Genetic Algorithm for Feature Selection for Parallel Classifiers.
Ludmila KunchevaPublished in: Inf. Process. Lett. (1993)
Keyphrases
- feature selection
- genetic algorithm
- feature selection and classifier
- feature set
- support vector
- feature selection algorithms
- bayes classifier
- small sample
- feature subset
- classification models
- text classification
- classification accuracy
- classifier systems
- text categorization
- feature space
- mutual information
- feature ranking
- naive bayes
- classification performances
- genetic algorithm ga
- selected features
- machine learning
- multi objective
- bayesian classifier
- irrelevant features
- meta learning
- evolutionary algorithm
- ensemble learning
- ensemble classifier
- information gain
- input features
- fitness function
- model selection
- training data
- feature extraction
- fold cross validation
- artificial neural networks
- training set
- linear discriminant
- high dimensionality
- classification algorithm
- support vector machine
- dimensionality reduction
- genetic programming
- feature reduction
- neural network
- parameter optimization
- multiple features
- multi task
- knn
- data sets
- multi class