Post-hoc Bias Scoring Is Optimal For Fair Classification.
Wenlong ChenYegor KlochkovYang LiuPublished in: CoRR (2023)
Keyphrases
- post hoc
- classification accuracy
- pattern recognition
- classification algorithm
- decision trees
- classification process
- automatic classification
- support vector machine svm
- feature selection
- sleep stage
- preprocessing
- feature vectors
- classification systems
- benchmark datasets
- decision rules
- text classification
- data sets
- classification method
- feature subset
- training samples
- classification scheme
- dynamic programming
- cross validated
- optimal solution
- feature extraction
- binary decision tree