TRIP: A Nonparametric Test to Diagnose Biased Feature Importance Scores

Aaron Foote, Danny Krizanc

Along with accurate prediction, understanding the contribution of each feature to the making of the prediction, i.e., the importance of the feature, is a desirable and arguably nec…