Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines.
Patrick J. F. GroenenGeorgi I. NalbantovJ. Cor BiochPublished in: GfKl (2006)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- gauss seidel
- support vector machine
- complementarity problems
- logistic regression
- feature selection
- classification accuracy
- generalization bounds
- maximum margin
- closed form
- multi class
- cross validation
- loss function
- kernel methods
- radial basis function
- shape preserving
- binary classification
- vc dimension
- feature vectors
- kernel pca
- kernel function
- multi class classification
- artificial neural networks
- training examples
- decision function
- flowshop
- svm classifier