4.8593674612778834e+20 0.11821530741425595 0.027640475523593916 -1214 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_district 4.46412029898078e+20 0.10860000970979358 0.02539227766609538 -1215 GBM_grid_1_AutoML_20190416_021340_model_11 heat_fuel_gas 4.271788447394389e+20 0.10392109436905926 0.024298278523502623 -1216 GBM_grid_1_AutoML_20190416_021340_model_11 floor 3.7823527210154826e+20 0.09201444287286087 0.021514328488205024 -1217 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_corridor 1.7966537208129546e+20 0.04370774048584027 0.01021951181717076 -1218 GBM_grid_1_AutoML_20190416_021340_model_11 total_household_count_of_area_type 1.6962155326388725e+20 0.04126435019158012 0.009648211271578808 -1219 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_stairway 1.5649285666266048e+20 0.03807049231392461 0.008901440380193141 -1220 GBM_grid_1_AutoML_20190416_021340_model_11 heat_type_central 4.392744666034864e+19 0.010686363301924183 0.0024986287287482646 -1221 GBM_grid_1_AutoML_20190416_021340_model_11 front_door_structure_mixed 1.2739340842133619e+19 0.003099138120153149 0.0007246240205944748 -1222 XGBoost_grid_1_AutoML_20190416_015849_model_5 supply_area 1.1865486163870273e+21 1.0 0.29599679028309933 -1223 XGBoost_grid_1_AutoML_20190416_015849_model_5 city 9.36165647078807e+20 0.7889821235722966 0.2335361761681434 -1224 XGBoost_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 8.118613715512889e+20 0.6842209078826963 0.20252719257786628 -1225 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_district 2.35696713331179e+20 0.19864058672021548 0.05879697608913543 -1226 XGBoost_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 1.956698633352029e+20 0.1649067392881098 0.04881186552533237 -1227 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 1.7378611628180976e+20 0.14646354467209152 0.04335273911642443 -1228 XGBoost_grid_1_AutoML_20190416_015849_model_5 floor 1.163797785667877e+20 0.09808260442050615 0.029032136091076747 -1229 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 9.999475073655348e+19 0.08427362297301545 0.024944721905540635 -1230 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 8.639559510003391e+19 0.07281252020090298 0.02155227227189061 -1231 XGBoost_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 7.088789398588123e+19 0.059742932575093985 0.017683716284327435 -1232 XGBoost_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.1397229631283134e+19 0.02646097192956653 0.007832362758922882 -1233 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 1.842518924775863e+19 0.015528389644802148 0.004596353493126752 -1234 XGBoost_grid_1_AutoML_20190416_015849_model_5 room_count 1.6191205920489865e+19 0.013645632127397495 0.004039063311093599 -1235 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 1.063577718610513e+19 0.00896362529037408 0.002653204315251142 -1236 XGBoost_grid_1_AutoML_20190416_015849_model_5 heat_type_central 7.834079171776086e+18 0.006602408922468267 0.0019542918491871034 -1237 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.161861074149704e+18 0.0051930961690488655 0.0015371397976699237 -1238 XGBoost_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 4.621970300437791e+18 0.003895306299805419 0.0011529981619119401 -1239 GBM_grid_1_AutoML_20190416_021340_model_2 city 9.068059422361649e+19 1.0 0.23613663539076796 -1240 GBM_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 7.44104785526244e+19 0.820577756351372 0.19376847046131834 -1241 GBM_grid_1_AutoML_20190416_021340_model_2 bathroom_count 6.546431978541102e+19 0.7219220423719032 0.17047224210013262 -1242 GBM_grid_1_AutoML_20190416_021340_model_2 supply_area 3.1454012809788e+19 0.3468659758914134 0.0819077644785336 -1243 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 2.4078260112248013e+19 0.265528256827161 0.06270094916834151 -1244 GBM_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 2.28634251078811e+19 0.25213139926609174 0.05953746029906124 -1245 GBM_grid_1_AutoML_20190416_021340_model_2 floor 1.998969533803738e+19 0.22044071842695692 0.05205412955246527 -1246 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 1.3824367503725298e+19 0.15245122313198223 0.0359993188915935 -1247 GBM_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 1.185871229263387e+19 0.13077453223774127 0.03088065803742174 -1248 GBM_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 1.1295708463142797e+19 0.12456588490463363 0.02941456894585384 -1249 GBM_grid_1_AutoML_20190416_021340_model_2 room_count 4.519257772461654e+18 0.04983709922894039 0.011768364929557821 -1250 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 3.904723131511603e+18 0.04306018465078246 0.01016808712274096 -1251 GBM_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 2.980058316685705e+18 0.03286324204423432 0.007760215404357915 -1252 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 2.4179813754968474e+18 0.02666481617372461 0.00629653997457666 -1253 GBM_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 1.9675623140098048e+18 0.02169772188697657 0.005123627042035272 -1254 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.735726713880445e+18 0.019141104320514028 0.004519915971909874 -1255 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_district 2.924538751919063e+17 0.003225098795346676 0.000761563978335983 -1256 GBM_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 2.801362354044928e+17 0.0030892633402212007 0.0007294882509958796 -1257 GBM_5_AutoML_20190416_021340 city 3.510466893073917e+20 1.0 0.23436357978385883 -1258 GBM_5_AutoML_20190416_021340 supply_area 3.444496195407357e+20 0.9812074291893427 0.2299592856153315 -1259 GBM_5_AutoML_20190416_021340 exclusive_use_area 3.1004577756232234e+20 0.8832038216171092 0.2069908093129704 -1260 GBM_5_AutoML_20190416_021340 apartment_building_count_in_sites 1.0590519748189592e+20 0.30168407994630236 0.07070376094001528 -1261 GBM_5_AutoML_20190416_021340 heat_fuel_cogeneration 6.309072047164726e+19 0.1797217361488981 0.0421202294488259 -1262 GBM_5_AutoML_20190416_021340 total_parking_capacity_in_site 5.874645327328104e+19 0.16734655264570833 0.039219937142536195 -1263 GBM_5_AutoML_20190416_021340 room_count 4.96443353787374e+19 0.14141804179006703 0.033143238519943455 -1264 GBM_5_AutoML_20190416_021340 heat_type_individual 4.813595056096359e+19 0.13712122070125454 0.032136220147878584 -1265 GBM_5_AutoML_20190416_021340 total_household_count_in_sites 3.86131375274003e+19 0.10999430760501765 0.02577865968615886 -1266 GBM_5_AutoML_20190416_021340 heat_fuel_gas 3.7726975135877956e+19 0.10746996420992475 0.02518704553148115 -1267 GBM_5_AutoML_20190416_021340 floor 2.7759264513344406e+19 0.07907570519497818 0.01853246534342817 -1268 GBM_5_AutoML_20190416_021340 bathroom_count 2.5544841497933775e+19 0.07276764680029671 0.017054086196564996 -1269 GBM_5_AutoML_20190416_021340 total_household_count_of_area_type 2.0879862150908084e+19 0.05947887499552737 0.013939682065468443 -1270 GBM_5_AutoML_20190416_021340 front_door_structure_stairway 9.028104269319897e+18 0.025717673871621383 0.006027286112266999 -1271 GBM_5_AutoML_20190416_021340 heat_type_district 4.0336738552171725e+18 0.01149041987313862 0.00269293593468836 -1272 GBM_5_AutoML_20190416_021340 front_door_structure_corridor 2.725493337309053e+18 0.007763905543978775 0.0018195766963906134 -1273 GBM_5_AutoML_20190416_021340 heat_type_central 4.9609755050849075e+17 0.0014131953544050837 0.0003312015221922945 -1274 GBM_5_AutoML_20190416_021340 front_door_structure_mixed 0.0 0.0 0.0 -1275 GBM_grid_1_AutoML_20190416_021340_model_15 supply_area 3.385106030852571e+20 1.0 0.23516244512971154 -1276 GBM_grid_1_AutoML_20190416_021340_model_15 exclusive_use_area 3.315208053573456e+20 0.9793513182033146 0.23030665062969763 -1277 GBM_grid_1_AutoML_20190416_021340_model_15 city 3.033644764088857e+20 0.8961742221483102 0.21074652134261393 -1278 GBM_grid_1_AutoML_20190416_021340_model_15 apartment_building_count_in_sites 9.231277965263136e+19 0.2727027715270163 0.06412945054594223 -1279 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_gas 7.214346149801073e+19 0.21312024155367656 0.050117877110397335 -1280 GBM_grid_1_AutoML_20190416_021340_model_15 total_parking_capacity_in_site 4.562937191289009e+19 0.13479451307289744 0.031698607284291434 -1281 GBM_grid_1_AutoML_20190416_021340_model_15 bathroom_count 4.194995300756095e+19 0.12392507834383981 0.029142524436228435 -1282 GBM_grid_1_AutoML_20190416_021340_model_15 heat_fuel_cogeneration 4.0744813496727765e+19 0.12036495496853254 0.028305317118327733 -1283 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_in_sites 3.9014278951631585e+19 0.11525275307788652 0.02710311922172668 -1284 GBM_grid_1_AutoML_20190416_021340_model_15 room_count 3.4210237771971297e+19 0.10106105232796836 0.023765764172826765 -1285 GBM_grid_1_AutoML_20190416_021340_model_15 floor 3.003428821163154e+19 0.08872480784321878 0.020864742756075135 -1286 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_individual 2.310147597236437e+19 0.06824446785953717 0.01604853592842477 -1287 GBM_grid_1_AutoML_20190416_021340_model_15 total_household_count_of_area_type 1.9494017904049914e+19 0.05758761387790314 0.013542444088713412 -1288 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_district 1.3719628026063356e+19 0.040529389333804525 0.009530990295351522 -1289 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_stairway 7.113431213385187e+18 0.02101390960446105 0.004941682364319791 -1290 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_mixed 3.022983800389894e+18 0.008930248485092584 0.0021000590693702743 -1291 GBM_grid_1_AutoML_20190416_021340_model_15 front_door_structure_corridor 2.2649928537069322e+18 0.006691054380758857 0.0015734847086751208 -1292 GBM_grid_1_AutoML_20190416_021340_model_15 heat_type_central 1.3240063385225134e+18 0.003911269917264748 0.0009197837973062627 -1293 GBM_grid_1_AutoML_20190416_021340_model_4 city 3.7603826842895416e+21 1.0 0.2808971970926132 -1294 GBM_grid_1_AutoML_20190416_021340_model_4 supply_area 3.542755239496117e+21 0.9421262506864932 0.2646406231252086 -1295 GBM_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 2.4054986617681483e+21 0.6396951756580661 0.1796885818360176 -1296 GBM_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 5.749995101462022e+20 0.15290983881733258 0.042951945131671984 -1297 GBM_grid_1_AutoML_20190416_021340_model_4 bathroom_count 5.1755127664011536e+20 0.1376326081923488 0.03866061386977661 -1298 GBM_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 4.44863354576216e+20 0.11830268138261708 0.03323089160891761 -1299 GBM_grid_1_AutoML_20190416_021340_model_4 room_count 3.3335415743377834e+20 0.08864899809971329 0.024901255091277857 -1300 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 2.954714606650817e+20 0.07857483811409101 0.022071451788253996 -1301 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 2.9191560487648205e+20 0.07762922802938989 0.02180583256591894 -1302 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 2.5033131864999382e+20 0.06657070294889136 0.018699523866828546 -1303 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_district 2.4747631796121764e+20 0.06581147152792348 0.018486257888734023 -1304 GBM_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 2.40780767137085e+20 0.06403092114614826 0.017986106277211183 -1305 GBM_grid_1_AutoML_20190416_021340_model_4 floor 1.6218927687258656e+20 0.04313105619547585 0.012115392792953157 -1306 GBM_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 1.18584466506246e+20 0.03153521236061389 0.008858152761816772 -1307 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 1.0724540539913162e+20 0.028519811520032506 0.00801113511758675 -1308 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 7.583189200064112e+19 0.020166003932913075 0.0056645739813138965 -1309 GBM_grid_1_AutoML_20190416_021340_model_4 heat_type_central 1.345452257846703e+19 0.0035779663156833797 0.0010050407093672453 -1310 GBM_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 4.356471502556627e+18 0.001158518126561288 0.0003254244945320511 -1311 GBM_grid_1_AutoML_20190416_015849_model_1 supply_area 5.330900745819295e+21 1.0 0.22625258845673918 -1312 GBM_grid_1_AutoML_20190416_015849_model_1 city 5.036137898408082e+21 0.9447067462956654 0.2137423466819383 -1313 GBM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 3.4335207120092225e+21 0.644078904433163 0.14572451929838387 -1314 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 1.4081338808279803e+21 0.2641455821386836 0.05976362168828939 -1315 GBM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 1.2781668917189972e+21 0.23976565174682474 0.05424759933073618 -1316 GBM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 1.1527579676453781e+21 0.21624074853567982 0.048925029086020394 -1317 GBM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 1.1291198398387055e+21 0.21180657710129128 0.047921786321329055 -1318 GBM_grid_1_AutoML_20190416_015849_model_1 room_count 9.056522818597442e+20 0.16988729016761248 0.03843743914632346 -1319 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 6.829400619807859e+20 0.12810969375416992 0.0289851498182811 -1320 GBM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 6.53833930907788e+20 0.12264980386673878 0.02774983559856103 -1321 GBM_grid_1_AutoML_20190416_015849_model_1 floor 6.356077224783312e+20 0.11923083035766521 0.02697628399226811 -1322 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 5.228164420013486e+20 0.09807281488243093 0.02218922822438861 -1323 GBM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 4.6438343310486746e+20 0.08711162620483143 0.019709230913519022 -1324 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 4.045058946279072e+20 0.07587946463740428 0.017167925284924324 -1325 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 2.2603390607912075e+20 0.042400696778379446 0.009593267398477672 -1326 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 2.078297582509637e+20 0.038985861519547534 0.008820652082013613 -1327 GBM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 6.840909779761837e+19 0.012832558897531062 0.0029033996670899623 -1328 GBM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 2.0972218928618013e+19 0.003934085425444333 0.0008900970107167124 -1329 GBM_5_AutoML_20190416_020809 supply_area 5.210785099420208e+20 1.0 0.3477745722857248 -1330 GBM_5_AutoML_20190416_020809 city 3.368282623338296e+20 0.646405975121307 0.2248035615207494 -1331 GBM_5_AutoML_20190416_020809 exclusive_use_area 2.3911980089170146e+20 0.4588939983694737 0.1595916640074298 -1332 GBM_5_AutoML_20190416_020809 heat_fuel_gas 7.820231592482387e+19 0.15007779908928745 0.05219324238785988 -1333 GBM_5_AutoML_20190416_020809 total_parking_capacity_in_site 7.530459261223882e+19 0.14451678811436264 0.050259264174579175 -1334 GBM_5_AutoML_20190416_020809 apartment_building_count_in_sites 4.8376857956655825e+19 0.09283986392384251 0.032287343967179215 -1335 GBM_5_AutoML_20190416_020809 total_household_count_in_sites 4.719060365754132e+19 0.09056332732430687 0.03149562242498291 -1336 GBM_5_AutoML_20190416_020809 heat_type_individual 3.273506700144935e+19 0.06282175598662033 0.021847809318485057 -1337 GBM_5_AutoML_20190416_020809 floor 2.5164362096211657e+19 0.04829284189634234 0.016795022434962587 -1338 GBM_5_AutoML_20190416_020809 front_door_structure_stairway 2.1651695124351025e+19 0.041551694631889846 0.014450622828352537 -1339 GBM_5_AutoML_20190416_020809 heat_fuel_cogeneration 2.122593343575058e+19 0.04073461682024143 0.014166463941882352 -1340 GBM_5_AutoML_20190416_020809 heat_type_district 1.977114321276109e+19 0.03794273384055116 0.013195518032748776 -1341 GBM_5_AutoML_20190416_020809 total_household_count_of_area_type 1.6802796069300732e+19 0.03224618891147582 0.011214404556533183 -1342 GBM_5_AutoML_20190416_020809 bathroom_count 1.0432203707734032e+19 0.02002040673082987 0.006962588387800604 -1343 GBM_5_AutoML_20190416_020809 front_door_structure_corridor 3.3114395764253e+18 0.006354972452795561 0.0022100978266585396 -1344 GBM_5_AutoML_20190416_020809 room_count 6.030973148394947e+17 0.0011574020101243476 0.00040251498903363307 -1345 GBM_5_AutoML_20190416_020809 heat_type_central 5.239438163532841e+17 0.0010054987998096144 0.00034968691503759825 -1346 GBM_5_AutoML_20190416_020809 front_door_structure_mixed 0.0 0.0 0.0 -1347 GBM_5_AutoML_20190416_015849 supply_area 3.5811737590673546e+20 1.0 0.2425989195567782 -1348 GBM_5_AutoML_20190416_015849 city 3.464669155144489e+20 0.9674674808425919 0.23470656555873082 -1349 GBM_5_AutoML_20190416_015849 exclusive_use_area 3.261974098603053e+20 0.9108673072184493 0.22097542459078776 -1350 GBM_5_AutoML_20190416_015849 total_parking_capacity_in_site 7.203043610072187e+19 0.2011363897614417 0.04879547083967678 -1351 GBM_5_AutoML_20190416_015849 apartment_building_count_in_sites 6.176827626426991e+19 0.1724805340926999 0.04184359121546504 -1352 GBM_5_AutoML_20190416_015849 total_household_count_in_sites 5.3229372205938246e+19 0.14863666436503986 0.03605909418148214 -1353 GBM_5_AutoML_20190416_015849 heat_fuel_cogeneration 5.229796271190966e+19 0.14603581459708234 0.035428130837846156 -1354 GBM_5_AutoML_20190416_015849 heat_type_individual 3.7780275061546025e+19 0.1054969057725508 0.025593435357004063 -1355 GBM_5_AutoML_20190416_015849 heat_fuel_gas 3.3768698091512267e+19 0.09429505621170041 0.022875878756504188 -1356 GBM_5_AutoML_20190416_015849 room_count 3.266148768331858e+19 0.09120330338795014 0.022125822861925753 -1357 GBM_5_AutoML_20190416_015849 floor 2.749247241491107e+19 0.07676944561905574 0.01862418456215576 -1358 GBM_5_AutoML_20190416_015849 total_household_count_of_area_type 2.0945566766760722e+19 0.05848799353487829 0.014189124038605302 -1359 GBM_5_AutoML_20190416_015849 heat_type_district 1.8176799675439383e+19 0.05075654212370072 0.012313482279647894 -1360 GBM_5_AutoML_20190416_015849 front_door_structure_stairway 1.2777031001222152e+19 0.035678333029419036 0.00865552504452397 -1361 GBM_5_AutoML_20190416_015849 bathroom_count 1.2704203749044781e+19 0.03547497162593233 0.008606189787758546 -1362 GBM_5_AutoML_20190416_015849 front_door_structure_corridor 8.993240954626376e+18 0.025112551246238568 0.006092277799651701 -1363 GBM_5_AutoML_20190416_015849 heat_type_central 7.630070561678295e+17 0.0021306060735978905 0.0005168827314559577 -1364 GBM_5_AutoML_20190416_015849 front_door_structure_mixed 0.0 0.0 0.0 -1365 DeepLearning_1_AutoML_20190416_021340 city 1.0 1.0 0.07917597694267801 -1366 DeepLearning_1_AutoML_20190416_021340 heat_type_central 0.9536337852478027 0.9536337852478027 0.07550488659253878 -1367 DeepLearning_1_AutoML_20190416_021340 front_door_structure_stairway 0.9485752582550049 0.9485752582550049 0.0751043727759931 -1368 DeepLearning_1_AutoML_20190416_021340 front_door_structure_corridor 0.8994131684303284 0.8994131684303284 0.07121191628558066 -1369 DeepLearning_1_AutoML_20190416_021340 total_household_count_of_area_type 0.8682571649551392 0.8682571649551392 0.06874510927280307 -1370 DeepLearning_1_AutoML_20190416_021340 supply_area 0.8248660564422607 0.8248660564422607 0.06530957586567017 -1371 DeepLearning_1_AutoML_20190416_021340 floor 0.816993236541748 0.816993236541748 0.06468623765875332 -1372 DeepLearning_1_AutoML_20190416_021340 front_door_structure_mixed 0.753852903842926 0.753852903842926 0.05968704013283837 -1373 DeepLearning_1_AutoML_20190416_021340 exclusive_use_area 0.7090346217155457 0.7090346217155457 0.056138508860510465 -1374 DeepLearning_1_AutoML_20190416_021340 room_count 0.6656375527381897 0.6656375527381897 0.052702503527779526 -1375 DeepLearning_1_AutoML_20190416_021340 apartment_building_count_in_sites 0.6462345719337463 0.6462345719337463 0.051166253566987695 -1376 DeepLearning_1_AutoML_20190416_021340 total_parking_capacity_in_site 0.590965211391449 0.590965211391449 0.0467902479510542 -1377 DeepLearning_1_AutoML_20190416_021340 heat_type_individual 0.5707792043685913 0.5707792043685913 0.045192001124447684 -1378 DeepLearning_1_AutoML_20190416_021340 heat_fuel_gas 0.5197930335998535 0.5197930335998535 0.04115512124326666 -1379 DeepLearning_1_AutoML_20190416_021340 total_household_count_in_sites 0.49679240584373474 0.49679240584373474 0.03933402407038108 -1380 DeepLearning_1_AutoML_20190416_021340 bathroom_count 0.49193498492240906 0.49193498492240906 0.038949433023513315 -1381 DeepLearning_1_AutoML_20190416_021340 heat_fuel_cogeneration 0.4918498992919922 0.4918498992919922 0.03894269628560127 -1382 DeepLearning_1_AutoML_20190416_021340 heat_type_district 0.38148054480552673 0.38148054480552673 0.03020409481960263 -1383 DeepLearning_grid_1_AutoML_20190416_015849_model_3 city 1.0 1.0 0.10588649944601221 -1384 DeepLearning_grid_1_AutoML_20190416_015849_model_3 supply_area 0.6622630953788757 0.6622630953788757 0.07012472088194965 -1385 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_cogeneration 0.6041501760482788 0.6041501760482788 0.06397134728144425 -1386 DeepLearning_grid_1_AutoML_20190416_015849_model_3 exclusive_use_area 0.6031635403633118 0.6031635403633118 0.06386687588253458 -1387 DeepLearning_grid_1_AutoML_20190416_015849_model_3 apartment_building_count_in_sites 0.5966374278068542 0.5966374278068542 0.06317584866894062 -1388 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_parking_capacity_in_site 0.571448028087616 0.571448028087616 0.06050863130952412 -1389 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_fuel_gas 0.5541250109672546 0.5541250109672546 0.05867435766680572 -1390 DeepLearning_grid_1_AutoML_20190416_015849_model_3 room_count 0.5160220861434937 0.5160220861434937 0.054639772338563104 -1391 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_in_sites 0.49915698170661926 0.49915698170661926 0.05285398546695107 -1392 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_district 0.4731612205505371 0.4731612205505371 0.05010138531769891 -1393 DeepLearning_grid_1_AutoML_20190416_015849_model_3 bathroom_count 0.46317997574806213 0.46317997574806213 0.04904450624545113 -1394 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_mixed 0.462480366230011 0.462480366230011 0.04897042704260558 -1395 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_individual 0.4621308445930481 0.4621308445930481 0.04893341741998694 -1396 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_stairway 0.4467972218990326 0.4467972218990326 0.04730979378909171 -1397 DeepLearning_grid_1_AutoML_20190416_015849_model_3 heat_type_central 0.41894832253456116 0.41894832253456116 0.04436097132196355 -1398 DeepLearning_grid_1_AutoML_20190416_015849_model_3 floor 0.3929085433483124 0.3929085433483124 0.041603710257584546 -1399 DeepLearning_grid_1_AutoML_20190416_015849_model_3 front_door_structure_corridor 0.3895597457885742 0.3895597457885742 0.04124911780663052 -1400 DeepLearning_grid_1_AutoML_20190416_015849_model_3 total_household_count_of_area_type 0.32794201374053955 0.32794201374053955 0.03472463185626177 -1401 GBM_grid_1_AutoML_20190416_021340_model_16 exclusive_use_area 1.4002208451764578e+20 1.0 0.3222670832494813 -1402 GBM_grid_1_AutoML_20190416_021340_model_16 city 7.2501937473037795e+19 0.5177893024717897 0.1668664482453671 -1403 GBM_grid_1_AutoML_20190416_021340_model_16 apartment_building_count_in_sites 5.840061288588037e+19 0.41708144173871836 0.1344116197066252 -1404 GBM_grid_1_AutoML_20190416_021340_model_16 supply_area 2.8369508859922874e+19 0.20260738838199277 0.06529369209865965 -1405 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_of_area_type 2.765691537396125e+19 0.1975182377068232 0.06365362635435563 -1406 GBM_grid_1_AutoML_20190416_021340_model_16 total_household_count_in_sites 2.3945300569147572e+19 0.17101088483031368 0.05511117905817816 -1407 GBM_grid_1_AutoML_20190416_021340_model_16 bathroom_count 2.3058289354648584e+19 0.16467608973313597 0.05306968311922758 -1408 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_gas 1.7899563316053803e+19 0.12783385833538333 0.041196644666271376 -1409 GBM_grid_1_AutoML_20190416_021340_model_16 total_parking_capacity_in_site 1.6668209248991183e+19 0.11903985936511774 0.03836262826802494 -1410 GBM_grid_1_AutoML_20190416_021340_model_16 floor 1.2103352530302403e+19 0.08643888263766793 0.02785640658698547 -1411 GBM_grid_1_AutoML_20190416_021340_model_16 room_count 5.340218024945254e+18 0.03813839826297025 0.012290750368014504 -1412 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_individual 3.374144724557365e+18 0.0240972324914371 0.007765744829400064 -1413 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_district 1.4072911832306156e+18 0.010050494449347145 0.0032389435314062057 -1414 GBM_grid_1_AutoML_20190416_021340_model_16 heat_fuel_cogeneration 1.23718175356774e+18 0.008835618737070212 0.0028474290791000827 -1415 GBM_grid_1_AutoML_20190416_021340_model_16 heat_type_central 9.237517391385068e+17 0.006597186024766645 0.0021260558978557866 -1416 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_corridor 6.286921588277248e+17 0.004489950003197503 0.0014469630914664587 -1417 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_stairway 5.7345441263517696e+17 0.00409545690317808 0.001319830950761153 -1418 GBM_grid_1_AutoML_20190416_021340_model_16 front_door_structure_mixed 3.802971576698143e+17 0.0027159798326091104 0.0008752708988193523 -1419 DeepLearning_grid_1_AutoML_20190416_021340_model_2 city 1.0 1.0 0.09779695506860485 -1420 DeepLearning_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 0.6388648748397827 0.6388648748397827 0.06247903945961609 -1421 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_gas 0.6313660144805908 0.6313660144805908 0.06174567375000246 -1422 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 0.6248090863227844 0.6248090863227844 0.061104426141565395 -1423 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 0.6158559322357178 0.6158559322357178 0.06022883493359024 -1424 DeepLearning_grid_1_AutoML_20190416_021340_model_2 supply_area 0.5926145315170288 0.5926145315170288 0.057955896711773175 -1425 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 0.5540794730186462 0.5540794730186462 0.0541872853272408 -1426 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_district 0.5533953309059143 0.5533953309059143 0.05412037831178141 -1427 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 0.5470019578933716 0.5470019578933716 0.05349512589853694 -1428 DeepLearning_grid_1_AutoML_20190416_021340_model_2 room_count 0.5402866005897522 0.5402866005897522 0.052838384402045246 -1429 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_type_central 0.5360711216926575 0.5360711216926575 0.05242612340175342 -1430 DeepLearning_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 0.5242023468017578 0.5242023468017578 0.051265393357028725 -1431 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 0.5206319689750671 0.5206319689750671 0.05091622127713391 -1432 DeepLearning_grid_1_AutoML_20190416_021340_model_2 floor 0.4796963334083557 0.4796963334083557 0.04691284076491145 -1433 DeepLearning_grid_1_AutoML_20190416_021340_model_2 bathroom_count 0.4788256883621216 0.4788256883621216 0.04682769433044419 -1434 DeepLearning_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 0.4677640497684479 0.4677640497684479 0.04574589975791354 -1435 DeepLearning_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 0.46310484409332275 0.46310484409332275 0.04529024362984794 -1436 DeepLearning_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 0.4566970765590668 0.4566970765590668 0.04466358347621024 -1437 GBM_grid_1_AutoML_20190416_015849_model_5 supply_area 4.3020933803931976e+21 1.0 0.3216625664438349 -1438 GBM_grid_1_AutoML_20190416_015849_model_5 city 3.263800026776975e+21 0.7586539245409578 0.24403056841053195 -1439 GBM_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 2.6559255411727354e+21 0.6173565532717452 0.19858049333630964 -1440 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 8.746523167746928e+20 0.20330853829461795 0.0653967462077915 -1441 GBM_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 7.308864391449349e+20 0.16989088207056402 0.05464753714222452 -1442 GBM_grid_1_AutoML_20190416_015849_model_5 bathroom_count 3.293945433832733e+20 0.076566107301271 0.024628450577140876 -1443 GBM_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 2.5499873671380992e+20 0.059273175676745504 0.01906596180945825 -1444 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 2.490584712131222e+20 0.05789239079472493 0.018621815000600662 -1445 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 2.1792496384380764e+20 0.05065556336759245 0.016293998517478096 -1446 GBM_grid_1_AutoML_20190416_015849_model_5 floor 1.8856012208284054e+20 0.04382985337840499 0.014098423124554737 -1447 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_district 1.7203664374843677e+20 0.039989053824934215 0.012862981682988993 -1448 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 5.385988055181663e+19 0.012519458735434051 0.004027041227327405 -1449 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 2.9869680325837193e+19 0.006943057178156184 0.0022333215908920084 -1450 GBM_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 2.0449931114215113e+19 0.004753483782433857 0.001529017793006822 -1451 GBM_grid_1_AutoML_20190416_015849_model_5 heat_type_central 1.922962274096513e+19 0.0044698292297894295 0.0014377767416197378 -1452 GBM_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 6.928612104849064e+18 0.0016105210864148678 0.0005180443459681196 -1453 GBM_grid_1_AutoML_20190416_015849_model_5 room_count 4.885136759278535e+18 0.0011355255052209138 0.0003652560482717914 -1454 GBM_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.0 0.0 0.0 -1455 DeepLearning_1_AutoML_20190416_020809 city 1.0 1.0 0.07558075189856184 -1456 DeepLearning_1_AutoML_20190416_020809 front_door_structure_mixed 0.917976975440979 0.917976975440979 0.06938139002939683 -1457 DeepLearning_1_AutoML_20190416_020809 supply_area 0.8936480283737183 0.8936480283737183 0.06754258991715295 -1458 DeepLearning_1_AutoML_20190416_020809 heat_type_individual 0.8894039392471313 0.8894039392471313 0.067221818469841 -1459 DeepLearning_1_AutoML_20190416_020809 total_household_count_in_sites 0.867792546749115 0.867792546749115 0.06558841317526598 -1460 DeepLearning_1_AutoML_20190416_020809 heat_fuel_cogeneration 0.8673058152198792 0.8673058152198792 0.0655516256403136 -1461 DeepLearning_1_AutoML_20190416_020809 apartment_building_count_in_sites 0.8541399240493774 0.8541399240493774 0.06455653768623244 -1462 DeepLearning_1_AutoML_20190416_020809 heat_type_district 0.8024343252182007 0.8024343252182007 0.060648589649206705 -1463 DeepLearning_1_AutoML_20190416_020809 front_door_structure_corridor 0.8009785413742065 0.8009785413742065 0.06053856041167585 -1464 DeepLearning_1_AutoML_20190416_020809 total_parking_capacity_in_site 0.7319377064704895 0.7319377064704895 0.05532040219794845 -1465 DeepLearning_1_AutoML_20190416_020809 room_count 0.6987099051475525 0.6987099051475525 0.05280901999002484 -1466 DeepLearning_1_AutoML_20190416_020809 exclusive_use_area 0.6873521208763123 0.6873521208763123 0.05195059011490284 -1467 DeepLearning_1_AutoML_20190416_020809 bathroom_count 0.6764413118362427 0.6764413118362427 0.05112594296383276 -1468 DeepLearning_1_AutoML_20190416_020809 heat_fuel_gas 0.6638084053993225 0.6638084053993225 0.05017113839666615 -1469 DeepLearning_1_AutoML_20190416_020809 total_household_count_of_area_type 0.6400241851806641 0.6400241851806641 0.048373509149218966 -1470 DeepLearning_1_AutoML_20190416_020809 front_door_structure_stairway 0.5167799592018127 0.5167799592018127 0.039058617882581116 -1471 DeepLearning_1_AutoML_20190416_020809 heat_type_central 0.4085588753223419 0.4085588753223419 0.030879186991693383 -1472 DeepLearning_1_AutoML_20190416_020809 floor 0.31358930468559265 0.31358930468559265 0.02370131543548429 -1473 DeepLearning_grid_1_AutoML_20190416_021340_model_6 city 1.0 1.0 0.09140162674495823 -1474 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.6922146677970886 0.6922146677970886 0.06326954669337476 -1475 DeepLearning_grid_1_AutoML_20190416_021340_model_6 supply_area 0.6662620902061462 0.6662620902061462 0.06089743888333787 -1476 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_district 0.6578097939491272 0.6578097939491272 0.06012488525571601 -1477 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 0.6386852860450745 0.6386852860450745 0.058376874122588775 -1478 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 0.6231026649475098 0.6231026649475098 0.05695259720532106 -1479 DeepLearning_grid_1_AutoML_20190416_021340_model_6 bathroom_count 0.596828043460846 0.596828043460846 0.05455105405933195 -1480 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 0.5961317420005798 0.5961317420005798 0.05448741097315874 -1481 DeepLearning_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 0.5918883085250854 0.5918883085250854 0.05409955425051454 -1482 DeepLearning_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 0.5912916660308838 0.5912916660308838 0.05404502015595934 -1483 DeepLearning_grid_1_AutoML_20190416_021340_model_6 floor 0.5746373534202576 0.5746373534202576 0.05252278889102903 -1484 DeepLearning_grid_1_AutoML_20190416_021340_model_6 room_count 0.5734550952911377 0.5734550952911377 0.052414728574795025 -1485 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 0.5524595379829407 0.5524595379829407 0.05049570048240882 -1486 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 0.5348172783851624 0.5348172783851624 0.04888316925571503 -1487 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 0.531967043876648 0.531967043876648 0.04862265318503219 -1488 DeepLearning_grid_1_AutoML_20190416_021340_model_6 heat_type_central 