FARF: A Fair and Adaptive Random Forests Classifier.
Wenbin ZhangAlbert BifetXiangliang ZhangJeremy C. WeissWolfgang NejdlPublished in: PAKDD (2) (2021)
Keyphrases
- random forests
- decision trees
- accurate classifiers
- random forest
- decision forest
- ensemble methods
- logistic regression
- machine learning algorithms
- regression trees
- training data
- randomized trees
- decision tree ensembles
- feature set
- tree ensembles
- support vector
- base learners
- classification algorithm
- classification trees
- regression forests
- svm classifier
- training set
- feature selection
- neural network
- naive bayes
- evolutionary algorithm
- relational databases
- feature space
- learning algorithm