Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention.
Anqi MaoMehryar MohriYutao ZhongPublished in: CoRR (2023)
Keyphrases
- multi class
- loss function
- boosting algorithms
- pairwise
- support vector machine
- multiple classes
- perceptron algorithm
- cost sensitive
- multi class classification
- binary classification
- multi class classifier
- multi class boosting
- nearest neighbor
- linear classifiers
- data dependent
- learning models
- kernel methods
- class probabilities
- machine learning algorithms
- multi class problems
- error correcting output codes
- learning algorithm
- machine learning