0.5157274603843689 0.5157274603843689 0.04713832883617732 -1489 DeepLearning_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 0.5024674534797668 0.5024674534797668 0.045926342634447316 -1490 DeepLearning_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 0.5009788274765015 0.5009788274765015 0.04579027979613401 -1491 GBM_grid_1_AutoML_20190416_021340_model_6 supply_area 8.870111370933694e+21 1.0 0.3642780780398368 -1492 GBM_grid_1_AutoML_20190416_021340_model_6 city 5.739973958972425e+21 0.6471140799631492 0.23572947332149324 -1493 GBM_grid_1_AutoML_20190416_021340_model_6 exclusive_use_area 3.838601765567666e+21 0.4327568848962043 0.1576438462884962 -1494 GBM_grid_1_AutoML_20190416_021340_model_6 apartment_building_count_in_sites 9.956891604038095e+20 0.11225215995219237 0.04089100108320498 -1495 GBM_grid_1_AutoML_20190416_021340_model_6 total_parking_capacity_in_site 7.90052197774538e+20 0.08906902796772605 0.03244589432095972 -1496 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_district 6.907707662016205e+20 0.07787622244126434 0.02836860063590658 -1497 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_cogeneration 6.792183294699734e+20 0.07657382202614632 0.027894164715849105 -1498 GBM_grid_1_AutoML_20190416_021340_model_6 heat_fuel_gas 6.226802101167084e+20 0.07019981870319665 0.025572255035945464 -1499 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_in_sites 4.4170140542533684e+20 0.049796601976468985 0.018139810460902864 -1500 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_individual 4.260140661014381e+20 0.048028040267615556 0.017495562200706888 -1501 GBM_grid_1_AutoML_20190416_021340_model_6 floor 2.9783198018852146e+20 0.03357702826195414 0.012231375321553937 -1502 GBM_grid_1_AutoML_20190416_021340_model_6 room_count 2.8485895684160173e+20 0.03211447353130772 0.011698598695245987 -1503 GBM_grid_1_AutoML_20190416_021340_model_6 total_household_count_of_area_type 1.9459037161514546e+20 0.021937759682792157 0.007991444933747347 -1504 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_stairway 1.8535948771484972e+20 0.020897086853075016 0.007612350635469709 -1505 GBM_grid_1_AutoML_20190416_021340_model_6 bathroom_count 1.835242884588823e+20 0.020690189872955785 0.007536982601199629 -1506 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_corridor 9.66976496163881e+19 0.010901514713023204 0.003971182827383096 -1507 GBM_grid_1_AutoML_20190416_021340_model_6 heat_type_central 1.2159793760691028e+19 0.0013708727266421067 0.0004993788820984172 -1508 GBM_grid_1_AutoML_20190416_021340_model_6 front_door_structure_mixed 0.0 0.0 0.0 -1509 DeepLearning_grid_1_AutoML_20190416_020809_model_1 city 1.0 1.0 0.117216195630159 -1510 DeepLearning_grid_1_AutoML_20190416_020809_model_1 supply_area 0.700688898563385 0.700688898563385 0.08213208700988638 -1511 DeepLearning_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.6795383095741272 0.6795383095741272 0.07965289543322844 -1512 DeepLearning_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.6287859082221985 0.6287859082221985 0.07370389202766042 -1513 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.5363758206367493 0.5363758206367493 0.06287193312304427 -1514 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.4726800322532654 0.4726800322532654 0.05540575513106862 -1515 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.4637191891670227 0.4637191891670227 0.054355399194860446 -1516 DeepLearning_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.4558580815792084 0.4558580815792084 0.05343395006997747 -1517 DeepLearning_grid_1_AutoML_20190416_020809_model_1 room_count 0.4473789930343628 0.4473789930343628 0.05244006356833941 -1518 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.43798118829727173 0.43798118829727173 0.051338488649782514 -1519 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.42868953943252563 0.42868953943252563 0.05024935691872569 -1520 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.4058772921562195 0.4058772921562195 0.04757539207922262 -1521 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.37632983922958374 0.37632983922958374 0.04411195205660117 -1522 DeepLearning_grid_1_AutoML_20190416_020809_model_1 floor 0.35347601771354675 0.35347601771354675 0.041433114042880644 -1523 DeepLearning_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.3185288608074188 0.3185288608074188 0.03733674126225409 -1524 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.297958642244339 0.297958642244339 0.034925578499009 -1525 DeepLearning_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.2943436801433563 0.2943436801433563 0.034501846394184604 -1526 DeepLearning_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.23303399980068207 0.23303399980068207 0.027315358909115184 -1527 DeepLearning_1_AutoML_20190416_015849 city 1.0 1.0 0.10113582441701437 -1528 DeepLearning_1_AutoML_20190416_015849 exclusive_use_area 0.7808131575584412 0.7808131575584412 0.07896818240532508 -1529 DeepLearning_1_AutoML_20190416_015849 heat_type_individual 0.757499098777771 0.757499098777771 0.07661029585003527 -1530 DeepLearning_1_AutoML_20190416_015849 supply_area 0.6812328100204468 0.6812328100204468 0.06889704186133722 -1531 DeepLearning_1_AutoML_20190416_015849 bathroom_count 0.6282981038093567 0.6282981038093567 0.06354344670840616 -1532 DeepLearning_1_AutoML_20190416_015849 apartment_building_count_in_sites 0.568518877029419 0.568518877029419 0.0574976253250055 -1533 DeepLearning_1_AutoML_20190416_015849 total_household_count_in_sites 0.5374017953872681 0.5374017953872681 0.054350573619675026 -1534 DeepLearning_1_AutoML_20190416_015849 front_door_structure_corridor 0.5108906030654907 0.5108906030654907 0.05166934232793405 -1535 DeepLearning_1_AutoML_20190416_015849 floor 0.5063374042510986 0.5063374042510986 0.05120885081210593 -1536 DeepLearning_1_AutoML_20190416_015849 total_parking_capacity_in_site 0.5059372782707214 0.5059372782707214 0.05116838374120982 -1537 DeepLearning_1_AutoML_20190416_015849 heat_fuel_cogeneration 0.4903944432735443 0.4903944432735443 0.04959644630999269 -1538 DeepLearning_1_AutoML_20190416_015849 heat_type_district 0.48135486245155334 0.48135486245155334 0.0486822208511764 -1539 DeepLearning_1_AutoML_20190416_015849 total_household_count_of_area_type 0.4433438181877136 0.4433438181877136 0.044837942552601345 -1540 DeepLearning_1_AutoML_20190416_015849 heat_type_central 0.4407172203063965 0.4407172203063965 0.044572299410462354 -1541 DeepLearning_1_AutoML_20190416_015849 room_count 0.4216771721839905 0.4216771721839905 0.0426466684466632 -1542 DeepLearning_1_AutoML_20190416_015849 front_door_structure_mixed 0.4205125868320465 0.4205125868320465 0.042528887146990366 -1543 DeepLearning_1_AutoML_20190416_015849 heat_fuel_gas 0.3948497474193573 0.3948497474193573 0.03993345472610659 -1544 DeepLearning_1_AutoML_20190416_015849 front_door_structure_stairway 0.3179141879081726 0.3179141879081726 0.03215251348795865 -1545 GBM_grid_1_AutoML_20190416_020809_model_11 supply_area 6.623709262139338e+20 1.0 0.24497434277084765 -1546 GBM_grid_1_AutoML_20190416_020809_model_11 city 6.435682570321736e+20 0.9716130819792546 0.2380202761854256 -1547 GBM_grid_1_AutoML_20190416_020809_model_11 exclusive_use_area 4.093460679586795e+20 0.618001261466099 0.15139445285921238 -1548 GBM_grid_1_AutoML_20190416_020809_model_11 room_count 1.8274198153767315e+20 0.2758907045969146 0.06758614403521523 -1549 GBM_grid_1_AutoML_20190416_020809_model_11 apartment_building_count_in_sites 1.4728570462133866e+20 0.22236136701109982 0.05447282974117142 -1550 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_cogeneration 1.446871364324389e+20 0.21843823559627007 0.05351176320121984 -1551 GBM_grid_1_AutoML_20190416_020809_model_11 total_parking_capacity_in_site 1.1429969608108199e+20 0.17256146300745884 0.04227313098782817 -1552 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_in_sites 8.928639588741048e+19 0.1347981808286262 0.03302209575519858 -1553 GBM_grid_1_AutoML_20190416_020809_model_11 heat_fuel_gas 5.75739692577928e+19 0.08692103922326665 0.021293424456678818 -1554 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_district 4.9671176656594665e+19 0.07498997116390911 0.01837061890028345 -1555 GBM_grid_1_AutoML_20190416_020809_model_11 floor 4.846136202232018e+19 0.07316348001462256 0.017923175431410206 -1556 GBM_grid_1_AutoML_20190416_020809_model_11 total_household_count_of_area_type 4.774080367412694e+19 0.07207563282858753 0.017656680781976162 -1557 GBM_grid_1_AutoML_20190416_020809_model_11 bathroom_count 3.4857293767847707e+19 0.05262503589505291 0.012891783581682852 -1558 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_individual 2.804398744740351e+19 0.042338795888432174 0.01037191869647774 -1559 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_corridor 2.262390529586312e+19 0.03415594555935568 0.00836733031512001 -1560 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_stairway 1.9659239317332558e+19 0.029680106024132735 0.0072708644666309935 -1561 GBM_grid_1_AutoML_20190416_020809_model_11 heat_type_central 1.6200527305192243e+18 0.002445839130922206 0.0005991678336208885 -1562 GBM_grid_1_AutoML_20190416_020809_model_11 front_door_structure_mixed 0.0 0.0 0.0 -1563 GBM_grid_1_AutoML_20190416_021340_model_5 supply_area 5.009513180361021e+21 1.0 0.18980105693063345 -1564 GBM_grid_1_AutoML_20190416_021340_model_5 city 4.915845063511156e+21 0.9813019522102315 0.1862521476975959 -1565 GBM_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.3114296238957134e+21 0.8606484240420745 0.16335198052886976 -1566 GBM_grid_1_AutoML_20190416_021340_model_5 room_count 1.979770855718025e+21 0.3952022450962687 0.07500980382063106 -1567 GBM_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.552931082772406e+21 0.3099964062097728 0.05883764554331287 -1568 GBM_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2987325794173846e+21 0.25925325129572546 0.04920654110863181 -1569 GBM_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 1.2115517570932581e+21 0.24185019850690265 0.045903423295493635 -1570 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.1655495979619938e+21 0.2326672385115865 0.0441604877826309 -1571 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 9.634628792139739e+20 0.19232664822423723 0.03650380110888637 -1572 GBM_grid_1_AutoML_20190416_021340_model_5 floor 8.952148378795922e+20 0.1787029608763454 0.033918010850964 -1573 GBM_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.433803393049349e+20 0.14839372860006364 0.028165286530169645 -1574 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 5.942269602521909e+20 0.11861970192667837 0.02251414479848025 -1575 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_district 5.5368587306595045e+20 0.11052688218020577 0.020978119057050652 -1576 GBM_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 4.8620478067436107e+20 0.09705629333014784 0.018421387055831653 -1577 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 2.8579102604260698e+20 0.05704966046661062 0.010828085854096472 -1578 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 1.8640335525816723e+20 0.03720987420273315 0.007062473451934663 -1579 GBM_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.4018173360599885e+20 0.02798310505610774 0.005311222915850202 -1580 GBM_grid_1_AutoML_20190416_021340_model_5 heat_type_central 9.96191223801331e+19 0.019885988676639002 0.003774381668936692 -1581 XGBoost_grid_1_AutoML_20190416_021340_model_5 supply_area 5.06417006170744e+20 1.0 0.24043082919084116 -1582 XGBoost_grid_1_AutoML_20190416_021340_model_5 city 4.703938034669422e+20 0.9288665225202642 0.22332814821716027 -1583 XGBoost_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 4.433381120461651e+20 0.8754408059840882 0.21048295889025265 -1584 XGBoost_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 1.3337058452736836e+20 0.26336118831365035 0.06332014888293623 -1585 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 1.0324426499346871e+20 0.20387203378920252 0.04901712213276115 -1586 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 9.523684726381792e+19 0.18806012851730294 0.0452154526371513 -1587 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 7.639207118476044e+19 0.15084815528292905 0.0362685470565834 -1588 XGBoost_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 5.587984174171554e+19 0.11034353321632931 0.02652998718704918 -1589 XGBoost_grid_1_AutoML_20190416_021340_model_5 floor 5.390160042102096e+19 0.10643718470000876 0.02559078057416182 -1590 XGBoost_grid_1_AutoML_20190416_021340_model_5 room_count 4.513046631276347e+19 0.08911720136339032 0.021426522618967096 -1591 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 4.11925522237442e+19 0.08134117085684062 0.019556925156464074 -1592 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_district 2.888579773888463e+19 0.05703954919939135 0.013714066110681444 -1593 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 2.198051727077697e+19 0.04340398723372651 0.010435656640793548 -1594 XGBoost_grid_1_AutoML_20190416_021340_model_5 bathroom_count 1.2357648679086064e+19 0.02440212024577932 0.005867022004707335 -1595 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 9.54269770135162e+18 0.018843556960119533 0.004530572024826386 -1596 XGBoost_grid_1_AutoML_20190416_021340_model_5 heat_type_central 4.182091157414609e+18 0.00825819651878865 0.0019855250366332734 -1597 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 3.680914790898729e+18 0.007268544985745736 0.001747582297933778 -1598 XGBoost_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 1.1629949552626237e+18 0.0022965163908229957 0.0005521533400959307 -1599 XGBoost_grid_1_AutoML_20190416_020809_model_5 supply_area 5.802215042828825e+20 1.0 0.24278697890305997 -1600 XGBoost_grid_1_AutoML_20190416_020809_model_5 city 4.539904621710357e+20 0.7824433579588532 0.18996705904159553 -1601 XGBoost_grid_1_AutoML_20190416_020809_model_5 exclusive_use_area 3.962916807513043e+20 0.683000677889552 0.16582367117354632 -1602 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_parking_capacity_in_site 1.4486755309641741e+20 0.24967629091145915 0.060618152374114706 -1603 XGBoost_grid_1_AutoML_20190416_020809_model_5 apartment_building_count_in_sites 1.3447171463626044e+20 0.2317592740766461 0.05626813398583517 -1604 XGBoost_grid_1_AutoML_20190416_020809_model_5 bathroom_count 1.031102301279963e+20 0.1777083913072717 0.04314528345121531 -1605 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_cogeneration 9.41485330624592e+19 0.16226308809222936 0.03939536494539345 -1606 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_in_sites 9.39887960131759e+19 0.161987784526084 0.03932852482428779 -1607 XGBoost_grid_1_AutoML_20190416_020809_model_5 room_count 8.892377695256995e+19 0.15325832685652385 0.03720912616923313 -1608 XGBoost_grid_1_AutoML_20190416_020809_model_5 floor 6.1380214630362644e+19 0.10578755557539142 0.025683841023688845 -1609 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_individual 4.7878968305273274e+19 0.08251843124023589 0.02003440062463676 -1610 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_fuel_gas 4.466908044742309e+19 0.0769862545901867 0.01869126016901326 -1611 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_district 3.7830228073819144e+19 0.06519963116598883 0.015829621476384222 -1612 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_mixed 3.334731245919037e+19 0.05747341698478681 0.013953797276972204 -1613 XGBoost_grid_1_AutoML_20190416_020809_model_5 total_household_count_of_area_type 3.302315883913596e+19 0.0569147447920782 0.013818158943107332 -1614 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_stairway 2.0635033896751202e+19 0.03556406259408605 0.008634491314737475 -1615 XGBoost_grid_1_AutoML_20190416_020809_model_5 front_door_structure_corridor 1.1899703185628987e+19 0.02050889720183032 0.004979293192265804 -1616 XGBoost_grid_1_AutoML_20190416_020809_model_5 heat_type_central 9.159868643280945e+18 0.01578684791181942 0.003832841110912718 -1617 DeepLearning_grid_1_AutoML_20190416_015849_model_1 city 1.0 1.0 0.11758106587815784 -1618 DeepLearning_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.58933025598526 0.58933025598526 0.06929407965299447 -1619 DeepLearning_grid_1_AutoML_20190416_015849_model_1 supply_area 0.5573058724403381 0.5573058724403381 0.06552861850169163 -1620 DeepLearning_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.5437310934066772 0.5437310934066772 0.0639324815138533 -1621 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.5327525734901428 0.5327525734901428 0.06264161544030261 -1622 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.4413248300552368 0.4413248300552368 0.05189144391639161 -1623 DeepLearning_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.43260762095451355 0.43260762095451355 0.05086646517884579 -1624 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.4302734434604645 0.4302734434604645 0.050592010101146695 -1625 DeepLearning_grid_1_AutoML_20190416_015849_model_1 floor 0.4301404356956482 0.4301404356956482 0.05057637090638952 -1626 DeepLearning_grid_1_AutoML_20190416_015849_model_1 room_count 0.42886799573898315 0.42886799573898315 0.05042675606001889 -1627 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.4197019636631012 0.4197019636631012 0.049349004238663306 -1628 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.40755409002304077 0.40755409002304077 0.047920644307911826 -1629 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.4042295813560486 0.4042295813560486 0.04752974503532571 -1630 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.4011259377002716 0.4011259377002716 0.04716481530617347 -1631 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.38356807827949524 0.38356807827949524 0.045100343480939734 -1632 DeepLearning_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.3733125627040863 0.3733125627040863 0.043894489028453096 -1633 DeepLearning_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.3719974756240845 0.3719974756240845 0.04373985968786389 -1634 DeepLearning_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.3569468557834625 0.3569468557834625 0.04197019176487661 -1635 DeepLearning_grid_1_AutoML_20190416_021340_model_1 city 1.0 1.0 0.08918527340714033 -1636 DeepLearning_grid_1_AutoML_20190416_021340_model_1 supply_area 0.7942850589752197 0.7942850589752197 0.07083853014791155 -1637 DeepLearning_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.7561497092247009 0.7561497092247009 0.06743741855393462 -1638 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.6545669436454773 0.6545669436454773 0.058377731832298115 -1639 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.6474379897117615 0.6474379897117615 0.05774193412661276 -1640 DeepLearning_grid_1_AutoML_20190416_021340_model_1 room_count 0.6446866989135742 0.6446866989135742 0.05749655950455388 -1641 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.6326169967651367 0.6326169967651367 0.05642011981850273 -1642 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.6300554275512695 0.6300554275512695 0.056191665567812674 -1643 DeepLearning_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.5991654992103577 0.5991654992103577 0.05343673886320147 -1644 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.5937755107879639 0.5937755107879639 0.05295603127208896 -1645 DeepLearning_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.5841841101646423 0.5841841101646423 0.05210061958514062 -1646 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.5584558844566345 0.5584558844566345 0.04980604074109132 -1647 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.5520678758621216 0.5520678758621216 0.04923632444806252 -1648 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.5382525324821472 0.5382525324821472 0.04800419927150598 -1649 DeepLearning_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.5320796370506287 0.5320796370506287 0.047453667904732315 -1650 DeepLearning_grid_1_AutoML_20190416_021340_model_1 floor 0.5130593776702881 0.5130593776702881 0.045757340871621914 -1651 DeepLearning_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.5111504197120667 0.5111504197120667 0.0455870899341952 -1652 DeepLearning_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.47062382102012634 0.47062382102012634 0.04197271414959305 -1653 DeepLearning_grid_1_AutoML_20190416_020809_model_3 city 1.0 1.0 0.1144964082068361 -1654 DeepLearning_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 0.5743646025657654 0.5743646025657654 0.06576268399492705 -1655 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 0.5626169443130493 0.5626169443130493 0.06441761932014967 -1656 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 0.49234214425086975 0.49234214425086975 0.05637140712557656 -1657 DeepLearning_grid_1_AutoML_20190416_020809_model_3 supply_area 0.48573926091194153 0.48573926091194153 0.05561540069946052 -1658 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 0.4781739413738251 0.4781739413738251 0.05474919878540919 -1659 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 0.47582191228866577 0.47582191228866577 0.054479899903160434 -1660 DeepLearning_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 0.4524413049221039 0.4524413049221039 0.0518029043379948 -1661 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 0.4489237070083618 0.4489237070083618 0.05140015201135548 -1662 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 0.44274869561195374 0.44274869561195374 0.05069313538583047 -1663 DeepLearning_grid_1_AutoML_20190416_020809_model_3 room_count 0.44213664531707764 0.44213664531707764 0.05062305782542523 -1664 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 0.43108484148979187 0.43108484148979187 0.049357665982994445 -1665 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_district 0.4309975504875183 0.4309975504875183 0.049347671476765345 -1666 DeepLearning_grid_1_AutoML_20190416_020809_model_3 floor 0.4294818341732025 0.4294818341732025 0.049174127402915685 -1667 DeepLearning_grid_1_AutoML_20190416_020809_model_3 bathroom_count 0.42389464378356934 0.42389464378356934 0.04853441417133493 -1668 DeepLearning_grid_1_AutoML_20190416_020809_model_3 heat_type_central 0.4101783037185669 0.4101783037185669 0.04696394250014863 -1669 DeepLearning_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 0.40423399209976196 0.40423399209976196 0.0462833401705333 -1670 DeepLearning_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.3487181067466736 0.3487181067466736 0.039926970699182183 -1671 DeepLearning_grid_1_AutoML_20190416_015849_model_4 city 1.0 1.0 0.11456030938983702 -1672 DeepLearning_grid_1_AutoML_20190416_015849_model_4 supply_area 0.5479498505592346 0.5479498505592346 0.06277330441018088 -1673 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 0.517829418182373 0.517829418182373 0.059322698358131955 -1674 DeepLearning_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 0.5146306157112122 0.5146306157112122 0.05895624255735879 -1675 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 0.5035648345947266 0.5035648345947266 0.057688543249013985 -1676 DeepLearning_grid_1_AutoML_20190416_015849_model_4 bathroom_count 0.49091455340385437 0.49091455340385437 0.056239323121919226 -1677 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 0.4849349558353424 0.4849349558353424 0.05555429857444378 -1678 DeepLearning_grid_1_AutoML_20190416_015849_model_4 floor 0.47748738527297974 0.47748738527297974 0.05470110258661687 -1679 DeepLearning_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 0.4491879343986511 0.4491879343986511 0.05145910873889129 -1680 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_district 0.43740376830101013 0.43740376830101013 0.05010911102484431 -1681 DeepLearning_grid_1_AutoML_20190416_015849_model_4 room_count 0.42859286069869995 0.42859286069869995 0.04909973072391839 -1682 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 0.421460896730423 0.421460896730423 0.04828269072515541 -1683 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_central 0.41904228925704956 0.41904228925704956 0.04800561430471318 -1684 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 0.4162117838859558 0.4162117838859558 0.04768135073367108 -1685 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 0.41460445523262024 0.41460445523262024 0.04749721466585381 -1686 DeepLearning_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 0.41138172149658203 0.41138172149658203 0.047128017291972205 -1687 DeepLearning_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 0.39901843667030334 0.39901843667030334 0.045711675557199044 -1688 DeepLearning_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 0.3948109447956085 0.3948109447956085 0.04522966398627878 -1689 DeepLearning_grid_1_AutoML_20190416_015849_model_2 city 1.0 1.0 0.10054497828916853 -1690 DeepLearning_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 0.6759928464889526 0.6759928464889526 0.06796768607386497 -1691 DeepLearning_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 0.6548359394073486 0.6548359394073486 0.06584046531067915 -1692 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 0.5983142256736755 0.5983142256736755 0.06015749083046038 -1693 DeepLearning_grid_1_AutoML_20190416_015849_model_2 room_count 0.5966219305992126 0.5966219305992126 0.059987339058939645 -1694 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 0.5670989751815796 0.5670989751815796 0.05701895414744164 -1695 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_district 0.5425782203674316 0.5425782203674316 0.05455351538701911 -1696 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 0.541207492351532 0.541207492351532 0.054415695568420124 -1697 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 0.5209740400314331 0.5209740400314331 0.052381323544180854 -1698 DeepLearning_grid_1_AutoML_20190416_015849_model_2 supply_area 0.5028508305549622 0.5028508305549622 0.050559125840839034 -1699 DeepLearning_grid_1_AutoML_20190416_015849_model_2 floor 0.4965813457965851 0.4965813457965851 0.04992876063192374 -1700 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 0.49326959252357483 0.49326959252357483 0.049595780470989836 -1701 DeepLearning_grid_1_AutoML_20190416_015849_model_2 bathroom_count 0.48635435104370117 0.48635435104370117 0.04890048766653158 -1702 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 0.4859231412410736 0.4859231412410736 0.048857131686288316 -1703 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 0.4746173620223999 0.4746173620223999 0.04772039236020464 -1704 DeepLearning_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 0.4688268303871155 0.4688268303871155 0.04713818348265222 -1705 DeepLearning_grid_1_AutoML_20190416_015849_model_2 heat_type_central 0.4391572177410126 0.4391572177410126 0.04415505292330176 -1706 DeepLearning_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 0.40059322118759155 0.40059322118759155 0.04027763672709448 -1707 DeepLearning_grid_1_AutoML_20190416_020809_model_2 city 1.0 1.0 0.07829448261353092 -1708 DeepLearning_grid_1_AutoML_20190416_020809_model_2 supply_area 0.8004454970359802 0.8004454970359802 0.06267046605076267 -1709 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_individual 0.7461232542991638 0.7461232542991638 0.058417334161276986 -1710 DeepLearning_grid_1_AutoML_20190416_020809_model_2 exclusive_use_area 0.7327424883842468 0.7327424883842468 0.05736969401699579 -1711 DeepLearning_grid_1_AutoML_20190416_020809_model_2 bathroom_count 0.7218878865242004 0.7218878865242004 0.05651983858038759 -1712 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_parking_capacity_in_site 0.7135211229324341 0.7135211229324341 0.055864767153820515 -1713 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_stairway 0.7049736380577087 0.7049736380577087 0.055195546247906915 -1714 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_in_sites 0.6997419595718384 0.6997419595718384 0.05478593468765535 -1715 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_district 0.6938195824623108 0.6938195824623108 0.05432224523602267 -1716 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_type_central 0.6920918822288513 0.6920918822288513 0.054186975840132684 -1717 DeepLearning_grid_1_AutoML_20190416_020809_model_2 room_count 0.6832367777824402 0.6832367777824402 0.053493670019012146 -1718 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_gas 0.6743483543395996 0.6743483543395996 0.05279775550430497 -1719 DeepLearning_grid_1_AutoML_20190416_020809_model_2 floor 0.6739465594291687 0.6739465594291687 0.05276629717967603 -1720 DeepLearning_grid_1_AutoML_20190416_020809_model_2 apartment_building_count_in_sites 0.6666306853294373 0.6666306853294373 0.05219350460217183 -1721 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_corridor 0.6602783203125 0.6602783203125 0.051696149469798426 -1722 DeepLearning_grid_1_AutoML_20190416_020809_model_2 heat_fuel_cogeneration 0.6555473208427429 0.6555473208427429 0.051325738314068906 -1723 DeepLearning_grid_1_AutoML_20190416_020809_model_2 front_door_structure_mixed 0.6424811482429504 0.6424811482429504 0.050302729090629064 -1724 DeepLearning_grid_1_AutoML_20190416_020809_model_2 total_household_count_of_area_type 0.6104755997657776 0.6104755997657776 0.04779687123184653 -1725 GBM_grid_1_AutoML_20190416_021340_model_1 supply_area 6.259222670459594e+21 1.0 0.2339894731212298 -1726 GBM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 4.643045427057699e+21 0.7417926588505239 0.17357167340963026 -1727 GBM_grid_1_AutoML_20190416_021340_model_1 city 4.574851640025078e+21 0.7308977297797846 0.17102237469667478 -1728 GBM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 1.7031393596691175e+21 0.27210077821757084 0.063668717731006 -1729 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 1.518162589961664e+21 0.24254810379675953 0.05675370301395712 -1730 GBM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 1.5083780975587366e+21 0.2409848917306502 0.05638792784623145 -1731 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 9.827165416771688e+20 0.15700296880555156 0.03673704194927989 -1732 GBM_grid_1_AutoML_20190416_021340_model_1 room_count 9.027959441648286e+20 0.14423451468272167 0.033749358096506324 -1733 GBM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 8.203741600094376e+20 0.13106646035796013 0.03066817200302364 -1734 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 7.951506243964423e+20 0.1270366411709806 0.02972523673468848 -1735 GBM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 6.972286465922931e+20 0.11139221007152601 0.02606460454444572 -1736 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 6.794996637091957e+20 0.10855975246193028 0.025401839280738196 -1737 GBM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 5.551550668912638e+20 0.08869393151825682 0.02075344630500735 -1738 GBM_grid_1_AutoML_20190416_021340_model_1 floor 4.867414830862041e+20 0.0777638867815617 0.018195930895876587 -1739 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 2.7777384464970154e+20 0.04437832927092615 0.01038406188410446 -1740 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 2.6088457199087623e+20 0.04168002733344528 0.009752687635431318 -1741 GBM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 7.203409527541911e+19 0.011508473027391096 0.002692861540109127 -1742 GBM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 1.2863797861816467e+19 0.002055174985629952 0.00048088931205948353 -1743 DeepLearning_grid_1_AutoML_20190416_021340_model_3 city 1.0 1.0 0.1335516535514905 -1744 DeepLearning_grid_1_AutoML_20190416_021340_model_3 exclusive_use_area 0.4591478109359741 0.4591478109359741 0.061319949375046486 -1745 DeepLearning_grid_1_AutoML_20190416_021340_model_3 supply_area 0.4443511366844177 0.4443511366844177 0.05934382906168837 -1746 DeepLearning_grid_1_AutoML_20190416_021340_model_3 apartment_building_count_in_sites 0.4417937099933624 0.4417937099933624 0.059002280498261214 -1747 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_parking_capacity_in_site 0.43354275822639465 0.43354275822639465 0.057900352246409076 -1748 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_in_sites 0.3886672854423523 0.3886672854423523 0.051907158652195313 -1749 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_individual 0.3877770006656647 0.3877770006656647 0.05178825964813696 -1750 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_cogeneration 0.37823286652565 0.37823286652565 0.05051362475202077 -1751 DeepLearning_grid_1_AutoML_20190416_021340_model_3 room_count 0.3764110505580902 0.3764110505580902 0.05027031821708665 -1752 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_corridor 0.37468039989471436 0.37468039989471436 0.05003918695927282 -1753 DeepLearning_grid_1_AutoML_20190416_021340_model_3 bathroom_count 0.37269484996795654 0.37269484996795654 0.04977401348334527 -1754 DeepLearning_grid_1_AutoML_20190416_021340_model_3 floor 0.3716200590133667 0.3716200590133667 0.04963047337413761 -1755 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_stairway 0.36979037523269653 0.36979037523269653 0.04938611607975277 -1756 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_district 0.36421439051628113 0.36421439051628113 0.048641434100697656 -1757 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_type_central 0.3620169758796692 0.3620169758796692 0.04834796574243988 -1758 DeepLearning_grid_1_AutoML_20190416_021340_model_3 total_household_count_of_area_type 0.34027203917503357 0.34027203917503357 0.04544389348916329 -1759 DeepLearning_grid_1_AutoML_20190416_021340_model_3 heat_fuel_gas 0.33903953433036804 0.33903953433036804 0.04527929042914799 -1760 DeepLearning_grid_1_AutoML_20190416_021340_model_3 front_door_structure_mixed 0.28348731994628906 0.28348731994628906 0.03786020033970735 -1761 GBM_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 8.726815873174392e+19 1.0 0.2509238849098573 -1762 GBM_grid_1_AutoML_20190416_015849_model_2 supply_area 4.946622768917722e+19 0.5668301979560824 0.14223123535536364 -1763 GBM_grid_1_AutoML_20190416_015849_model_2 city 4.7952033051962245e+19 0.5494791427806259 0.13787744118345283 -1764 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_district 4.0288955975851835e+19 0.46166845458143796 0.11584364216390441 -1765 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 2.5822868406179725e+19 0.29590252368630093 0.0742490107979977 -1766 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.074752273236571e+19 0.23774447672423238 0.059655767715505535 -1767 GBM_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.8137000653048775e+19 0.20783067864191587 0.05214968128828164 -1768 GBM_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 1.691448885849673e+19 0.19382199767146066 0.04863456863671223 -1769 GBM_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 1.2190242536199029e+19 0.1396871747193723 0.03505084855266691 -1770 GBM_grid_1_AutoML_20190416_015849_model_2 floor 7.946243101704585e+18 0.09105546876645775 0.02284799196516775 -1771 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_central 5.38582246873052e+18 0.06171577981020721 0.01548596323021853 -1772 GBM_grid_1_AutoML_20190416_015849_model_2 bathroom_count 3.8853725514964664e+18 0.04452222446264535 0.011171689526995656 -1773 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 3.5024912666234716e+18 0.040134813401871805 0.010070783298929879 -1774 GBM_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 2.571031469937918e+18 0.029461277828045907 0.007392538287021922 -1775 GBM_grid_1_AutoML_20190416_015849_model_2 room_count 2.2370435430067732e+18 0.025634132489070673 0.006432216110451603 -1776 GBM_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 1.424085948466987e+18 0.01631850573179303 0.004094702854145281 -1777 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 1.0965776497167565e+18 0.01256561001920022 0.0031530116822799455 -1778 GBM_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 9.512062696061665e+17 0.01089980908764337 0.002735022441047242 -1779 GBM_grid_1_AutoML_20190416_021340_model_19 city 5.584904222199828e+19 1.0 0.18242653092121383 -1780 GBM_grid_1_AutoML_20190416_021340_model_19 exclusive_use_area 4.62542683514203e+19 0.8282016398340541 0.1510859520581871 -1781 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_in_sites 3.0608908381470065e+19 0.5480650547201967 0.09998160665175072 -1782 GBM_grid_1_AutoML_20190416_021340_model_19 bathroom_count 2.8969211089014227e+19 0.5187056023962323 0.09462566361454311 -1783 GBM_grid_1_AutoML_20190416_021340_model_19 supply_area 2.7364214383531e+19 0.4899674783098171 0.08938306733227501 -1784 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_gas 2.483239534653027e+19 0.4446342203653599 0.08111307835011113 -1785 GBM_grid_1_AutoML_20190416_021340_model_19 total_household_count_of_area_type 2.36451844722996e+19 0.4233767228865036 0.07723514682897692 -1786 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_corridor 1.8122271595283087e+19 0.32448670333946994 0.059194983620280556 -1787 GBM_grid_1_AutoML_20190416_021340_model_19 floor 1.2443681065913025e+19 0.22280921159667813 0.04064631152887268 -1788 GBM_grid_1_AutoML_20190416_021340_model_19 room_count 1.074507633848746e+19 0.19239499749657482 0.03509795195989576 -1789 GBM_grid_1_AutoML_20190416_021340_model_19 apartment_building_count_in_sites 9.934373429979382e+18 0.17787902951836745 0.03244985427866797 -1790 GBM_grid_1_AutoML_20190416_021340_model_19 total_parking_capacity_in_site 8.77645134648941e+18 0.1571459598466036 0.028667592303100255 -1791 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_district 2.3858346791576535e+18 0.04271934816131728 0.0077931424882846465 -1792 GBM_grid_1_AutoML_20190416_021340_model_19 heat_fuel_cogeneration 2.029723203886121e+18 0.03634302618508715 0.006629932190124284 -1793 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_individual 1.600172323338453e+18 0.028651741546037904 0.005226837815094911 -1794 GBM_grid_1_AutoML_20190416_021340_model_19 heat_type_central 1.303279719705215e+18 0.023335757747191384 0.004257061332237964 -1795 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_stairway 6.779120717230244e+17 0.01213829359916942 0.002214346792599652 -1796 GBM_grid_1_AutoML_20190416_021340_model_19 front_door_structure_mixed 6.033941829789942e+17 0.010804020247661908 0.0019709399337835155 -1797 DeepLearning_grid_1_AutoML_20190416_020809_model_4 city 1.0 1.0 0.10099911289943586 -1798 DeepLearning_grid_1_AutoML_20190416_020809_model_4 supply_area 0.6357630491256714 0.6357630491256714 0.06421150397593328 -1799 DeepLearning_grid_1_AutoML_20190416_020809_model_4 apartment_building_count_in_sites 0.5851655602455139 0.5851655602455139 0.0591012024840983 -1800 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_parking_capacity_in_site 0.5831006765365601 0.5831006765365601 0.058892651061253465 -1801 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_stairway 0.5815253853797913 0.5815253853797913 0.05873354805186149 -1802 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_district 0.5506886839866638 0.5506886839866638 0.05561906856641082 -1803 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_in_sites 0.5315724015235901 0.5315724015235901 0.05368834099570533 -1804 DeepLearning_grid_1_AutoML_20190416_020809_model_4 room_count 0.5235360264778137 0.5235360264778137 0.052876674245154756 -1805 DeepLearning_grid_1_AutoML_20190416_020809_model_4 exclusive_use_area 0.5208905339241028 0.5208905339241028 0.05260948184404789 -1806 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_gas 0.509010910987854 0.509010910987854 0.05140965046590697 -1807 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_corridor 0.5082725882530212 0.5082725882530212 0.05133508052465537 -1808 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_fuel_cogeneration 0.5052271485328674 0.5052271485328674 0.05102749381453113 -1809 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_individual 0.49917349219322205 0.49917349219322205 0.0504160798944289 -1810 DeepLearning_grid_1_AutoML_20190416_020809_model_4 bathroom_count 0.4991607964038849 0.4991607964038849 0.05041479763096829 -1811 DeepLearning_grid_1_AutoML_20190416_020809_model_4 floor 0.49660634994506836 0.49660634994506836 0.050156800804678714 -1812 DeepLearning_grid_1_AutoML_20190416_020809_model_4 heat_type_central 0.4784940779209137 0.4784940779209137 0.04832747739764583 -1813 DeepLearning_grid_1_AutoML_20190416_020809_model_4 total_household_count_of_area_type 0.47503191232681274 0.47503191232681274 0.04797780174393068 -1814 DeepLearning_grid_1_AutoML_20190416_020809_model_4 front_door_structure_mixed 0.41785746812820435 0.41785746812820435 0.042203233599352935 -1815 DeepLearning_grid_1_AutoML_20190416_021340_model_4 city 1.0 1.0 0.09986155302774685 -1816 DeepLearning_grid_1_AutoML_20190416_021340_model_4 supply_area 0.7093148827552795 0.7093148827552795 0.07083328577763638 -1817 DeepLearning_grid_1_AutoML_20190416_021340_model_4 room_count 0.6242623925209045 0.6242623925209045 0.06233981201395443 -1818 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_parking_capacity_in_site 0.6130431294441223 0.6130431294441223 0.061219438979280096 -1819 DeepLearning_grid_1_AutoML_20190416_021340_model_4 apartment_building_count_in_sites 0.6047936081886292 0.6047936081886292 0.06039562897497114 -1820 DeepLearning_grid_1_AutoML_20190416_021340_model_4 exclusive_use_area 0.6030193567276001 0.6030193567276001 0.06021844946861103 -1821 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_gas 0.5589218735694885 0.5589218735694885 0.055814806315827095 -1822 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_mixed 0.556253969669342 0.556253969669342 0.05554838528902969 -1823 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_fuel_cogeneration 0.5511273145675659 0.5511273145675659 0.0550364295487287 -1824 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_central 0.5313650369644165 0.5313650369644165 0.053062937815912745 -1825 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_in_sites 0.5224857330322266 0.5224857330322266 0.05217623673543888 -1826 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_district 0.5093684792518616 0.5093684792518616 0.050866327401472546 -1827 DeepLearning_grid_1_AutoML_20190416_021340_model_4 heat_type_individual 0.5021281242370605 0.5021281242370605 0.050143294305222276 -1828 DeepLearning_grid_1_AutoML_20190416_021340_model_4 total_household_count_of_area_type 0.4478154480457306 0.4478154480457306 0.04471954611166294 -1829 DeepLearning_grid_1_AutoML_20190416_021340_model_4 bathroom_count 0.43615829944610596 0.43615829944610596 0.0435554451486292 -1830 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_corridor 0.43472594022750854 0.43472594022750854 0.04341240753256645 -1831 DeepLearning_grid_1_AutoML_20190416_021340_model_4 front_door_structure_stairway 0.41862189769744873 0.41862189769744873 0.04180423283548979 -1832 DeepLearning_grid_1_AutoML_20190416_021340_model_4 floor 0.3904584050178528 0.3904584050178528 0.038991782717819765 -1833 GBM_grid_1_AutoML_20190416_021340_model_13 supply_area 1.219382936303116e+20 1.0 0.27318524758905416 -1834 GBM_grid_1_AutoML_20190416_021340_model_13 city 8.082047301288408e+19 0.6627981301584625 0.1810666712889017 -1835 GBM_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 7.0005285215939854e+19 0.5741041893548184 0.15683679511080928 -1836 GBM_grid_1_AutoML_20190416_021340_model_13 apartment_building_count_in_sites 3.5433785306476708e+19 0.2905878395666554 0.0793843108983851 -1837 GBM_grid_1_AutoML_20190416_021340_model_13 floor 2.845633069609858e+19 0.23336664675964322 0.06375232517406047 -1838 GBM_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 2.783400931380062e+19 0.2282630704853623 0.06235810342598141 -1839 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_district 2.4575056849072554e+19 0.20153682750046004 0.05505688811902567 -1840 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 1.7755494307466314e+19 0.14561048690165226 0.039778636915790595 -1841 GBM_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 1.6762011884491637e+19 0.13746306747009385 0.03755288212116844 -1842 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_individual 5.752700911617049e+18 0.04717714788643749 0.012888100825901846 -1843 GBM_grid_1_AutoML_20190416_021340_model_13 bathroom_count 4.388868612669047e+18 0.03599253755325682 0.009832630282844793 -1844 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_stairway 3.1640277776114647e+18 0.025947778039309435 0.007088550168054569 -1845 GBM_grid_1_AutoML_20190416_021340_model_13 room_count 2.8944319245273006e+18 0.023736857703639366 0.006484559348754867 -1846 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_mixed 2.56484204410726e+18 0.021033934195300957 0.005746160520915164 -1847 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_cogeneration 1.409814699855315e+18 0.011561705989830754 0.003158487513383765 -1848 GBM_grid_1_AutoML_20190416_021340_model_13 heat_fuel_gas 1.149436327624704e+18 0.009426377009256226 0.0025751471371414296 -1849 GBM_grid_1_AutoML_20190416_021340_model_13 front_door_structure_corridor 1.095290327759061e+18 0.008982332745115536 0.002453840794901656 -1850 GBM_grid_1_AutoML_20190416_021340_model_13 heat_type_central 3.573818578782126e+17 0.0029308418810723305 0.0008006627649251138 -1851 GBM_grid_1_AutoML_20190416_021340_model_10 supply_area 6.7788414687645794e+19 1.0 0.1780259206942399 -1852 GBM_grid_1_AutoML_20190416_021340_model_10 room_count 5.549179769999432e+19 0.8186029715503512 0.14573254769329194 -1853 GBM_grid_1_AutoML_20190416_021340_model_10 exclusive_use_area 4.28488301515469e+19 0.6320966547010274 0.11252958892089944 -1854 GBM_grid_1_AutoML_20190416_021340_model_10 city 3.8593610200891e+19 0.5693245723287957 0.10135453116268824 -1855 GBM_grid_1_AutoML_20190416_021340_model_10 total_parking_capacity_in_site 3.1071376166252184e+19 0.45835820633101243 0.08159964168983885 -1856 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_of_area_type 2.4810537055370084e+19 0.36599966483493707 0.06515742730602288 -1857 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_district 2.296646034251999e+19 0.3387962448796659 0.06031451342245368 -1858 GBM_grid_1_AutoML_20190416_021340_model_10 apartment_building_count_in_sites 2.0179787704340316e+19 0.29768785414623383 0.05299615431387587 -1859 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_individual 1.986570780981959e+19 0.29305461562062535 0.0521713177595584 -1860 GBM_grid_1_AutoML_20190416_021340_model_10 total_household_count_in_sites 1.8607818129132225e+19 0.27449849970489776 0.04886784813915196 -1861 GBM_grid_1_AutoML_20190416_021340_model_10 floor 1.6178569233351836e+19 0.2386627465459865 0.04248815518926526 -1862 GBM_grid_1_AutoML_20190416_021340_model_10 bathroom_count 8.344884786250121e+18 0.12310193157195853 0.021915334707337236 -1863 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_gas 4.801151113346679e+18 0.07082554055098256 0.012608782065255892 -1864 GBM_grid_1_AutoML_20190416_021340_model_10 heat_fuel_cogeneration 3.8188422024113684e+18 0.05633473241715062 0.01002904260562688 -1865 GBM_grid_1_AutoML_20190416_021340_model_10 heat_type_central 1.7491138177044316e+18 0.025802547909756644 0.004593522347891662 -1866 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_stairway 1.6815261507502735e+18 0.024805509296807998 0.004416023630853771 -1867 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_mixed 1.123964835097215e+18 0.016580485622450375 0.0029517562184943353 -1868 GBM_grid_1_AutoML_20190416_021340_model_10 front_door_structure_corridor 8.559486366247813e+17 0.012626768756413697 0.002247892133253811 -1869 DeepLearning_grid_1_AutoML_20190416_021340_model_7 city 1.0 1.0 0.11043662754183926 -1870 DeepLearning_grid_1_AutoML_20190416_021340_model_7 supply_area 0.5974629521369934 0.5974629521369934 0.06598179351520088 -1871 DeepLearning_grid_1_AutoML_20190416_021340_model_7 exclusive_use_area 0.5553152561187744 0.5553152561187744 0.06132714410829017 -1872 DeepLearning_grid_1_AutoML_20190416_021340_model_7 apartment_building_count_in_sites 0.5236496925354004 0.5236496925354004 0.05783010605693066 -1873 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_parking_capacity_in_site 0.5180709362030029 0.5180709362030029 0.057214007021703005 -1874 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_stairway 0.5120643973350525 0.5120643973350525 0.05655066512592758 -1875 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_gas 0.4818808436393738 0.4818808436393738 0.053217295248548804 -1876 DeepLearning_grid_1_AutoML_20190416_021340_model_7 bathroom_count 0.48013532161712646 0.48013532161712646 0.0530245256831118 -1877 DeepLearning_grid_1_AutoML_20190416_021340_model_7 floor 0.4776095151901245 0.4776095151901245 0.0527455841394902 -1878 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_in_sites 0.4589800536632538 0.4589800536632538 0.05068820923554216 -1879 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_individual 0.4482848048210144 0.4482848048210144 0.04950706202268448 -1880 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_district 0.44772404432296753 0.44772404432296753 0.0494451335244215 -1881 DeepLearning_grid_1_AutoML_20190416_021340_model_7 room_count 0.4409758150577545 0.4409758150577545 0.04869988184249223 -1882 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_corridor 0.43091046810150146 0.43091046810150146 0.047588298869605125 -1883 DeepLearning_grid_1_AutoML_20190416_021340_model_7 total_household_count_of_area_type 0.42951688170433044 0.42951688170433044 0.04743439588771338 -1884 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_type_central 0.42851996421813965 0.42851996421813965 0.047324299682600976 -1885 DeepLearning_grid_1_AutoML_20190416_021340_model_7 heat_fuel_cogeneration 0.41270434856414795 0.41270434856414795 0.04557767642727621 -1886 DeepLearning_grid_1_AutoML_20190416_021340_model_7 front_door_structure_mixed 0.41116154193878174 0.41116154193878174 0.04540729406662156 -1887 DeepLearning_grid_1_AutoML_20190416_021340_model_5 supply_area 1.0 1.0 0.0665087077774199 -1888 DeepLearning_grid_1_AutoML_20190416_021340_model_5 room_count 0.9186531901359558 0.9186531901359558 0.06109843657154686 -1889 DeepLearning_grid_1_AutoML_20190416_021340_model_5 apartment_building_count_in_sites 0.9114259481430054 0.9114259481430054 0.060617762045801014 -1890 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_of_area_type 0.8867244124412537 0.8867244124412537 0.05897489482615971 -1891 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_cogeneration 0.8809428215026855 0.8809428215026855 0.0585903686839379 -1892 DeepLearning_grid_1_AutoML_20190416_021340_model_5 city 0.8709022402763367 0.8709022402763367 0.05792258260123922 -1893 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_central 0.8575815558433533 0.8575815558433533 0.057036641092890694 -1894 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_household_count_in_sites 0.8467792868614197 0.8467792868614197 0.05631819614183819 -1895 DeepLearning_grid_1_AutoML_20190416_021340_model_5 floor 0.845142662525177 0.845142662525177 0.05620934637211761 -1896 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_district 0.823436975479126 0.823436975479126 0.05476572917526367 -1897 DeepLearning_grid_1_AutoML_20190416_021340_model_5 bathroom_count 0.812926709651947 0.812926709651947 0.054066704976700825 -1898 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_mixed 0.8029020428657532 0.8029020428657532 0.05339997734285185 -1899 DeepLearning_grid_1_AutoML_20190416_021340_model_5 total_parking_capacity_in_site 0.7853900194168091 0.7853900194168091 0.052235275292694706 -1900 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_corridor 0.7751805186271667 0.7751805186271667 0.051556254588123046 -1901 DeepLearning_grid_1_AutoML_20190416_021340_model_5 front_door_structure_stairway 0.774206280708313 0.774206280708313 0.05149145928307232 -1902 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_type_individual 0.7656461000442505 0.7656461000442505 0.050922132728764266 -1903 DeepLearning_grid_1_AutoML_20190416_021340_model_5 exclusive_use_area 0.7428159117698669 0.7428159117698669 0.04940372640831981 -1904 DeepLearning_grid_1_AutoML_20190416_021340_model_5 heat_fuel_gas 0.7349684834480286 0.7349684834480286 0.04888180409125841 -1905 GBM_grid_1_AutoML_20190416_020809_model_3 supply_area 4.166770063214899e+21 1.0 0.1931465378744332 -1906 GBM_grid_1_AutoML_20190416_020809_model_3 city 4.0054573170119756e+21 0.9612859016082923 0.1856690438031447 -1907 GBM_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 3.541830312722646e+21 0.8500181817064134 0.1641780689269146 -1908 GBM_grid_1_AutoML_20190416_020809_model_3 room_count 1.5117816929771219e+21 0.36281860290862716 0.07007715702824009 -1909 GBM_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 1.3418605975614563e+21 0.32203855197282827 0.062200631375647505 -1910 GBM_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 1.1507237479886902e+21 0.2761668463896089 0.05334067025585338 -1911 GBM_grid_1_AutoML_20190416_020809_model_3 bathroom_count 9.322823479313627e+20 0.22374221130216482 0.04321503348938301 -1912 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 8.080280342122107e+20 0.19392191600531258 0.03745534669440276 -1913 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 7.546584083030333e+20 0.18111352362956443 0.03498145005128972 -1914 GBM_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 7.501489680698961e+20 0.180031284829553 0.03477241937391413 -1915 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_district 6.813875163779941e+20 0.16352894593186768 0.03158504974899562 -1916 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 6.653582905105082e+20 0.15968202718561977 0.030842030711673584 -1917 GBM_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 4.054497154091901e+20 0.09730551704510489 0.018794223733343655 -1918 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 3.031111489298461e+20 0.07274487056671869 0.014050419898085472 -1919 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 2.6222066333657753e+20 0.06293139754735097 0.012154981559870435 -1920 GBM_grid_1_AutoML_20190416_020809_model_3 floor 2.5410542309866052e+20 0.06098378822051049 0.011778807561259243 -1921 GBM_grid_1_AutoML_20190416_020809_model_3 heat_type_central 3.7928273724691186e+19 0.009102559812342363 0.0017581279135488776 -1922 GBM_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 0.0 0.0 0.0 -1923 DeepLearning_grid_1_AutoML_20190416_015849_model_5 city 1.0 1.0 0.12292167047630163 -1924 DeepLearning_grid_1_AutoML_20190416_015849_model_5 supply_area 0.5566843152046204 0.5566843152046204 0.06842856595290799 -1925 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_parking_capacity_in_site 0.5210067629814148 0.5210067629814148 0.06404302163512605 -1926 DeepLearning_grid_1_AutoML_20190416_015849_model_5 apartment_building_count_in_sites 0.5073556303977966 0.5073556303977966 0.06236500161405425 -1927 DeepLearning_grid_1_AutoML_20190416_015849_model_5 exclusive_use_area 0.470718115568161 0.470718115568161 0.05786145708909516 -1928 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_stairway 0.45125481486320496 0.45125481486320496 0.055468995653459384 -1929 DeepLearning_grid_1_AutoML_20190416_015849_model_5 floor 0.43693533539772034 0.43693533539772034 0.053708821317210914 -1930 DeepLearning_grid_1_AutoML_20190416_015849_model_5 bathroom_count 0.43297556042671204 0.43297556042671204 0.053222079163064324 -1931 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_central 0.39531174302101135 0.39531174302101135 0.04859237981104119 -1932 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_district 0.39332646131515503 0.39332646131515503 0.04834834566739129 -1933 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_type_individual 0.39085933566093445 0.39085933566093445 0.04804508246069956 -1934 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_cogeneration 0.387646347284317 0.387646347284317 0.047650136562224804 -1935 DeepLearning_grid_1_AutoML_20190416_015849_model_5 room_count 0.38671767711639404 0.38671767711639404 0.0475359828738622 -1936 DeepLearning_grid_1_AutoML_20190416_015849_model_5 heat_fuel_gas 0.3857880234718323 0.3857880234718323 0.04742170829490829 -1937 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_in_sites 0.36729907989501953 0.36729907989501953 0.04514901646510438 -1938 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_corridor 0.36065393686294556 0.36065393686294556 0.04433218438304789 -1939 DeepLearning_grid_1_AutoML_20190416_015849_model_5 total_household_count_of_area_type 0.3498469293117523 0.3498469293117523 0.04300376896200521 -1940 DeepLearning_grid_1_AutoML_20190416_015849_model_5 front_door_structure_mixed 0.34088197350502014 0.34088197350502014 0.04190178161849547 -1941 GBM_grid_1_AutoML_20190416_020809_model_10 supply_area 4.46438087444047e+21 1.0 0.28898098981018877 -1942 GBM_grid_1_AutoML_20190416_020809_model_10 city 4.3319671640964297e+21 0.9703399611126065 0.2804098024147011 -1943 GBM_grid_1_AutoML_20190416_020809_model_10 exclusive_use_area 2.812839959389578e+21 0.6300627205652827 0.18207614863145574 -1944 GBM_grid_1_AutoML_20190416_020809_model_10 room_count 6.804704005351266e+20 0.1524221207090471 0.044047095311468505 -1945 GBM_grid_1_AutoML_20190416_020809_model_10 apartment_building_count_in_sites 5.918318193066157e+20 0.1325675017324303 0.03830948786730162 -1946 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_gas 4.38730085202435e+20 0.09827344430092379 0.02839915720613741 -1947 GBM_grid_1_AutoML_20190416_020809_model_10 heat_fuel_cogeneration 4.2738062711336835e+20 0.09573121987871001 0.02766450267628644 -1948 GBM_grid_1_AutoML_20190416_020809_model_10 total_parking_capacity_in_site 3.983471517687339e+20 0.08922786002631541 0.025785155309049602 -1949 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_individual 3.853681998551172e+20 0.08632063676767188 0.02494502305416759 -1950 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_district 3.024497531033202e+20 0.06774730060217518 0.019577681984984982 -1951 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_in_sites 1.91960234248389e+20 0.04299817592791022 0.012425655439680126 -1952 GBM_grid_1_AutoML_20190416_020809_model_10 bathroom_count 1.6582538821392086e+20 0.03714409520104041 0.01073393739680054 -1953 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_stairway 7.571551968995731e+19 0.0169599148951302 0.0049010929934912885 -1954 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_corridor 7.3433333772926845e+19 0.016448716146363833 0.004753366273083054 -1955 GBM_grid_1_AutoML_20190416_020809_model_10 total_household_count_of_area_type 6.5887719723035e+19 0.01475853462688549 0.004264935944625314 -1956 GBM_grid_1_AutoML_20190416_020809_model_10 floor 4.1677247735593435e+19 0.009335504498329105 0.0026977833303046144 -1957 GBM_grid_1_AutoML_20190416_020809_model_10 heat_type_central 4.3541168984057446e+17 9.753013958405721e-05 2.8184356273326724e-05 -1958 GBM_grid_1_AutoML_20190416_020809_model_10 front_door_structure_mixed 0.0 0.0 0.0 -1959 GBM_grid_1_AutoML_20190416_020809_model_13 exclusive_use_area 4.8956573263377465e+20 1.0 0.219737746189344 -1960 GBM_grid_1_AutoML_20190416_020809_model_13 city 4.525570860365088e+20 0.924405153117711 0.20312670491190124 -1961 GBM_grid_1_AutoML_20190416_020809_model_13 supply_area 3.751294772085229e+20 0.7662494578417376 0.16837392888495017 -1962 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_cogeneration 1.904124033514571e+20 0.3889414447516026 0.0854651164693444 -1963 GBM_grid_1_AutoML_20190416_020809_model_13 apartment_building_count_in_sites 1.4466692301067387e+20 0.2955005086495579 0.0649326157684586 -1964 GBM_grid_1_AutoML_20190416_020809_model_13 room_count 1.3022546230244069e+20 0.2660019965079079 0.058450679194513425 -1965 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_in_sites 1.0731561581363488e+20 0.21920573410294952 0.04816777396356275 -1966 GBM_grid_1_AutoML_20190416_020809_model_13 total_parking_capacity_in_site 7.956420621135931e+19 0.16251996597743543 0.03571177103465053 -1967 GBM_grid_1_AutoML_20190416_020809_model_13 heat_fuel_gas 6.449809975324705e+19 0.13174553579610035 0.02894946710634263 -1968 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_corridor 5.364028169147069e+19 0.10956706753737792 0.02407602047723906 -1969 GBM_grid_1_AutoML_20190416_020809_model_13 bathroom_count 4.259775447232099e+19 0.0870113074359858 0.019119668588971628 -1970 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_individual 3.9607658988863226e+19 0.0809036587911928 0.017777587641248413 -1971 GBM_grid_1_AutoML_20190416_020809_model_13 total_household_count_of_area_type 2.3513841211291992e+19 0.0480299981062641 0.010554003533348932 -1972 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_district 2.261638463632913e+19 0.04619682941176682 0.01015118717603524 -1973 GBM_grid_1_AutoML_20190416_020809_model_13 floor 6.950336805346476e+18 0.01419694300897027 0.003119604259569691 -1974 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_stairway 4.573295195554054e+18 0.009341534528878394 0.0020526877433256737 -1975 GBM_grid_1_AutoML_20190416_020809_model_13 heat_type_central 5.200871762396447e+17 0.0010623439133324757 0.000233437057193646 -1976 GBM_grid_1_AutoML_20190416_020809_model_13 front_door_structure_mixed 0.0 0.0 0.0 -1977 GBM_grid_1_AutoML_20190416_015849_model_10 supply_area 2.780485818191572e+21 1.0 0.19815624551150918 -1978 GBM_grid_1_AutoML_20190416_015849_model_10 city 2.7194651394654454e+21 0.9780539507423871 0.19380749878680995 -1979 GBM_grid_1_AutoML_20190416_015849_model_10 exclusive_use_area 2.1080283065559558e+21 0.7581510730117723 0.15023237015853488 -1980 GBM_grid_1_AutoML_20190416_015849_model_10 room_count 9.633253786878508e+20 0.3464593749715284 0.0686530889666222 -1981 GBM_grid_1_AutoML_20190416_015849_model_10 total_parking_capacity_in_site 7.816191371035426e+20 0.2811088378835565 0.05570347189510906 -1982 GBM_grid_1_AutoML_20190416_015849_model_10 bathroom_count 7.333752408890105e+20 0.2637579505318239 0.05226528520119659 -1983 GBM_grid_1_AutoML_20190416_015849_model_10 apartment_building_count_in_sites 7.076966306074182e+20 0.25452265427043397 0.05043525356785309 -1984 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_cogeneration 6.104074085509146e+20 0.21953264589852273 0.04350176487845887 -1985 GBM_grid_1_AutoML_20190416_015849_model_10 heat_fuel_gas 5.972630900884803e+20 0.21480529991587596 0.04256501174730368 -1986 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_in_sites 4.695897350115961e+20 0.16888765694802835 0.033466144014057043 -1987 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_individual 4.458504521351682e+20 0.16034983858509638 0.031774321982399226 -1988 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_district 4.290968855994895e+20 0.15432442877143468 0.03058034939605582 -1989 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_corridor 2.1844847211611737e+20 0.07856485751047501 0.015568117193422422 -1990 GBM_grid_1_AutoML_20190416_015849_model_10 total_household_count_of_area_type 1.9657019623258404e+20 0.07069634915830403 0.01400892312058027 -1991 GBM_grid_1_AutoML_20190416_015849_model_10 floor 1.4193584168039455e+20 0.05104713742892227 0.010115309097025271 -1992 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_stairway 1.1938677574298763e+20 0.04293737984991299 0.008508309983160286 -1993 GBM_grid_1_AutoML_20190416_015849_model_10 heat_type_central 9.240414467085304e+18 0.0033233093319984166 0.0006585344999021678 -1994 GBM_grid_1_AutoML_20190416_015849_model_10 front_door_structure_mixed 0.0 0.0 0.0 -1995 GBM_grid_1_AutoML_20190416_015849_model_12 supply_area 3.3029771214104476e+21 1.0 0.3337044246384953 -1996 GBM_grid_1_AutoML_20190416_015849_model_12 city 1.9971874013769735e+21 0.6046628020614713 0.20177865246222362 -1997 GBM_grid_1_AutoML_20190416_015849_model_12 exclusive_use_area 1.6638645932187263e+21 0.5037469325576853 0.16810258029256928 -1998 GBM_grid_1_AutoML_20190416_015849_model_12 apartment_building_count_in_sites 5.121714805946167e+20 0.155063587111953 0.05174540511957547 -1999 GBM_grid_1_AutoML_20190416_015849_model_12 total_parking_capacity_in_site 4.6628289661645514e+20 0.1411704893727334 0.04710921693206281 -2000 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_district 4.481366974491284e+20 0.1356765974987328 0.04527588090522334 -2001 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_cogeneration 3.0826822790002246e+20 0.09333041573366539 0.03114477268367438 -2002 GBM_grid_1_AutoML_20190416_015849_model_12 floor 2.8676723403839767e+20 0.0868208357180329 0.02897249702991949 -2003 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_in_sites 2.7898446852453407e+20 0.08446454767007325 0.028186193282592552 -2004 GBM_grid_1_AutoML_20190416_015849_model_12 total_household_count_of_area_type 2.6672545923259905e+20 0.08075304473156662 0.026947648329954114 -2005 GBM_grid_1_AutoML_20190416_015849_model_12 bathroom_count 1.4026016836747788e+20 0.042464771390115945 0.014170682104143876 -2006 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_individual 1.1090518702678868e+20 0.03357734036602397 0.011204907047734951 -2007 GBM_grid_1_AutoML_20190416_015849_model_12 room_count 4.126709031601439e+19 0.012493907405084412 0.0041692721821003295 -2008 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_stairway 3.555022138883493e+19 0.010763084357561086 0.003591688872875511 -2009 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_corridor 2.5001632176277553e+19 0.007569423358767099 0.002525950066782561 -2010 GBM_grid_1_AutoML_20190416_015849_model_12 heat_type_central 1.2702462122626384e+19 0.003845761461769417 0.001283347615896662 -2011 GBM_grid_1_AutoML_20190416_015849_model_12 front_door_structure_mixed 8.599349160312832e+17 0.00026035146003798874 8.688043417576923e-05 -2012 GBM_grid_1_AutoML_20190416_015849_model_12 heat_fuel_gas 0.0 0.0 0.0 -2013 GBM_grid_1_AutoML_20190416_021340_model_18 supply_area 2.2251566590272125e+21 1.0 0.23450783334238412 -2014 GBM_grid_1_AutoML_20190416_021340_model_18 city 1.4712522518180429e+21 0.6611904136499048 0.15505433133179392 -2015 GBM_grid_1_AutoML_20190416_021340_model_18 exclusive_use_area 1.2854040355826932e+21 0.5776690060755733 0.13546790700383124 -2016 GBM_grid_1_AutoML_20190416_021340_model_18 room_count 6.178871838445352e+20 0.27768255387225693 0.06511873406556283 -2017 GBM_grid_1_AutoML_20190416_021340_model_18 total_parking_capacity_in_site 5.203702485318726e+20 0.23385780341388032 0.05484148678879828 -2018 GBM_grid_1_AutoML_20190416_021340_model_18 bathroom_count 4.984615733508545e+20 0.22401190106262922 0.0525325455611057 -2019 GBM_grid_1_AutoML_20190416_021340_model_18 apartment_building_count_in_sites 4.9555893302227e+20 0.22270743545711386 0.052226638158286626 -2020 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_in_sites 4.0556811082126905e+20 0.18226496960379146 0.04274256311600064 -2021 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_cogeneration 3.814376832803296e+20 0.17142059716689134 0.04019947283186532 -2022 GBM_grid_1_AutoML_20190416_021340_model_18 heat_fuel_gas 3.7203416725838e+20 0.1671945953778485 0.039208442308615844 -2023 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_district 3.5500658483287346e+20 0.15954228813178223 