RoSHAP: A Distributional Framework and Robust Metric for Stable Feature Attribution

Lanxin Xiang, Liang Shi, Youhui Ye +3

Feature attribution analysis is critical for interpreting machine learning models and supporting reliable data-driven decisions. However, feature attribution measures often exhibit…