Scott Lundberg & Su-In Lee (2017)
arXiv.
DOI: https://doi.org/10.48550/arxiv.1705.07874
Abstract. Introduces SHAP (SHapley Additive exPlanations), a unified framework for feature attribution based on Shapley values from cooperative game theory. SHAP satisfies desirable theoretical properties including local accuracy, missingness, and consistency.
Tags: explainability shap shapley