Enhancing Diversity in Multi-objective Feature Selection.
Sevil Zanjani MiyandoabShahryar RahnamayanAzam Asilian BidgoliSevda EbrahimiMasoud MakrehchiPublished in: CoRR (2024)
Keyphrases
- multi objective
- feature selection
- pareto optimal solutions
- evolutionary algorithm
- pareto dominance
- multi objective optimization
- multi objective evolutionary algorithms
- optimization algorithm
- genetic algorithm
- mutual information
- objective function
- multiobjective optimization
- conflicting objectives
- pareto optimal
- text categorization
- multiple objectives
- dimensionality reduction
- particle swarm optimization
- feature selection algorithms
- nsga ii
- support vector
- bi objective
- multi objective optimization problems
- classification accuracy
- multi objective evolutionary
- multi class
- feature set
- feature space
- evolutionary optimization
- machine learning
- particle swarm
- text classification
- discriminative features
- irrelevant features
- knn
- feature weighting
- high dimensionality
- feature subset
- unsupervised feature selection
- classification models
- multiagent evolutionary algorithm
- method for feature selection
- ensemble feature selection
- small sample
- multi task
- information gain
- naive bayes
- unsupervised learning