Feature selection with multi-objective genetic algorithm based on a hybrid filter and the symmetrical complementary coefficient.
Rui ZhangZuoquan ZhangDi WangMarui DuPublished in: Appl. Intell. (2021)
Keyphrases
- multi objective
- feature selection
- preprocessing step
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiobjective optimization
- genetic algorithm
- wrapper method
- text categorization
- objective function
- simulated annealing and tabu search
- feature extraction
- mutual information
- particle swarm optimization
- multiple objectives
- feature set
- pareto optimal
- conflicting objectives
- multi objective optimization problems
- bi objective
- feature space
- support vector machine
- model selection
- feature subset
- method for feature selection
- multi objective evolutionary
- nsga ii
- neural network
- optimum design
- multiagent evolutionary algorithm
- multi class
- noise reduction
- microarray data
- classification accuracy
- text classification
- decision makers
- dimensionality reduction