| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 7548870 | Statistics & Probability Letters | 2018 | 9 Pages |
Abstract
This paper proposes a Varying Coefficient Support Vector Machine (VCSVM). VCSMO, a variation of the classic algorithm SMO for standard SVMs, is also proposed to solve for VCSVM. Numerical examples validate the accuracy and efficiency of the proposed model.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Xiaoling Lu, Fengchi Dong, Xiexin Liu, Xiangyu Chang,