Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines.
Kai-Wei ChangCho-Jui HsiehChih-Jen LinPublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- linear support vector machines
- coordinate descent method
- logistic regression
- linear svm
- support vector machine
- convex optimization
- loss function
- least squares support vector machine
- simple and easy to implement
- multi class boosting
- support vector
- learning problems
- decision trees
- generalization ability
- improved algorithm
- nearest neighbor
- multi class