Imbalanced binary classification under distribution uncertainty.
Xuan JiShige PengShuzhen YangPublished in: Inf. Sci. (2023)
Keyphrases
- binary classification
- class imbalance
- binary classification problems
- multi class
- cost sensitive
- single class
- support vector
- learning problems
- multi label
- multi class classification
- prediction accuracy
- support vector machine
- multiclass classification
- class distribution
- generalization error
- ensemble methods
- active learning
- binary classifiers
- machine learning
- high dimensionality
- test set
- concept drift
- semi supervised
- supervised learning
- neural network
- kernel methods
- kernel function