A hybrid wrapper approach for optimal feature selection based on a novel multiobjective technique.
I. PreethiK. DharmarajanPublished in: Int. J. Syst. Syst. Eng. (2023)
Keyphrases
- feature selection
- multi objective
- feature subset
- multiobjective optimization
- pareto optimal
- text categorization
- feature selection algorithms
- optimization algorithm
- feature space
- mutual information
- worst case
- multi class
- classification models
- support vector
- optimal solution
- feature ranking
- selected features
- classification accuracy
- text classification
- multiple objectives
- evolutionary algorithm
- information gain
- neural network
- irrelevant features
- nsga ii
- multi objective optimization
- black box
- particle swarm optimization
- genetic algorithm
- high dimensionality
- ant colony optimization
- dimensionality reduction
- knn
- discriminative features
- dynamic programming
- machine learning