0.03741391631627062 -2024 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_individual 2.7775795890570343e+20 0.12482624887504902 0.029272733167944962 -2025 GBM_grid_1_AutoML_20190416_021340_model_18 total_household_count_of_area_type 1.7276348250704786e+20 0.07764104239859503 0.018207432631338703 -2026 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_corridor 1.495066125563299e+20 0.06718925247343743 0.015756406021440236 -2027 GBM_grid_1_AutoML_20190416_021340_model_18 floor 1.2135734687056685e+20 0.05453878780994301 0.012789772962429766 -2028 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_stairway 1.167175573349335e+20 0.05245363595476453 0.012300788518682007 -2029 GBM_grid_1_AutoML_20190416_021340_model_18 heat_type_central 1.8828595665943134e+19 0.008461694411293524 0.001984333622797805 -2030 GBM_grid_1_AutoML_20190416_021340_model_18 front_door_structure_mixed 3.555029230733492e+18 0.0015976534579312134 0.00037466225085141673 -2031 GBM_grid_1_AutoML_20190416_020809_model_6 supply_area 2.863895072860259e+22 1.0 0.3147257805033109 -2032 GBM_grid_1_AutoML_20190416_020809_model_6 city 2.2950782802043716e+22 0.8013835080599538 0.2522160500566503 -2033 GBM_grid_1_AutoML_20190416_020809_model_6 exclusive_use_area 1.7706559460552701e+22 0.6182684424561903 0.19458501811259088 -2034 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_district 7.191432890428175e+21 0.2511067168129827 0.07902975743858984 -2035 GBM_grid_1_AutoML_20190416_020809_model_6 apartment_building_count_in_sites 4.3974936942497403e+21 0.1535493997640713 0.04832595468656225 -2036 GBM_grid_1_AutoML_20190416_020809_model_6 total_parking_capacity_in_site 3.467063522033878e+21 0.12106112248627936 0.038101056263101195 -2037 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_in_sites 2.041514221446856e+21 0.07128453276075976 0.022435080210943953 -2038 GBM_grid_1_AutoML_20190416_020809_model_6 total_household_count_of_area_type 1.1754871423835077e+21 0.041045049224150275 0.012917935152867512 -2039 GBM_grid_1_AutoML_20190416_020809_model_6 floor 1.02696131179134e+21 0.0358589014494055 0.011285720746655452 -2040 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_individual 9.333736264160699e+20 0.03259105528205966 0.01025724531107278 -2041 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_cogeneration 5.617773638527075e+20 0.019615850076924898 0.00617361372569612 -2042 GBM_grid_1_AutoML_20190416_020809_model_6 bathroom_count 4.7476359692725885e+20 0.016577548578031457 0.005217381915052503 -2043 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_stairway 3.325317227362019e+20 0.011611169902397727 0.0036543345100886774 -2044 GBM_grid_1_AutoML_20190416_020809_model_6 heat_type_central 5.331170363662611e+19 0.0018615103654402426 0.0005858653026781839 -2045 GBM_grid_1_AutoML_20190416_020809_model_6 room_count 2.7328288940605047e+19 0.0009542349927405495 0.00030032235287384066 -2046 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_corridor 1.7187760378952548e+19 0.0006001532857063303 0.00018888371126555138 -2047 GBM_grid_1_AutoML_20190416_020809_model_6 heat_fuel_gas 0.0 0.0 0.0 -2048 GBM_grid_1_AutoML_20190416_020809_model_6 front_door_structure_mixed 0.0 0.0 0.0 -2049 GBM_grid_1_AutoML_20190416_020809_model_8 supply_area 1.4834911215753942e+22 1.0 0.4045771451299066 -2050 GBM_grid_1_AutoML_20190416_020809_model_8 city 1.0623079542042458e+22 0.716086492702516 0.2897122288836716 -2051 GBM_grid_1_AutoML_20190416_020809_model_8 exclusive_use_area 6.187742100123923e+21 0.4171067834604124 0.1687518716667318 -2052 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_district 2.6053951533536384e+21 0.17562593502998775 0.0710542394052029 -2053 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_cogeneration 9.852116062394762e+20 0.06641169548714455 0.026868654163425643 -2054 GBM_grid_1_AutoML_20190416_020809_model_8 apartment_building_count_in_sites 6.556736513555688e+20 0.044198016544869906 0.017881507354127843 -2055 GBM_grid_1_AutoML_20190416_020809_model_8 total_parking_capacity_in_site 2.7182045537822468e+20 0.018323025424618975 0.00741307731643504 -2056 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_corridor 1.2765249074423556e+20 0.008604870557545025 0.0034813339643839534 -2057 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_in_sites 1.2456443757083597e+20 0.008396709340501796 0.003397116693465837 -2058 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_individual 9.837129982790966e+19 0.006631067648281184 0.0026827784183048853 -2059 GBM_grid_1_AutoML_20190416_020809_model_8 bathroom_count 6.110387657197696e+19 0.004118924318676586 0.001666422641856319 -2060 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_stairway 5.86184261393428e+19 0.003951383684527409 0.0015986395303989908 -2061 GBM_grid_1_AutoML_20190416_020809_model_8 floor 3.323936900464509e+19 0.002240617993678757 0.0009065028312092506 -2062 GBM_grid_1_AutoML_20190416_020809_model_8 heat_type_central 3.110154181751603e+17 2.0965101418664194e-05 8.482000879322114e-06 -2063 GBM_grid_1_AutoML_20190416_020809_model_8 total_household_count_of_area_type 0.0 0.0 0.0 -2064 GBM_grid_1_AutoML_20190416_020809_model_8 room_count 0.0 0.0 0.0 -2065 GBM_grid_1_AutoML_20190416_020809_model_8 heat_fuel_gas 0.0 0.0 0.0 -2066 GBM_grid_1_AutoML_20190416_020809_model_8 front_door_structure_mixed 0.0 0.0 0.0 -2067 GBM_grid_1_AutoML_20190416_021340_model_20 exclusive_use_area 9.775805381458736e+19 1.0 0.3021158959528529 -2068 GBM_grid_1_AutoML_20190416_021340_model_20 supply_area 7.807519478846692e+19 0.7986574173883217 0.2412871012136644 -2069 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_in_sites 3.147409868820421e+19 0.3219591374834395 0.09726897328101707 -2070 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_gas 2.9761266280315224e+19 0.304437998906585 0.09197555880175656 -2071 GBM_grid_1_AutoML_20190416_021340_model_20 total_parking_capacity_in_site 2.9058390278119883e+19 0.29724804396406485 0.08980335912243645 -2072 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_individual 2.4350145148541207e+19 0.24908582156028664 0.07525278614983844 -2073 GBM_grid_1_AutoML_20190416_021340_model_20 total_household_count_of_area_type 1.256085711959674e+19 0.12848923060007178 0.0388186390230334 -2074 GBM_grid_1_AutoML_20190416_021340_model_20 floor 1.0351691968790135e+19 0.10589093752238207 0.03199133546286202 -2075 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_district 3.9023951905176945e+18 0.03991891243988107 0.012060137997238153 -2076 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_stairway 3.5316684569339494e+18 0.03612662403889793 0.01091442738926352 -2077 GBM_grid_1_AutoML_20190416_021340_model_20 heat_fuel_cogeneration 2.078244377141969e+18 0.021259060466605313 0.0064227000999843385 -2078 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_corridor 6.759820852188938e+17 0.00691484802368298 0.0020890855060527974 -2079 GBM_grid_1_AutoML_20190416_021340_model_20 city 0.0 0.0 0.0 -2080 GBM_grid_1_AutoML_20190416_021340_model_20 apartment_building_count_in_sites 0.0 0.0 0.0 -2081 GBM_grid_1_AutoML_20190416_021340_model_20 room_count 0.0 0.0 0.0 -2082 GBM_grid_1_AutoML_20190416_021340_model_20 bathroom_count 0.0 0.0 0.0 -2083 GBM_grid_1_AutoML_20190416_021340_model_20 heat_type_central 0.0 0.0 0.0 -2084 GBM_grid_1_AutoML_20190416_021340_model_20 front_door_structure_mixed 0.0 0.0 0.0 -2085 XGBoost_grid_1_AutoML_20190416_020809_model_3 supply_area 5.3662736357737785e+20 1.0 0.291060801385347 -2086 XGBoost_grid_1_AutoML_20190416_020809_model_3 city 5.128557110786282e+20 0.9557017511364346 0.27816731757115015 -2087 XGBoost_grid_1_AutoML_20190416_020809_model_3 exclusive_use_area 4.08678092654573e+20 0.7615677477386866 0.22166251896605593 -2088 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_cogeneration 8.646950866969952e+19 0.16113510890174954 0.04690011392825839 -2089 XGBoost_grid_1_AutoML_20190416_020809_model_3 apartment_building_count_in_sites 8.639504974226653e+19 0.16099635539701468 0.046859728221975226 -2090 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_parking_capacity_in_site 5.575758924284638e+19 0.10390373847346034 0.030242305387018876 -2091 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_in_sites 3.4796094950645694e+19 0.06484219276236804 0.01887302058899799 -2092 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_individual 3.39466694416306e+19 0.06325929638646861 0.018412301501318742 -2093 XGBoost_grid_1_AutoML_20190416_020809_model_3 floor 2.367616870997033e+19 0.04412031572921531 0.012841694453519941 -2094 XGBoost_grid_1_AutoML_20190416_020809_model_3 total_household_count_of_area_type 1.872829601623415e+19 0.03490000191451971 0.010158022525590253 -2095 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_district 1.6272789683270844e+19 0.030324189163202116 0.008826182799202465 -2096 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_stairway 9.603395141251367e+18 0.017895835719653207 0.005208776286022781 -2097 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_fuel_gas 6.304931726179172e+18 0.011749180444597372 0.003419725875825559 -2098 XGBoost_grid_1_AutoML_20190416_020809_model_3 bathroom_count 5.766836782859551e+18 0.010746445623673481 0.003127869075270459 -2099 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_corridor 4.674793038059405e+18 0.008711432467579215 0.0025355565152279376 -2100 XGBoost_grid_1_AutoML_20190416_020809_model_3 room_count 2.311766902986244e+18 0.0043079556874905875 0.001253877034733574 -2101 XGBoost_grid_1_AutoML_20190416_020809_model_3 front_door_structure_mixed 7.435439823692759e+17 0.0013855871556987089 0.0004032901079269098 -2102 XGBoost_grid_1_AutoML_20190416_020809_model_3 heat_type_central 8.64651992713134e+16 0.00016112707837874865 4.6897776557798204e-05 -2103 GBM_grid_1_AutoML_20190416_020809_model_12 supply_area 1.295473802874517e+21 1.0 0.35971452031320317 -2104 GBM_grid_1_AutoML_20190416_020809_model_12 exclusive_use_area 5.5630264037131315e+20 0.42942021609154696 0.15446868704416286 -2105 GBM_grid_1_AutoML_20190416_020809_model_12 city 5.0762858002362296e+20 0.39184781575455235 0.1409533490799252 -2106 GBM_grid_1_AutoML_20190416_020809_model_12 apartment_building_count_in_sites 2.087310763107633e+20 0.16112334795779854 0.057958407821896825 -2107 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_gas 1.971062301413574e+20 0.15214991588714483 0.05473053400903851 -2108 GBM_grid_1_AutoML_20190416_020809_model_12 heat_fuel_cogeneration 1.880856432330366e+20 0.14518675932751 0.05222578548732373 -2109 GBM_grid_1_AutoML_20190416_020809_model_12 room_count 1.657565675821151e+20 0.12795053610062906 0.04602566571725497 -2110 GBM_grid_1_AutoML_20190416_020809_model_12 bathroom_count 1.471723229822824e+20 0.11360501667862588 0.040865374079725354 -2111 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_individual 1.3394676380469507e+20 0.10339596486434663 0.03719302990349926 -2112 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_district 6.366503497725326e+19 0.049144208733505376 0.017677885470744815 -2113 GBM_grid_1_AutoML_20190416_020809_model_12 total_parking_capacity_in_site 6.343840364053607e+19 0.04896926784607537 0.01761495669333977 -2114 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_in_sites 2.8739571488483443e+19 0.022184602594597765 0.007980123680654778 -2115 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_corridor 2.3950466074774864e+19 0.018487804247088097 0.006650331636385696 -2116 GBM_grid_1_AutoML_20190416_020809_model_12 total_household_count_of_area_type 1.202526081645124e+19 0.009282519484198353 0.0033390570435563724 -2117 GBM_grid_1_AutoML_20190416_020809_model_12 floor 5.712883197528769e+18 0.004409879369889608 0.0015862976421789309 -2118 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_stairway 3.6589963014769213e+18 0.002824446386610059 0.0010159943771097973 -2119 GBM_grid_1_AutoML_20190416_020809_model_12 heat_type_central 0.0 0.0 0.0 -2120 GBM_grid_1_AutoML_20190416_020809_model_12 front_door_structure_mixed 0.0 0.0 0.0 -2121 GBM_grid_1_AutoML_20190416_015849_model_14 supply_area 9.754002505684589e+19 1.0 0.39374702786906185 -2122 GBM_grid_1_AutoML_20190416_015849_model_14 city 5.797444657700091e+19 0.5943657133901048 0.23402973311462844 -2123 GBM_grid_1_AutoML_20190416_015849_model_14 exclusive_use_area 5.290487553825597e+19 0.5423914491248413 0.2135650210344997 -2124 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_individual 1.7658876922198753e+19 0.18104236606364657 0.07128489355594354 -2125 GBM_grid_1_AutoML_20190416_015849_model_14 apartment_building_count_in_sites 1.5402566911816368e+19 0.15791022098712626 0.06217668018382772 -2126 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_of_area_type 6.241777427547161e+18 0.06399196046863306 0.025196644242038765 -2127 GBM_grid_1_AutoML_20190416_015849_model_14 floor 0.0 0.0 0.0 -2128 GBM_grid_1_AutoML_20190416_015849_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -2129 GBM_grid_1_AutoML_20190416_015849_model_14 total_household_count_in_sites 0.0 0.0 0.0 -2130 GBM_grid_1_AutoML_20190416_015849_model_14 room_count 0.0 0.0 0.0 -2131 GBM_grid_1_AutoML_20190416_015849_model_14 bathroom_count 0.0 0.0 0.0 -2132 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_cogeneration 0.0 0.0 0.0 -2133 GBM_grid_1_AutoML_20190416_015849_model_14 heat_fuel_gas 0.0 0.0 0.0 -2134 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_central 0.0 0.0 0.0 -2135 GBM_grid_1_AutoML_20190416_015849_model_14 heat_type_district 0.0 0.0 0.0 -2136 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_corridor 0.0 0.0 0.0 -2137 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_mixed 0.0 0.0 0.0 -2138 GBM_grid_1_AutoML_20190416_015849_model_14 front_door_structure_stairway 0.0 0.0 0.0 -2139 GBM_grid_1_AutoML_20190416_020809_model_14 supply_area 9.722319858227898e+19 1.0 0.31571231746720185 -2140 GBM_grid_1_AutoML_20190416_020809_model_14 city 8.526192824305268e+19 0.8769710263224512 0.2768705550718515 -2141 GBM_grid_1_AutoML_20190416_020809_model_14 exclusive_use_area 6.72710988648237e+19 0.6919243539173715 0.21844904128724973 -2142 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_district 2.6720617451235574e+19 0.27483787656525405 0.08676970293818112 -2143 GBM_grid_1_AutoML_20190416_020809_model_14 apartment_building_count_in_sites 1.6793802064185524e+19 0.17273451510621823 0.05453441407075754 -2144 GBM_grid_1_AutoML_20190416_020809_model_14 floor 9.535666324491993e+18 0.09808015436173968 0.03096511283108572 -2145 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_in_sites 4.624045078879404e+18 0.04756112889009841 0.015015634223249256 -2146 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_cogeneration 5.18346065217323e+17 0.005331505985977741 0.0016832221104232914 -2147 GBM_grid_1_AutoML_20190416_020809_model_14 total_parking_capacity_in_site 0.0 0.0 0.0 -2148 GBM_grid_1_AutoML_20190416_020809_model_14 total_household_count_of_area_type 0.0 0.0 0.0 -2149 GBM_grid_1_AutoML_20190416_020809_model_14 room_count 0.0 0.0 0.0 -2150 GBM_grid_1_AutoML_20190416_020809_model_14 bathroom_count 0.0 0.0 0.0 -2151 GBM_grid_1_AutoML_20190416_020809_model_14 heat_fuel_gas 0.0 0.0 0.0 -2152 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_central 0.0 0.0 0.0 -2153 GBM_grid_1_AutoML_20190416_020809_model_14 heat_type_individual 0.0 0.0 0.0 -2154 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_corridor 0.0 0.0 0.0 -2155 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_mixed 0.0 0.0 0.0 -2156 GBM_grid_1_AutoML_20190416_020809_model_14 front_door_structure_stairway 0.0 0.0 0.0 -2157 GLM_grid_1_AutoML_20190416_020809_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -2158 GLM_grid_1_AutoML_20190416_020809_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -2159 GLM_grid_1_AutoML_20190416_020809_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -2160 GLM_grid_1_AutoML_20190416_020809_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -2161 GLM_grid_1_AutoML_20190416_020809_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -2162 GLM_grid_1_AutoML_20190416_020809_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -2163 GLM_grid_1_AutoML_20190416_020809_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -2164 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -2165 GLM_grid_1_AutoML_20190416_020809_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -2166 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -2167 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -2168 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -2169 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -2170 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -2171 GLM_grid_1_AutoML_20190416_020809_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -2172 GLM_grid_1_AutoML_20190416_020809_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -2173 GLM_grid_1_AutoML_20190416_020809_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -2174 GLM_grid_1_AutoML_20190416_020809_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -2175 GLM_grid_1_AutoML_20190416_021340_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -2176 GLM_grid_1_AutoML_20190416_021340_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -2177 GLM_grid_1_AutoML_20190416_021340_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -2178 GLM_grid_1_AutoML_20190416_021340_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -2179 GLM_grid_1_AutoML_20190416_021340_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -2180 GLM_grid_1_AutoML_20190416_021340_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -2181 GLM_grid_1_AutoML_20190416_021340_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -2182 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -2183 GLM_grid_1_AutoML_20190416_021340_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -2184 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -2185 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -2186 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -2187 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -2188 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -2189 GLM_grid_1_AutoML_20190416_021340_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -2190 GLM_grid_1_AutoML_20190416_021340_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -2191 GLM_grid_1_AutoML_20190416_021340_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -2192 GLM_grid_1_AutoML_20190416_021340_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -2193 GLM_grid_1_AutoML_20190416_015849_model_1 supply_area 0.041753189335542236 1.0 0.11103906092369716 -2194 GLM_grid_1_AutoML_20190416_015849_model_1 exclusive_use_area 0.04163643564710599 0.9972037180801214 0.11072856440523593 -2195 GLM_grid_1_AutoML_20190416_015849_model_1 city 0.0337402559954679 0.8080881133251931 0.08972934524723161 -2196 GLM_grid_1_AutoML_20190416_015849_model_1 room_count 0.03137101905102529 0.7513442577743596 0.08342856081367714 -2197 GLM_grid_1_AutoML_20190416_015849_model_1 bathroom_count 0.027381345783815753 0.6557905209053693 0.0728183636039944 -2198 GLM_grid_1_AutoML_20190416_015849_model_1 total_parking_capacity_in_site 0.024397458924032233 0.5843256362517915 0.06488296992304078 -2199 GLM_grid_1_AutoML_20190416_015849_model_1 apartment_building_count_in_sites 0.024300519747340665 0.5820039171631601 0.06462516841571053 -2200 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_cogeneration 0.02282164565148151 0.5465844888657325 0.06069222835910995 -2201 GLM_grid_1_AutoML_20190416_015849_model_1 heat_fuel_gas 0.02282164564925166 0.5465844888123271 0.060692228353179854 -2202 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_district 0.022393722813799033 0.5363356229828524 0.05955420391594201 -2203 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_individual 0.0210570895604752 0.504322900731093 0.05599954129949551 -2204 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_in_sites 0.0174048868611846 0.4168516738042035 0.04628681840369009 -2205 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_corridor 0.015736058954374292 0.37688280116553957 0.04184871231971399 -2206 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_stairway 0.014417769306997117 0.34530941315958463 0.03834283296535323 -2207 GLM_grid_1_AutoML_20190416_015849_model_1 floor 0.007399192749982091 0.17721263615384603 0.01967752470233589 -2208 GLM_grid_1_AutoML_20190416_015849_model_1 front_door_structure_mixed 0.0035210411863724443 0.08432987377505967 0.009363909991796543 -2209 GLM_grid_1_AutoML_20190416_015849_model_1 total_household_count_of_area_type 0.0027857741671791043 0.06672003292471182 0.007408529800758156 -2210 GLM_grid_1_AutoML_20190416_015849_model_1 heat_type_central 0.0010834850824724893 0.02594975616749298 0.002881436556037339 -2211 XGBoost_grid_1_AutoML_20190416_015849_model_2 supply_area 4.933924201265281e+20 1.0 0.2917664813628233 -2212 XGBoost_grid_1_AutoML_20190416_015849_model_2 city 4.318859155905991e+20 0.8753395836114467 0.2553947503079107 -2213 XGBoost_grid_1_AutoML_20190416_015849_model_2 exclusive_use_area 4.080034675041417e+20 0.8269350133095097 0.24127191914903512 -2214 XGBoost_grid_1_AutoML_20190416_015849_model_2 apartment_building_count_in_sites 8.116474329768028e+19 0.16450342564416773 0.04799658567232965 -2215 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_cogeneration 6.831497080618772e+19 0.13845970878245084 0.04039790204197689 -2216 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_parking_capacity_in_site 6.3661424181067645e+19 0.1290279736456875 0.037646037867977336 -2217 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_in_sites 3.721253123742761e+19 0.07542177325684216 0.022005545401293524 -2218 XGBoost_grid_1_AutoML_20190416_015849_model_2 bathroom_count 2.4492344987361477e+19 0.04964069975189431 0.014483492298998578 -2219 XGBoost_grid_1_AutoML_20190416_015849_model_2 total_household_count_of_area_type 1.866385803777671e+19 0.037827614037910136 0.011036829846191983 -2220 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_individual 1.7386246417021927e+19 0.035238170891566 0.010281317130694075 -2221 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_fuel_gas 1.1003572621689225e+19 0.022301867991541928 0.006506937551710364 -2222 XGBoost_grid_1_AutoML_20190416_015849_model_2 floor 1.058001105585596e+19 0.021443400069143272 0.006256465386629255 -2223 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_district 1.0114161173306802e+19 0.02049922285128149 0.005980986121990783 -2224 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_corridor 5.191425514404839e+18 0.010521899613037271 0.003069937627348737 -2225 XGBoost_grid_1_AutoML_20190416_015849_model_2 room_count 3.9228153204687503e+18 0.007950700417048895 0.0023197478850522876 -2226 XGBoost_grid_1_AutoML_20190416_015849_model_2 heat_type_central 3.12812047662737e+18 0.006340025401738394 0.0018498069032161315 -2227 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_stairway 2.1244616612207657e+18 0.004305825494189712 0.0012562955538020718 -2228 XGBoost_grid_1_AutoML_20190416_015849_model_2 front_door_structure_mixed 8.099496743235748e+17 0.0016415932658954654 0.00047896189101922555 -2229 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_in_sites 1.3056054067002868e+20 1.0 0.19320784828412976 -2230 GBM_grid_1_AutoML_20190416_015849_model_4 supply_area 1.0296593022196698e+20 0.7886450967003671 0.15237242219330738 -2231 GBM_grid_1_AutoML_20190416_015849_model_4 exclusive_use_area 8.673413912827265e+19 0.6643212312323339 0.12835207565586304 -2232 GBM_grid_1_AutoML_20190416_015849_model_4 floor 8.23772231481405e+19 0.6309503830589674 0.12190456588487054 -2233 GBM_grid_1_AutoML_20190416_015849_model_4 city 5.286245637965637e+19 0.40488846100337433 0.07822762834553473 -2234 GBM_grid_1_AutoML_20190416_015849_model_4 apartment_building_count_in_sites 4.382566706798867e+19 0.3356731432259551 0.0648546857294573 -2235 GBM_grid_1_AutoML_20190416_015849_model_4 total_parking_capacity_in_site 3.908273014753041e+19 0.2993456518099591 0.057835929279412515 -2236 GBM_grid_1_AutoML_20190416_015849_model_4 total_household_count_of_area_type 2.9949073861455643e+19 0.2293884025583751 0.044319639679637424 -2237 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_cogeneration 1.8354990927883272e+19 0.14058605175565747 0.027162328558471883 -2238 GBM_grid_1_AutoML_20190416_015849_model_4 room_count 1.7989867305554674e+19 0.13778946696476424 0.02662200642847928 -2239 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_stairway 1.7588279479602512e+19 0.13471359255515136 0.026027723352205757 -2240 GBM_grid_1_AutoML_20190416_015849_model_4 bathroom_count 9.255008284920775e+18 0.07088671843287904 0.013695870340339518 -2241 GBM_grid_1_AutoML_20190416_015849_model_4 heat_fuel_gas 8.828955775494783e+18 0.06762346211332401 0.013065383608438704 -2242 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_central 8.757136775480082e+18 0.06707338013873866 0.012959103453749182 -2243 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_corridor 8.315631729637327e+18 0.06369176848504161 0.012305749542405839 -2244 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_individual 6.827814926128513e+18 0.05229616001196522 0.010104028549434351 -2245 GBM_grid_1_AutoML_20190416_015849_model_4 front_door_structure_mixed 5.869667508335673e+18 0.04495743873465061 0.008686130002287434 -2246 GBM_grid_1_AutoML_20190416_015849_model_4 heat_type_district 5.606631891378635e+18 0.04294277476644738 0.008296881111975322 -2247 XGBoost_grid_1_AutoML_20190416_021340_model_2 supply_area 4.975218339567339e+20 1.0 0.27265847257280296 -2248 XGBoost_grid_1_AutoML_20190416_021340_model_2 exclusive_use_area 4.535151916728598e+20 0.9115483195302319 0.24854137247941835 -2249 XGBoost_grid_1_AutoML_20190416_021340_model_2 city 4.4973164022028724e+20 0.9039435247366397 0.24646786074676794 -2250 XGBoost_grid_1_AutoML_20190416_021340_model_2 apartment_building_count_in_sites 1.1001703671824332e+20 0.22113006748526087 0.06029298644045207 -2251 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_parking_capacity_in_site 8.64608269258866e+19 0.17378298001169837 0.04738340188913963 -2252 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_fuel_cogeneration 6.948710297795507e+19 0.13966643920997826 0.03808123798467491 -2253 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_in_sites 4.795363394089229e+19 0.09638498386999934 0.026280182480948273 -2254 XGBoost_grid_1_AutoML_20190416_021340_model_2 total_household_count_of_area_type 3.7283027524954096e+19 0.0749374700371368 0.02043233611879591 -2255 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_individual 3.041983416293445e+19 0.061142711910769844 0.016671078438549432 -2256 XGBoost_grid_1_AutoML_20190416_021340_model_2 floor 1.9605022398966923e+19 0.039405350802497324 0.010744202761004396 -2257 XGBoost_grid_1_AutoML_20190416_021340_model_2 bathroom_count 9.058068709955863e+18 0.01820637425682022 0.004964122195953402 -2258 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_corridor 6.729286589651878e+18 0.013525610597096083 0.0036878723260187355 -2259 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_stairway 3.1249772477614653e+18 0.006281085641827779 0.001712591217199726 -2260 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_central 1.8678899356844687e+18 0.0037543878644065833 0.0010236656605549666 -2261 XGBoost_grid_1_AutoML_20190416_021340_model_2 room_count 9.728950298172457e+17 0.0019554820782033294 0.0005331787565864102 -2262 XGBoost_grid_1_AutoML_20190416_021340_model_2 heat_type_district 8.698297647670231e+17 0.0017483248078770074 0.000476695571676884 -2263 XGBoost_grid_1_AutoML_20190416_021340_model_2 front_door_structure_mixed 8.894052636295168e+16 0.00017876708174919263 4.874235945603226e-05 -2264 XGBoost_grid_1_AutoML_20190416_021340_model_13 city 1.5938508241710665e+20 1.0 0.5436907761741018 -2265 XGBoost_grid_1_AutoML_20190416_021340_model_13 supply_area 8.691876032471577e+19 0.545338114499647 0.29649530274963426 -2266 XGBoost_grid_1_AutoML_20190416_021340_model_13 exclusive_use_area 4.409797651577019e+19 0.2766756828620066 0.150426016763744 -2267 XGBoost_grid_1_AutoML_20190416_021340_model_13 bathroom_count 1.9094499633859133e+18 0.011980104627288343 0.0065134723834573485 -2268 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_in_sites 3.9575271774355456e+17 0.0024829972274813014 0.0013499826898474517 -2269 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_parking_capacity_in_site 3.4796306331756134e+17 0.0021831595406585857 0.001186963705172562 -2270 XGBoost_grid_1_AutoML_20190416_021340_model_13 total_household_count_of_area_type 9.89352073185198e+16 0.0006207306594704323 0.0003374855340425414 diff --git a/DS/result/500/leaderboard.csv b/DS/result/500/leaderboard.csv deleted file mode 100644 index cbd776a..0000000 --- a/DS/result/500/leaderboard.csv +++ /dev/null @@ -1,130 +0,0 @@ - model_id mean_residual_deviance rmse mse mae rmsle system_date runtime -0 GBM_1_AutoML_20190416_015849 25146739460939084 158577235.00218776 25146739460939084 96028946.2887346 0.3325625379269681 2019-04-16 500 -1 XGBoost_grid_1_AutoML_20190416_021340_model_7 25287291314391604 159019782.77683443 25287291314391604 94756821.10638298 0.3265109694820456 2019-04-16 500 -2 XGBoost_1_AutoML_20190416_015849 25430683883193010 159470009.35346118 25430683883193010 94624321.24165732 0.3254745865205184 2019-04-16 500 -3 XGBoost_1_AutoML_20190416_021340 25444619375119092 159513696.5126164 25444619375119092 94909111.0844345 0.3247477245623427 2019-04-16 500 -4 XGBoost_grid_1_AutoML_20190416_020809_model_4 25650591781436650 160158021.2834707 25650591781436650 94959937.13863382 0.3256110044640297 2019-04-16 500 -5 GBM_1_AutoML_20190416_020809 25964562050560844 161135229.07967967 25964562050560844 97608203.53054428 0.334991125349722 2019-04-16 500 -6 GBM_grid_1_AutoML_20190416_021340_model_9 25998652512830424 161240976.53149593 25998652512830424 95539592.52258098 0.32993690143952065 2019-04-16 500 -7 XGBoost_1_AutoML_20190416_020809 26088676862485030 161519896.18150768 26088676862485030 95505214.75117579 0.3253468369950239 2019-04-16 500 -8 XGBoost_grid_1_AutoML_20190416_021340_model_6 26163254415399372 161750593.24589622 26163254415399372 94258641.51847704 0.32168225280342155 2019-04-16 500 -9 XGBoost_2_AutoML_20190416_021340 26203618972139588 161875319.21864924 26203618972139588 95122340.0206047 0.325948763409034 2019-04-16 500 -10 XGBoost_grid_1_AutoML_20190416_020809_model_7 26209289749989464 161892834.15268713 26209289749989464 94906747.54580069 0.3272081282103748 2019-04-16 500 -11 XGBoost_grid_1_AutoML_20190416_021340_model_8 26235333407713864 161973249.04969296 26235333407713864 95147860.00985442 0.32372215750963346 2019-04-16 500 -12 XGBoost_2_AutoML_20190416_015849 26397458426429430 162472946.7524653 26397458426429430 94996162.43673012 0.3265386957777082 2019-04-16 500 -13 GBM_1_AutoML_20190416_021340 26478298633983372 162721537.09322983 26478298633983372 97863201.38082694 0.3335275140291422 2019-04-16 500 -14 XGBoost_grid_1_AutoML_20190416_015849_model_3 26628202489753070 163181501.67758927 26628202489753070 95208478.14199328 0.32646039058643644 2019-04-16 500 -15 GBM_grid_1_AutoML_20190416_021340_model_7 26741315355422980 163527720.44954023 26741315355422980 98155567.38730218 0.3585041456238243 2019-04-16 500 -16 GBM_2_AutoML_20190416_020809 26790696006005864 163678636.37630248 26790696006005864 99095111.83379896 0.3348152369491441 2019-04-16 500 -17 GBM_grid_1_AutoML_20190416_015849_model_7 26802014565231010 163713208.27969566 26802014565231010 97371084.02584428 0.3566645052432887 2019-04-16 500 -18 DRF_1_AutoML_20190416_021340 26864263925279030 163903215.11574757 26864263925279030 98306040.955153 0.3352818522137272 2019-04-16 500 -19 GBM_4_AutoML_20190416_015849 26926564934872772 164093159.3177265 26926564934872772 97925160.3329406 0.33285590174880264 2019-04-16 500 -20 XGBoost_2_AutoML_20190416_020809 26952706603932320 164172794.9568147 26952706603932320 95513126.26830909 0.32517140178330245 2019-04-16 500 -21 GBM_4_AutoML_20190416_020809 26988357514766430 164281336.47729567 26988357514766430 97566053.13398948 0.33274044796307234 2019-04-16 500 -22 XGBoost_grid_1_AutoML_20190416_021340_model_10 27011332400653532 164351247.0310266 27011332400653532 97007786.637402 0.32867362308250625 2019-04-16 500 -23 GBM_2_AutoML_20190416_021340 27020692200376308 164379719.55316237 27020692200376308 100566446.39001158 0.3368220511385198 2019-04-16 500 -24 GBM_4_AutoML_20190416_021340 27128481211098464 164707259.13297948 27128481211098464 97611897.45148912 0.33089964101772645 2019-04-16 500 -25 XRT_1_AutoML_20190416_020809 27150302443024316 164773488.28930068 27150302443024316 97653895.54037158 0.3372920493951284 2019-04-16 500 -26 GBM_3_AutoML_20190416_020809 27200167268118450 164924732.1298975 27200167268118450 99454011.3965044 0.3355094937763093 2019-04-16 500 -27 DRF_1_AutoML_20190416_020809 27225306112403404 165000927.6107362 27225306112403404 98470437.44886236 0.3374464430076179 2019-04-16 500 -28 GBM_3_AutoML_20190416_021340 27251200422210460 165079376.126185 27251200422210460 99760053.14954758 0.3359700656642713 2019-04-16 500 -29 XGBoost_grid_1_AutoML_20190416_015849_model_4 27252377961065530 165082942.67145085 27252377961065530 96535857.85979845 0.3277680598860774 2019-04-16 500 -30 XRT_1_AutoML_20190416_015849 27417804068506330 165583223.99478254 27417804068506330 98496229.87690364 0.3367189463546034 2019-04-16 500 -31 XGBoost_grid_1_AutoML_20190416_020809_model_2 27482846588458908 165779511.96833372 27482846588458908 96750344.31086226 0.3266704325440277 2019-04-16 500 -32 GBM_3_AutoML_20190416_015849 27591064593120148 166105582.66692948 27591064593120148 100130390.09782983 0.33506538389333784 