Fairness-Aware Classifier with Prejudice Remover Regularizer.
Toshihiro KamishimaShotaro AkahoHideki AsohJun SakumaPublished in: ECML/PKDD (2) (2012)
Keyphrases
- decision trees
- training data
- classifier systems
- classification method
- linear classifiers
- learning algorithm
- feature selection
- svm classifier
- classification scheme
- neural network
- resource allocation
- multiple classifiers
- nearest neighbor classifier
- learning classifier systems
- ensemble learning
- training samples
- semi supervised
- multi class
- support vector
- classification algorithm
- feature set
- multi task learning
- classification process
- learning phase
- regularization framework