$\ddot{I}•$-Table: A Statistical Explanation for Global SHAP

Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool +1

Global SHAP explanations are typically presented as feature-importance rankings, which identify variables that matter to a black-box model but do not indicate whether their effects…