| Hilbert空间映射下非线性分类的变元可分离核函数 |
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| 引用本文： | 原峰山,朱思铭.Hilbert空间映射下非线性分类的变元可分离核函数[J].广州航海高等专科学校学报,2007,15(1):32-34. |
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| 作者姓名： | 原峰山 朱思铭 |
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| 作者单位： | 1. 广州航海高等专科学校,现代化教学中心,广东广州,510725
2. 中山大学,数学与计算科学学院,广东广州,510275 |
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| 摘 要： | 分析变元可分离函数K（u,v）=k（u）k（v）成为核函数对非线性支持向量分类机的作用,由新方法构造的非线性支持向量分类机可以使相应的算法得以简化.
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| 关 键 词： | 非线性分类 变元可分离函数 核函数 |
| 文章编号： | 1009-8526（2007）01-0032-03 |
| 修稿时间： | 2007-01-05 |
SEPARABLE-VARIABLES KERNEL FUNCTION USED TO NONLINEAR CLASSIFICATION UNDER HILBERT SPACE MAPPING |
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| YUAN Feng-shan,ZHU Si-ming.SEPARABLE-VARIABLES KERNEL FUNCTION USED TO NONLINEAR CLASSIFICATION UNDER HILBERT SPACE MAPPING[J].Journal of Guangzhou Maritime College,2007,15(1):32-34. |
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| Authors: | YUAN Feng-shan ZHU Si-ming |
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| Institution: | 1. Modernization Teaching Center, Guangzhou Maritime College, Guangzhou 510725, China; 2. School of Mathematics and Computing Science, Sun Yat-sen University, Guangzhou 510275 ,China |
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| Abstract: | It is concluded that separable variables function K=(u,v)=k(u)k(v) can be used as kernel function to provide a new method in selecting new kernel function of nonlinear classification machines based on support vector machine.Using nonlinear classification support vector machines structured by the new method,the relevant algorithm will be simplified. |
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| Keywords: | nonlinear classification separable variables function kernel function |
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