SHAFF: Fast and consistent SHApley eFfect estimates via random Forests.

Clément Bénard Gérard Biau Sébastien Da Veiga Erwan Scornet

Published in: CoRR (2021)

Keyphrases

random forests
random forest
decision trees
logistic regression
ensemble methods
machine learning algorithms
tree ensembles
regression trees
decision tree ensembles
evolving data streams
randomized trees
multi class
regression forests