Should This Loan be Approved or Denied?

This project is designed to practice various data science concepts, including:

• Training and tuning classification models

• Performing feature engineering to improve model performance

• Explaining, interpreting, and debugging models

Model: Train and tune two types of models: GBM (H2O) and LightGBM.

Scoring: Single scoring function for either GBM or LightGBM

Interpretation: Provided a detailed write-up on what features are important for

model predictions (Shapley values)

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