An empirical study of the effect of background data size on the stability of SHapley Additive exPlanations (SHAP) for deep learning models

Han Yuan, Mingxuan Liu, Lican Kang +2

Nowadays, the interpretation of why a machine learning (ML) model makes certain inferences is as crucial as the accuracy of such inferences. Some ML models like the decision tree p…