Maximally Invariant Data Perturbation as Explanation

Satoshi Hara, Kouichi Ikeno, Tasuku Soma +1

While several feature scoring methods are proposed to explain the output of complex machine learning models, most of them lack formal mathematical definitions. In this study, we pr…