A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM.
Qi WangZhiHao LuoJincai HuangYang-He FengZhong LiuPublished in: Comput. Intell. Neurosci. (2017)
Keyphrases
- imbalanced data
- ensemble methods
- imbalanced data sets
- imbalanced datasets
- base learners
- prediction accuracy
- ensemble learning
- ensemble classifier
- benchmark datasets
- random forest
- decision trees
- base classifiers
- machine learning methods
- random forests
- generalization ability
- linear regression
- learning machines
- classification models
- learning algorithm
- class distribution
- active learning
- feature selection
- sampling methods
- learning problems
- support vector machine
- svm classifier
- class imbalance
- multi task