Interpretable feature subset selection: A Shapley value based approach

Sandhya Tripathi, N. Hemachandra, Prashant Trivedi

For feature selection and related problems, we introduce the notion of classification game, a cooperative game, with features as players and hinge loss based characteristic functio…