Fair Classifiers that Abstain without Harm.
Tongxin YinJean-François TonRuocheng GuoYuanshun YaoMingyan LiuYang LiuPublished in: CoRR (2023)
Keyphrases
- decision trees
- support vector
- training data
- classification systems
- supervised classification
- training set
- majority voting
- ensemble learning
- small sample
- feature set
- individual classifiers
- feature selection
- training examples
- decision boundary
- svm classifier
- classification method
- multi unit combinatorial auctions
- decision tree classifiers
- classifier systems
- optimum path forest
- weak classifiers
- classification decisions
- data sets
- linear classifiers
- classification rate
- test set
- machine learning algorithms
- naive bayes
- supervised learning
- evolutionary algorithm
- artificial neural networks
- machine learning
- data mining
- neural network