Assessing the Fairness of Classifiers with Collider Bias.
Zhenlong XuJixue LiuDebo ChengJiuyong LiLin LiuKe WangPublished in: CoRR (2020)
Keyphrases
- bias variance decomposition
- training data
- support vector
- decision trees
- classification algorithm
- training set
- test set
- naive bayes
- multiple classifiers
- linear classifiers
- training samples
- classifier ensemble
- neural network
- svm classifier
- machine learning algorithms
- game theory
- ensemble learning
- supervised classification
- machine learning approaches
- resource allocation
- majority voting
- classifier combination
- classification decisions
- training examples