Feature selection based on hybridization of genetic algorithm and competitive swarm optimizer.
Ye DingKui ZhouWeihong BiPublished in: Soft Comput. (2020)
Keyphrases
- genetic algorithm
- feature selection
- particle swarm optimization
- hybrid algorithm
- mutual information
- evolutionary process
- parameter optimization
- feature selection algorithms
- neural network
- genetic algorithm ga
- text categorization
- swarm intelligence
- unsupervised feature selection
- multi objective
- cooperative
- multi class
- classification accuracy
- feature set
- fitness function
- particle swarm
- machine learning
- information gain
- simulated annealing
- fuzzy logic
- selected features
- feature extraction
- support vector
- data sets
- feature subset
- feature selection and classifier
- optimization algorithm
- feature space
- model selection
- optimization method
- ant colony optimization
- classification models
- multi objective optimization
- evolutionary algorithm
- support vector machine
- high dimensionality
- evolutionary computation
- metaheuristic
- unsupervised learning
- discriminative features
- genetic programming
- knn