A Diversity Production Approach in Ensemble of Base Classifiers.
Hamid ParvinSara AnsariSajad ParvinPublished in: MICAI (1) (2012)
Keyphrases
- base classifiers
- classifier ensemble
- ensemble methods
- multi class
- ensemble learning
- decision trees
- training set
- ensemble members
- naive bayes
- diversity measures
- ensemble feature selection
- random forest
- test data
- ensemble classifier
- voting schemes
- training samples
- class labels
- classifier combination
- multiple classifier systems
- prediction accuracy
- neural network
- benchmark datasets
- multiple classifiers
- majority voting
- cost sensitive
- machine learning methods
- base learners
- random forests
- individual classifiers
- genetic algorithm
- training data
- feature set
- face recognition
- ensemble pruning
- classification algorithm