The Distributional Uncertainty of the SHAP score in Explainable Machine Learning

Santiago Cifuentes, Leopoldo Bertossi, Nina Pardal +3

Attribution scores reflect how important the feature values in an input entity are for the output of a machine learning model. One of the most popular attribution scores is the SHA…