Multi-objective Genetic Algorithms to Create Ensemble of Classifiers.
Luiz E. Soares de OliveiraMarisa E. MoritaRobert SabourinFlávio BortolozziPublished in: EMO (2005)
Keyphrases
- multi objective genetic algorithms
- ensemble learning
- multiple classifiers
- ensemble classifier
- classifier ensemble
- ensemble pruning
- training data
- majority voting
- training set
- multi objective optimization
- final classification
- individual classifiers
- combining classifiers
- multi objective
- randomized trees
- ensemble methods
- decision tree classifiers
- decision trees
- feature selection
- weak learners
- accurate classifiers
- multi objective genetic algorithm
- support vector
- base classifiers
- one class support vector machines
- random forest
- multiple classifier systems
- naive bayes
- weighted voting
- weak classifiers
- classification algorithm
- feature set
- trained classifiers
- random forests
- training samples