Double regularization methods for robust feature selection and SVM classification via DC programming.
Julio LópezSebastián MaldonadoMiguel CarrascoPublished in: Inf. Sci. (2018)
Keyphrases
- svm classification
- feature selection
- regularization methods
- support vector machine
- support vector
- classification accuracy
- support vector machine svm
- multi class
- kernel function
- feature space
- image classification
- total variation
- classification method
- regularization parameter
- edge preserving
- svm classifier
- feature set
- data sets
- objective function
- machine learning
- model selection
- text classification
- evolutionary algorithm
- feature vectors
- training data
- decision trees