Vote-boosting ensembles.
Maryam SabzevariGonzalo Martínez-MuñozAlberto SuárezPublished in: Pattern Recognit. (2018)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- voting schemes
- decision tree ensembles
- decision stumps
- weighted voting
- ensemble classifier
- random forests
- multiple classifier systems
- base learners
- decision trees
- multi class
- prediction accuracy
- weak learners
- benchmark datasets
- classifier ensemble
- learning algorithm
- weak classifiers
- generalization ability
- machine learning methods
- random forest
- majority voting
- naive bayes
- training samples
- ensemble members
- randomized trees
- presidential election
- negative correlation learning
- cost sensitive
- support vector
- machine learning