Feature Necessity & Relevancy in ML Classifier Explanations

Xuanxiang Huang, Martin C. Cooper, Antonio Morgado +2

Given a machine learning (ML) model and a prediction, explanations can be defined as sets of features which are sufficient for the prediction. In some applications, and besides ask…