Assessing Alignment and Stability of Feature Importance Explanations via Weight of Evidence

Eddie Conti, Claudio Daka, Álvaro Parafita +3

Feature importance Methods (FIMs) are widely used in Explainable AI to interpret model predictions, yet attribution scores alone often provide limited insight into the underlying r…