Popular Ensemble Methods: An Empirical Study.
David W. OpitzRichard MaclinPublished in: J. Artif. Intell. Res. (1999)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- benchmark datasets
- decision trees
- ensemble learning
- machine learning methods
- random forest
- base classifiers
- generalization ability
- drifting concepts
- classifier ensemble
- majority voting
- bootstrap sampling
- base learners
- multiple models
- ensemble classification
- artificial neural networks
- imbalanced data
- decision tree ensembles
- ensemble feature selection
- ensemble classifier
- trade off
- pairwise