Decomposition Methods for Linear Support Vector Machines.
Wei-Chun KaoKai-Min ChungChia-Liang SunChih-Jen LinPublished in: Neural Comput. (2004)
Keyphrases
- decomposition methods
- linear support vector machines
- support vector machine
- logistic regression
- decomposition method
- linear svm
- constraint satisfaction problems
- database theory
- training support vector machines
- svm classifier
- learning problems
- k nearest neighbor
- feature vectors
- feature space
- least squares support vector machine
- ridge regression
- support vector
- feature selection
- kernel methods
- linear programming
- optimal solution