Feature selection in classification using self-adaptive owl search optimization algorithm with elitism and mutation strategies.
Ashis Kumar MandalRikta SenBasabi ChakrabortyPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- optimization algorithm
- feature selection
- differential evolution
- multi objective
- classification accuracy
- feature extraction
- search algorithm
- classification models
- particle swarm optimization pso
- support vector
- evolutionary algorithm
- optimization strategy
- text classification
- machine learning
- optimization method
- control parameters
- support vector machine
- feature selection algorithms
- evolutionary multi objective
- method for feature selection
- feature space
- genetic algorithm
- feature subset selection
- multi objective optimization
- feature set
- convergence speed
- hybrid optimization algorithm
- search space
- training set
- classification method
- discriminative features
- particle swarm optimization
- decision trees
- artificial bee colony
- irrelevant features
- search capabilities
- mutation operator
- objective function
- swarm intelligence
- dimensionality reduction
- solution space
- feature subset