A new multi-objective evolutionary approach for creating ensemble of classifiers.
Kushan AhmadianAbbas GolestaniNasser MozayaniPeyman KabiriPublished in: SMC (2007)
Keyphrases
- multi objective evolutionary
- ensemble learning
- multiple classifiers
- ensemble classifier
- ensemble pruning
- training data
- classifier ensemble
- majority voting
- training set
- combining classifiers
- individual classifiers
- multi objective
- final classification
- ensemble methods
- ensemble members
- decision tree classifiers
- decision trees
- feature selection
- naive bayes
- weak learners
- base classifiers
- multiple classifier systems
- classifier combination
- weighted voting
- hard constraints
- accurate classifiers
- random forest
- trained classifiers
- feature set
- support vector
- machine learning methods
- neural network
- weak classifiers
- training samples
- multi objective optimization