Stochastic Sensitivity Oversampling Technique for Imbalanced Data.
Tongwen RongHuachang GongWing W. Y. NgPublished in: ICMLC (CCIS volume) (2014)
Keyphrases
- imbalanced data
- class imbalance
- minority class
- majority class
- class distribution
- sampling methods
- linear regression
- feature selection
- imbalanced datasets
- support vector machine
- ensemble methods
- random forest
- decision trees
- active learning
- classification models
- ensemble classifier
- cost sensitive learning
- high dimensionality
- svm classifier
- prediction accuracy
- text classification