The support vector machine based on the compound kernel function

摘要：

We propose a new kernel function which is based on the analysis about the constitute conditions of the kernel function and the characteristics of different kinds of kernel function— linear compound kernel function.this function not only can reduce the amount of parameters of the kernel function.but also has good learning ability and generalizing ability.And we have tested the effectiveness of the kernel function through simulation.

关键词： support vector machine condition positive kernel function linear kernel function compound kernel function

作者: Xingshi He Wenjuan Zhang Min Wu Aihua Liu

作者单位: Science School,Xian Polytechnic University,Xian Shaanxi,China Science School.Xian Polytechnic University,Xian Shaanxi,China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer and Network Technology(ICCNT 2011)(2011第三届IEEE计算机与网络技术国际会议)

会议地点: 太原

会议语种:英文

页码: 244-247

在线出版日期: 2011-02-26（万方平台首次上网日期，不代表论文的发表时间）