Local Additive Feature Attribution: A Mathematical Taxonomy and Reporting Checklist

Rebecca Afriyie Sarpong, Daniel Commey

Feature-attribution methods are central to explainable artificial intelligence. Their assumptions are expressed in several mathematical languages: cooperative-game values, path int…