Towards Fairer Classifier via True Fairness Score Path.
Bin GuZhou ZhaiXiang LiHeng HuangPublished in: CIKM (2022)
Keyphrases
- training data
- support vector machine
- feature set
- feature selection
- feature space
- classifier systems
- decision trees
- classifier combination
- training set
- scoring function
- classification process
- training process
- learning algorithm
- classification algorithm
- linear classifiers
- shortest path
- training samples
- evolutionary algorithm
- support vector
- training examples
- endpoints
- roc curve
- text categorization
- classification accuracy
- ensemble classifier
- bayesian classifier
- nearest neighbor classifier
- individual classifiers
- multiple classifier systems
- scoring methods