The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm.
Sam FletcherBrijesh K. VermaZohaib M. JanMengjie ZhangPublished in: IJCNN (2018)
Keyphrases
- ensemble classification
- base classifiers
- ensemble classifier
- ensemble methods
- multiple classifier systems
- ensemble learning
- decision trees
- multi class
- prediction accuracy
- benchmark datasets
- majority voting
- random forest
- classifier ensemble
- machine learning methods
- training set
- naive bayes
- class labels
- concept drift
- classifier combination
- machine learning
- test data
- data sets
- generalization ability
- weak classifiers
- training samples
- support vector machine
- classification models
- cost sensitive
- fusion method
- test cases
- error rate
- feature selection