An Effective Sampling Strategy for Ensemble Learning with Imbalanced Data.
Chen ZhangXiaolong ZhangPublished in: ICIC (3) (2017)
Keyphrases
- ensemble learning
- imbalanced data
- ensemble methods
- sampling methods
- ensemble classifier
- generalization ability
- random forest
- base learners
- benchmark datasets
- feature selection
- base classifiers
- linear regression
- non stationary
- principal component analysis
- minority class
- prediction accuracy
- unlabeled data
- decision trees