A new and fast rival genetic algorithm for feature selection.
Jingwei TooAbdul Rahim AbdullahPublished in: J. Supercomput. (2021)
Keyphrases
- genetic algorithm
- feature selection
- multi objective
- text categorization
- parameter optimization
- text classification
- feature selection algorithms
- mutual information
- classification accuracy
- fitness function
- feature set
- data sets
- multi class
- evolutionary algorithm
- forward selection
- population size
- support vector
- metaheuristic
- microarray data
- genetic algorithm ga
- optimization method
- multi objective optimization
- irrelevant features
- classification models
- feature subset
- selecting relevant features
- tabu search
- neural network
- feature extraction
- simulated annealing
- high dimensionality
- genetic programming
- optimization problems
- model selection
- support vector machine
- feature selection and classifier
- conditional mutual information
- support vector classification
- machine learning
- unsupervised feature selection
- genetic search
- dimensionality reduction
- small sample
- discriminative features
- feature weighting
- crossover operator
- information gain