A Novel Outlook on Feature Selection as a Multi-objective Problem.
Pietro BarbieroEvelyne LuttonGiovanni SquilleroAlberto Paolo TondaPublished in: EA (2019)
Keyphrases
- multi objective
- feature selection
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- text categorization
- genetic algorithm
- objective function
- conflicting objectives
- multi class
- multiobjective optimization
- multiple objectives
- information gain
- high dimensionality
- feature set
- mutual information
- text classification
- feature space
- particle swarm optimization
- evolutionary optimization
- feature extraction
- feature selection algorithms
- bi objective
- multiagent evolutionary algorithm
- small sample
- irrelevant features
- discriminative features
- selected features
- pareto optimal
- feature subset
- support vector machine
- support vector
- machine learning
- classification models
- forward selection
- dimensionality reduction
- nsga ii
- unsupervised feature selection
- multi objective optimization problems
- optimum design
- knn
- multi objective evolutionary
- multiobjective evolutionary algorithm
- decision makers
- naive bayes
- microarray data
- multi criteria