Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles

Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas +1

Additive feature explanations using Shapley values have become popular for providing transparency into the relative importance of each feature to an individual prediction of a mach…