TreeGrad-Ranker: Feature Ranking via $O(L)$-Time Gradients for Decision Trees
arXiv:2602.11623v2 Announce Type: replace
Abstract: We revisit the use of probabilistic values, which include the well-known Shapley and Banzhaf values, to rank features for explaining the local predicted values of decision trees. The quality of featu…