An experimental evaluation of ensemble methods for EEG signal classification.
Shiliang SunChangshui ZhangDan ZhangPublished in: Pattern Recognit. Lett. (2007)
Keyphrases
- ensemble methods
- experimental evaluation
- prediction accuracy
- decision trees
- random forests
- benchmark datasets
- ensemble learning
- machine learning methods
- random forest
- base classifiers
- drifting concepts
- generalization ability
- majority voting
- imbalanced data
- base learners
- classifier ensemble
- ensemble classifier
- bootstrap sampling
- ensemble feature selection
- ensemble members
- trade off
- multiple models
- ensemble classification
- image classification
- similarity measure