The Adversarial Consistency of Surrogate Risks for Binary Classification.
Natalie FrankJonathan Niles-WeedPublished in: NeurIPS (2023)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- multi label
- multi class classification
- prediction accuracy
- generalization error
- support vector machine
- class imbalance
- ensemble methods
- binary classifiers
- active learning
- semi supervised learning
- image classification
- text classification
- learning tasks
- cross validation