Group-Aware Threshold Adaptation for Fair Classification.
Taeuk JangPengyi ShiXiaoqian WangPublished in: CoRR (2021)
Keyphrases
- machine learning
- decision trees
- classification accuracy
- classification scheme
- pattern classification
- pattern recognition
- image classification
- training set
- supervised learning
- automatic classification
- support vector
- feature selection
- benchmark datasets
- text classification
- pairwise
- classification process
- classification method
- feature extraction
- image processing
- learning vector quantization
- classification systems
- supervised classification
- classification rate
- object classification
- face recognition
- machine learning methods
- svm classifier
- similarity measure
- training samples
- training data
- feature space