The Adversarial Consistency of Surrogate Risks for Binary Classification.
Natalie FrankJonathan Niles-WeedPublished in: CoRR (2023)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi label
- prediction accuracy
- generalization error
- multi class classification
- binary classifiers
- ensemble methods
- class imbalance
- learning algorithm
- semi supervised learning
- class distribution
- learning tasks
- naive bayes
- neural network