FARF: A Fair and Adaptive Random Forests Classifier.
Wenbin ZhangAlbert BifetXiangliang ZhangJeremy C. WeissWolfgang NejdlPublished in: CoRR (2021)
Keyphrases
- random forests
- decision trees
- random forest
- accurate classifiers
- logistic regression
- decision forest
- feature set
- ensemble methods
- machine learning algorithms
- training data
- tree ensembles
- randomized trees
- feature space
- naive bayes
- regression trees
- support vector
- support vector machine
- base learners
- feature selection
- decision tree ensembles
- classification trees
- ensemble learning
- training set
- head pose estimation
- class labels
- regression forests
- learning algorithm
- svm classifier
- feature extraction