SHAFF: Fast and consistent SHApley eFfect estimates via random Forests.
Clément BénardGérard BiauSébastien Da VeigaErwan ScornetPublished in: AISTATS (2022)
Keyphrases
- random forests
- random forest
- decision trees
- machine learning algorithms
- logistic regression
- ensemble methods
- tree ensembles
- randomized trees
- decision tree ensembles
- evolving data streams
- image processing
- learning algorithm
- machine learning
- data mining
- benchmark datasets
- relational databases
- image segmentation
- regression trees
- head pose estimation
- neural network