An Online Ensemble of Classifiers.
Sotiris B. KotsiantisPanayiotis E. PintelasPublished in: PRIS (2004)
Keyphrases
- ensemble learning
- multiple classifiers
- ensemble classifier
- classifier ensemble
- ensemble pruning
- training data
- feature selection
- training set
- majority voting
- decision trees
- majority vote
- online learning
- combining classifiers
- decision tree classifiers
- weighted voting
- class label noise
- concept drifting data streams
- support vector
- weak learners
- individual classifiers
- machine learning algorithms
- accurate classifiers
- multiple classifier systems
- real time
- neural network
- bias variance decomposition
- randomized trees
- diversity measures
- feature set
- final classification
- test set
- imbalanced data
- ensemble methods
- base classifiers
- generalization ability
- classifier combination
- text classification
- class labels
- classification algorithm
- learning algorithm
- fusion method
- combining multiple