Variable Consistency Bagging Ensembles.
Jerzy BlaszczynskiRoman SlowinskiJerzy StefanowskiPublished in: Trans. Rough Sets (2010)
Keyphrases
- ensemble methods
- ensemble learning
- ensemble selection
- neural network ensembles
- imbalanced data
- random forests
- decision trees
- ensemble members
- base classifiers
- classifier ensemble
- tree ensembles
- prediction accuracy
- ensemble classifier
- weighted voting
- learning machines
- majority voting
- decision tree ensembles
- random forest
- rotation forest
- generalization ability
- machine learning
- base learners
- random subspace
- parameter settings
- machine learning methods
- benchmark datasets
- multi class
- active learning
- training set
- meta learning
- randomized trees
- selection strategy
- naive bayes
- model selection
- training data
- feature selection
- random sampling