WOODELF-HD: Efficient Background SHAP for High-Depth Decision Trees
arXiv:2604.10569v1 Announce Type: new
Abstract: Decision-tree ensembles are a cornerstone of predictive modeling, and SHAP is a standard framework for interpreting their predictions. Among its variants, Background SHAP offers high accuracy by modeling…