Apportioned margin approach for cost sensitive large margin classifiers.
Lee-Ad GottliebEran KaufmanAryeh KontorovichPublished in: Ann. Math. Artif. Intell. (2021)
Keyphrases
- large margin classifiers
- cost sensitive
- multi class
- misclassification costs
- binary classification
- active learning
- naive bayes
- class imbalance
- class distribution
- probability estimates
- support vector machine
- boosting algorithms
- support vector
- soft margin
- learning algorithm
- base classifiers
- class probabilities
- pairwise
- similarity measure