Towards Discrimination-Free Classification via Fairness-Aware Bagging.
Panagiotis PapagiannopoulosChristos AridasYiannis KanellopoulosChristos MakrisPublished in: PCI (2021)
Keyphrases
- decision trees
- machine learning
- classification accuracy
- feature selection
- training set
- majority voting
- pattern recognition
- support vector machine
- feature extraction
- classification models
- support vector
- supervised learning
- image classification
- classification scheme
- decision tree classifiers
- classification rules
- imbalanced data
- machine learning algorithms
- supervised classification
- random forests
- ensemble methods
- machine learning methods
- classification algorithm
- class labels
- data mining
- training samples
- feature space
- feature vectors
- ensemble classification
- classification method
- training data
- individual classifiers
- meta learning
- multi class
- text classification
- automatic classification
- support vector machine svm
- pattern classification
- game theory