An Efficient Shapley Value Computation for the Naive Bayes Classifier

Vincent Lemaire, Fabrice Clérot, Marc Boullé

Variable selection or importance measurement of input variables to a machine learning model has become the focus of much research. It is no longer enough to have a good model, one…