| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 387963 | Expert Systems with Applications | 2008 | 5 Pages |
Abstract
A new SVM model used to calculate the optimal value of cost parameter C for particular problems of linearity non-separability of data is presented in this paper. The new SVM model is formulated in the form of one of MPEC problems with an integer objective function. A lower bound, positive number, C0 is required to provide for avoiding choosing a candidate set of C. Numerical experiments show that this model for choice of C is suitable for solving SVM problems.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Yulin Dong, Zhonghang Xia, Zunquan Xia,