Feature Subset Selection Using Genetic Algorithm with Aggressive Mutation for Classification Problem.
Marc Jermaine PontiverosGeoffrey A. SolanoJoey Mark S. DiazJaime D. L. CaroPublished in: TENCON (2021)
Keyphrases
- feature subset selection
- genetic algorithm
- feature subset
- feature selection
- genetic algorithm ga
- estimation of distribution algorithms
- fitness function
- classification accuracy
- pattern classification
- multi objective
- selection algorithm
- pattern recognition
- evolutionary algorithm
- metaheuristic
- genetic operators
- population size
- mutation operator
- machine learning
- crossover operator
- selected features
- optimization method
- differential evolution
- machine learning methods
- classification method
- prediction accuracy
- genetic programming
- feature vectors
- training data
- neural network
- svm classifier
- benchmark datasets
- support vector machine svm
- text categorization
- particle swarm optimization
- simulated annealing
- feature space
- support vector
- feature ranking
- feature extraction