TabularClassificationGradient Boosting

Predicting Loan Payback

Binary classification: will a borrower repay their loan?

CV AUC0.9212

Predicts loan default risk from borrower and loan features. 5-fold cross-validated gradient boosting pipeline with careful feature engineering around credit history and loan terms.