From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm
arXiv:2511.09376v2 Announce Type: replace
Abstract: SHapley Additive exPlanations (SHAP) is a key tool for interpreting decision tree ensembles by assigning contribution values to features. It is widely used in finance, advertising, medicine, and othe…