From SHAP Scores to Feature Importance Scores

Olivier Letoffe, Xuanxiang Huang, Nicholas Asher +1

A central goal of eXplainable Artificial Intelligence (XAI) is to assign relative importance to the features of a Machine Learning (ML) model given some prediction. The importance…