Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection.
Jonathan HillmanToby Dylan HockingPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- binary classification
- roc curve
- receiver operating characteristic
- multi class
- support vector
- learning problems
- cost sensitive
- multi class classification
- multi label
- generalization error
- support vector machine
- probability estimation
- class imbalance
- prediction accuracy
- ensemble methods
- pairwise
- receiver operator characteristic
- benchmark datasets
- reinforcement learning
- feature vectors