Optimal reduction of solutions for support vector machines.
Hwei-Jen LinJih Pin YehPublished in: Appl. Math. Comput. (2009)
Keyphrases
- support vector
- optimal solution
- learning machines
- large margin classifiers
- logistic regression
- cross validation
- optimal design
- classification accuracy
- generalization ability
- data mining
- solution space
- benchmark problems
- optimal or near optimal
- dynamic programming
- pareto optimal
- support vector regression
- optimal control
- worst case
- radial basis function
- closed form
- kernel function
- linear programming