Mitigating Nonlinear Algorithmic Bias in Binary Classification.
Wendy HuiWai Kwong LauPublished in: CoRR (2023)
Keyphrases
- binary classification
- nonlinear kernel
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi class classification
- multi label
- generalization error
- prediction accuracy
- ensemble methods
- class imbalance
- cross validation
- image processing
- upper bound
- active learning
- class distribution
- training data
- feature extraction
- image segmentation
- decision trees