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LendingClub_LoanStatusPrediction

Predicting loan payment status for lendin club P2P credit

Data Source: https://www.kaggle.com/datasets/ethon0426/lending-club-20072020q1

Content:-

  1. Data Cleaning and EDA
  2. Feature Selection
  3. Correlation Analysis and Mututal Information Gain
  4. Modeling (XGBoost & Random Forest)
  5. Hyperparameter Tuning
  6. SHAP