An end-to-end Machine Learning web application built with Flask and MySQL that uses an XGBoost Classifier and SMOTE class balancing to predict loan approval decisions with high accuracy (84.94%).
machine-learning mysql-database python-webapp loan-approval-prediction flask-web-app gboost-classifier smote-imbalance redictive-analysis
-
Updated
Jul 14, 2026 - Jupyter Notebook