2019-04-16 500 -33 GBM_grid_1_AutoML_20190416_021340_model_12 27598287152839470 166127322.11421296 27598287152839470 98954473.64990582 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b/DS/results/CzanFF2000/hyperparameter/hyperparameter_XRT_CzanFF2000.csv @@ -0,0 +1,8 @@ +,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed +0,XRT_1_AutoML_20190425_031629,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-4628012047370416590 +1,XRT_1_AutoML_20190425_050348,False,,5.0,1.0,17,20,0,False,0.011609086505314302,4459023187792658759 +2,XRT_1_AutoML_20190425_034434,False,,5.0,1.0,16,20,0,False,0.011609086505314302,5142220278587894502 +3,XRT_1_AutoML_20190425_061247,False,,5.0,1.0,35,20,0,False,0.011609086505314302,8348626130045625785 +4,XRT_1_AutoML_20190425_044008,False,,5.0,1.0,13,20,0,False,0.011609086505314302,-542286521019288021 +5,XRT_1_AutoML_20190425_040839,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-8169382873339601 +6,XRT_1_AutoML_20190425_054218,False,,5.0,1.0,15,20,0,False,0.011609086505314302,-5061120222178819186 diff --git a/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv b/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv new file mode 100644 index 0000000..16f4de6 --- /dev/null +++ b/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv @@ -0,0 +1,380 @@ +,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime +0,XGBoost_grid_1_AutoML_20190425_061247_model_5,23382607125691124,152913724.45170227,23382607125691124,90137824.6296496,0.31093634277167725,2019-04-25,2000 +1,XGBoost_grid_1_AutoML_20190425_054218_model_6,23445318879446148,153118643.14787453,23445318879446148,90243396.85121292,0.3132719590137167,2019-04-25,2000 +2,GBM_1_AutoML_20190425_061247,23462039486604652,153173233.58408496,23462039486604652,93377560.8898866,0.3213873017471891,2019-04-25,2000 +3,XGBoost_grid_1_AutoML_20190425_034434_model_5,23532474855228316,153402981.89809844,23532474855228316,90918845.49757412,0.31368784715308506,2019-04-25,2000 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+46,GBM_grid_1_AutoML_20190425_050348_model_29,24461560451120692,156401919.58898935,24461560451120692,93003562.50588018,0.3229609297601683,2019-04-25,2000 +47,XGBoost_grid_1_AutoML_20190425_054218_model_1,24471433791647096,156433480.40508175,24471433791647096,91621873.0754717,0.3145404204378447,2019-04-25,2000 +48,GBM_1_AutoML_20190425_054218,24499722694863076,156523872.60371205,24499722694863076,94965404.70660023,0.324444606579866,2019-04-25,2000 +49,GBM_grid_1_AutoML_20190425_061247_model_2,24501388411433170,156529193.47978884,24501388411433170,92556750.74719696,0.3261963868721787,2019-04-25,2000 +50,GBM_grid_1_AutoML_20190425_054218_model_27,24519143338635150,156585897.63652137,24519143338635150,93662474.58415064,0.3202025514783105,2019-04-25,2000 +51,XGBoost_grid_1_AutoML_20190425_034434_model_4,24539476828015330,156650811.76941067,24539476828015330,91960965.7245283,0.3154096132962391,2019-04-25,2000 +52,GBM_1_AutoML_20190425_040839,24560988968103064,156719459.44299024,24560988968103064,94621915.87210783,0.3240441771394711,2019-04-25,2000 +53,XGBoost_grid_1_AutoML_20190425_031629_model_1,24562662779718170,156724799.5044759,24562662779718170,91800211.04366577,0.3147064273637741,2019-04-25,2000 +54,GBM_4_AutoML_20190425_034434,24578164892836296,156774248.18137798,24578164892836296,94318915.93242778,0.3218864079038672,2019-04-25,2000 +55,GBM_grid_1_AutoML_20190425_054218_model_7,24598524339483924,156839167.10912463,24598524339483924,93062901.76867206,0.3276459157793103,2019-04-25,2000 +56,XGBoost_2_AutoML_20190425_040839,24618845024912124,156903935.65781617,24618845024912124,92058031.92075472,0.31652564493015434,2019-04-25,2000 +57,XGBoost_2_AutoML_20190425_031629,24645684223842348,156989439.84817052,24645684223842348,91820134.7929919,0.3169278162171524,2019-04-25,2000 +58,GBM_grid_1_AutoML_20190425_050348_model_7,24647796326124716,156996166.59691,24647796326124716,92771396.19765341,0.3304953130707073,2019-04-25,2000 +59,XGBoost_grid_1_AutoML_20190425_050348_model_10,24655621178085900,157021085.13854405,24655621178085900,92154032.70350404,0.3194051418262593,2019-04-25,2000 +60,GBM_grid_1_AutoML_20190425_044008_model_12,24661781197937560,157040699.176798,24661781197937560,93083232.78456748,0.32074512379087217,2019-04-25,2000 +61,GBM_grid_1_AutoML_20190425_040839_model_18,24668240855717610,157061264.6571955,24668240855717610,93004531.06661148,0.33620035578448737,2019-04-25,2000 +62,XGBoost_2_AutoML_20190425_050348,24693426194483656,157141421.00185952,24693426194483656,91818408.38221024,0.31705066429884,2019-04-25,2000 +63,GBM_grid_1_AutoML_20190425_040839_model_22,24696475317959650,157151122.54756454,24696475317959650,92942763.74955793,0.3231777446607411,2019-04-25,2000 +64,XGBoost_grid_1_AutoML_20190425_054218_model_10,24715637698992400,157212078.73122343,24715637698992400,92288475.3212938,0.3245510366207866,2019-04-25,2000 +65,XGBoost_grid_1_AutoML_20190425_061247_model_12,24752583450867124,157329537.75711387,24752583450867124,92447104.55633424,0.32885667129213303,2019-04-25,2000 +66,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,2000 +67,GBM_4_AutoML_20190425_050348,24771929265689876,157391007.57568672,24771929265689876,94649325.88833241,0.3234662168656697,2019-04-25,2000 +68,XGBoost_grid_1_AutoML_20190425_050348_model_2,24773980369287216,157397523.3899416,24773980369287216,95742887.71967655,0.3250334268081574,2019-04-25,2000 +69,GBM_grid_1_AutoML_20190425_040839_model_4,24775528053031364,157402439.79376993,24775528053031364,93338351.42101955,0.3240377717405764,2019-04-25,2000 +70,GBM_grid_1_AutoML_20190425_044008_model_23,24781897886062524,157422672.7192196,24781897886062524,93605582.96183126,0.3242850682492324,2019-04-25,2000 +71,XGBoost_2_AutoML_20190425_044008,24794121219816068,157461491.228224,24794121219816068,91926429.24366575,0.3166498684472247,2019-04-25,2000 +72,GBM_4_AutoML_20190425_054218,24803234736308964,157490427.44341308,24803234736308964,94058658.2548442,0.3216304365001136,2019-04-25,2000 +73,GBM_4_AutoML_20190425_031629,24814875998401084,157527381.74171844,24814875998401084,94635071.73507772,0.32495766337992205,2019-04-25,2000 +74,XRT_1_AutoML_20190425_031629,24821773831486484,157549274.2969211,24821773831486484,94415308.89892767,0.3253525542337009,2019-04-25,2000 +75,XGBoost_grid_1_AutoML_20190425_061247_model_3,24825256448338740,157560326.37799004,24825256448338740,96545592.0684636,0.3288555871025851,2019-04-25,2000 +76,XGBoost_grid_1_AutoML_20190425_050348_model_3,24834461101080704,157589533.6025864,24834461101080704,93072059.56981131,0.3251547812997941,2019-04-25,2000 +77,GBM_grid_1_AutoML_20190425_054218_model_16,24843380773548280,157617831.3946372,24843380773548280,93382816.12802055,0.3194112878310689,2019-04-25,2000 +78,DRF_1_AutoML_20190425_040839,24849988548945270,157638791.38380018,24849988548945270,94040413.48057562,0.3229163739400784,2019-04-25,2000 +79,XRT_1_AutoML_20190425_050348,24889262951266228,157763313.07140526,24889262951266228,93958379.68338697,0.3237020234978323,2019-04-25,2000 +80,GBM_grid_1_AutoML_20190425_054218_model_17,24909413301611610,157827162.7496725,24909413301611610,94007426.47972149,0.322220854471634,2019-04-25,2000 +81,XGBoost_grid_1_AutoML_20190425_050348_model_6,24919954342914764,157860553.4733575,24919954342914764,95994232.2161725,0.325870378298178,2019-04-25,2000 +82,GBM_3_AutoML_20190425_050348,24936989918004550,157914501.92431518,24936989918004550,95826090.05932042,0.32543534261064944,2019-04-25,2000 +83,XGBoost_grid_1_AutoML_20190425_054218_model_4,24947965264607464,157949249.0156489,24947965264607464,97127917.3115903,0.3287921240638682,2019-04-25,2000 +84,DRF_1_AutoML_20190425_061247,24952927150073370,157964955.44921783,24952927150073370,95467407.83258672,0.3267896032010521,2019-04-25,2000 +85,DRF_1_AutoML_20190425_031629,24969446332052852,158017234.2880765,24969446332052852,93945780.40816893,0.3242510610147755,2019-04-25,2000 +86,GBM_grid_1_AutoML_20190425_054218_model_3,25015435267992884,158162686.07984906,25015435267992884,93794269.51616372,0.32672833130069384,2019-04-25,2000 +87,GBM_grid_1_AutoML_20190425_061247_model_6,25019243754982710,158174725.39879027,25019243754982710,94835384.29461436,0.3226882655657413,2019-04-25,2000 +88,XGBoost_grid_1_AutoML_20190425_044008_model_5,25034972257868830,158224436.34871584,25034972257868830,92336136.31644204,0.3303005763328003,2019-04-25,2000 +89,GBM_4_AutoML_20190425_044008,25048320140207412,158266610.94560474,25048320140207412,94530357.25931896,0.32342491056483696,2019-04-25,2000 +90,GBM_grid_1_AutoML_20190425_040839_model_14,25077192067893000,158357797.62263998,25077192067893000,93940441.68320404,0.3313013182854759,2019-04-25,2000 +91,XGBoost_grid_1_AutoML_20190425_040839_model_4,25132389004305440,158531981.0142592,25132389004305440,93549257.86792453,0.33148114515650584,2019-04-25,2000 +92,GBM_grid_1_AutoML_20190425_031629_model_3,25135162788820784,158540729.11659262,25135162788820784,94510062.05599141,0.32367695730487833,2019-04-25,2000 +93,GBM_2_AutoML_20190425_061247,25155360583232620,158604415.39639625,25155360583232620,96803201.03321728,0.3282884362446937,2019-04-25,2000 +94,GBM_4_AutoML_20190425_040839,25174075630592030,158663403.5642499,25174075630592030,94393597.12773384,0.3215434082612341,2019-04-25,2000 +95,GBM_grid_1_AutoML_20190425_050348_model_11,25185555635161804,158699576.66976243,25185555635161804,93310137.17212884,0.3309432962886374,2019-04-25,2000 +96,XGBoost_grid_1_AutoML_20190425_050348_model_12,25204952219299900,158760675.92228216,25204952219299900,92971761.01563342,0.32001741894078034,2019-04-25,2000 +97,DRF_1_AutoML_20190425_034434,25225871239041110,158826544.50387412,25225871239041110,94560522.416278,0.32378776089386474,2019-04-25,2000 +98,GBM_grid_1_AutoML_20190425_031629_model_1,25229476606959136,158837894.1152241,25229476606959136,94007503.5975976,0.32146823335561503,2019-04-25,2000 +99,GBM_3_AutoML_20190425_044008,25294570032274956,159042667.33262163,25294570032274956,96104408.89198159,0.32541349351907994,2019-04-25,2000 +100,GBM_2_AutoML_20190425_031629,25308852080644044,159087561.04939204,25308852080644044,96784539.8033259,0.3279367156954517,2019-04-25,2000 +101,XGBoost_grid_1_AutoML_20190425_054218_model_5,25356194267686344,159236284.39424962,25356194267686344,93468130.32452829,0.3183562187611827,2019-04-25,2000 +102,GBM_2_AutoML_20190425_034434,25399535866277716,159372318.38144827,25399535866277716,97020315.40667504,0.32891699850227424,2019-04-25,2000 +103,XGBoost_grid_1_AutoML_20190425_061247_model_9,25409150854898310,159402480.70496994,25409150854898310,95074202.73962264,0.3212856439402595,2019-04-25,2000 +104,GBM_3_AutoML_20190425_040839,25423179167651148,159446477.43882945,25423179167651148,96317126.61255205,0.3258178577052748,2019-04-25,2000 +105,GBM_4_AutoML_20190425_061247,25436742726421276,159489005.0330156,25436742726421276,94537980.62120555,0.32393661317293404,2019-04-25,2000 +106,XGBoost_grid_1_AutoML_20190425_050348_model_7,25469638873443860,159592101.53840277,25469638873443860,93905289.22210242,0.31951801544069713,2019-04-25,2000 +107,GBM_grid_1_AutoML_20190425_050348_model_18,25495247583144132,159672313.13895383,25495247583144132,95365870.7915038,0.3555546058709504,2019-04-25,2000 +108,GBM_2_AutoML_20190425_040839,25501613381065770,159692245.8388815,25501613381065770,97284554.93587379,0.3286162712764544,2019-04-25,2000 +109,GBM_3_AutoML_20190425_054218,25507390548480228,159710333.25517866,25507390548480228,96115968.6117765,0.3258502155851055,2019-04-25,2000 +110,GBM_3_AutoML_20190425_061247,25510803249892532,159721016.93231398,25510803249892532,96336688.78293996,0.3252439076359366,2019-04-25,2000 +111,GBM_3_AutoML_20190425_031629,25526087376836304,159768856.09165606,25526087376836304,96092158.51362908,0.3261237257059677,2019-04-25,2000 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+118,GBM_2_AutoML_20190425_044008,25696625271057870,160301669.582877,25696625271057870,97025888.5379408,0.3286228814027673,2019-04-25,2000 +119,GBM_grid_1_AutoML_20190425_044008_model_1,25724597877957660,160388895.74393132,25724597877957660,96605503.66788872,0.3321474806434272,2019-04-25,2000 +120,XRT_1_AutoML_20190425_034434,25770661484876564,160532431.25573274,25770661484876564,95167142.80071364,0.3246171883087283,2019-04-25,2000 +121,XGBoost_grid_1_AutoML_20190425_050348_model_8,25772244445668428,160537361.5258094,25772244445668428,95679565.87061995,0.3235245076296686,2019-04-25,2000 +122,GBM_grid_1_AutoML_20190425_040839_model_16,25825628685795080,160703542.85389942,25825628685795080,95626827.22867818,0.32886011517933394,2019-04-25,2000 +123,XGBoost_grid_1_AutoML_20190425_034434_model_7,25849360260450172,160777362.40046412,25849360260450172,98286014.97843666,0.3307810164451993,2019-04-25,2000 +124,XRT_1_AutoML_20190425_061247,25928103083167748,161022057.7534884,25928103083167748,94700970.92581552,0.3224567166817581,2019-04-25,2000 +125,GBM_grid_1_AutoML_20190425_061247_model_29,25972521213398800,161159924.34038556,25972521213398800,94974655.4745744,0.32974369258281194,2019-04-25,2000 +126,GBM_grid_1_AutoML_20190425_054218_model_19,25982969263303108,161192336.24246255,25982969263303108,97047348.55553721,0.3472339544125264,2019-04-25,2000 +127,XGBoost_grid_1_AutoML_20190425_034434_model_6,26009013237374040,161273101.40681875,26009013237374040,94853955.61078168,0.3205893701237505,2019-04-25,2000 +128,XRT_1_AutoML_20190425_044008,26021254323479296,161311048.36147863,26021254323479296,95242653.8164955,0.3272566829040243,2019-04-25,2000 +129,DRF_1_AutoML_20190425_050348,26022783175976344,161315787.12567577,26022783175976344,95509529.38540244,0.3274903088467703,2019-04-25,2000 +130,GBM_2_AutoML_20190425_054218,26041634310342316,161374205.83954027,26041634310342316,97768632.00092109,0.3296058192626548,2019-04-25,2000 +131,GBM_grid_1_AutoML_20190425_054218_model_24,26058785099425864,161427336.90247715,26058785099425864,96058090.06069458,0.3298808218673441,2019-04-25,2000 +132,XGBoost_grid_1_AutoML_20190425_050348_model_9,26184513388125644,161816295.1872451,26184513388125644,98937474.967655,0.333990910728524,2019-04-25,2000 +133,GBM_grid_1_AutoML_20190425_040839_model_29,26229188894077630,161954280.25858912,26229188894077630,97341610.51321676,0.3336778795689459,2019-04-25,2000 +134,GBM_grid_1_AutoML_20190425_050348_model_16,26269847797223584,162079757.51840076,26269847797223584,95970959.94715358,0.3556716927795259,2019-04-25,2000 +135,XRT_1_AutoML_20190425_040839,26381023062838724,162422360.10734093,26381023062838724,94956828.17888951,0.3248722766564002,2019-04-25,2000 +136,XGBoost_grid_1_AutoML_20190425_050348_model_15,26433838421806016,162584865.29134873,26433838421806016,94308632.49649596,0.33035042357211797,2019-04-25,2000 +137,GBM_grid_1_AutoML_20190425_061247_model_9,26451205322510612,162638265.24686807,26451205322510612,98796244.70740432,,2019-04-25,2000 +138,GBM_grid_1_AutoML_20190425_061247_model_21,26458165665534170,162659662.0724824,26458165665534170,96160707.85794596,0.3412912000327162,2019-04-25,2000 +139,XGBoost_grid_1_AutoML_20190425_050348_model_13,26481424079832496,162731140.47358143,26481424079832496,99832567.92291103,0.3349942207994808,2019-04-25,2000 +140,XRT_1_AutoML_20190425_054218,26483232090218256,162736695.58590114,26483232090218256,95815555.8244443,0.32709616457153623,2019-04-25,2000 +141,XGBoost_grid_1_AutoML_20190425_040839_model_2,26625408864245868,163172941.58115146,26625408864245868,99727972.75687332,0.33547487423962885,2019-04-25,2000 +142,XGBoost_grid_1_AutoML_20190425_044008_model_6,26656457599044984,163268054.435168,26656457599044984,96815020.25336929,0.3264401840387375,2019-04-25,2000 +143,DRF_1_AutoML_20190425_044008,26672498270546420,163317170.77682438,26672498270546420,94945780.68300152,0.3236233103032619,2019-04-25,2000 +144,GBM_grid_1_AutoML_20190425_050348_model_3,26784499572916384,163659706.62602445,26784499572916384,98334293.82112812,0.3559733574924753,2019-04-25,2000 +145,GBM_grid_1_AutoML_20190425_061247_model_25,26911753814663200,164048022.89166182,26911753814663200,99419578.75287321,0.3330458577027072,2019-04-25,2000 +146,XGBoost_grid_1_AutoML_20190425_040839_model_3,27015205134244564,164363028.4895133,27015205134244564,100454547.56172508,0.3364977528007401,2019-04-25,2000 +147,GBM_grid_1_AutoML_20190425_040839_model_31,27090906021665576,164593153.021824,27090906021665576,99864855.89675076,0.3413024244823619,2019-04-25,2000 +148,GBM_grid_1_AutoML_20190425_040839_model_7,27108535927433970,164646700.32355332,27108535927433970,100395373.69909452,0.3368486496530787,2019-04-25,2000 +149,XGBoost_3_AutoML_20190425_044008,27297805975492788,165220476.86498418,27297805975492788,101533462.16442049,0.3394166245483056,2019-04-25,2000 +150,GBM_grid_1_AutoML_20190425_050348_model_8,27305864628595348,165244862.63904044,27305864628595348,102129883.05633716,0.3412638310260323,2019-04-25,2000 +151,GBM_grid_1_AutoML_20190425_061247_model_19,27402473805286096,165536925.80595455,27402473805286096,99467303.8136864,0.34124420845246184,2019-04-25,2000 +152,XGBoost_3_AutoML_20190425_054218,27454035592096064,165692593.65492493,27454035592096064,101445698.21563342,0.3388375078562728,2019-04-25,2000 +153,GBM_grid_1_AutoML_20190425_061247_model_23,27511677665851540,165866445.26802742,27511677665851540,101980276.17626746,,2019-04-25,2000 +154,GBM_grid_1_AutoML_20190425_044008_model_18,27552662526767376,165989947.06537917,27552662526767376,101916824.24319652,0.3419610770506457,2019-04-25,2000 +155,XGBoost_3_AutoML_20190425_040839,27573285763056268,166052057.38880885,27573285763056268,102143968.5574124,0.3405395062304251,2019-04-25,2000 +156,GBM_grid_1_AutoML_20190425_044008_model_9,27604702975230680,166146630.94757798,27604702975230680,103298974.25932956,,2019-04-25,2000 +157,XGBoost_3_AutoML_20190425_061247,27652491726608852,166290383.74665222,27652491726608852,102128662.86469002,0.3408540798244782,2019-04-25,2000 +158,DRF_1_AutoML_20190425_054218,27701369652351190,166437284.44177163,27701369652351190,96215496.33618955,0.32892211690060025,2019-04-25,2000 +159,XGBoost_3_AutoML_20190425_034434,27718454336737972,166488601.2216391,27718454336737972,101925888.91428572,0.3405068059508514,2019-04-25,2000 +160,XGBoost_3_AutoML_20190425_050348,27768426542644744,166638610.5998389,27768426542644744,102063734.59622641,0.3404784431226763,2019-04-25,2000 +161,GBM_grid_1_AutoML_20190425_044008_model_24,27829363960258184,166821353.4301235,27829363960258184,104345877.6888616,,2019-04-25,2000 +162,GBM_grid_1_AutoML_20190425_054218_model_11,27831959353284460,166829132.2080303,27831959353284460,101083300.614029,0.3635661238289615,2019-04-25,2000 +163,XGBoost_3_AutoML_20190425_031629,27837050651489496,166844390.5304865,27837050651489496,102114128.88355796,0.3416581228891768,2019-04-25,2000 +164,GBM_grid_1_AutoML_20190425_061247_model_11,27947749653138520,167175804.62835678,27947749653138520,103715177.62120038,0.3745993284530578,2019-04-25,2000 +165,GBM_grid_1_AutoML_20190425_050348_model_9,27974627790294664,167256174.1470092,27974627790294664,102655157.57208252,0.3547341507338881,2019-04-25,2000 +166,GBM_grid_1_AutoML_20190425_050348_model_2,28016852145995932,167382353.1498943,28016852145995932,103464485.93109287,0.3689376504776948,2019-04-25,2000 +167,GBM_grid_1_AutoML_20190425_044008_model_8,28077422983329620,167563191.01559752,28077422983329620,103684477.23587024,0.37493734397099016,2019-04-25,2000 +168,GBM_grid_1_AutoML_20190425_040839_model_2,28170338380065044,167840216.81368577,28170338380065044,99730977.07755448,0.3316269938641964,2019-04-25,2000 +169,GBM_grid_1_AutoML_20190425_040839_model_28,28201967719498100,167934414.93481347,28201967719498100,101503678.921506,0.3412424214971572,2019-04-25,2000 +170,GBM_grid_1_AutoML_20190425_040839_model_6,28327020335494636,168306328.86345848,28327020335494636,101767319.1246378,,2019-04-25,2000 +171,GBM_grid_1_AutoML_20190425_050348_model_10,28404853838492600,168537395.9644939,28404853838492600,103784282.38237154,,2019-04-25,2000 +172,GBM_grid_1_AutoML_20190425_044008_model_25,28426042207364216,168600243.79390505,28426042207364216,101300379.80094196,0.374951993878609,2019-04-25,2000 +173,GBM_grid_1_AutoML_20190425_034434_model_5,28495865456328340,168807184.25567183,28495865456328340,103755011.0046677,0.3443803329781497,2019-04-25,2000 +174,GBM_grid_1_AutoML_20190425_061247_model_5,28542237279039610,168944479.8714643,28542237279039610,105130843.36833198,,2019-04-25,2000 +175,GBM_grid_1_AutoML_20190425_050348_model_14,28586594610097256,169075706.74138036,28586594610097256,103060500.56807952,0.3428363582490015,2019-04-25,2000 +176,GBM_grid_1_AutoML_20190425_050348_model_15,28613772619013668,169156059.95356378,28613772619013668,103452331.14242709,,2019-04-25,2000 +177,GBM_grid_1_AutoML_20190425_034434_model_2,28687194649092680,169372945.44611508,28687194649092680,102668782.07817575,0.3608876227916363,2019-04-25,2000 +178,GBM_grid_1_AutoML_20190425_054218_model_9,28734545850752544,169512671.6524536,28734545850752544,104031159.20262311,,2019-04-25,2000 +179,GBM_grid_1_AutoML_20190425_050348_model_30,28828401849987684,169789286.61722943,28828401849987684,103744480.42145585,,2019-04-25,2000 +180,GBM_grid_1_AutoML_20190425_040839_model_20,28946682104120084,170137244.90575272,28946682104120084,101961534.8868362,0.3650448966449441,2019-04-25,2000 +181,GBM_grid_1_AutoML_20190425_061247_model_14,29188368118583796,170846036.29755008,29188368118583796,105047371.16896616,0.3675103102152092,2019-04-25,2000 +182,GBM_grid_1_AutoML_20190425_044008_model_20,29208420623149084,170904712.11511135,29208420623149084,103875414.36751264,0.3825505875436838,2019-04-25,2000 +183,XGBoost_grid_1_AutoML_20190425_050348_model_11,29278925118150532,171110856.2252861,29278925118150532,102756768.71752022,0.340343269801922,2019-04-25,2000 +184,GBM_grid_1_AutoML_20190425_040839_model_13,29280304412258188,171114886.58868402,29280304412258188,104990565.09992576,,2019-04-25,2000 +185,GBM_grid_1_AutoML_20190425_044008_model_22,29308253647932596,171196535.15165716,29308253647932596,103446066.46204521,,2019-04-25,2000 +186,GBM_grid_1_AutoML_20190425_044008_model_6,29344670942509790,171302863.2058139,29344670942509790,106133550.2195738,,2019-04-25,2000 +187,GBM_grid_1_AutoML_20190425_050348_model_19,29558213943385340,171925024.19189984,29558213943385340,104164109.05207808,0.3641242537551713,2019-04-25,2000 +188,GBM_grid_1_AutoML_20190425_061247_model_4,29630044429527028,172133798.04537815,29630044429527028,105382726.01409,0.34912043140496385,2019-04-25,2000 +189,GBM_grid_1_AutoML_20190425_054218_model_5,29843647159176590,172753139.36127642,29843647159176590,105881426.17945178,,2019-04-25,2000 +190,GBM_grid_1_AutoML_20190425_061247_model_3,29972072650052824,173124442.67073563,29972072650052824,106689708.22866178,,2019-04-25,2000 +191,GBM_grid_1_AutoML_20190425_054218_model_23,30047774009790936,173342937.58267435,30047774009790936,100681851.47380812,0.3705033656589855,2019-04-25,2000 +192,GBM_grid_1_AutoML_20190425_061247_model_16,30089696753731836,173463819.72541663,30089696753731836,105410055.56043288,0.37473048927424396,2019-04-25,2000 +193,GBM_grid_1_AutoML_20190425_044008_model_16,30136214403247656,173597852.53063372,30136214403247656,102539043.77645798,0.3512113969384242,2019-04-25,2000 +194,DeepLearning_grid_1_AutoML_20190425_054218_model_1,30167347574307860,173687499.76411042,30167347574307860,109300674.66933441,,2019-04-25,2000 +195,GBM_grid_1_AutoML_20190425_054218_model_20,30271230801620052,173986294.86721092,30271230801620052,104020842.31741108,0.3575456115907071,2019-04-25,2000 +196,GBM_grid_1_AutoML_20190425_061247_model_17,30337832637149644,174177589.36542222,30337832637149644,103383444.42671241,0.3444727445896601,2019-04-25,2000 +197,GBM_grid_1_AutoML_20190425_050348_model_22,30393785204124404,174338134.68121198,30393785204124404,106912740.29519188,0.37746253079776293,2019-04-25,2000 +198,GBM_grid_1_AutoML_20190425_044008_model_26,30396320318702410,174345405.21247587,30396320318702410,110162477.30906291,,2019-04-25,2000 +199,GBM_grid_1_AutoML_20190425_054218_model_26,30398088681591020,174350476.57402897,30398088681591020,105663974.09994988,0.39967114253288016,2019-04-25,2000 +200,GBM_grid_1_AutoML_20190425_050348_model_23,30537002028456452,174748396.35446286,30537002028456452,106810184.28250298,,2019-04-25,2000 +201,GBM_grid_1_AutoML_20190425_044008_model_11,30672444033574012,175135501.92229447,30672444033574012,108548279.33148791,0.3964197995165796,2019-04-25,2000 +202,GBM_grid_1_AutoML_20190425_061247_model_1,30702273873458880,175220643.39985424,30702273873458880,104251263.10735528,0.3457939499183895,2019-04-25,2000 +203,GBM_grid_1_AutoML_20190425_040839_model_9,30773912164560876,175424947.38366285,30773912164560876,109413697.00965698,,2019-04-25,2000 +204,GBM_grid_1_AutoML_20190425_054218_model_10,30854478012885160,175654427.82032332,30854478012885160,105130573.81801888,0.3615601929041189,2019-04-25,2000 +205,XGBoost_grid_1_AutoML_20190425_050348_model_14,30945698811494470,175913896.01590455,30945698811494470,98660698.88180593,3.0455239064235684,2019-04-25,2000 +206,GBM_grid_1_AutoML_20190425_040839_model_12,30962952756327340,175962930.06291792,30962952756327340,107471102.93431062,,2019-04-25,2000 +207,GBM_grid_1_AutoML_20190425_050348_model_12,31145163196873240,176479922.92856783,31145163196873240,109619308.52561826,0.3740409200923367,2019-04-25,2000 +208,GBM_grid_1_AutoML_20190425_050348_model_25,31161039510262010,176524897.7064199,31161039510262010,109484892.06191991,0.37692937173729385,2019-04-25,2000 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+215,GBM_grid_1_AutoML_20190425_061247_model_27,31594613423067276,177748736.76925886,31594613423067276,107747181.25385192,0.3646868343845836,2019-04-25,2000 +216,GBM_grid_1_AutoML_20190425_054218_model_28,31678724981798700,177985181.916357,31678724981798700,108706359.31981649,0.3901146659923849,2019-04-25,2000 +217,GBM_grid_1_AutoML_20190425_040839_model_1,31765970528775424,178230105.56237525,31765970528775424,107138581.53721943,0.3742086226607095,2019-04-25,2000 +218,GBM_grid_1_AutoML_20190425_050348_model_26,31866538590432668,178512012.45415577,31866538590432668,106437053.5727798,0.3716165606331446,2019-04-25,2000 +219,GBM_5_AutoML_20190425_031629,31877250225972932,178542012.49558306,31877250225972932,105331926.36209331,0.3437844565599428,2019-04-25,2000 +220,GBM_grid_1_AutoML_20190425_054218_model_1,31897956265577508,178599989.54528946,31897956265577508,113751442.5879232,,2019-04-25,2000 +221,GBM_grid_1_AutoML_20190425_044008_model_14,31916112476256350,178650811.57458073,31916112476256350,105334790.19748726,0.3451001009905713,2019-04-25,2000 +222,GBM_grid_1_AutoML_20190425_050348_model_1,31971725050926316,178806389.84926215,31971725050926316,105940308.54093307,0.3459147350950914,2019-04-25,2000 +223,GBM_grid_1_AutoML_20190425_061247_model_28,31989255629747360,178855404.25088462,31989255629747360,105192332.6735614,0.3424835821348903,2019-04-25,2000 +224,GBM_5_AutoML_20190425_061247,32012715973823596,178920976.89713076,32012715973823596,105962447.85507113,0.34752034423170386,2019-04-25,2000 +225,GBM_grid_1_AutoML_20190425_044008_model_2,32059066057091900,179050456.73522282,32059066057091900,110063327.62139289,,2019-04-25,2000 +226,GBM_5_AutoML_20190425_034434,32198802926682224,179440248.90386835,32198802926682224,105782277.5978903,0.3452924694112608,2019-04-25,2000 +227,GBM_grid_1_AutoML_20190425_050348_model_20,32267383640401060,179631243.49734113,32267383640401060,110549559.49250482,0.3629291619309262,2019-04-25,2000 +228,GBM_5_AutoML_20190425_050348,32303474187121052,179731672.74334553,32303474187121052,105789373.91146956,0.3444684743867962,2019-04-25,2000 +229,GBM_5_AutoML_20190425_044008,32323971173835444,179788684.7769777,32323971173835444,105856855.01804096,0.3441146048068085,2019-04-25,2000 +230,XGBoost_grid_1_AutoML_20190425_040839_model_8,32362081534060310,179894640.09263954,32362081534060310,104458323.17466308,0.3459358791897005,2019-04-25,2000 +231,GBM_grid_1_AutoML_20190425_050348_model_24,32463113193472348,180175229.13395268,32463113193472348,113358790.64355262,0.3971875748083944,2019-04-25,2000 +232,GBM_5_AutoML_20190425_054218,32463321329058510,180175806.7251497,32463321329058510,106396587.09781024,0.3471108596312889,2019-04-25,2000 +233,GBM_5_AutoML_20190425_040839,32543177483760456,180397276.8191373,32543177483760456,105786978.34070183,0.34501279496519205,2019-04-25,2000 +234,GBM_grid_1_AutoML_20190425_044008_model_13,32680713038366596,180778076.76365682,32680713038366596,114476510.16465406,,2019-04-25,2000 +235,DeepLearning_grid_1_AutoML_20190425_054218_model_2,32913942672497240,181422001.62190148,32913942672497240,116366572.49976268,,2019-04-25,2000 +236,DeepLearning_grid_1_AutoML_20190425_034434_model_4,32989426259939524,181629915.6525145,32989426259939524,111125531.81813093,0.3738283253496021,2019-04-25,2000 +237,GBM_grid_1_AutoML_20190425_040839_model_26,33133636997022696,182026473.34116733,33133636997022696,112580570.70753936,,2019-04-25,2000 +238,DeepLearning_grid_1_AutoML_20190425_044008_model_3,33153285617151876,182080437.21704945,33153285617151876,112420930.74653186,0.3740131366798715,2019-04-25,2000 +239,DeepLearning_grid_1_AutoML_20190425_040839_model_1,33246848040131148,182337182.27539644,33246848040131148,116088490.85691382,,2019-04-25,2000 +240,GBM_grid_1_AutoML_20190425_040839_model_33,33247961793345344,182340236.3532124,33247961793345344,109663904.30507866,,2019-04-25,2000 +241,GBM_grid_1_AutoML_20190425_040839_model_11,33583455182855572,183257892.55269623,33583455182855572,114723676.44787644,0.39190491277412254,2019-04-25,2000 +242,DeepLearning_grid_1_AutoML_20190425_050348_model_5,33749490115423616,183710342.9734527,33749490115423616,113391539.60167764,0.3782718159222209,2019-04-25,2000 +243,DeepLearning_1_AutoML_20190425_050348,33830017539453620,183929381.93625733,33830017539453620,115710561.80333687,,2019-04-25,2000 +244,GBM_grid_1_AutoML_20190425_050348_model_6,33835469035997716,183944200.87623772,33835469035997716,117720786.76873262,,2019-04-25,2000 +245,DeepLearning_grid_1_AutoML_20190425_050348_model_3,33841443388204104,183960439.7369285,33841443388204104,115258468.25911699,,2019-04-25,2000 +246,GBM_grid_1_AutoML_20190425_044008_model_5,33913785666567332,184156959.32157257,33913785666567332,117448633.58238085,,2019-04-25,2000 +247,DeepLearning_1_AutoML_20190425_054218,33955949121368264,184271400.7147291,33955949121368264,116614292.83981363,0.3868858910668082,2019-04-25,2000 +248,GBM_grid_1_AutoML_20190425_044008_model_19,34124313209132750,184727673.10052052,34124313209132750,116607877.57122868,0.3950034289177406,2019-04-25,2000 +249,GBM_grid_1_AutoML_20190425_040839_model_32,34162147555988396,184830050.46795937,34162147555988396,116796468.71240976,,2019-04-25,2000 +250,GBM_grid_1_AutoML_20190425_054218_model_25,34276237445954150,185138427.79378396,34276237445954150,116632614.63879919,,2019-04-25,2000 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+269,DeepLearning_grid_1_AutoML_20190425_031629_model_2,36270052585884520,190446981.03641468,36270052585884520,120694699.68799716,,2019-04-25,2000 +270,XGBoost_grid_1_AutoML_20190425_061247_model_1,36363532928072744,190692246.63858977,36363532928072744,106418452.14292452,3.7477814319252776,2019-04-25,2000 +271,DeepLearning_grid_1_AutoML_20190425_061247_model_2,36447653167345050,190912684.66852865,36447653167345050,118445206.81328931,,2019-04-25,2000 +272,GBM_grid_1_AutoML_20190425_040839_model_15,36707887126275144,191593024.73283088,36707887126275144,122252241.0609384,0.4256150708207606,2019-04-25,2000 +273,XGBoost_grid_1_AutoML_20190425_061247_model_16,36797999381820500,191828046.39004305,36797999381820500,110632745.72345014,0.3657321464974581,2019-04-25,2000 +274,GBM_grid_1_AutoML_20190425_044008_model_10,36801840828148210,191838058.86254218,36801840828148210,123160851.45334776,,2019-04-25,2000 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DB/result/result/organized/300/Hyperparameter_DRF_300.csv rename to DS/results/MhjELnB300/hyperparameter/hyperparameter_XRT_MhjELnB300.csv index fbd0744..d897034 100644 --- a/DB/result/result/organized/300/Hyperparameter_DRF_300.csv +++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_XRT_MhjELnB300.csv @@ -1,2 +1,2 @@ -,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed -0,DRF_1_AutoML_20190421_193027,FALSE,0,5,1,14,20,0,FALSE,0.014965432,2.89858E+17 \ No newline at end of file +,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed +0,XRT_1_AutoML_20190425_031629,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-4628012047370416590 diff --git a/DS/results/MhjELnB300/leaderboard/leaderboard_MhjELnB300.csv b/DS/results/MhjELnB300/leaderboard/leaderboard_MhjELnB300.csv new 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a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv new file mode 100644 index 0000000..113d6c8 --- /dev/null +++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv @@ -0,0 +1,3 @@ +,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed +0,DRF_1_AutoML_20190425_031629,False,,5.0,1.0,29,20,0,False,0.011609086505314302,-109059479828034882 +1,DRF_1_AutoML_20190425_034434,False,,5.0,1.0,19,20,0,False,0.011609086505314302,3927840289394080204 diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv new file mode 100644 index 0000000..5ad0f9c --- /dev/null +++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv @@ -0,0 +1,26 @@ 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+7,GBM_4_AutoML_20190425_034434,60,0.1,15,0.8,0.8,False,-4047498393464258297,0,deviance,0.011609086505314302 +8,GBM_5_AutoML_20190425_031629,62,0.1,15,0.8,0.8,False,7224883551881429633,0,deviance,0.011609086505314302 +9,GBM_5_AutoML_20190425_034434,60,0.1,15,0.8,0.8,False,-4047498393464258297,0,deviance,0.011609086505314302 +10,GBM_grid_1_AutoML_20190425_031629_model_1,94,0.05,9,0.9,1.0,False,8207528746136263964,0,deviance,0.011609086505314302 +11,GBM_grid_1_AutoML_20190425_031629_model_2,30,0.8,15,0.7,1.0,False,-5601301954470354295,0,deviance,0.011609086505314302 +12,GBM_grid_1_AutoML_20190425_031629_model_3,104,0.05,15,0.7,0.7,False,47605658123363556,0,deviance,0.011609086505314302 +13,GBM_grid_1_AutoML_20190425_031629_model_4,90,0.001,17,0.9,1.0,False,-4890404642995617793,0,deviance,0.011609086505314302 +14,GBM_grid_1_AutoML_20190425_031629_model_5,135,0.005,6,0.8,0.7,False,3753904886134921359,0,deviance,0.011609086505314302 +15,GBM_grid_1_AutoML_20190425_031629_model_6,5,0.8,17,1.0,0.7,False,-1305402648528411279,0,deviance,0.011609086505314302 +16,GBM_grid_1_AutoML_20190425_034434_model_1,729,0.001,10,0.8,0.4,False,1410357535471554209,0,deviance,0.011609086505314302 +17,GBM_grid_1_AutoML_20190425_034434_model_2,334,0.01,9,0.7,1.0,False,444921593099312736,0,deviance,0.011609086505314302 +18,GBM_grid_1_AutoML_20190425_034434_model_3,487,0.001,17,0.7,0.7,False,-3917196823294341591,0,deviance,0.011609086505314302 +19,GBM_grid_1_AutoML_20190425_034434_model_4,61,0.1,11,0.9,0.7,False,699962976991480881,0,deviance,0.011609086505314302 +20,GBM_grid_1_AutoML_20190425_034434_model_5,100,0.1,5,0.9,1.0,False,-3681137519580778394,0,deviance,0.011609086505314302 +21,GBM_grid_1_AutoML_20190425_034434_model_6,145,0.01,12,1.0,0.7,False,-7217941094633065686,0,deviance,0.011609086505314302 +22,GBM_grid_1_AutoML_20190425_034434_model_7,4,0.5,8,1.0,1.0,False,3342921263531951771,0,deviance,0.011609086505314302 +23,GLM_grid_1_AutoML_20190425_031629_model_1,None,None,None,None,None,False,-4880951606538223235,None,None,None +24,GLM_grid_1_AutoML_20190425_034434_model_1,None,None,None,None,None,False,7189351013797971946,None,None,None diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv new file mode 100644 index 0000000..3d6ec32 --- /dev/null +++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv @@ -0,0 +1,3 @@ +,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize +0,GLM_grid_1_AutoML_20190425_034434_model_1,7189351013797971946,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +1,GLM_grid_1_AutoML_20190425_031629_model_1,-4880951606538223235,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv new file mode 100644 index 0000000..a1a99d1 --- /dev/null +++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv @@ -0,0 +1,17 @@ +,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha +0,XGBoost_1_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +1,XGBoost_1_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +2,XGBoost_2_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +3,XGBoost_2_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +4,XGBoost_3_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +5,XGBoost_3_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +6,XGBoost_grid_1_AutoML_20190425_031629_model_1,94,20,10.0,100.0,0.6,0.8,1.0,dart,1.0,0.01 +7,XGBoost_grid_1_AutoML_20190425_031629_model_2,70,15,0.1,100.0,0.8,0.8,0.7,gbtree,0.001,0.01 +8,XGBoost_grid_1_AutoML_20190425_034434_model_1,102,20,10.0,100.0,1.0,1.0,0.9,dart,1.0,1.0 +9,XGBoost_grid_1_AutoML_20190425_034434_model_2,86,20,3.0,100.0,0.8,0.6,0.7,dart,10.0,0.01 +10,XGBoost_grid_1_AutoML_20190425_034434_model_3,117,10,10.