CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions

Julia El Zini, Mohammad Mansour, Mariette Awad

Current interpretability methods focus on explaining a particular model's decision through present input features. Such methods do not inform the user of the sufficient conditions…