Convergence of a New Decomposition Algorithm for Support Vector Machines.
Yan-Guo WangHong QiaoBo ZhangPublished in: ICIC (2) (2006)
Keyphrases
- decomposition algorithm
- working set
- number of iterations required
- support vector
- working set selection
- learning machines
- large margin classifiers
- decomposition method
- equality constraints
- kernel function
- kernel methods
- loss function
- generalization ability
- decomposition methods
- support vector machine
- svm classifier
- cross validation
- recognition algorithm
- hyperplane
- human computer interaction
- feature selection