Assessing Classifier Fairness with Collider Bias.
Zhenlong XuZiqi XuJixue LiuDebo ChengJiuyong LiLin LiuKe WangPublished in: PAKDD (2) (2022)
Keyphrases
- training data
- support vector machine
- sample selection bias
- feature space
- classifier ensemble
- classifier systems
- bias variance decomposition
- decision trees
- classification process
- nearest neighbor classifier
- learning phase
- classification rate
- feature selection
- classification method
- classifier combination
- multiple classifiers
- classification scheme
- linear classifiers
- classification algorithm
- svm classifier
- input data
- image classification
- support vector
- clustering algorithm