Optimizing Feature Subset and Parameters for Support Vector Machine Using Multiobjective Genetic Algorithm.
Jyoti AhujaSaroj RatnooPublished in: J. Intell. Syst. (2015)
Keyphrases
- support vector machine
- kernel parameters
- feature subset
- multiobjective genetic algorithm
- feature selection
- feature subset selection
- svm classifier
- support vector
- selection algorithm
- input features
- multi objective
- feature space
- kernel function
- classification accuracy
- feature set
- kernel methods
- selected features
- classification models
- expectation maximization
- training data
- classification algorithm
- redundant features
- k nearest neighbor
- selecting features
- machine learning
- classification method
- regularization parameter
- feature selection algorithms
- pattern recognition
- training set
- genetic algorithm ga
- data sets
- knn
- artificial neural networks