Quadrature-TreeSHAP: Depth-Independent TreeSHAP and Shapley Interactions
arXiv:2605.04497v1 Announce Type: new
Abstract: Shapley values are a standard tool for explaining predictions of tree ensembles, with Path-Dependent SHAP being the most widely used variant. Despite substantial progress, existing methods still exhibit …