Assessing Alignment and Stability of Feature Importance Explanations via Weight of Evidence
A novel perspective is introduced by embedding FIMs within a hypothesis-testing framework based on Weight of Evidence (WoE), which quantifies how strongly the observed evidence supports any given hypothesis on feature importance.
Eddie Conti, Claudio Daka, Álvaro Parafita et al.
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