A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification.
Yu XueXu CaiFerrante NeriPublished in: Appl. Soft Comput. (2022)
Keyphrases
- feature selection
- crossover operator
- classification accuracy
- support vector
- feature set
- text classification
- classification models
- feature space
- machine learning
- feature subset selection
- discriminative features
- high dimensionality
- mutation operator
- method for feature selection
- feature selection algorithms
- feature subset
- classification method
- text categorization
- support vector machine
- feature extraction
- genetic algorithm ga
- evolutionary algorithm
- decision trees
- fitness function
- svm classifier
- multi class
- feature vectors
- function optimization
- temporal reasoning
- supervised learning
- selected features