A multi-objective artificial butterfly optimization approach for feature selection.
Douglas RodriguesVictor Hugo C. de AlbuquerqueJoão Paulo PapaPublished in: Appl. Soft Comput. (2020)
Keyphrases
- multi objective
- optimization algorithm
- feature selection
- multiple objectives
- evolutionary algorithm
- evolutionary optimization
- multiobjective optimization
- conflicting objectives
- multi objective optimization
- particle swarm
- multi objective evolutionary algorithms
- mutual information
- optimization problems
- text categorization
- genetic algorithm
- optimum design
- global optimization
- optimization method
- pareto optimal
- particle swarm optimization
- real world
- machine learning
- feature set
- discriminative features
- engineering design problems
- optimization process
- parameter optimization
- sparse pca
- nsga ii
- multi class
- support vector
- objective function
- feature extraction
- selected features
- feature subset
- microarray data
- bi objective
- linear algebra
- text classification
- estimation of distribution algorithms
- dimensionality reduction
- irrelevant features
- classification accuracy