Optimal kernel selection in twin support vector machines.
Reshma Khemchandani JayadevaSuresh ChandraPublished in: Optim. Lett. (2009)
Keyphrases
- support vector
- kernel function
- optimal kernel
- learning machines
- feature space
- generalization ability
- classification accuracy
- cross validation
- support vector machine
- loss function
- kernel methods
- binary classification
- linear combination
- maximum margin
- multiple kernel learning
- decision trees
- active learning
- kernel matrices
- multiple kernel
- kernel matrix
- support vectors
- support vector regression
- input space