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.5 +11,XGBoost_grid_1_AutoML_20190425_034434_model_4,106,10,3.0,100.0,0.6,0.8,1.0,dart,1.0,1.0 +12,XGBoost_grid_1_AutoML_20190425_034434_model_5,132,10,3.0,100.0,0.6,1.0,0.9,gbtree,1.0,0.1 +13,XGBoost_grid_1_AutoML_20190425_034434_model_6,135,15,20.0,100.0,0.6,1.0,1.0,gbtree,1.0,0.5 +14,XGBoost_grid_1_AutoML_20190425_034434_model_7,183,5,1.0,100.0,1.0,0.6,0.7,gbtree,0.001,0.1 +15,XGBoost_grid_1_AutoML_20190425_034434_model_8,16,20,5.0,100.0,0.8,0.8,0.9,dart,0.1,0.01 diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XRT_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XRT_eFMvlPR500.csv new file mode 100644 index 0000000..871248a --- /dev/null +++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XRT_eFMvlPR500.csv @@ -0,0 +1,3 @@ +,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed +0,XRT_1_AutoML_20190425_031629,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-4628012047370416590 +1,XRT_1_AutoML_20190425_034434,False,,5.0,1.0,16,20,0,False,0.011609086505314302,5142220278587894502 diff --git a/DS/results/eFMvlPR500/leaderboard/leaderboard_eFMvlPR500.csv b/DS/results/eFMvlPR500/leaderboard/leaderboard_eFMvlPR500.csv new file mode 100644 index 0000000..131d441 --- /dev/null +++ b/DS/results/eFMvlPR500/leaderboard/leaderboard_eFMvlPR500.csv @@ -0,0 +1,60 @@ +,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime +0,XGBoost_grid_1_AutoML_20190425_034434_model_5,23532474855228316,153402981.89809844,23532474855228316,90918845.49757412,0.31368784715308506,2019-04-25,500 +1,GBM_1_AutoML_20190425_031629,23775031990128900,154191543.18615824,23775031990128900,93754997.58951291,0.32221306437158137,2019-04-25,500 +2,GBM_grid_1_AutoML_20190425_034434_model_4,23797462236776000,154264261.04829335,23797462236776000,91123347.76293024,0.3213943308398986,2019-04-25,500 +3,XGBoost_1_AutoML_20190425_031629,24001794278085524,154925124.74768424,24001794278085524,92343890.40053909,0.31788141703632194,2019-04-25,500 +4,XGBoost_grid_1_AutoML_20190425_034434_model_3,24241136393363876,155695653.09720075,24241136393363876,92258282.48571429,0.3197195999672125,2019-04-25,500 +5,GBM_1_AutoML_20190425_034434,24265166305648100,155772803.48523006,24265166305648100,94068502.12981234,0.3203401257870397,2019-04-25,500 +6,XGBoost_1_AutoML_20190425_034434,24287590296554900,155844763.45567372,24287590296554900,92332236.71374664,0.3172798328283274,2019-04-25,500 +7,XGBoost_2_AutoML_20190425_034434,24352497787983850,156052868.56698233,24352497787983850,91627074.0787062,0.3171568759489795,2019-04-25,500 +8,XGBoost_grid_1_AutoML_20190425_034434_model_1,24365453118266668,156094372.47468808,24365453118266668,91210890.13638814,0.3172410806480649,2019-04-25,500 +9,XGBoost_grid_1_AutoML_20190425_034434_model_4,24539476828015330,156650811.76941067,24539476828015330,91960965.7245283,0.3154096132962391,2019-04-25,500 +10,XGBoost_grid_1_AutoML_20190425_031629_model_1,24562662779718170,156724799.5044759,24562662779718170,91800211.04366577,0.3147064273637741,2019-04-25,500 +11,GBM_4_AutoML_20190425_034434,24578164892836296,156774248.18137798,24578164892836296,94318915.93242778,0.3218864079038672,2019-04-25,500 +12,XGBoost_2_AutoML_20190425_031629,24645684223842348,156989439.84817052,24645684223842348,91820134.7929919,0.3169278162171524,2019-04-25,500 +13,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,500 +14,GBM_4_AutoML_20190425_031629,24814875998401084,157527381.74171844,24814875998401084,94635071.73507772,0.32495766337992205,2019-04-25,500 +15,XRT_1_AutoML_20190425_031629,24821773831486484,157549274.2969211,24821773831486484,94415308.89892767,0.3253525542337009,2019-04-25,500 +16,DRF_1_AutoML_20190425_031629,24969446332052852,158017234.2880765,24969446332052852,93945780.40816893,0.3242510610147755,2019-04-25,500 +17,GBM_grid_1_AutoML_20190425_031629_model_3,25135162788820784,158540729.11659262,25135162788820784,94510062.05599141,0.32367695730487833,2019-04-25,500 +18,DRF_1_AutoML_20190425_034434,25225871239041110,158826544.50387412,25225871239041110,94560522.416278,0.32378776089386474,2019-04-25,500 +19,GBM_grid_1_AutoML_20190425_031629_model_1,25229476606959136,158837894.1152241,25229476606959136,94007503.5975976,0.32146823335561503,2019-04-25,500 +20,GBM_2_AutoML_20190425_031629,25308852080644044,159087561.04939204,25308852080644044,96784539.8033259,0.3279367156954517,2019-04-25,500 +21,GBM_2_AutoML_20190425_034434,25399535866277716,159372318.38144827,25399535866277716,97020315.40667504,0.32891699850227424,2019-04-25,500 +22,GBM_3_AutoML_20190425_031629,25526087376836304,159768856.09165606,25526087376836304,96092158.51362908,0.3261237257059677,2019-04-25,500 +23,GBM_3_AutoML_20190425_034434,25628186250929108,160088057.80235168,25628186250929108,96387000.97903717,0.32625916645078146,2019-04-25,500 +24,XRT_1_AutoML_20190425_034434,25770661484876564,160532431.25573274,25770661484876564,95167142.80071364,0.3246171883087283,2019-04-25,500 +25,XGBoost_grid_1_AutoML_20190425_034434_model_7,25849360260450172,160777362.40046412,25849360260450172,98286014.97843666,0.3307810164451993,2019-04-25,500 +26,XGBoost_grid_1_AutoML_20190425_034434_model_6,26009013237374040,161273101.40681875,26009013237374040,94853955.61078168,0.3205893701237505,2019-04-25,500 +27,XGBoost_3_AutoML_20190425_034434,27718454336737972,166488601.2216391,27718454336737972,101925888.91428572,0.3405068059508514,2019-04-25,500 +28,XGBoost_3_AutoML_20190425_031629,27837050651489496,166844390.5304865,27837050651489496,102114128.88355796,0.3416581228891768,2019-04-25,500 +29,GBM_grid_1_AutoML_20190425_034434_model_5,28495865456328340,168807184.25567183,28495865456328340,103755011.0046677,0.3443803329781497,2019-04-25,500 +30,GBM_grid_1_AutoML_20190425_034434_model_2,28687194649092680,169372945.44611508,28687194649092680,102668782.07817575,0.3608876227916363,2019-04-25,500 +31,GBM_grid_1_AutoML_20190425_031629_model_6,31237756913929188,176742063.22754407,31237756913929188,106545510.47567104,,2019-04-25,500 +32,GBM_5_AutoML_20190425_031629,31877250225972932,178542012.49558306,31877250225972932,105331926.36209331,0.3437844565599428,2019-04-25,500 +33,GBM_5_AutoML_20190425_034434,32198802926682224,179440248.90386835,32198802926682224,105782277.5978903,0.3452924694112608,2019-04-25,500 +34,DeepLearning_grid_1_AutoML_20190425_034434_model_4,32989426259939524,181629915.6525145,32989426259939524,111125531.81813093,0.3738283253496021,2019-04-25,500 +35,DeepLearning_grid_1_AutoML_20190425_034434_model_6,34801551164101360,186551738.5716396,34801551164101360,120228204.64776798,0.4097668399471437,2019-04-25,500 +36,DeepLearning_1_AutoML_20190425_031629,35412679672664224,188182570.05542308,35412679672664224,117914172.98488294,,2019-04-25,500 +37,DeepLearning_1_AutoML_20190425_034434,35653415963947776,188821121.60441104,35653415963947776,119870082.77635229,0.4048587823753633,2019-04-25,500 +38,DeepLearning_grid_1_AutoML_20190425_031629_model_2,36270052585884520,190446981.03641468,36270052585884520,120694699.68799716,,2019-04-25,500 +39,DeepLearning_grid_1_AutoML_20190425_031629_model_3,37733681350905810,194251592.91729325,37733681350905810,120966057.70105655,,2019-04-25,500 +40,DeepLearning_grid_1_AutoML_20190425_034434_model_1,37858661720241310,194573024.1329494,37858661720241310,124648909.40452433,,2019-04-25,500 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b/DS/results/ihFSck1500/hyperparameter/hyperparameter_GLM_ihFSck1500.csv @@ -0,0 +1,7 @@ +,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize +0,GLM_grid_1_AutoML_20190425_031629_model_1,-4880951606538223235,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +1,GLM_grid_1_AutoML_20190425_034434_model_1,7189351013797971946,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +2,GLM_grid_1_AutoML_20190425_040839_model_1,-4844715198400296124,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True 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+23,XGBoost_grid_1_AutoML_20190425_034434_model_3,24241136393363876,155695653.09720075,24241136393363876,92258282.48571429,0.3197195999672125,2019-04-25,1500 +24,GBM_1_AutoML_20190425_034434,24265166305648100,155772803.48523006,24265166305648100,94068502.12981234,0.3203401257870397,2019-04-25,1500 +25,XGBoost_1_AutoML_20190425_034434,24287590296554900,155844763.45567372,24287590296554900,92332236.71374664,0.3172798328283274,2019-04-25,1500 +26,XGBoost_2_AutoML_20190425_054218,24305849360953424,155903333.38627952,24305849360953424,91835251.77574123,0.3165004756923561,2019-04-25,1500 +27,XGBoost_1_AutoML_20190425_050348,24320881824039604,155951536.77998692,24320881824039604,92148659.01725069,0.3174144657664537,2019-04-25,1500 +28,XGBoost_2_AutoML_20190425_034434,24352497787983850,156052868.56698233,24352497787983850,91627074.0787062,0.3171568759489795,2019-04-25,1500 +29,XGBoost_grid_1_AutoML_20190425_050348_model_4,24358433461258304,156071885.55681098,24358433461258304,91508300.97412398,0.3231521205863168,2019-04-25,1500 +30,XGBoost_grid_1_AutoML_20190425_034434_model_1,24365453118266668,156094372.47468808,24365453118266668,91210890.13638814,0.3172410806480649,2019-04-25,1500 +31,GBM_grid_1_AutoML_20190425_040839_model_19,24368569718204916,156104355.21856818,24368569718204916,92769379.16862416,0.32406667516899634,2019-04-25,1500 +32,XGBoost_grid_1_AutoML_20190425_040839_model_1,24370048037247824,156109090.18134665,24370048037247824,91737677.14231806,0.3133531767919161,2019-04-25,1500 +33,XGBoost_grid_1_AutoML_20190425_050348_model_1,24383442307897100,156151984.64283794,24383442307897100,92240310.27331536,0.32526614982937224,2019-04-25,1500 +34,XGBoost_grid_1_AutoML_20190425_044008_model_3,24443243232672484,156343350.45876586,24443243232672484,91686773.3342318,0.31285250010586896,2019-04-25,1500 +35,GBM_grid_1_AutoML_20190425_050348_model_29,24461560451120692,156401919.58898935,24461560451120692,93003562.50588018,0.3229609297601683,2019-04-25,1500 +36,XGBoost_grid_1_AutoML_20190425_054218_model_1,24471433791647096,156433480.40508175,24471433791647096,91621873.0754717,0.3145404204378447,2019-04-25,1500 +37,GBM_1_AutoML_20190425_054218,24499722694863076,156523872.60371205,24499722694863076,94965404.70660023,0.324444606579866,2019-04-25,1500 +38,GBM_grid_1_AutoML_20190425_054218_model_27,24519143338635150,156585897.63652137,24519143338635150,93662474.58415064,0.3202025514783105,2019-04-25,1500 +39,XGBoost_grid_1_AutoML_20190425_034434_model_4,24539476828015330,156650811.76941067,24539476828015330,91960965.7245283,0.3154096132962391,2019-04-25,1500 +40,GBM_1_AutoML_20190425_040839,24560988968103064,156719459.44299024,24560988968103064,94621915.87210783,0.3240441771394711,2019-04-25,1500 +41,XGBoost_grid_1_AutoML_20190425_031629_model_1,24562662779718170,156724799.5044759,24562662779718170,91800211.04366577,0.3147064273637741,2019-04-25,1500 +42,GBM_4_AutoML_20190425_034434,24578164892836296,156774248.18137798,24578164892836296,94318915.93242778,0.3218864079038672,2019-04-25,1500 +43,GBM_grid_1_AutoML_20190425_054218_model_7,24598524339483924,156839167.10912463,24598524339483924,93062901.76867206,0.3276459157793103,2019-04-25,1500 +44,XGBoost_2_AutoML_20190425_040839,24618845024912124,156903935.65781617,24618845024912124,92058031.92075472,0.31652564493015434,2019-04-25,1500 +45,XGBoost_2_AutoML_20190425_031629,24645684223842348,156989439.84817052,24645684223842348,91820134.7929919,0.3169278162171524,2019-04-25,1500 +46,GBM_grid_1_AutoML_20190425_050348_model_7,24647796326124716,156996166.59691,24647796326124716,92771396.19765341,0.3304953130707073,2019-04-25,1500 +47,XGBoost_grid_1_AutoML_20190425_050348_model_10,24655621178085900,157021085.13854405,24655621178085900,92154032.70350404,0.3194051418262593,2019-04-25,1500 +48,GBM_grid_1_AutoML_20190425_044008_model_12,24661781197937560,157040699.176798,24661781197937560,93083232.78456748,0.32074512379087217,2019-04-25,1500 +49,GBM_grid_1_AutoML_20190425_040839_model_18,24668240855717610,157061264.6571955,24668240855717610,93004531.06661148,0.33620035578448737,2019-04-25,1500 +50,XGBoost_2_AutoML_20190425_050348,24693426194483656,157141421.00185952,24693426194483656,91818408.38221024,0.31705066429884,2019-04-25,1500 +51,GBM_grid_1_AutoML_20190425_040839_model_22,24696475317959650,157151122.54756454,24696475317959650,92942763.74955793,0.3231777446607411,2019-04-25,1500 +52,XGBoost_grid_1_AutoML_20190425_054218_model_10,24715637698992400,157212078.73122343,24715637698992400,92288475.3212938,0.3245510366207866,2019-04-25,1500 +53,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,1500 +54,GBM_4_AutoML_20190425_050348,24771929265689876,157391007.57568672,24771929265689876,94649325.88833241,0.3234662168656697,2019-04-25,1500 +55,XGBoost_grid_1_AutoML_20190425_050348_model_2,24773980369287216,157397523.3899416,24773980369287216,95742887.71967655,0.3250334268081574,2019-04-25,1500 +56,GBM_grid_1_AutoML_20190425_040839_model_4,24775528053031364,157402439.79376993,24775528053031364,93338351.42101955,0.3240377717405764,2019-04-25,1500 +57,GBM_grid_1_AutoML_20190425_044008_model_23,24781897886062524,157422672.7192196,24781897886062524,93605582.96183126,0.3242850682492324,2019-04-25,1500 +58,XGBoost_2_AutoML_20190425_044008,24794121219816068,157461491.228224,24794121219816068,91926429.24366575,0.3166498684472247,2019-04-25,1500 +59,GBM_4_AutoML_20190425_054218,24803234736308964,157490427.44341308,24803234736308964,94058658.2548442,0.3216304365001136,2019-04-25,1500 +60,GBM_4_AutoML_20190425_031629,24814875998401084,157527381.74171844,24814875998401084,94635071.73507772,0.32495766337992205,2019-04-25,1500 +61,XRT_1_AutoML_20190425_031629,24821773831486484,157549274.2969211,24821773831486484,94415308.89892767,0.3253525542337009,2019-04-25,1500 +62,XGBoost_grid_1_AutoML_20190425_050348_model_3,24834461101080704,157589533.6025864,24834461101080704,93072059.56981131,0.3251547812997941,2019-04-25,1500 +63,GBM_grid_1_AutoML_20190425_054218_model_16,24843380773548280,157617831.3946372,24843380773548280,93382816.12802055,0.3194112878310689,2019-04-25,1500 +64,DRF_1_AutoML_20190425_040839,24849988548945270,157638791.38380018,24849988548945270,94040413.48057562,0.3229163739400784,2019-04-25,1500 +65,XRT_1_AutoML_20190425_050348,24889262951266228,157763313.07140526,24889262951266228,93958379.68338697,0.3237020234978323,2019-04-25,1500 +66,GBM_grid_1_AutoML_20190425_054218_model_17,24909413301611610,157827162.7496725,24909413301611610,94007426.47972149,0.322220854471634,2019-04-25,1500 +67,XGBoost_grid_1_AutoML_20190425_050348_model_6,24919954342914764,157860553.4733575,24919954342914764,95994232.2161725,0.325870378298178,2019-04-25,1500 +68,GBM_3_AutoML_20190425_050348,24936989918004550,157914501.92431518,24936989918004550,95826090.05932042,0.32543534261064944,2019-04-25,1500 +69,XGBoost_grid_1_AutoML_20190425_054218_model_4,24947965264607464,157949249.0156489,24947965264607464,97127917.3115903,0.3287921240638682,2019-04-25,1500 +70,DRF_1_AutoML_20190425_031629,24969446332052852,158017234.2880765,24969446332052852,93945780.40816893,0.3242510610147755,2019-04-25,1500 +71,GBM_grid_1_AutoML_20190425_054218_model_3,25015435267992884,158162686.07984906,25015435267992884,93794269.51616372,0.32672833130069384,2019-04-25,1500 +72,XGBoost_grid_1_AutoML_20190425_044008_model_5,25034972257868830,158224436.34871584,25034972257868830,92336136.31644204,0.3303005763328003,2019-04-25,1500 +73,GBM_4_AutoML_20190425_044008,25048320140207412,158266610.94560474,25048320140207412,94530357.25931896,0.32342491056483696,2019-04-25,1500 +74,GBM_grid_1_AutoML_20190425_040839_model_14,25077192067893000,158357797.62263998,25077192067893000,93940441.68320404,0.3313013182854759,2019-04-25,1500 +75,XGBoost_grid_1_AutoML_20190425_040839_model_4,25132389004305440,158531981.0142592,25132389004305440,93549257.86792453,0.33148114515650584,2019-04-25,1500 +76,GBM_grid_1_AutoML_20190425_031629_model_3,25135162788820784,158540729.11659262,25135162788820784,94510062.05599141,0.32367695730487833,2019-04-25,1500 +77,GBM_4_AutoML_20190425_040839,25174075630592030,158663403.5642499,25174075630592030,94393597.12773384,0.3215434082612341,2019-04-25,1500 +78,GBM_grid_1_AutoML_20190425_050348_model_11,25185555635161804,158699576.66976243,25185555635161804,93310137.17212884,0.3309432962886374,2019-04-25,1500 +79,XGBoost_grid_1_AutoML_20190425_050348_model_12,25204952219299900,158760675.92228216,25204952219299900,92971761.01563342,0.32001741894078034,2019-04-25,1500 +80,DRF_1_AutoML_20190425_034434,25225871239041110,158826544.50387412,25225871239041110,94560522.416278,0.32378776089386474,2019-04-25,1500 +81,GBM_grid_1_AutoML_20190425_031629_model_1,25229476606959136,158837894.1152241,25229476606959136,94007503.5975976,0.32146823335561503,2019-04-25,1500 +82,GBM_3_AutoML_20190425_044008,25294570032274956,159042667.33262163,25294570032274956,96104408.89198159,0.32541349351907994,2019-04-25,1500 +83,GBM_2_AutoML_20190425_031629,25308852080644044,159087561.04939204,25308852080644044,96784539.8033259,0.3279367156954517,2019-04-25,1500 +84,XGBoost_grid_1_AutoML_20190425_054218_model_5,25356194267686344,159236284.39424962,25356194267686344,93468130.32452829,0.3183562187611827,2019-04-25,1500 +85,GBM_2_AutoML_20190425_034434,25399535866277716,159372318.38144827,25399535866277716,97020315.40667504,0.32891699850227424,2019-04-25,1500 +86,GBM_3_AutoML_20190425_040839,25423179167651148,159446477.43882945,25423179167651148,96317126.61255205,0.3258178577052748,2019-04-25,1500 +87,XGBoost_grid_1_AutoML_20190425_050348_model_7,25469638873443860,159592101.53840277,25469638873443860,93905289.22210242,0.31951801544069713,2019-04-25,1500 +88,GBM_grid_1_AutoML_20190425_050348_model_18,25495247583144132,159672313.13895383,25495247583144132,95365870.7915038,0.3555546058709504,2019-04-25,1500 +89,GBM_2_AutoML_20190425_040839,25501613381065770,159692245.8388815,25501613381065770,97284554.93587379,0.3286162712764544,2019-04-25,1500 +90,GBM_3_AutoML_20190425_054218,25507390548480228,159710333.25517866,25507390548480228,96115968.6117765,0.3258502155851055,2019-04-25,1500 +91,GBM_3_AutoML_20190425_031629,25526087376836304,159768856.09165606,25526087376836304,96092158.51362908,0.3261237257059677,2019-04-25,1500 +92,GBM_grid_1_AutoML_20190425_054218_model_13,25561369998702436,159879235.67087266,25561369998702436,95601620.4203876,0.3280293406073865,2019-04-25,1500 +93,GBM_grid_1_AutoML_20190425_040839_model_27,25585022357179732,159953188.01818153,25585022357179732,96275431.03940424,0.3261920099601289,2019-04-25,1500 +94,GBM_grid_1_AutoML_20190425_050348_model_5,25593481937036784,159979629.75653115,25593481937036784,95865835.62879048,0.3303322293694625,2019-04-25,1500 +95,GBM_3_AutoML_20190425_034434,25628186250929108,160088057.80235168,25628186250929108,96387000.97903717,0.32625916645078146,2019-04-25,1500 +96,GBM_2_AutoML_20190425_050348,25630395968246130,160094959.221851,25630395968246130,96887241.56299514,0.3280382008912137,2019-04-25,1500 +97,GBM_grid_1_AutoML_20190425_040839_model_24,25657975900680950,160181072.22977674,25657975900680950,94756800.62512231,0.3281677477855931,2019-04-25,1500 +98,GBM_2_AutoML_20190425_044008,25696625271057870,160301669.582877,25696625271057870,97025888.5379408,0.3286228814027673,2019-04-25,1500 +99,GBM_grid_1_AutoML_20190425_044008_model_1,25724597877957660,160388895.74393132,25724597877957660,96605503.66788872,0.3321474806434272,2019-04-25,1500 +100,XRT_1_AutoML_20190425_034434,25770661484876564,160532431.25573274,25770661484876564,95167142.80071364,0.3246171883087283,2019-04-25,1500 +101,XGBoost_grid_1_AutoML_20190425_050348_model_8,25772244445668428,160537361.5258094,25772244445668428,95679565.87061995,0.3235245076296686,2019-04-25,1500 +102,GBM_grid_1_AutoML_20190425_040839_model_16,25825628685795080,160703542.85389942,25825628685795080,95626827.22867818,0.32886011517933394,2019-04-25,1500 +103,XGBoost_grid_1_AutoML_20190425_034434_model_7,25849360260450172,160777362.40046412,25849360260450172,98286014.97843666,0.3307810164451993,2019-04-25,1500 +104,GBM_grid_1_AutoML_20190425_054218_model_19,25982969263303108,161192336.24246255,25982969263303108,97047348.55553721,0.3472339544125264,2019-04-25,1500 +105,XGBoost_grid_1_AutoML_20190425_034434_model_6,26009013237374040,161273101.40681875,26009013237374040,94853955.61078168,0.3205893701237505,2019-04-25,1500 +106,XRT_1_AutoML_20190425_044008,26021254323479296,161311048.36147863,26021254323479296,95242653.8164955,0.3272566829040243,2019-04-25,1500 +107,DRF_1_AutoML_20190425_050348,26022783175976344,161315787.12567577,26022783175976344,95509529.38540244,0.3274903088467703,2019-04-25,1500 +108,GBM_2_AutoML_20190425_054218,26041634310342316,161374205.83954027,26041634310342316,97768632.00092109,0.3296058192626548,2019-04-25,1500 +109,GBM_grid_1_AutoML_20190425_054218_model_24,26058785099425864,161427336.90247715,26058785099425864,96058090.06069458,0.3298808218673441,2019-04-25,1500 +110,XGBoost_grid_1_AutoML_20190425_050348_model_9,26184513388125644,161816295.1872451,26184513388125644,98937474.967655,0.333990910728524,2019-04-25,1500 +111,GBM_grid_1_AutoML_20190425_040839_model_29,26229188894077630,161954280.25858912,26229188894077630,97341610.51321676,0.3336778795689459,2019-04-25,1500 +112,GBM_grid_1_AutoML_20190425_050348_model_16,26269847797223584,162079757.51840076,26269847797223584,95970959.94715358,0.3556716927795259,2019-04-25,1500 +113,XRT_1_AutoML_20190425_040839,26381023062838724,162422360.10734093,26381023062838724,94956828.17888951,0.3248722766564002,2019-04-25,1500 +114,XGBoost_grid_1_AutoML_20190425_050348_model_15,26433838421806016,162584865.29134873,26433838421806016,94308632.49649596,0.33035042357211797,2019-04-25,1500 +115,XGBoost_grid_1_AutoML_20190425_050348_model_13,26481424079832496,162731140.47358143,26481424079832496,99832567.92291103,0.3349942207994808,2019-04-25,1500 +116,XRT_1_AutoML_20190425_054218,26483232090218256,162736695.58590114,26483232090218256,95815555.8244443,0.32709616457153623,2019-04-25,1500 +117,XGBoost_grid_1_AutoML_20190425_040839_model_2,26625408864245868,163172941.58115146,26625408864245868,99727972.75687332,0.33547487423962885,2019-04-25,1500 +118,XGBoost_grid_1_AutoML_20190425_044008_model_6,26656457599044984,163268054.435168,26656457599044984,96815020.25336929,0.3264401840387375,2019-04-25,1500 +119,DRF_1_AutoML_20190425_044008,26672498270546420,163317170.77682438,26672498270546420,94945780.68300152,0.3236233103032619,2019-04-25,1500 +120,GBM_grid_1_AutoML_20190425_050348_model_3,26784499572916384,163659706.62602445,26784499572916384,98334293.82112812,0.3559733574924753,2019-04-25,1500 +121,XGBoost_grid_1_AutoML_20190425_040839_model_3,27015205134244564,164363028.4895133,27015205134244564,100454547.56172508,0.3364977528007401,2019-04-25,1500 +122,GBM_grid_1_AutoML_20190425_040839_model_31,27090906021665576,164593153.021824,27090906021665576,99864855.89675076,0.3413024244823619,2019-04-25,1500 +123,GBM_grid_1_AutoML_20190425_040839_model_7,27108535927433970,164646700.32355332,27108535927433970,100395373.69909452,0.3368486496530787,2019-04-25,1500 +124,XGBoost_3_AutoML_20190425_044008,27297805975492788,165220476.86498418,27297805975492788,101533462.16442049,0.3394166245483056,2019-04-25,1500 +125,GBM_grid_1_AutoML_20190425_050348_model_8,27305864628595348,165244862.63904044,27305864628595348,102129883.05633716,0.3412638310260323,2019-04-25,1500 +126,XGBoost_3_AutoML_20190425_054218,27454035592096064,165692593.65492493,27454035592096064,101445698.21563342,0.3388375078562728,2019-04-25,1500 +127,GBM_grid_1_AutoML_20190425_044008_model_18,27552662526767376,165989947.06537917,27552662526767376,101916824.24319652,0.3419610770506457,2019-04-25,1500 +128,XGBoost_3_AutoML_20190425_040839,27573285763056268,166052057.38880885,27573285763056268,102143968.5574124,0.3405395062304251,2019-04-25,1500 +129,GBM_grid_1_AutoML_20190425_044008_model_9,27604702975230680,166146630.94757798,27604702975230680,103298974.25932956,,2019-04-25,1500 +130,DRF_1_AutoML_20190425_054218,27701369652351190,166437284.44177163,27701369652351190,96215496.33618955,0.32892211690060025,2019-04-25,1500 +131,XGBoost_3_AutoML_20190425_034434,27718454336737972,166488601.2216391,27718454336737972,101925888.91428572,0.3405068059508514,2019-04-25,1500 +132,XGBoost_3_AutoML_20190425_050348,27768426542644744,166638610.5998389,27768426542644744,102063734.59622641,0.3404784431226763,2019-04-25,1500 +133,GBM_grid_1_AutoML_20190425_044008_model_24,27829363960258184,166821353.4301235,27829363960258184,104345877.6888616,,2019-04-25,1500 +134,GBM_grid_1_AutoML_20190425_054218_model_11,27831959353284460,166829132.2080303,27831959353284460,101083300.614029,0.3635661238289615,2019-04-25,1500 +135,XGBoost_3_AutoML_20190425_031629,27837050651489496,166844390.5304865,27837050651489496,102114128.88355796,0.3416581228891768,2019-04-25,1500 +136,GBM_grid_1_AutoML_20190425_050348_model_9,27974627790294664,167256174.1470092,27974627790294664,102655157.57208252,0.3547341507338881,2019-04-25,1500 +137,GBM_grid_1_AutoML_20190425_050348_model_2,28016852145995932,167382353.1498943,28016852145995932,103464485.93109287,0.3689376504776948,2019-04-25,1500 +138,GBM_grid_1_AutoML_20190425_044008_model_8,28077422983329620,167563191.01559752,28077422983329620,103684477.23587024,0.37493734397099016,2019-04-25,1500 +139,GBM_grid_1_AutoML_20190425_040839_model_2,28170338380065044,167840216.81368577,28170338380065044,99730977.07755448,0.3316269938641964,2019-04-25,1500 +140,GBM_grid_1_AutoML_20190425_040839_model_28,28201967719498100,167934414.93481347,28201967719498100,101503678.921506,0.3412424214971572,2019-04-25,1500 +141,GBM_grid_1_AutoML_20190425_040839_model_6,28327020335494636,168306328.86345848,28327020335494636,101767319.1246378,,2019-04-25,1500 +142,GBM_grid_1_AutoML_20190425_050348_model_10,28404853838492600,168537395.9644939,28404853838492600,103784282.38237154,,2019-04-25,1500 +143,GBM_grid_1_AutoML_20190425_044008_model_25,28426042207364216,168600243.79390505,28426042207364216,101300379.80094196,0.374951993878609,2019-04-25,1500 +144,GBM_grid_1_AutoML_20190425_034434_model_5,28495865456328340,168807184.25567183,28495865456328340,103755011.0046677,0.3443803329781497,2019-04-25,1500 +145,GBM_grid_1_AutoML_20190425_050348_model_14,28586594610097256,169075706.74138036,28586594610097256,103060500.56807952,0.3428363582490015,2019-04-25,1500 +146,GBM_grid_1_AutoML_20190425_050348_model_15,28613772619013668,169156059.95356378,28613772619013668,103452331.14242709,,2019-04-25,1500 +147,GBM_grid_1_AutoML_20190425_034434_model_2,28687194649092680,169372945.44611508,28687194649092680,102668782.07817575,0.3608876227916363,2019-04-25,1500 +148,GBM_grid_1_AutoML_20190425_054218_model_9,28734545850752544,169512671.6524536,28734545850752544,104031159.20262311,,2019-04-25,1500 +149,GBM_grid_1_AutoML_20190425_050348_model_30,28828401849987684,169789286.61722943,28828401849987684,103744480.42145585,,2019-04-25,1500 +150,GBM_grid_1_AutoML_20190425_040839_model_20,28946682104120084,170137244.90575272,28946682104120084,101961534.8868362,0.3650448966449441,2019-04-25,1500 +151,GBM_grid_1_AutoML_20190425_044008_model_20,29208420623149084,170904712.11511135,29208420623149084,103875414.36751264,0.3825505875436838,2019-04-25,1500 +152,XGBoost_grid_1_AutoML_20190425_050348_model_11,29278925118150532,171110856.2252861,29278925118150532,102756768.71752022,0.340343269801922,2019-04-25,1500 +153,GBM_grid_1_AutoML_20190425_040839_model_13,29280304412258188,171114886.58868402,29280304412258188,104990565.09992576,,2019-04-25,1500 +154,GBM_grid_1_AutoML_20190425_044008_model_22,29308253647932596,171196535.15165716,29308253647932596,103446066.46204521,,2019-04-25,1500 +155,GBM_grid_1_AutoML_20190425_044008_model_6,29344670942509790,171302863.2058139,29344670942509790,106133550.2195738,,2019-04-25,1500 +156,GBM_grid_1_AutoML_20190425_050348_model_19,29558213943385340,171925024.19189984,29558213943385340,104164109.05207808,0.3641242537551713,2019-04-25,1500 +157,GBM_grid_1_AutoML_20190425_054218_model_5,29843647159176590,172753139.36127642,29843647159176590,105881426.17945178,,2019-04-25,1500 +158,GBM_grid_1_AutoML_20190425_054218_model_23,30047774009790936,173342937.58267435,30047774009790936,100681851.47380812,0.3705033656589855,2019-04-25,1500 +159,GBM_grid_1_AutoML_20190425_044008_model_16,30136214403247656,173597852.53063372,30136214403247656,102539043.77645798,0.3512113969384242,2019-04-25,1500 +160,DeepLearning_grid_1_AutoML_20190425_054218_model_1,30167347574307860,173687499.76411042,30167347574307860,109300674.66933441,,2019-04-25,1500 +161,GBM_grid_1_AutoML_20190425_054218_model_20,30271230801620052,173986294.86721092,30271230801620052,104020842.31741108,0.3575456115907071,2019-04-25,1500 +162,GBM_grid_1_AutoML_20190425_050348_model_22,30393785204124404,174338134.68121198,30393785204124404,106912740.29519188,0.37746253079776293,2019-04-25,1500 +163,GBM_grid_1_AutoML_20190425_044008_model_26,30396320318702410,174345405.21247587,30396320318702410,110162477.30906291,,2019-04-25,1500 +164,GBM_grid_1_AutoML_20190425_054218_model_26,30398088681591020,174350476.57402897,30398088681591020,105663974.09994988,0.39967114253288016,2019-04-25,1500 +165,GBM_grid_1_AutoML_20190425_050348_model_23,30537002028456452,174748396.35446286,30537002028456452,106810184.28250298,,2019-04-25,1500 +166,GBM_grid_1_AutoML_20190425_044008_model_11,30672444033574012,175135501.92229447,30672444033574012,108548279.33148791,0.3964197995165796,2019-04-25,1500 +167,GBM_grid_1_AutoML_20190425_040839_model_9,30773912164560876,175424947.38366285,30773912164560876,109413697.00965698,,2019-04-25,1500 +168,GBM_grid_1_AutoML_20190425_054218_model_10,30854478012885160,175654427.82032332,30854478012885160,105130573.81801888,0.3615601929041189,2019-04-25,1500 +169,XGBoost_grid_1_AutoML_20190425_050348_model_14,30945698811494470,175913896.01590455,30945698811494470,98660698.88180593,3.0455239064235684,2019-04-25,1500 +170,GBM_grid_1_AutoML_20190425_040839_model_12,30962952756327340,175962930.06291792,30962952756327340,107471102.93431062,,2019-04-25,1500 +171,GBM_grid_1_AutoML_20190425_050348_model_12,31145163196873240,176479922.92856783,31145163196873240,109619308.52561826,0.3740409200923367,2019-04-25,1500 +172,GBM_grid_1_AutoML_20190425_050348_model_25,31161039510262010,176524897.7064199,31161039510262010,109484892.06191991,0.37692937173729385,2019-04-25,1500 +173,GBM_grid_1_AutoML_20190425_031629_model_6,31237756913929188,176742063.22754407,31237756913929188,106545510.47567104,,2019-04-25,1500 +174,GBM_grid_1_AutoML_20190425_044008_model_17,31299343432759810,176916204.55108064,31299343432759810,108761536.99704692,0.3975974346569617,2019-04-25,1500 +175,GBM_grid_1_AutoML_20190425_044008_model_3,31337853641898180,177025008.5211075,31337853641898180,109545133.16731668,0.36147845857433897,2019-04-25,1500 +176,GBM_grid_1_AutoML_20190425_040839_model_8,31433534783997696,177295050.0831811,31433534783997696,109589908.14712346,,2019-04-25,1500 +177,GBM_grid_1_AutoML_20190425_044008_model_4,31568943644390824,177676514.04839867,31568943644390824,109510387.18880306,,2019-04-25,1500 +178,GBM_grid_1_AutoML_20190425_054218_model_28,31678724981798700,177985181.916357,31678724981798700,108706359.31981649,0.3901146659923849,2019-04-25,1500 +179,GBM_grid_1_AutoML_20190425_040839_model_1,31765970528775424,178230105.56237525,31765970528775424,107138581.53721943,0.3742086226607095,2019-04-25,1500 +180,GBM_grid_1_AutoML_20190425_050348_model_26,31866538590432668,178512012.45415577,31866538590432668,106437053.5727798,0.3716165606331446,2019-04-25,1500 +181,GBM_5_AutoML_20190425_031629,31877250225972932,178542012.49558306,31877250225972932,105331926.36209331,0.3437844565599428,2019-04-25,1500 +182,GBM_grid_1_AutoML_20190425_054218_model_1,31897956265577508,178599989.54528946,31897956265577508,113751442.5879232,,2019-04-25,1500 +183,GBM_grid_1_AutoML_20190425_044008_model_14,31916112476256350,178650811.57458073,31916112476256350,105334790.19748726,0.3451001009905713,2019-04-25,1500 +184,GBM_grid_1_AutoML_20190425_050348_model_1,31971725050926316,178806389.84926215,31971725050926316,105940308.54093307,0.3459147350950914,2019-04-25,1500 +185,GBM_grid_1_AutoML_20190425_044008_model_2,32059066057091900,179050456.73522282,32059066057091900,110063327.62139289,,2019-04-25,1500 +186,GBM_5_AutoML_20190425_034434,32198802926682224,179440248.90386835,32198802926682224,105782277.5978903,0.3452924694112608,2019-04-25,1500 +187,GBM_grid_1_AutoML_20190425_050348_model_20,32267383640401060,179631243.49734113,32267383640401060,110549559.49250482,0.3629291619309262,2019-04-25,1500 +188,GBM_5_AutoML_20190425_050348,32303474187121052,179731672.74334553,32303474187121052,105789373.91146956,0.3444684743867962,2019-04-25,1500 +189,GBM_5_AutoML_20190425_044008,32323971173835444,179788684.7769777,32323971173835444,105856855.01804096,0.3441146048068085,2019-04-25,1500 +190,XGBoost_grid_1_AutoML_20190425_040839_model_8,32362081534060310,179894640.09263954,32362081534060310,104458323.17466308,0.3459358791897005,2019-04-25,1500 +191,GBM_grid_1_AutoML_20190425_050348_model_24,32463113193472348,180175229.13395268,32463113193472348,113358790.64355262,0.3971875748083944,2019-04-25,1500 +192,GBM_5_AutoML_20190425_054218,32463321329058510,180175806.7251497,32463321329058510,106396587.09781024,0.3471108596312889,2019-04-25,1500 +193,GBM_5_AutoML_20190425_040839,32543177483760456,180397276.8191373,32543177483760456,105786978.34070183,0.34501279496519205,2019-04-25,1500 +194,GBM_grid_1_AutoML_20190425_044008_model_13,32680713038366596,180778076.76365682,32680713038366596,114476510.16465406,,2019-04-25,1500 +195,DeepLearning_grid_1_AutoML_20190425_054218_model_2,32913942672497240,181422001.62190148,32913942672497240,116366572.49976268,,2019-04-25,1500 +196,DeepLearning_grid_1_AutoML_20190425_034434_model_4,32989426259939524,181629915.6525145,32989426259939524,111125531.81813093,0.3738283253496021,2019-04-25,1500 +197,GBM_grid_1_AutoML_20190425_040839_model_26,33133636997022696,182026473.34116733,33133636997022696,112580570.70753936,,2019-04-25,1500 +198,DeepLearning_grid_1_AutoML_20190425_044008_model_3,33153285617151876,182080437.21704945,33153285617151876,112420930.74653186,0.3740131366798715,2019-04-25,1500 +199,DeepLearning_grid_1_AutoML_20190425_040839_model_1,33246848040131148,182337182.27539644,33246848040131148,116088490.85691382,,2019-04-25,1500 +200,GBM_grid_1_AutoML_20190425_040839_model_33,33247961793345344,182340236.3532124,33247961793345344,109663904.30507866,,2019-04-25,1500 +201,GBM_grid_1_AutoML_20190425_040839_model_11,33583455182855572,183257892.55269623,33583455182855572,114723676.44787644,0.39190491277412254,2019-04-25,1500 +202,DeepLearning_grid_1_AutoML_20190425_050348_model_5,33749490115423616,183710342.9734527,33749490115423616,113391539.60167764,0.3782718159222209,2019-04-25,1500 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diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json new file mode 100644 index 0000000..5cd1a3a --- /dev/null +++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json @@ -0,0 +1 @@ +[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key"}, "name": "XGBoost_2_AutoML_20190425_034434", "type": "Key", "URL": "/3/Models/XGBoost_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, 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0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +1,GLM_grid_1_AutoML_20190425_034434_model_1,7189351013797971946,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +2,GLM_grid_1_AutoML_20190425_040839_model_1,-4844715198400296124,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True +3,GLM_grid_1_AutoML_20190425_044008_model_1,-3042194167376305624,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv new file mode 100644 index 0000000..b949190 --- /dev/null +++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv @@ -0,0 +1,39 @@ +,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha +0,XGBoost_1_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +1,XGBoost_1_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +2,XGBoost_1_AutoML_20190425_040839,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +3,XGBoost_1_AutoML_20190425_044008,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +4,XGBoost_2_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +5,XGBoost_2_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +6,XGBoost_2_AutoML_20190425_040839,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +7,XGBoost_2_AutoML_20190425_044008,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +8,XGBoost_3_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +9,XGBoost_3_AutoML_20190425_034434,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +10,XGBoost_3_AutoML_20190425_040839,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +11,XGBoost_3_AutoML_20190425_044008,104,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0 +12,XGBoost_grid_1_AutoML_20190425_031629_model_1,94,20,10.0,100.0,0.6,0.8,1.0,dart,1.0,0.01 +13,XGBoost_grid_1_AutoML_20190425_031629_model_2,70,15,0.1,100.0,0.8,0.8,0.7,gbtree,0.001,0.01 +14,XGBoost_grid_1_AutoML_20190425_034434_model_1,102,20,10.0,100.0,1.0,1.0,0.9,dart,1.0,1.0 +15,XGBoost_grid_1_AutoML_20190425_034434_model_2,86,20,3.0,100.0,0.8,0.6,0.7,dart,10.0,0.01 +16,XGBoost_grid_1_AutoML_20190425_034434_model_3,117,10,10.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.5 +17,XGBoost_grid_1_AutoML_20190425_034434_model_4,106,10,3.0,100.0,0.6,0.8,1.0,dart,1.0,1.0 +18,XGBoost_grid_1_AutoML_20190425_034434_model_5,132,10,3.0,100.0,0.6,1.0,0.9,gbtree,1.0,0.1 +19,XGBoost_grid_1_AutoML_20190425_034434_model_6,135,15,20.0,100.0,0.6,1.0,1.0,gbtree,1.0,0.5 +20,XGBoost_grid_1_AutoML_20190425_034434_model_7,183,5,1.0,100.0,1.0,0.6,0.7,gbtree,0.001,0.1 +21,XGBoost_grid_1_AutoML_20190425_034434_model_8,16,20,5.0,100.0,0.8,0.8,0.9,dart,0.1,0.01 +22,XGBoost_grid_1_AutoML_20190425_040839_model_1,132,10,3.0,100.0,0.6,0.6,1.0,gbtree,1.0,0.1 +23,XGBoost_grid_1_AutoML_20190425_040839_model_2,202,5,5.0,100.0,0.6,0.6,0.9,gbtree,1.0,1.0 +24,XGBoost_grid_1_AutoML_20190425_040839_model_3,162,5,10.0,100.0,0.8,1.0,0.9,gbtree,0.001,1.0 +25,XGBoost_grid_1_AutoML_20190425_040839_model_4,101,20,0.1,100.0,0.8,0.8,0.8,gbtree,0.01,0.01 +26,XGBoost_grid_1_AutoML_20190425_040839_model_5,115,15,5.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.5 +27,XGBoost_grid_1_AutoML_20190425_040839_model_6,88,20,0.1,100.0,0.6,0.6,0.9,dart,0.001,0.1 +28,XGBoost_grid_1_AutoML_20190425_040839_model_7,100,10,3.0,100.0,1.0,0.8,0.8,dart,0.001,0.001 +29,XGBoost_grid_1_AutoML_20190425_040839_model_8,38,10,0.1,100.0,0.8,0.6,0.7,dart,0.1,0.5 +30,XGBoost_grid_1_AutoML_20190425_044008_model_1,140,10,10.0,100.0,0.8,0.6,0.8,gbtree,1.0,1.0 +31,XGBoost_grid_1_AutoML_20190425_044008_model_2,97,15,10.0,100.0,0.8,1.0,0.7,dart,100.0,1.0 +32,XGBoost_grid_1_AutoML_20190425_044008_model_3,301,15,5.0,100.0,1.0,0.8,0.9,gbtree,100.0,0.001 +33,XGBoost_grid_1_AutoML_20190425_044008_model_4,180,20,0.01,100.0,0.6,0.6,1.0,gbtree,10.0,0.5 +34,XGBoost_grid_1_AutoML_20190425_044008_model_5,93,20,5.0,100.0,1.0,1.0,0.7,dart,0.01,0.001 +35,XGBoost_grid_1_AutoML_20190425_044008_model_6,125,10,20.0,100.0,0.6,0.6,0.7,gbtree,0.1,0.01 +36,XGBoost_grid_1_AutoML_20190425_044008_model_7,77,5,5.0,100.0,0.6,0.6,1.0,gbtree,100.0,0.1 +37,XGBoost_grid_1_AutoML_20190425_044008_model_8,2,5,5.0,100.0,0.6,0.6,0.7,gbtree,0.01,0.001 diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv new file mode 100644 index 0000000..ecff027 --- /dev/null +++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv @@ -0,0 +1,5 @@ +,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed +0,XRT_1_AutoML_20190425_031629,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-4628012047370416590 +1,XRT_1_AutoML_20190425_034434,False,,5.0,1.0,16,20,0,False,0.011609086505314302,5142220278587894502 +2,XRT_1_AutoML_20190425_040839,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-8169382873339601 +3,XRT_1_AutoML_20190425_044008,False,,5.0,1.0,13,20,0,False,0.011609086505314302,-542286521019288021 diff --git a/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv b/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv new file mode 100644 index 0000000..2677cec --- /dev/null +++ b/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv @@ -0,0 +1,177 @@ +,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime +0,XGBoost_grid_1_AutoML_20190425_034434_model_5,23532474855228316,153402981.89809844,23532474855228316,90918845.49757412,0.31368784715308506,2019-04-25,1000 +1,XGBoost_grid_1_AutoML_20190425_040839_model_7,23753676258354668,154122276.9697965,23753676258354668,90217458.0754717,0.3138922316740469,2019-04-25,1000 +2,GBM_1_AutoML_20190425_031629,23775031990128900,154191543.18615824,23775031990128900,93754997.58951291,0.32221306437158137,2019-04-25,1000 +3,GBM_grid_1_AutoML_20190425_034434_model_4,23797462236776000,154264261.04829335,23797462236776000,91123347.76293024,0.3213943308398986,2019-04-25,1000 +4,XGBoost_grid_1_AutoML_20190425_044008_model_1,23925914531043820,154680039.21335104,23925914531043820,92270864.3180593,0.31579192773363285,2019-04-25,1000 +5,XGBoost_1_AutoML_20190425_044008,23946398297111744,154746238.3940616,23946398297111744,91989347.02803236,0.31609758371780683,2019-04-25,1000 +6,GBM_1_AutoML_20190425_044008,23951138348651148,154761553.19927216,23951138348651148,94147137.29261746,0.3226893042425608,2019-04-25,1000 +7,XGBoost_1_AutoML_20190425_031629,24001794278085524,154925124.74768424,24001794278085524,92343890.40053909,0.31788141703632194,2019-04-25,1000 +8,XGBoost_grid_1_AutoML_20190425_044008_model_4,24053142572982650,155090755.92369342,24053142572982650,90448521.87601078,0.3143630419240039,2019-04-25,1000 +9,XGBoost_grid_1_AutoML_20190425_040839_model_5,24079401334470970,155175388.9457699,24079401334470970,91466406.97088951,0.3183777785569329,2019-04-25,1000 +10,XGBoost_grid_1_AutoML_20190425_040839_model_6,24116234739201120,155294026.73380944,24116234739201120,92025367.41509436,0.32332194532648395,2019-04-25,1000 +11,GBM_grid_1_AutoML_20190425_044008_model_7,24118635149705964,155301755.1404554,24118635149705964,92037036.8368952,0.3174731125010885,2019-04-25,1000 +12,XGBoost_1_AutoML_20190425_040839,24157122691099784,155425617.87266532,24157122691099784,91821862.85121292,0.3150432430675297,2019-04-25,1000 +13,XGBoost_grid_1_AutoML_20190425_034434_model_3,24241136393363876,155695653.09720075,24241136393363876,92258282.48571429,0.3197195999672125,2019-04-25,1000 +14,GBM_1_AutoML_20190425_034434,24265166305648100,155772803.48523006,24265166305648100,94068502.12981234,0.3203401257870397,2019-04-25,1000 +15,XGBoost_1_AutoML_20190425_034434,24287590296554900,155844763.45567372,24287590296554900,92332236.71374664,0.3172798328283274,2019-04-25,1000 +16,XGBoost_2_AutoML_20190425_034434,24352497787983850,156052868.56698233,24352497787983850,91627074.0787062,0.3171568759489795,2019-04-25,1000 +17,XGBoost_grid_1_AutoML_20190425_034434_model_1,24365453118266668,156094372.47468808,24365453118266668,91210890.13638814,0.3172410806480649,2019-04-25,1000 +18,GBM_grid_1_AutoML_20190425_040839_model_19,24368569718204916,156104355.21856818,24368569718204916,92769379.16862416,0.32406667516899634,2019-04-25,1000 +19,XGBoost_grid_1_AutoML_20190425_040839_model_1,24370048037247824,156109090.18134665,24370048037247824,91737677.14231806,0.3133531767919161,2019-04-25,1000 +20,XGBoost_grid_1_AutoML_20190425_044008_model_3,24443243232672484,156343350.45876586,24443243232672484,91686773.3342318,0.31285250010586896,2019-04-25,1000 +21,XGBoost_grid_1_AutoML_20190425_034434_model_4,24539476828015330,156650811.76941067,24539476828015330,91960965.7245283,0.3154096132962391,2019-04-25,1000 +22,GBM_1_AutoML_20190425_040839,24560988968103064,156719459.44299024,24560988968103064,94621915.87210783,0.3240441771394711,2019-04-25,1000 +23,XGBoost_grid_1_AutoML_20190425_031629_model_1,24562662779718170,156724799.5044759,24562662779718170,91800211.04366577,0.3147064273637741,2019-04-25,1000 +24,GBM_4_AutoML_20190425_034434,24578164892836296,156774248.18137798,24578164892836296,94318915.93242778,0.3218864079038672,2019-04-25,1000 +25,XGBoost_2_AutoML_20190425_040839,24618845024912124,156903935.65781617,24618845024912124,92058031.92075472,0.31652564493015434,2019-04-25,1000 +26,XGBoost_2_AutoML_20190425_031629,24645684223842348,156989439.84817052,24645684223842348,91820134.7929919,0.3169278162171524,2019-04-25,1000 +27,GBM_grid_1_AutoML_20190425_044008_model_12,24661781197937560,157040699.176798,24661781197937560,93083232.78456748,0.32074512379087217,2019-04-25,1000 +28,GBM_grid_1_AutoML_20190425_040839_model_18,24668240855717610,157061264.6571955,24668240855717610,93004531.06661148,0.33620035578448737,2019-04-25,1000 +29,GBM_grid_1_AutoML_20190425_040839_model_22,24696475317959650,157151122.54756454,24696475317959650,92942763.74955793,0.3231777446607411,2019-04-25,1000 +30,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,1000 +31,GBM_grid_1_AutoML_20190425_040839_model_4,24775528053031364,157402439.79376993,24775528053031364,93338351.42101955,0.3240377717405764,2019-04-25,1000 +32,GBM_grid_1_AutoML_20190425_044008_model_23,24781897886062524,157422672.7192196,24781897886062524,93605582.96183126,0.3242850682492324,2019-04-25,1000 +33,XGBoost_2_AutoML_20190425_044008,24794121219816068,157461491.228224,24794121219816068,91926429.24366575,0.3166498684472247,2019-04-25,1000 +34,GBM_4_AutoML_20190425_031629,24814875998401084,157527381.74171844,24814875998401084,94635071.73507772,0.32495766337992205,2019-04-25,1000 +35,XRT_1_AutoML_20190425_031629,24821773831486484,157549274.2969211,24821773831486484,94415308.89892767,0.3253525542337009,2019-04-25,1000 +36,DRF_1_AutoML_20190425_040839,24849988548945270,157638791.38380018,24849988548945270,94040413.48057562,0.3229163739400784,2019-04-25,1000 +37,DRF_1_AutoML_20190425_031629,24969446332052852,158017234.2880765,24969446332052852,93945780.40816893,0.3242510610147755,2019-04-25,1000 +38,XGBoost_grid_1_AutoML_20190425_044008_model_5,25034972257868830,158224436.34871584,25034972257868830,92336136.31644204,0.3303005763328003,2019-04-25,1000 +39,GBM_4_AutoML_20190425_044008,25048320140207412,158266610.94560474,25048320140207412,94530357.25931896,0.32342491056483696,2019-04-25,1000 +40,GBM_grid_1_AutoML_20190425_040839_model_14,25077192067893000,158357797.62263998,25077192067893000,93940441.68320404,0.3313013182854759,2019-04-25,1000 +41,XGBoost_grid_1_AutoML_20190425_040839_model_4,25132389004305440,158531981.0142592,25132389004305440,93549257.86792453,0.33148114515650584,2019-04-25,1000 +42,GBM_grid_1_AutoML_20190425_031629_model_3,25135162788820784,158540729.11659262,25135162788820784,94510062.05599141,0.32367695730487833,2019-04-25,1000 +43,GBM_4_AutoML_20190425_040839,25174075630592030,158663403.5642499,25174075630592030,94393597.12773384,0.3215434082612341,2019-04-25,1000 +44,DRF_1_AutoML_20190425_034434,25225871239041110,158826544.50387412,25225871239041110,94560522.416278,0.32378776089386474,2019-04-25,1000 +45,GBM_grid_1_AutoML_20190425_031629_model_1,25229476606959136,158837894.1152241,25229476606959136,94007503.5975976,0.32146823335561503,2019-04-25,1000 +46,GBM_3_AutoML_20190425_044008,25294570032274956,159042667.33262163,25294570032274956,96104408.89198159,0.32541349351907994,2019-04-25,1000 +47,GBM_2_AutoML_20190425_031629,25308852080644044,159087561.04939204,25308852080644044,96784539.8033259,0.3279367156954517,2019-04-25,1000 +48,GBM_2_AutoML_20190425_034434,25399535866277716,159372318.38144827,25399535866277716,97020315.40667504,0.32891699850227424,2019-04-25,1000 +49,GBM_3_AutoML_20190425_040839,25423179167651148,159446477.43882945,25423179167651148,96317126.61255205,0.3258178577052748,2019-04-25,1000 +50,GBM_2_AutoML_20190425_040839,25501613381065770,159692245.8388815,25501613381065770,97284554.93587379,0.3286162712764544,2019-04-25,1000 +51,GBM_3_AutoML_20190425_031629,25526087376836304,159768856.09165606,25526087376836304,96092158.51362908,0.3261237257059677,2019-04-25,1000 +52,GBM_grid_1_AutoML_20190425_040839_model_27,25585022357179732,159953188.01818153,25585022357179732,96275431.03940424,0.3261920099601289,2019-04-25,1000 +53,GBM_3_AutoML_20190425_034434,25628186250929108,160088057.80235168,25628186250929108,96387000.97903717,0.32625916645078146,2019-04-25,1000 +54,GBM_grid_1_AutoML_20190425_040839_model_24,25657975900680950,160181072.22977674,25657975900680950,94756800.62512231,0.3281677477855931,2019-04-25,1000 +55,GBM_2_AutoML_20190425_044008,25696625271057870,160301669.582877,25696625271057870,97025888.5379408,0.3286228814027673,2019-04-25,1000 +56,GBM_grid_1_AutoML_20190425_044008_model_1,25724597877957660,160388895.74393132,25724597877957660,96605503.66788872,0.3321474806434272,2019-04-25,1000 +57,XRT_1_AutoML_20190425_034434,25770661484876564,160532431.25573274,25770661484876564,95167142.80071364,0.3246171883087283,2019-04-25,1000 +58,GBM_grid_1_AutoML_20190425_040839_model_16,25825628685795080,160703542.85389942,25825628685795080,95626827.22867818,0.32886011517933394,2019-04-25,1000 +59,XGBoost_grid_1_AutoML_20190425_034434_model_7,25849360260450172,160777362.40046412,25849360260450172,98286014.97843666,0.3307810164451993,2019-04-25,1000 +60,XGBoost_grid_1_AutoML_20190425_034434_model_6,26009013237374040,161273101.40681875,26009013237374040,94853955.61078168,0.3205893701237505,2019-04-25,1000 +61,XRT_1_AutoML_20190425_044008,26021254323479296,161311048.36147863,26021254323479296,95242653.8164955,0.3272566829040243,2019-04-25,1000 +62,GBM_grid_1_AutoML_20190425_040839_model_29,26229188894077630,161954280.25858912,26229188894077630,97341610.51321676,0.3336778795689459,2019-04-25,1000 +63,XRT_1_AutoML_20190425_040839,26381023062838724,162422360.10734093,26381023062838724,94956828.17888951,0.3248722766564002,2019-04-25,1000 +64,XGBoost_grid_1_AutoML_20190425_040839_model_2,26625408864245868,163172941.58115146,26625408864245868,99727972.75687332,0.33547487423962885,2019-04-25,1000 +65,XGBoost_grid_1_AutoML_20190425_044008_model_6,26656457599044984,163268054.435168,26656457599044984,96815020.25336929,0.3264401840387375,2019-04-25,1000 +66,DRF_1_AutoML_20190425_044008,26672498270546420,163317170.77682438,26672498270546420,94945780.68300152,0.3236233103032619,2019-04-25,1000 +67,XGBoost_grid_1_AutoML_20190425_040839_model_3,27015205134244564,164363028.4895133,27015205134244564,100454547.56172508,0.3364977528007401,2019-04-25,1000 +68,GBM_grid_1_AutoML_20190425_040839_model_31,27090906021665576,164593153.021824,27090906021665576,99864855.89675076,0.3413024244823619,2019-04-25,1000 +69,GBM_grid_1_AutoML_20190425_040839_model_7,27108535927433970,164646700.32355332,27108535927433970,100395373.69909452,0.3368486496530787,2019-04-25,1000 +70,XGBoost_3_AutoML_20190425_044008,27297805975492788,165220476.86498418,27297805975492788,101533462.16442049,0.3394166245483056,2019-04-25,1000 +71,GBM_grid_1_AutoML_20190425_044008_model_18,27552662526767376,165989947.06537917,27552662526767376,101916824.24319652,0.3419610770506457,2019-04-25,1000 +72,XGBoost_3_AutoML_20190425_040839,27573285763056268,166052057.38880885,27573285763056268,102143968.5574124,0.3405395062304251,2019-04-25,1000 +73,GBM_grid_1_AutoML_20190425_044008_model_9,27604702975230680,166146630.94757798,27604702975230680,103298974.25932956,,2019-04-25,1000 +74,XGBoost_3_AutoML_20190425_034434,27718454336737972,166488601.2216391,27718454336737972,101925888.91428572,0.3405068059508514,2019-04-25,1000 +75,GBM_grid_1_AutoML_20190425_044008_model_24,27829363960258184,166821353.4301235,27829363960258184,104345877.6888616,,2019-04-25,1000 +76,XGBoost_3_AutoML_20190425_031629,27837050651489496,166844390.5304865,27837050651489496,102114128.88355796,0.3416581228891768,2019-04-25,1000 +77,GBM_grid_1_AutoML_20190425_044008_model_8,28077422983329620,167563191.01559752,28077422983329620,103684477.23587024,0.37493734397099016,2019-04-25,1000 +78,GBM_grid_1_AutoML_20190425_040839_model_2,28170338380065044,167840216.81368577,28170338380065044,99730977.07755448,0.3316269938641964,2019-04-25,1000 +79,GBM_grid_1_AutoML_20190425_040839_model_28,28201967719498100,167934414.93481347,28201967719498100,101503678.921506,0.3412424214971572,2019-04-25,1000 +80,GBM_grid_1_AutoML_20190425_040839_model_6,28327020335494636,168306328.86345848,28327020335494636,101767319.1246378,,2019-04-25,1000 +81,GBM_grid_1_AutoML_20190425_044008_model_25,28426042207364216,168600243.79390505,28426042207364216,101300379.80094196,0.374951993878609,2019-04-25,1000 +82,GBM_grid_1_AutoML_20190425_034434_model_5,28495865456328340,168807184.25567183,28495865456328340,103755011.0046677,0.3443803329781497,2019-04-25,1000 +83,GBM_grid_1_AutoML_20190425_034434_model_2,28687194649092680,169372945.44611508,28687194649092680,102668782.07817575,0.3608876227916363,2019-04-25,1000 +84,GBM_grid_1_AutoML_20190425_040839_model_20,28946682104120084,170137244.90575272,28946682104120084,101961534.8868362,0.3650448966449441,2019-04-25,1000 +85,GBM_grid_1_AutoML_20190425_044008_model_20,29208420623149084,170904712.11511135,29208420623149084,103875414.36751264,0.3825505875436838,2019-04-25,1000 +86,GBM_grid_1_AutoML_20190425_040839_model_13,29280304412258188,171114886.58868402,29280304412258188,104990565.09992576,,2019-04-25,1000 +87,GBM_grid_1_AutoML_20190425_044008_model_22,29308253647932596,171196535.15165716,29308253647932596,103446066.46204521,,2019-04-25,1000 +88,GBM_grid_1_AutoML_20190425_044008_model_6,29344670942509790,171302863.2058139,29344670942509790,106133550.2195738,,2019-04-25,1000 +89,GBM_grid_1_AutoML_20190425_044008_model_16,30136214403247656,173597852.53063372,30136214403247656,102539043.77645798,0.3512113969384242,2019-04-25,1000 +90,GBM_grid_1_AutoML_20190425_044008_model_26,30396320318702410,174345405.21247587,30396320318702410,110162477.30906291,,2019-04-25,1000 +91,GBM_grid_1_AutoML_20190425_044008_model_11,30672444033574012,175135501.92229447,30672444033574012,108548279.33148791,0.3964197995165796,2019-04-25,1000 +92,GBM_grid_1_AutoML_20190425_040839_model_9,30773912164560876,175424947.38366285,30773912164560876,109413697.00965698,,2019-04-25,1000 +93,GBM_grid_1_AutoML_20190425_040839_model_12,30962952756327340,175962930.06291792,30962952756327340,107471102.93431062,,2019-04-25,1000 +94,GBM_grid_1_AutoML_20190425_031629_model_6,31237756913929188,176742063.22754407,31237756913929188,106545510.47567104,,2019-04-25,1000 +95,GBM_grid_1_AutoML_20190425_044008_model_17,31299343432759810,176916204.55108064,31299343432759810,108761536.99704692,0.3975974346569617,2019-04-25,1000 +96,GBM_grid_1_AutoML_20190425_044008_model_3,31337853641898180,177025008.5211075,31337853641898180,109545133.16731668,0.36147845857433897,2019-04-25,1000 +97,GBM_grid_1_AutoML_20190425_040839_model_8,31433534783997696,177295050.0831811,31433534783997696,109589908.14712346,,2019-04-25,1000 +98,GBM_grid_1_AutoML_20190425_044008_model_4,31568943644390824,177676514.04839867,31568943644390824,109510387.18880306,,2019-04-25,1000 +99,GBM_grid_1_AutoML_20190425_040839_model_1,31765970528775424,178230105.56237525,31765970528775424,107138581.53721943,0.3742086226607095,2019-04-25,1000 +100,GBM_5_AutoML_20190425_031629,31877250225972932,178542012.49558306,31877250225972932,105331926.36209331,0.3437844565599428,2019-04-25,1000 +101,GBM_grid_1_AutoML_20190425_044008_model_14,31916112476256350,178650811.57458073,31916112476256350,105334790.19748726,0.3451001009905713,2019-04-25,1000 +102,GBM_grid_1_AutoML_20190425_044008_model_2,32059066057091900,179050456.73522282,32059066057091900,110063327.62139289,,2019-04-25,1000 +103,GBM_5_AutoML_20190425_034434,32198802926682224,179440248.90386835,32198802926682224,105782277.5978903,0.3452924694112608,2019-04-25,1000 +104,GBM_5_AutoML_20190425_044008,32323971173835444,179788684.7769777,32323971173835444,105856855.01804096,0.3441146048068085,2019-04-25,1000 +105,XGBoost_grid_1_AutoML_20190425_040839_model_8,32362081534060310,179894640.09263954,32362081534060310,104458323.17466308,0.3459358791897005,2019-04-25,1000 +106,GBM_5_AutoML_20190425_040839,32543177483760456,180397276.8191373,32543177483760456,105786978.34070183,0.34501279496519205,2019-04-25,1000 +107,GBM_grid_1_AutoML_20190425_044008_model_13,32680713038366596,180778076.76365682,32680713038366596,114476510.16465406,,2019-04-25,1000 +108,DeepLearning_grid_1_AutoML_20190425_034434_model_4,32989426259939524,181629915.6525145,32989426259939524,111125531.81813093,0.3738283253496021,2019-04-25,1000 +109,GBM_grid_1_AutoML_20190425_040839_model_26,33133636997022696,182026473.34116733,33133636997022696,112580570.70753936,,2019-04-25,1000 +110,DeepLearning_grid_1_AutoML_20190425_044008_model_3,33153285617151876,182080437.21704945,33153285617151876,112420930.74653186,0.3740131366798715,2019-04-25,1000 +111,DeepLearning_grid_1_AutoML_20190425_040839_model_1,33246848040131148,182337182.27539644,33246848040131148,116088490.85691382,,2019-04-25,1000 +112,GBM_grid_1_AutoML_20190425_040839_model_33,33247961793345344,182340236.3532124,33247961793345344,109663904.30507866,,2019-04-25,1000 +113,GBM_grid_1_AutoML_20190425_040839_model_11,33583455182855572,183257892.55269623,33583455182855572,114723676.44787644,0.39190491277412254,2019-04-25,1000 +114,GBM_grid_1_AutoML_20190425_044008_model_5,33913785666567332,184156959.32157257,33913785666567332,117448633.58238085,,2019-04-25,1000 +115,GBM_grid_1_AutoML_20190425_044008_model_19,34124313209132750,184727673.10052052,34124313209132750,116607877.57122868,0.3950034289177406,2019-04-25,1000 +116,GBM_grid_1_AutoML_20190425_040839_model_32,34162147555988396,184830050.46795937,34162147555988396,116796468.71240976,,2019-04-25,1000 +117,GBM_grid_1_AutoML_20190425_040839_model_10,34285473474963936,185163369.69002247,34285473474963936,115458946.65492684,0.3915972060709661,2019-04-25,1000 +118,DeepLearning_1_AutoML_20190425_040839,34395246130152668,185459553.8928978,34395246130152668,117060496.58826408,0.3963450544635513,2019-04-25,1000 +119,DeepLearning_grid_1_AutoML_20190425_034434_model_6,34801551164101360,186551738.5716396,34801551164101360,120228204.64776798,0.4097668399471437,2019-04-25,1000 +120,DeepLearning_1_AutoML_20190425_044008,34810420376779090,186575508.51271743,34810420376779090,116637774.70912224,,2019-04-25,1000 +121,GBM_grid_1_AutoML_20190425_040839_model_3,35412245738809224,188181417.09214863,35412245738809224,118515194.89709441,0.4023391048962137,2019-04-25,1000 +122,DeepLearning_1_AutoML_20190425_031629,35412679672664224,188182570.05542308,35412679672664224,117914172.98488294,,2019-04-25,1000 +123,DeepLearning_1_AutoML_20190425_034434,35653415963947776,188821121.60441104,35653415963947776,119870082.77635229,0.4048587823753633,2019-04-25,1000 +124,DeepLearning_grid_1_AutoML_20190425_044008_model_1,35953911004693948,189615165.54509544,35953911004693948,120246111.33368522,0.4050015433539029,2019-04-25,1000 +125,GBM_grid_1_AutoML_20190425_040839_model_17,36004565757699720,189748691.0566176,36004565757699720,112203765.41890502,,2019-04-25,1000 +126,DeepLearning_grid_1_AutoML_20190425_040839_model_4,36134823345634550,190091618.29400724,36134823345634550,123291785.824397,,2019-04-25,1000 +127,DeepLearning_grid_1_AutoML_20190425_031629_model_2,36270052585884520,190446981.03641468,36270052585884520,120694699.68799716,,2019-04-25,1000 +128,GBM_grid_1_AutoML_20190425_040839_model_15,36707887126275144,191593024.73283088,36707887126275144,122252241.0609384,0.4256150708207606,2019-04-25,1000 +129,GBM_grid_1_AutoML_20190425_044008_model_10,36801840828148210,191838058.86254218,36801840828148210,123160851.45334776,,2019-04-25,1000 +130,DeepLearning_grid_1_AutoML_20190425_040839_model_2,37373034282507304,193321065.2839139,37373034282507304,119967016.22568232,,2019-04-25,1000 +131,DeepLearning_grid_1_AutoML_20190425_031629_model_3,37733681350905810,194251592.91729325,37733681350905810,120966057.70105655,,2019-04-25,1000 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os, sys\n", - "from datetime import datetime\n", - "import pandas as pd\n", - "import logging\n", - "import csv\n", - "import optparse\n", - "import time\n", - "import json\n", - "from distutils.util import strtobool\n", - "import psutil\n", - "import numpy as np\n", - "import datetime" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "\n", - "import warnings\n", - "import matplotlib.cbook\n", - "warnings.filterwarnings(\"ignore\", category = matplotlib.cbook.mplDeprecation)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "target='transaction_real_price'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Checking whether there is an H2O instance running at http://localhost:54321 ..... not 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transaction_real_price city exclusive_use_area floor total_parking_capacity_in_site total_household_count_in_sites apartment_building_count_in_sites supply_area total_household_count_of_area_type room_count bathroom_count heat_fuel_cogeneration heat_fuel_gas heat_type_central heat_type_district heat_type_individual front_door_structure_corridor front_door_structure_mixed front_door_structure_stairway
type int int real int int int int real int int int int int int int int int int int
mins 15150000.0 0.0 23.32 1.0 0.0 100.0 1.0 25.52 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
mean 407325225.0839865 0.6326987681970885 78.98916750279955 10.4783874580067181358.196640537514 1205.4591265397537 13.059350503919374 101.8436640537514302.55341545352746 2.93930571108622641.59798432250839870.23829787234042554 0.76170212765957450.084210526315789470.23852183650615902 0.6772676371780515 0.26382978723404255 0.01702127659574468 0.7191489361702128
maxs 3878340000.0 1.0 244.8647 59.0 9766.0 6864.0 124.0 309.36 2960.0 6.0 3.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0
sigma 316990725.1286814 0.4821235275767159527.536207663209645 7.258355776752853 1511.328449626355 1147.2439103271977 14.478395659958464 32.50384704917918342.17734963028045 0.64663310654941350.50298879535113390.4260899642891898 0.42608996428918980.277734386348716330.42622747160873403 0.4675736829724452 0.4407574610598276 0.12936499080697303 0.4494652253397927
zeros 0 1640 0 0 5 0 0 0 54 8 8 3401 1064 4089 3400 1441 3287 4389 1254
missing0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 570000000.0 1.0 84.91 15.0 1391.0 1606.0 15.0 104.75 958.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
1 1050000000.0 1.0 84.99 17.0 7876.0 5563.0 65.0 109.35 828.0 3.0 2.0 1.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0
2 586050000.0 0.0 156.7997 13.0 857.0 390.0 4.0 198.7 154.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
3 389370000.0 1.0 84.93 9.0 492.0 455.0 6.0 109.81 78.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
4 1130000000.0 1.0 76.5 6.0 3930.0 3930.0 30.0 112.39 1170.0 3.0 1.0 1.0 0.0 0.0 1.0 0.0 1.0 0.0 0.0
5 128000000.0 0.0 84.92 10.0 225.0 343.0 1.0 125.62 164.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
6 350000000.0 1.0 59.54 26.0 2990.0 2182.0 22.0 76.62 176.0 3.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
7 305000000.0 1.0 84.96 9.0 169.0 165.0 1.0 111.28 60.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
8 315000000.0 1.0 60.054 4.0 635.0 620.0 22.0 81.54 256.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
9 350000000.0 1.0 84.99 6.0 209.0 194.0 2.0 108.79 108.0 3.0 2.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n" - ] - } - ], - "source": [ - "X = [name for name in df.columns if name != target]\n", - "print(X)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Set target and predictor variables\n", - "y = target\n", - "project = 'hyper'" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# MODEL ONE (300)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "runtime = 300" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AutoML progress: |████████████████████████████████████████████████████████| 100%\n" - ] - } - ], - "source": [ - "# Set up AutoML\n", - "aml = H2OAutoML(max_runtime_secs=runtime, \n", - " project_name = project)\n", - " \n", - "aml.train(x=X,\n", - " y=y,\n", - " training_frame=df) # Change training_frame=train" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "board = aml.leaderboard" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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model_idmean_residual_deviancermsemsemaermsle
0GBM_1_AutoML_20190415_192126253085592898896401.590866e+08253085592898896409.537870e+070.331267
