Enhancing Diversity in Multi-Objective Feature Selection.
Sevil Zanjani MiyandoabShahryar RahnamayanAzam Asilian BidgoliSevda EbrahimiMasoud MakrehchiPublished in: CEC (2024)
Keyphrases
- multi objective
- feature selection
- pareto optimal solutions
- pareto dominance
- multi objective evolutionary algorithms
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiobjective optimization
- genetic algorithm
- multiple objectives
- nsga ii
- text classification
- objective function
- machine learning
- particle swarm optimization
- feature set
- evolutionary optimization
- conflicting objectives
- pareto optimal
- support vector
- feature space
- text categorization
- multi objective optimization problems
- feature selection algorithms
- mutual information
- feature extraction
- ensemble feature selection
- support vector machine
- optimum design
- classification accuracy
- unsupervised feature selection
- bi objective
- irrelevant features
- multiobjective evolutionary algorithm
- information gain
- feature ranking
- high dimensionality
- model selection
- dimensionality reduction
- small sample
- selected features
- gene expression data
- forward selection
- knn
- selecting relevant features