Optimal feature subset deduction based on possibilistic feature quality classification and feature complementarity.
Mouna MedhioubSonda Ammar BouhamedImene Khanfir KallelNabil DerbelOlfa KanounPublished in: Expert Syst. Appl. (2024)
Keyphrases
- feature subset
- feature set
- feature subset selection
- feature selection
- classification accuracy
- classification models
- feature ranking
- input features
- irrelevant features
- feature vectors
- selecting features
- selection algorithm
- redundant features
- feature space
- feature selection algorithms
- ensemble methods
- genetic algorithm ga
- single feature
- svm classifier
- selected features
- machine learning
- image features
- pattern recognition
- classification method
- text classification
- genetic algorithm
- method for feature selection
- neural network
- multiple features
- pattern classification
- optimization method
- classification algorithm
- text categorization
- support vector