Development and Evaluation of Cost-Sensitive Universum-SVM.
Sauptik DharVladimir CherkasskyPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- cost sensitive
- binary classification
- misclassification costs
- multi class
- cost sensitive learning
- unbalanced data
- multi class classification
- class distribution
- support vector machine
- support vector
- naive bayes
- class imbalance
- active learning
- maximum margin
- binary classifiers
- multi label
- base classifiers
- generalization error
- support vector machine svm
- decision trees
- learning problems
- total cost
- multiple kernel learning
- semi supervised learning