New Applications of Ensembles of Classifiers.
Ricardo BarandelaRosa Maria ValdovinosJosé Salvador SánchezPublished in: Pattern Anal. Appl. (2003)
Keyphrases
- ensemble learning
- decision trees
- ensemble classifier
- classifier ensemble
- multiple classifier systems
- diversity measures
- weighted voting
- combining classifiers
- multiple classifiers
- training data
- feature selection
- imbalanced data
- feature ranking
- ensemble methods
- trained classifiers
- linear classifiers
- machine learning algorithms
- naive bayes
- majority voting
- training set
- svm classifier
- classifier combination
- supervised classification
- support vector
- class labels
- machine learning methods
- classifier fusion
- individual classifiers
- decision stumps
- classification models
- classification rate
- extracted features
- random forest
- random forests
- machine learning
- test set
- subspace methods
- classification algorithm
- classification systems
- combining multiple
- roc curve