Evaluating Explainability: A Framework for Systematic Assessment and Reporting of Explainable AI Features

Miguel A. Lago, Ghada Zamzmi, Brandon Eich +1

Explainability features are intended to provide insight into the internal mechanisms of an AI device, but there is a lack of evaluation techniques for assessing the quality of prov…