Understanding LIME in Credit Risk: Explaining Black-Box Machine Learning Models

As risk analytics teams deploy complex non-linear models like Gradient-Boosted Trees (XGBoost, LightGBM) to capture subtle default patterns, they encounter a critical trade-off: predictive accuracy vs