Inverse Classification for Comparison-based Interpretability in Machine Learning

Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala +2

In the context of post-hoc interpretability, this paper addresses the task of explaining the prediction of a classifier, considering the case where no information is available, nei…