Mixed Kernel Twin Support Vector Machines Based on the Shuffled Frog Leaping Algorithm.
Fulin WuShifei DingHuajuan HuangZhibin ZhuPublished in: J. Comput. (2014)
Keyphrases
- support vector
- shuffled frog leaping algorithm
- large margin classifiers
- learning machines
- kernel function
- kernel methods
- particle swarm optimization
- kernel parameters
- kernel machines
- rbf kernel
- support vector machine
- multi class
- decision function
- hyperplane
- logistic regression
- input space
- feature selection
- polynomial kernels
- cross validation
- svm classifier
- multiple kernel learning
- loss function
- feature space
- generalization ability
- classification accuracy
- pso algorithm
- radial basis function
- maximum margin
- linear discriminant analysis
- support vector regression
- positive definite
- generalization bounds
- soft margin
- multi objective