1XGBoost_1_AutoML_20190415_192126257927069294551241.606011e+08257927069294551249.468537e+070.325136
2XGBoost_grid_1_AutoML_20190415_192126_model_5260955161699945321.615411e+08260955161699945329.439783e+070.326511
3XGBoost_2_AutoML_20190415_192126264106333911417601.625135e+08264106333911417609.510714e+070.325820
4XRT_1_AutoML_20190415_192126267857378509919841.636635e+08267857378509919849.760681e+070.336689
5XGBoost_grid_1_AutoML_20190415_192126_model_4267867054062325301.636664e+08267867054062325309.896766e+070.336037
6GBM_4_AutoML_20190415_192126270623941463742241.645065e+08270623941463742249.787243e+070.331311
7XGBoost_grid_1_AutoML_20190415_192126_model_2275022913506960101.658381e+08275022913506960101.010520e+080.340350
8GBM_3_AutoML_20190415_192126275870650861661101.660935e+08275870650861661109.919472e+070.335290
9DRF_1_AutoML_20190415_192126277762730911407361.666622e+08277762730911407369.836043e+070.335013
10GBM_2_AutoML_20190415_192126278344564393548921.668366e+08278344564393548921.005662e+080.336361
11XGBoost_grid_1_AutoML_20190415_192126_model_6282222847471241401.679949e+08282222847471241409.727968e+070.328433
12XGBoost_grid_1_AutoML_20190415_192126_model_1282244228217545761.680013e+08282244228217545761.031329e+080.344605
13XGBoost_3_AutoML_20190415_192126284724801887883721.687379e+08284724801887883721.029203e+080.345239
14GBM_grid_1_AutoML_20190415_192126_model_3287043043537774441.694234e+08287043043537774441.007916e+080.360656
15GBM_grid_1_AutoML_20190415_192126_model_4288353723007461881.698098e+08288353723007461881.051512e+080.352389
16GBM_grid_1_AutoML_20190415_192126_model_6312355087152527561.767357e+08312355087152527561.091218e+08NaN
17GBM_grid_1_AutoML_20190415_192126_model_5324868318111711001.802410e+08324868318111711001.118427e+080.412798
18GBM_grid_1_AutoML_20190415_192126_model_2329008997227415241.813861e+08329008997227415241.130909e+08NaN
19GBM_5_AutoML_20190415_192126345244940245449441.858077e+08345244940245449441.111863e+080.361113
20GBM_grid_1_AutoML_20190415_192126_model_1356745347790500441.888770e+08356745347790500441.139623e+080.371114
21DeepLearning_grid_1_AutoML_20190415_192126_mod...366065589162326101.913284e+08366065589162326101.189734e+080.391810
22DeepLearning_1_AutoML_20190415_192126372074603130617801.928924e+08372074603130617801.219173e+08NaN
23DeepLearning_grid_1_AutoML_20190415_192126_mod...415161975115409302.037552e+08415161975115409301.238504e+080.410692
24DeepLearning_grid_1_AutoML_20190415_192126_mod...423676755611195102.058341e+08423676755611195101.291344e+08NaN
25DeepLearning_grid_1_AutoML_20190415_192126_mod...477752009738511202.185754e+08477752009738511201.356357e+08NaN
26GBM_grid_1_AutoML_20190415_192126_model_7556403367259199202.358820e+08556403367259199201.520138e+080.557983
27GBM_grid_1_AutoML_20190415_192126_model_9726858847871573802.696032e+08726858847871573801.574291e+08NaN
28GBM_grid_1_AutoML_20190415_192126_model_8876670411627939702.960862e+08876670411627939702.007414e+080.708954
29XGBoost_grid_1_AutoML_20190415_192126_model_3879367194246767502.965413e+08879367194246767501.725897e+088.593036
30StackedEnsemble_AllModels_AutoML_20190415_1921261004862617575346903.169957e+081004862617575346902.171826e+080.755885
31GLM_grid_1_AutoML_20190415_192126_model_11004894336372890903.170007e+081004894336372890902.171959e+080.755908
32StackedEnsemble_BestOfFamily_AutoML_20190415_1...1004958586117381603.170108e+081004958586117381602.171942e+080.755919
33XGBoost_grid_1_AutoML_20190415_192126_model_71786188325602907004.226332e+081786188325602907003.153531e+084.005973
\n", - "
" - ], - "text/plain": [ - " model_id mean_residual_deviance \\\n", - "0 GBM_1_AutoML_20190415_192126 25308559289889640 \n", - "1 XGBoost_1_AutoML_20190415_192126 25792706929455124 \n", - "2 XGBoost_grid_1_AutoML_20190415_192126_model_5 26095516169994532 \n", - "3 XGBoost_2_AutoML_20190415_192126 26410633391141760 \n", - "4 XRT_1_AutoML_20190415_192126 26785737850991984 \n", - "5 XGBoost_grid_1_AutoML_20190415_192126_model_4 26786705406232530 \n", - "6 GBM_4_AutoML_20190415_192126 27062394146374224 \n", - "7 XGBoost_grid_1_AutoML_20190415_192126_model_2 27502291350696010 \n", - "8 GBM_3_AutoML_20190415_192126 27587065086166110 \n", - "9 DRF_1_AutoML_20190415_192126 27776273091140736 \n", - "10 GBM_2_AutoML_20190415_192126 27834456439354892 \n", - "11 XGBoost_grid_1_AutoML_20190415_192126_model_6 28222284747124140 \n", - "12 XGBoost_grid_1_AutoML_20190415_192126_model_1 28224422821754576 \n", - "13 XGBoost_3_AutoML_20190415_192126 28472480188788372 \n", - "14 GBM_grid_1_AutoML_20190415_192126_model_3 28704304353777444 \n", - "15 GBM_grid_1_AutoML_20190415_192126_model_4 28835372300746188 \n", - "16 GBM_grid_1_AutoML_20190415_192126_model_6 31235508715252756 \n", - "17 GBM_grid_1_AutoML_20190415_192126_model_5 32486831811171100 \n", - "18 GBM_grid_1_AutoML_20190415_192126_model_2 32900899722741524 \n", - "19 GBM_5_AutoML_20190415_192126 34524494024544944 \n", - "20 GBM_grid_1_AutoML_20190415_192126_model_1 35674534779050044 \n", - "21 DeepLearning_grid_1_AutoML_20190415_192126_mod... 36606558916232610 \n", - "22 DeepLearning_1_AutoML_20190415_192126 37207460313061780 \n", - "23 DeepLearning_grid_1_AutoML_20190415_192126_mod... 41516197511540930 \n", - "24 DeepLearning_grid_1_AutoML_20190415_192126_mod... 42367675561119510 \n", - "25 DeepLearning_grid_1_AutoML_20190415_192126_mod... 47775200973851120 \n", - "26 GBM_grid_1_AutoML_20190415_192126_model_7 55640336725919920 \n", - "27 GBM_grid_1_AutoML_20190415_192126_model_9 72685884787157380 \n", - "28 GBM_grid_1_AutoML_20190415_192126_model_8 87667041162793970 \n", - "29 XGBoost_grid_1_AutoML_20190415_192126_model_3 87936719424676750 \n", - "30 StackedEnsemble_AllModels_AutoML_20190415_192126 100486261757534690 \n", - "31 GLM_grid_1_AutoML_20190415_192126_model_1 100489433637289090 \n", - "32 StackedEnsemble_BestOfFamily_AutoML_20190415_1... 100495858611738160 \n", - "33 XGBoost_grid_1_AutoML_20190415_192126_model_7 178618832560290700 \n", - "\n", - " rmse mse mae rmsle \n", - "0 1.590866e+08 25308559289889640 9.537870e+07 0.331267 \n", - "1 1.606011e+08 25792706929455124 9.468537e+07 0.325136 \n", - "2 1.615411e+08 26095516169994532 9.439783e+07 0.326511 \n", - "3 1.625135e+08 26410633391141760 9.510714e+07 0.325820 \n", - "4 1.636635e+08 26785737850991984 9.760681e+07 0.336689 \n", - "5 1.636664e+08 26786705406232530 9.896766e+07 0.336037 \n", - "6 1.645065e+08 27062394146374224 9.787243e+07 0.331311 \n", - "7 1.658381e+08 27502291350696010 1.010520e+08 0.340350 \n", - "8 1.660935e+08 27587065086166110 9.919472e+07 0.335290 \n", - "9 1.666622e+08 27776273091140736 9.836043e+07 0.335013 \n", - "10 1.668366e+08 27834456439354892 1.005662e+08 0.336361 \n", - "11 1.679949e+08 28222284747124140 9.727968e+07 0.328433 \n", - "12 1.680013e+08 28224422821754576 1.031329e+08 0.344605 \n", - "13 1.687379e+08 28472480188788372 1.029203e+08 0.345239 \n", - "14 1.694234e+08 28704304353777444 1.007916e+08 0.360656 \n", - "15 1.698098e+08 28835372300746188 1.051512e+08 0.352389 \n", - "16 1.767357e+08 31235508715252756 1.091218e+08 NaN \n", - "17 1.802410e+08 32486831811171100 1.118427e+08 0.412798 \n", - "18 1.813861e+08 32900899722741524 1.130909e+08 NaN \n", - "19 1.858077e+08 34524494024544944 1.111863e+08 0.361113 \n", - "20 1.888770e+08 35674534779050044 1.139623e+08 0.371114 \n", - "21 1.913284e+08 36606558916232610 1.189734e+08 0.391810 \n", - "22 1.928924e+08 37207460313061780 1.219173e+08 NaN \n", - "23 2.037552e+08 41516197511540930 1.238504e+08 0.410692 \n", - "24 2.058341e+08 42367675561119510 1.291344e+08 NaN \n", - "25 2.185754e+08 47775200973851120 1.356357e+08 NaN \n", - "26 2.358820e+08 55640336725919920 1.520138e+08 0.557983 \n", - "27 2.696032e+08 72685884787157380 1.574291e+08 NaN \n", - "28 2.960862e+08 87667041162793970 2.007414e+08 0.708954 \n", - "29 2.965413e+08 87936719424676750 1.725897e+08 8.593036 \n", - "30 3.169957e+08 100486261757534690 2.171826e+08 0.755885 \n", - "31 3.170007e+08 100489433637289090 2.171959e+08 0.755908 \n", - "32 3.170108e+08 100495858611738160 2.171942e+08 0.755919 \n", - "33 4.226332e+08 178618832560290700 3.153531e+08 4.005973 " - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "board_csv = board.as_data_frame()\n", - "board_csv" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2019-04-15\n" - ] - } - ], - "source": [ - "system_date = datetime.date.today()\n", - "print (system_date)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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model_idmean_residual_deviancermsemsemaermslesystem_dateruntime
0GBM_1_AutoML_20190415_192126253085592898896401.590866e+08253085592898896409.537870e+070.3312672019-04-15300
1XGBoost_1_AutoML_20190415_192126257927069294551241.606011e+08257927069294551249.468537e+070.3251362019-04-15300
2XGBoost_grid_1_AutoML_20190415_192126_model_5260955161699945321.615411e+08260955161699945329.439783e+070.3265112019-04-15300
3XGBoost_2_AutoML_20190415_192126264106333911417601.625135e+08264106333911417609.510714e+070.3258202019-04-15300
4XRT_1_AutoML_20190415_192126267857378509919841.636635e+08267857378509919849.760681e+070.3366892019-04-15300
5XGBoost_grid_1_AutoML_20190415_192126_model_4267867054062325301.636664e+08267867054062325309.896766e+070.3360372019-04-15300
6GBM_4_AutoML_20190415_192126270623941463742241.645065e+08270623941463742249.787243e+070.3313112019-04-15300
7XGBoost_grid_1_AutoML_20190415_192126_model_2275022913506960101.658381e+08275022913506960101.010520e+080.3403502019-04-15300
8GBM_3_AutoML_20190415_192126275870650861661101.660935e+08275870650861661109.919472e+070.3352902019-04-15300
9DRF_1_AutoML_20190415_192126277762730911407361.666622e+08277762730911407369.836043e+070.3350132019-04-15300
10GBM_2_AutoML_20190415_192126278344564393548921.668366e+08278344564393548921.005662e+080.3363612019-04-15300
11XGBoost_grid_1_AutoML_20190415_192126_model_6282222847471241401.679949e+08282222847471241409.727968e+070.3284332019-04-15300
12XGBoost_grid_1_AutoML_20190415_192126_model_1282244228217545761.680013e+08282244228217545761.031329e+080.3446052019-04-15300
13XGBoost_3_AutoML_20190415_192126284724801887883721.687379e+08284724801887883721.029203e+080.3452392019-04-15300
14GBM_grid_1_AutoML_20190415_192126_model_3287043043537774441.694234e+08287043043537774441.007916e+080.3606562019-04-15300
15GBM_grid_1_AutoML_20190415_192126_model_4288353723007461881.698098e+08288353723007461881.051512e+080.3523892019-04-15300
16GBM_grid_1_AutoML_20190415_192126_model_6312355087152527561.767357e+08312355087152527561.091218e+08NaN2019-04-15300
17GBM_grid_1_AutoML_20190415_192126_model_5324868318111711001.802410e+08324868318111711001.118427e+080.4127982019-04-15300
18GBM_grid_1_AutoML_20190415_192126_model_2329008997227415241.813861e+08329008997227415241.130909e+08NaN2019-04-15300
19GBM_5_AutoML_20190415_192126345244940245449441.858077e+08345244940245449441.111863e+080.3611132019-04-15300
20GBM_grid_1_AutoML_20190415_192126_model_1356745347790500441.888770e+08356745347790500441.139623e+080.3711142019-04-15300
21DeepLearning_grid_1_AutoML_20190415_192126_mod...366065589162326101.913284e+08366065589162326101.189734e+080.3918102019-04-15300
22DeepLearning_1_AutoML_20190415_192126372074603130617801.928924e+08372074603130617801.219173e+08NaN2019-04-15300
23DeepLearning_grid_1_AutoML_20190415_192126_mod...415161975115409302.037552e+08415161975115409301.238504e+080.4106922019-04-15300
24DeepLearning_grid_1_AutoML_20190415_192126_mod...423676755611195102.058341e+08423676755611195101.291344e+08NaN2019-04-15300
25DeepLearning_grid_1_AutoML_20190415_192126_mod...477752009738511202.185754e+08477752009738511201.356357e+08NaN2019-04-15300
26GBM_grid_1_AutoML_20190415_192126_model_7556403367259199202.358820e+08556403367259199201.520138e+080.5579832019-04-15300
27GBM_grid_1_AutoML_20190415_192126_model_9726858847871573802.696032e+08726858847871573801.574291e+08NaN2019-04-15300
28GBM_grid_1_AutoML_20190415_192126_model_8876670411627939702.960862e+08876670411627939702.007414e+080.7089542019-04-15300
29XGBoost_grid_1_AutoML_20190415_192126_model_3879367194246767502.965413e+08879367194246767501.725897e+088.5930362019-04-15300
30StackedEnsemble_AllModels_AutoML_20190415_1921261004862617575346903.169957e+081004862617575346902.171826e+080.7558852019-04-15300
31GLM_grid_1_AutoML_20190415_192126_model_11004894336372890903.170007e+081004894336372890902.171959e+080.7559082019-04-15300
32StackedEnsemble_BestOfFamily_AutoML_20190415_1...1004958586117381603.170108e+081004958586117381602.171942e+080.7559192019-04-15300
33XGBoost_grid_1_AutoML_20190415_192126_model_71786188325602907004.226332e+081786188325602907003.153531e+084.0059732019-04-15300
\n", - "
" - ], - "text/plain": [ - " model_id mean_residual_deviance \\\n", - "0 GBM_1_AutoML_20190415_192126 25308559289889640 \n", - "1 XGBoost_1_AutoML_20190415_192126 25792706929455124 \n", - "2 XGBoost_grid_1_AutoML_20190415_192126_model_5 26095516169994532 \n", - "3 XGBoost_2_AutoML_20190415_192126 26410633391141760 \n", - "4 XRT_1_AutoML_20190415_192126 26785737850991984 \n", - "5 XGBoost_grid_1_AutoML_20190415_192126_model_4 26786705406232530 \n", - "6 GBM_4_AutoML_20190415_192126 27062394146374224 \n", - "7 XGBoost_grid_1_AutoML_20190415_192126_model_2 27502291350696010 \n", - "8 GBM_3_AutoML_20190415_192126 27587065086166110 \n", - "9 DRF_1_AutoML_20190415_192126 27776273091140736 \n", - "10 GBM_2_AutoML_20190415_192126 27834456439354892 \n", - "11 XGBoost_grid_1_AutoML_20190415_192126_model_6 28222284747124140 \n", - "12 XGBoost_grid_1_AutoML_20190415_192126_model_1 28224422821754576 \n", - "13 XGBoost_3_AutoML_20190415_192126 28472480188788372 \n", - "14 GBM_grid_1_AutoML_20190415_192126_model_3 28704304353777444 \n", - "15 GBM_grid_1_AutoML_20190415_192126_model_4 28835372300746188 \n", - "16 GBM_grid_1_AutoML_20190415_192126_model_6 31235508715252756 \n", - "17 GBM_grid_1_AutoML_20190415_192126_model_5 32486831811171100 \n", - "18 GBM_grid_1_AutoML_20190415_192126_model_2 32900899722741524 \n", - "19 GBM_5_AutoML_20190415_192126 34524494024544944 \n", - "20 GBM_grid_1_AutoML_20190415_192126_model_1 35674534779050044 \n", - "21 DeepLearning_grid_1_AutoML_20190415_192126_mod... 36606558916232610 \n", - "22 DeepLearning_1_AutoML_20190415_192126 37207460313061780 \n", - "23 DeepLearning_grid_1_AutoML_20190415_192126_mod... 41516197511540930 \n", - "24 DeepLearning_grid_1_AutoML_20190415_192126_mod... 42367675561119510 \n", - "25 DeepLearning_grid_1_AutoML_20190415_192126_mod... 47775200973851120 \n", - "26 GBM_grid_1_AutoML_20190415_192126_model_7 55640336725919920 \n", - "27 GBM_grid_1_AutoML_20190415_192126_model_9 72685884787157380 \n", - "28 GBM_grid_1_AutoML_20190415_192126_model_8 87667041162793970 \n", - "29 XGBoost_grid_1_AutoML_20190415_192126_model_3 87936719424676750 \n", - "30 StackedEnsemble_AllModels_AutoML_20190415_192126 100486261757534690 \n", - "31 GLM_grid_1_AutoML_20190415_192126_model_1 100489433637289090 \n", - "32 StackedEnsemble_BestOfFamily_AutoML_20190415_1... 100495858611738160 \n", - "33 XGBoost_grid_1_AutoML_20190415_192126_model_7 178618832560290700 \n", - "\n", - " rmse mse mae rmsle system_date \\\n", - "0 1.590866e+08 25308559289889640 9.537870e+07 0.331267 2019-04-15 \n", - "1 1.606011e+08 25792706929455124 9.468537e+07 0.325136 2019-04-15 \n", - "2 1.615411e+08 26095516169994532 9.439783e+07 0.326511 2019-04-15 \n", - "3 1.625135e+08 26410633391141760 9.510714e+07 0.325820 2019-04-15 \n", - "4 1.636635e+08 26785737850991984 9.760681e+07 0.336689 2019-04-15 \n", - "5 1.636664e+08 26786705406232530 9.896766e+07 0.336037 2019-04-15 \n", - "6 1.645065e+08 27062394146374224 9.787243e+07 0.331311 2019-04-15 \n", - "7 1.658381e+08 27502291350696010 1.010520e+08 0.340350 2019-04-15 \n", - "8 1.660935e+08 27587065086166110 9.919472e+07 0.335290 2019-04-15 \n", - "9 1.666622e+08 27776273091140736 9.836043e+07 0.335013 2019-04-15 \n", - "10 1.668366e+08 27834456439354892 1.005662e+08 0.336361 2019-04-15 \n", - "11 1.679949e+08 28222284747124140 9.727968e+07 0.328433 2019-04-15 \n", - "12 1.680013e+08 28224422821754576 1.031329e+08 0.344605 2019-04-15 \n", - "13 1.687379e+08 28472480188788372 1.029203e+08 0.345239 2019-04-15 \n", - "14 1.694234e+08 28704304353777444 1.007916e+08 0.360656 2019-04-15 \n", - "15 1.698098e+08 28835372300746188 1.051512e+08 0.352389 2019-04-15 \n", - "16 1.767357e+08 31235508715252756 1.091218e+08 NaN 2019-04-15 \n", - "17 1.802410e+08 32486831811171100 1.118427e+08 0.412798 2019-04-15 \n", - "18 1.813861e+08 32900899722741524 1.130909e+08 NaN 2019-04-15 \n", - "19 1.858077e+08 34524494024544944 1.111863e+08 0.361113 2019-04-15 \n", - "20 1.888770e+08 35674534779050044 1.139623e+08 0.371114 2019-04-15 \n", - "21 1.913284e+08 36606558916232610 1.189734e+08 0.391810 2019-04-15 \n", - "22 1.928924e+08 37207460313061780 1.219173e+08 NaN 2019-04-15 \n", - "23 2.037552e+08 41516197511540930 1.238504e+08 0.410692 2019-04-15 \n", - "24 2.058341e+08 42367675561119510 1.291344e+08 NaN 2019-04-15 \n", - "25 2.185754e+08 47775200973851120 1.356357e+08 NaN 2019-04-15 \n", - "26 2.358820e+08 55640336725919920 1.520138e+08 0.557983 2019-04-15 \n", - "27 2.696032e+08 72685884787157380 1.574291e+08 NaN 2019-04-15 \n", - "28 2.960862e+08 87667041162793970 2.007414e+08 0.708954 2019-04-15 \n", - "29 2.965413e+08 87936719424676750 1.725897e+08 8.593036 2019-04-15 \n", - "30 3.169957e+08 100486261757534690 2.171826e+08 0.755885 2019-04-15 \n", - "31 3.170007e+08 100489433637289090 2.171959e+08 0.755908 2019-04-15 \n", - "32 3.170108e+08 100495858611738160 2.171942e+08 0.755919 2019-04-15 \n", - "33 4.226332e+08 178618832560290700 3.153531e+08 4.005973 2019-04-15 \n", - "\n", - " runtime \n", - "0 300 \n", - "1 300 \n", - "2 300 \n", - "3 300 \n", - "4 300 \n", - "5 300 \n", - "6 300 \n", - 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"Model Key: XGBoost_grid_1_AutoML_20190415_192126_model_5\n", - "\n", - "\n", - "ModelMetricsRegression: xgboost\n", - "** Reported on train data. **\n", - "\n", - "MSE: 4081997771173957.5\n", - "RMSE: 63890513.937312774\n", - "MAE: 42931685.867413215\n", - "RMSLE: 0.17120698343478208\n", - "Mean Residual Deviance: 4081997771173957.5\n", - "\n", - "ModelMetricsRegression: xgboost\n", - "** Reported on cross-validation data. **\n", - "\n", - "MSE: 2.6095516169994532e+16\n", - "RMSE: 161541066.5124956\n", - "MAE: 94397834.49227324\n", - "RMSLE: 0.3265109681457912\n", - "Mean Residual Deviance: 2.6095516169994532e+16\n", - "Cross-Validation Metrics Summary: \n" - ] - }, - { - "data": { - "text/html": [ - "
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meansdcv_1_validcv_2_validcv_3_validcv_4_validcv_5_valid
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rmsle0.32642000.00544810.33780620.31825840.33042320.3174020.3282105
" - ], - "text/plain": [ - " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", - "---------------------- ----------- ----------- ------------ ------------ ------------ ------------ ------------\n", - "mae 9.43978e+07 3.15039e+06 9.89045e+07 8.89323e+07 9.85939e+07 8.91584e+07 9.64e+07\n", - "mean_residual_deviance 2.60955e+16 4.16198e+15 2.61458e+16 1.98769e+16 3.37149e+16 1.92283e+16 3.15116e+16\n", - "mse 2.60955e+16 4.16198e+15 2.61458e+16 1.98769e+16 3.37149e+16 1.92283e+16 3.15116e+16\n", - "r2 0.742542 0.0202928 0.762838 0.750427 0.710988 0.780577 0.707879\n", - "residual_deviance 2.60955e+16 4.16198e+15 2.61458e+16 1.98769e+16 3.37149e+16 1.92283e+16 3.15116e+16\n", - "rmse 1.60496e+08 1.29724e+07 1.61697e+08 1.40986e+08 1.83616e+08 1.38666e+08 1.77515e+08\n", - "rmsle 0.32642 0.00544805 0.337806 0.318258 0.330423 0.317402 0.32821" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Scoring History: \n" - ] - }, - { - "data": { - "text/html": [ - "
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timestampdurationnumber_of_treestraining_rmsetraining_maetraining_deviance
2019-04-15 19:24:17 1 min 5.767 sec0.0516114768.6270046407325224.7237402266374454394906464.0000000
2019-04-15 19:24:17 1 min 5.834 sec5.0407516264.3605769315187974.4100784166069505718399616.0000000
2019-04-15 19:24:17 1 min 5.902 sec10.0324418668.7303272243908948.4797312105247472620757776.0000000
2019-04-15 19:24:17 1 min 5.980 sec15.0261139448.8606504189291154.289361768193811751244272.0000000
2019-04-15 19:24:17 1 min 6.079 sec20.0212764460.2953650148474267.372004545268715564777968.0000000
2019-04-15 19:24:17 1 min 6.205 sec25.0176304302.6804448118575152.251735731083207143637908.0000000
2019-04-15 19:24:17 1 min 6.328 sec30.0148799721.792143297094539.854423322141357205419216.0000000
2019-04-15 19:24:17 1 min 6.453 sec35.0127926786.064560582036013.909966416365262592807832.0000000
2019-04-15 19:24:18 1 min 6.599 sec40.0112614031.233009871459099.243449012681920030549316.0000000
2019-04-15 19:24:18 1 min 6.747 sec45.0100807123.183396364002563.700783910162076084512438.0000000
2019-04-15 19:24:18 1 min 6.944 sec50.092177625.109119758655636.50571118496714570757422.0000000
2019-04-15 19:24:18 1 min 7.187 sec55.085839195.280944855092429.57222847368367446480172.0000000
2019-04-15 19:24:18 1 min 7.370 sec60.080652294.981385052070324.41298996504792685764336.0000000
2019-04-15 19:24:19 1 min 7.564 sec65.076732088.657661749897407.35946255887813429767259.0000000
2019-04-15 19:24:19 1 min 7.783 sec70.073048531.911325947972625.22463615336088014399999.0000000
2019-04-15 19:24:19 1 min 7.986 sec75.070223062.611701946402340.01254204931278522567006.0000000
2019-04-15 19:24:19 1 min 8.196 sec80.068094453.575327645309539.68868984636854607722452.0000000
2019-04-15 19:24:19 1 min 8.412 sec85.066133815.009633544233547.40649504373681487728424.5000000
2019-04-15 19:24:20 1 min 8.638 sec90.064489858.974114043273284.28353864158941910501107.0000000
2019-04-15 19:24:20 1 min 8.852 sec92.063890513.937312842931685.86741324081997771173957.5000000
" - ], - "text/plain": [ - " timestamp duration number_of_trees training_rmse training_mae training_deviance\n", - "-- ------------------- ---------------- ----------------- --------------- -------------- -------------------\n", - " 2019-04-15 19:24:17 1 min 5.767 sec 0 5.16115e+08 4.07325e+08 2.66374e+17\n", - " 2019-04-15 19:24:17 1 min 5.834 sec 5 4.07516e+08 3.15188e+08 1.6607e+17\n", - " 2019-04-15 19:24:17 1 min 5.902 sec 10 3.24419e+08 2.43909e+08 1.05247e+17\n", - " 2019-04-15 19:24:17 1 min 5.980 sec 15 2.61139e+08 1.89291e+08 6.81938e+16\n", - " 2019-04-15 19:24:17 1 min 6.079 sec 20 2.12764e+08 1.48474e+08 4.52687e+16\n", - " 2019-04-15 19:24:17 1 min 6.205 sec 25 1.76304e+08 1.18575e+08 3.10832e+16\n", - " 2019-04-15 19:24:17 1 min 6.328 sec 30 1.488e+08 9.70945e+07 2.21414e+16\n", - " 2019-04-15 19:24:17 1 min 6.453 sec 35 1.27927e+08 8.2036e+07 1.63653e+16\n", - " 2019-04-15 19:24:18 1 min 6.599 sec 40 1.12614e+08 7.14591e+07 1.26819e+16\n", - " 2019-04-15 19:24:18 1 min 6.747 sec 45 1.00807e+08 6.40026e+07 1.01621e+16\n", - " 2019-04-15 19:24:18 1 min 6.944 sec 50 9.21776e+07 5.86556e+07 8.49671e+15\n", - " 2019-04-15 19:24:18 1 min 7.187 sec 55 8.58392e+07 5.50924e+07 7.36837e+15\n", - " 2019-04-15 19:24:18 1 min 7.370 sec 60 8.06523e+07 5.20703e+07 6.50479e+15\n", - " 2019-04-15 19:24:19 1 min 7.564 sec 65 7.67321e+07 4.98974e+07 5.88781e+15\n", - " 2019-04-15 19:24:19 1 min 7.783 sec 70 7.30485e+07 4.79726e+07 5.33609e+15\n", - " 2019-04-15 19:24:19 1 min 7.986 sec 75 7.02231e+07 4.64023e+07 4.93128e+15\n", - " 2019-04-15 19:24:19 1 min 8.196 sec 80 6.80945e+07 4.53095e+07 4.63685e+15\n", - " 2019-04-15 19:24:19 1 min 8.412 sec 85 6.61338e+07 4.42335e+07 4.37368e+15\n", - " 2019-04-15 19:24:20 1 min 8.638 sec 90 6.44899e+07 4.32733e+07 4.15894e+15\n", - " 2019-04-15 19:24:20 1 min 8.852 sec 92 6.38905e+07 4.29317e+07 4.082e+15" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Variable Importances: \n" - ] - }, - { - "data": { - "text/html": [ - "
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variablerelative_importancescaled_importancepercentage
supply_area951330252186581991424.00000001.00.2155488
exclusive_use_area867554643761956913152.00000000.91193850.1965672
city786726641293445824512.00000000.82697530.1782535
total_parking_capacity_in_site305895006818258649088.00000000.32154450.0693085
apartment_building_count_in_sites234611064346005995520.00000000.24661370.0531573
total_household_count_in_sites233429942567169949696.00000000.24537210.0528897
room_count179693290880547946496.00000000.18888630.0407142
floor178548936770544730112.00000000.18768340.0404549
total_household_count_of_area_type159622858403682975744.00000000.16778910.0361667
heat_type_district158832318339405053952.00000000.16695810.0359876
heat_fuel_cogeneration86318532529066344448.00000000.09073460.0195577
bathroom_count85632507642078298112.00000000.09001340.0194023
heat_fuel_gas66902678906635026432.00000000.07032540.0151586
heat_type_individual50040819271713423360.00000000.05260090.0113381
front_door_structure_stairway21125825101064830976.00000000.02220660.0047866
front_door_structure_corridor21082645080418811904.00000000.02216120.0047768
heat_type_central13515415731436519424.00000000.01420690.0030623
front_door_structure_mixed12663195263863619584.00000000.01331100.0028692
" - ], - "text/plain": [ - "variable relative_importance scaled_importance percentage\n", - "---------------------------------- --------------------- ------------------- ------------\n", - "supply_area 9.5133e+20 1 0.215549\n", - "exclusive_use_area 8.67555e+20 0.911938 0.196567\n", - "city 7.86727e+20 0.826975 0.178254\n", - "total_parking_capacity_in_site 3.05895e+20 0.321544 0.0693085\n", - "apartment_building_count_in_sites 2.34611e+20 0.246614 0.0531573\n", - "total_household_count_in_sites 2.3343e+20 0.245372 0.0528897\n", - "room_count 1.79693e+20 0.188886 0.0407142\n", - "floor 1.78549e+20 0.187683 0.0404549\n", - "total_household_count_of_area_type 1.59623e+20 0.167789 0.0361667\n", - "heat_type_district 1.58832e+20 0.166958 0.0359876\n", - "heat_fuel_cogeneration 8.63185e+19 0.0907346 0.0195577\n", - "bathroom_count 8.56325e+19 0.0900134 0.0194023\n", - "heat_fuel_gas 6.69027e+19 0.0703254 0.0151586\n", - "heat_type_individual 5.00408e+19 0.0526009 0.0113381\n", - "front_door_structure_stairway 2.11258e+19 0.0222066 0.00478661\n", - "front_door_structure_corridor 2.10826e+19 0.0221612 0.00477683\n", - "heat_type_central 1.35154e+19 0.0142069 0.00306227\n", - "front_door_structure_mixed 1.26632e+19 0.013311 0.00286918" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "best_model = h2o.get_model(aml.leaderboard[2,'model_id'])\n", - "best_model" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'model_id': {'default': None,\n", - " 'actual': {'__meta': {'schema_version': 3,\n", - " 'schema_name': 'ModelKeyV3',\n", - " 'schema_type': 'Key'},\n", - " 'name': 'XGBoost_grid_1_AutoML_20190415_192126_model_5',\n", - " 'type': 'Key',\n", - " 'URL': '/3/Models/XGBoost_grid_1_AutoML_20190415_192126_model_5'}},\n", - " 'training_frame': {'default': None,\n", - " 'actual': {'__meta': {'schema_version': 3,\n", - " 'schema_name': 'FrameKeyV3',\n", - " 'schema_type': 'Key'},\n", - " 'name': 'automl_training_trainPriceCleaned.hex',\n", - " 'type': 'Key',\n", - " 'URL': '/3/Frames/automl_training_trainPriceCleaned.hex'}},\n", - " 'validation_frame': {'default': None, 'actual': None},\n", - " 'nfolds': {'default': 0, 'actual': 5},\n", - " 'keep_cross_validation_models': {'default': True, 'actual': False},\n", - " 'keep_cross_validation_predictions': {'default': False, 'actual': True},\n", - " 'keep_cross_validation_fold_assignment': {'default': False, 'actual': False},\n", - " 'score_each_iteration': {'default': False, 'actual': False},\n", - " 'fold_assignment': {'default': 'AUTO', 'actual': 'Modulo'},\n", - " 'fold_column': {'default': None, 'actual': None},\n", - " 'response_column': {'default': None,\n", - " 'actual': {'__meta': {'schema_version': 3,\n", - " 'schema_name': 'ColSpecifierV3',\n", - " 'schema_type': 'VecSpecifier'},\n", - " 'column_name': 'transaction_real_price',\n", - " 'is_member_of_frames': None}},\n", - " 'ignored_columns': {'default': None, 'actual': []},\n", - " 'ignore_const_cols': {'default': True, 'actual': True},\n", - " 'offset_column': {'default': None, 'actual': None},\n", - " 'weights_column': {'default': None, 'actual': None},\n", - " 'stopping_rounds': {'default': 0, 'actual': 0},\n", - " 'stopping_metric': {'default': 'AUTO', 'actual': 'deviance'},\n", - " 'stopping_tolerance': {'default': 0.001, 'actual': 0.014965432360392486},\n", - " 'max_runtime_secs': {'default': 0.0, 'actual': 0.0},\n", - " 'seed': {'default': -1, 'actual': 8606093949258519742},\n", - " 'distribution': {'default': 'AUTO', 'actual': 'AUTO'},\n", - " 'tweedie_power': {'default': 1.5, 'actual': 1.5},\n", - " 'categorical_encoding': {'default': 'AUTO', 'actual': 'AUTO'},\n", - " 'quiet_mode': {'default': True, 'actual': True},\n", - " 'export_checkpoints_dir': {'default': None, 'actual': None},\n", - " 'ntrees': {'default': 50, 'actual': 92},\n", - " 'max_depth': {'default': 6, 'actual': 10},\n", - " 'min_rows': {'default': 1.0, 'actual': 3.0},\n", - " 'min_child_weight': {'default': 1.0, 'actual': 1.0},\n", - " 'learn_rate': {'default': 0.3, 'actual': 0.05},\n", - " 'eta': {'default': 0.3, 'actual': 0.3},\n", - " 'sample_rate': {'default': 1.0, 'actual': 1.0},\n", - " 'subsample': {'default': 1.0, 'actual': 1.0},\n", - " 'col_sample_rate': {'default': 1.0, 'actual': 0.8},\n", - " 'colsample_bylevel': {'default': 1.0, 'actual': 1.0},\n", - " 'col_sample_rate_per_tree': {'default': 1.0, 'actual': 0.8},\n", - " 'colsample_bytree': {'default': 1.0, 'actual': 1.0},\n", - " 'max_abs_leafnode_pred': {'default': 0.0, 'actual': 0.0},\n", - " 'max_delta_step': {'default': 0.0, 'actual': 0.0},\n", - " 'monotone_constraints': {'default': None, 'actual': None},\n", - " 'score_tree_interval': {'default': 0, 'actual': 5},\n", - " 'min_split_improvement': {'default': 0.0, 'actual': 0.0},\n", - " 'gamma': {'default': 0.0, 'actual': 0.0},\n", - " 'nthread': {'default': -1, 'actual': -1},\n", - " 'max_bins': {'default': 256, 'actual': 256},\n", - " 'max_leaves': {'default': 0, 'actual': 0},\n", - " 'min_sum_hessian_in_leaf': {'default': 100.0, 'actual': 100.0},\n", - " 'min_data_in_leaf': {'default': 0.0, 'actual': 0.0},\n", - " 'sample_type': {'default': 'uniform', 'actual': 'uniform'},\n", - " 'normalize_type': {'default': 'tree', 'actual': 'tree'},\n", - " 'rate_drop': {'default': 0.0, 'actual': 0.0},\n", - " 'one_drop': {'default': False, 'actual': False},\n", - " 'skip_drop': {'default': 0.0, 'actual': 0.0},\n", - " 'tree_method': {'default': 'auto', 'actual': 'auto'},\n", - " 'grow_policy': {'default': 'depthwise', 'actual': 'depthwise'},\n", - " 'booster': {'default': 'gbtree', 'actual': 'gbtree'},\n", - " 'reg_lambda': {'default': 1.0, 'actual': 0.001},\n", - " 'reg_alpha': {'default': 0.0, 'actual': 0.01},\n", - " 'dmatrix_type': {'default': 'auto', 'actual': 'auto'},\n", - " 'backend': {'default': 'auto', 'actual': 'auto'},\n", - " 'gpu_id': {'default': 0, 'actual': 0}}" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "params = best_model.params\n", - "params" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "model_id = params['model_id']['actual']['name']\n", - "stopping_tolerance = params['stopping_tolerance']['actual']\n", - "ntrees = params['ntrees']['actual']\n", - "max_depth = params['max_depth']['actual']\n", - "learn_rate = params['learn_rate']['actual']\n", - "sample_rate = params['sample_rate']['actual']\n", - "col_sample_rate = params['col_sample_rate']['actual']" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'model_id': 'XGBoost_grid_1_AutoML_20190415_192126_model_5',\n", - " 'stopping_tolerance': 0.014965432360392486,\n", - " 'ntrees': 92,\n", - " 'max_depth': 10,\n", - " 'learn_rate': 0.05,\n", - " 'sample_rate': 1.0,\n", - " 'col_sample_rate': 0.8}" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "params_json = {\n", - " 'model_id': model_id,\n", - " 'stopping_tolerance' : stopping_tolerance,\n", - " 'ntrees' : ntrees,\n", - " 'max_depth' : max_depth,\n", - " 'learn_rate' : learn_rate,\n", - " 'sample_rate' : sample_rate,\n", - " 'col_sample_rate' : col_sample_rate \n", - "}\n", - "\n", - "params_json" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "with open('daddddta.json', 'w') as f:\n", - " json.dump(params_json, f)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "model_list = get_modelList(board_csv) \n", - "a = []\n", - "for i in model_list: \n", - " print (i)\n", - " model = h2o.get_model(i)\n", - " \n", - " \n", - " varimp = model.varimp()\n", - " vamp_csv = pd.DataFrame(varimp, \n", - " columns = ['variable', \n", - " 'relative_importance', \n", - " 'scaled_importance',\n", - " 'percentage']) \n", - " vamp_csv['model_id'] = i\n", - "print ('done')\n", - "print (len(model_list))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def get_all_varimp()\n", - "model_list = get_modelList(board_csv) \n", - "\n", - "tup=[]\n", - "gg = 1\n", - "for mid in model_list: \n", - " \n", - " model = h2o.get_model(mid)\n", - " varimp = model.varimp() \n", - " \n", - " print(\"tryyyyyyyyyyyyyyyy \", gg)\n", - " gg+= 1\n", - " try:\n", - " for var_item in varimp:\n", - " vv = []\n", - " vv.append(mid) \n", - " ass = []\n", - " \n", - " for tit in var_item: \n", - " ass.append(tit) \n", - " cound += 1\n", - " item = vv + ass\n", - " tup.append(item) \n", - " print('done')\n", - " except: \n", - " print(mid) \n", - " print('pass') \n", - " pass\n", - " continue\n", - "\n", - "new_varimp = pd.DataFrame(tup, columns = ['model_id',\n", - " 'variable', \n", - " 'relative_importance', \n", - " 'scaled_importance',\n", - " 'percentage' \n", - " ]) \n", - " \n", - "new_varimp\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}