An Ensemble of Classifiers with Genetic Algorithm Based Feature Selection.
Zili ZhangPengyi YangPublished in: IEEE Intell. Informatics Bull. (2008)
Keyphrases
- feature selection
- ensemble classifier
- ensemble learning
- feature ranking
- feature set
- feature subset
- ensemble classification
- naive bayes
- feature selection algorithms
- feature selection and classifier
- support vector
- final classification
- ensemble pruning
- multiple classifiers
- text categorization
- classifier ensemble
- classification accuracy
- text classification
- ensemble methods
- imbalanced data
- random forest
- majority voting
- bayes classifier
- classification models
- training data
- small sample
- wrapper feature selection
- decision trees
- base classifiers
- feature space
- decision stumps
- support vector machine
- feature subspace
- weak classifiers
- machine learning
- randomized trees
- weighted voting
- individual features
- classification performances
- meta learning
- accurate classification
- binary classification problems
- fold cross validation
- selected features
- model selection
- multi class
- feature extraction
- classifier combination
- multiple classifier systems
- machine learning methods
- combining classifiers
- classification algorithm
- machine learning algorithms
- knn
- learning algorithm