Customizing kernels in Support Vector Machines

Support Vector Machines have been used to do classification and regression analysis. One important part of SVMs are the kernels. Although there are several widely used kernel functions, a carefully designed kernel will help to improve the accuracy of SVMs. We present two methods in terms of customiz...

Full description

Bibliographic Details
Main Author: Zhang, Zhanyang
Format: Others
Language:en
Published: 2007
Subjects:
Online Access:http://hdl.handle.net/10012/3063