On Preferred Abductive Explanations for Decision Trees and Random Forests.
Gilles AudemardSteve BellartLouenas BouniaFrédéric KoricheJean-Marie LagniezPierre MarquisPublished in: IJCAI (2022)
Keyphrases
- random forests
- decision trees
- random forest
- machine learning algorithms
- logistic regression
- ensemble methods
- decision tree ensembles
- naive bayes
- tree ensembles
- domain theory
- regression problems
- regression trees
- classification and regression trees
- machine learning
- classification trees
- head pose estimation
- accurate classifiers
- data mining
- randomized trees
- benchmark datasets
- feature set
- neural network