Understanding SHAP Values in Credit Risk: Making Machine Learning Models Transparent

In modern credit risk analytics, gradient-boosted decision trees (XGBoost, LightGBM) frequently outperform traditional logistic regression in Gini and KS statistics. However, adopting these complex al