Feature selection based on rough set approach, wrapper approach, and binary whale optimization algorithm.
Mohamed A. TawhidAbdel-Monem M. IbrahimPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- optimization algorithm
- feature selection
- multi objective
- differential evolution
- support vector
- classification accuracy
- optimization method
- feature selection algorithms
- rough set theory
- support vector machine
- feature set
- text categorization
- evolutionary multi objective
- optimization strategy
- feature extraction
- rough sets
- wrapper method
- particle swarm optimization pso
- hybrid optimization algorithm
- artificial bee colony
- feature ranking
- wrapper feature selection
- machine learning
- multi class
- feature subset
- attribute values
- feature space
- multi objective optimization
- selected features
- feature subset selection
- pso algorithm
- decision rules
- harmony search
- evolutionary algorithm