Metrics for Explanations

Metrics(Generic Class)

Explainable normalised Discounted Cumulative Gain(EnDCG)

Feature Agreement(FA)

Feature Diversity(DIV)

Precision, Recall, and their harmonic mean(FPR)

Mean Explnalibility Precision(MEP)

Prediction Gap Fidelity(PGF)

Probability of necessity (PN), probability of sufficiency (PS) and their harmonic mean (FNS)

Rank Agreement(RA)