Support Vector Machine with feature selection: A multiobjective approach.
Javier AlcarazMartine LabbéMercedes LandetePublished in: Expert Syst. Appl. (2022)
Keyphrases
- multi objective
- feature selection
- support vector machine
- evolutionary algorithm
- multi class
- multiobjective optimization
- optimization algorithm
- small sample
- support vector
- multi objective optimization
- feature space
- support vector machine svm
- particle swarm optimization
- classification accuracy
- objective function
- text categorization
- feature extraction
- machine learning
- multiple objectives
- nsga ii
- genetic algorithm
- bi objective
- mutual information
- information gain
- multiobjective genetic algorithm
- support vector regression
- feature selection algorithms
- ensemble classifier
- svm classifier
- feature set
- dimensionality reduction
- multiobjective evolutionary algorithms
- multiobjective evolutionary algorithm
- kernel function
- k nearest neighbor
- feature ranking
- text classification
- pareto optimal
- selected features
- decision trees
- fitness function
- recursive feature elimination
- training data
- feature vectors
- model selection
- swarm intelligence
- knn
- hyperplane
- irrelevant features
- feature subset
- uniform design
- radial basis function
- high dimensionality