Abstract Artificial Intelligence (AI) as one robust technology has been used in various fields, making innovative society possible and changing our lifestyles. However, the black box problem is still big for artificial intelligence. In this study, we first compared results of kernel Shapley Additive exPlanations (SHAP) machine learning models found that single SHAP model cannot explain at human...