Empirical comparison of bagging-based ensemble classifiers.
Ren YePonnuthurai N. SuganthanPublished in: FUSION (2012)
Keyphrases
- ensemble classifier
- ensemble classification
- ensemble learning
- ensemble methods
- base classifiers
- majority voting
- random forest
- rotation forest
- imbalanced data
- classifier ensemble
- support vector machine
- concept drift
- classification models
- feature selection
- machine learning
- decision trees
- benchmark datasets
- preprocessing step
- change detection
- generalization ability
- data points
- feature space
- fusion method
- data streams