A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset.
Hamid ParvinBehrouz MinaeiHosein AlizadehAkram BeigiPublished in: ISNN (2) (2011)
Keyphrases
- ensemble methods
- ensemble learning
- benchmark datasets
- uci data sets
- classifier ensemble
- decision trees
- ensemble classifier
- prediction accuracy
- individual classifiers
- class labels
- multilabel classification
- base classifiers
- feature set
- random forests
- machine learning methods
- rotation forest
- ensemble members
- random forest
- generalization ability
- base learners
- feature subset
- classification algorithm
- support vector
- training set
- classification models
- multi label
- svm classifier
- classifier combination
- feature space
- training data
- feature selection
- learning algorithm