Trimmed bagging.
Christophe CrouxKristel JoossensAurélie LemmensPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- ensemble methods
- ensemble learning
- decision trees
- random forest
- ensemble classification
- ensemble selection
- base classifiers
- imbalanced data
- random forests
- voting methods
- generalization error
- majority voting
- meta learning
- machine learning
- bootstrap sampling
- neural network ensembles
- variance reduction
- knn
- gradient boosting
- learning machines
- randomized trees
- data sets
- generalization ability
- decision tree classifiers
- machine learning algorithms
- pairwise
- training set
- tree ensembles