Optimization of the Trade-Off by Artificially Re-sampling for Ensemble Learning.
Xiaofei ZhuJianmin ZhongLixia ZhuoPublished in: ICNC (5) (2007)
Keyphrases
- ensemble learning
- trade off
- generalization ability
- ensemble methods
- optimization algorithm
- imbalanced data
- weak learners
- random forest
- optimization method
- ensemble classifier
- prediction accuracy
- unlabeled data
- base classifiers
- support vector machine
- image classification
- multi class
- concept drift
- base learners
- pairwise
- machine learning