SHAP-XRT: The Shapley Value Meets Conditional Independence Testing

1 code implementation • 14 Jul 2022 • Jacopo Teneggi, Beepul Bharti, Yaniv Romano, Jeremias Sulam

As a result, we further our understanding of Shapley-based explanation methods from a novel perspective and characterize the conditions under which one can make statistically valid claims about feature importance via the Shapley value.

Binary Classification Decision Making +3