Cost-Sensitive Large margin Distribution Machine for classification of imbalanced data.
Fanyong ChengJing ZhangCuihong WenPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- cost sensitive
- imbalanced data
- class imbalance
- class distribution
- cost sensitive learning
- support vector machine
- multi class
- misclassification costs
- binary classification
- cost sensitive boosting
- naive bayes
- active learning
- minority class
- base learners
- decision trees
- support vector
- linear regression
- sampling methods
- feature extraction
- multi class classification
- classification models
- training samples
- text classification
- random forest
- ensemble methods
- labeled data
- data distribution
- feature selection
- data sets