| 基于非线性分类和回归问题中的支持向量机算法 |
| |
| 引用本文： | 马亮亮.基于非线性分类和回归问题中的支持向量机算法[J].天水师范学院学报,2009,29(5):44-47. |
| |
| 作者姓名： | 马亮亮 |
| |
| 作者单位： | 西北民族大学,计算机科学与信息工程学院,甘肃,兰州,730030 |
| |
| 摘 要： | 针对回归问题和分类问题的各自特点．提出了一种解决非线性回归问题和分类问题的支持向量机算法．文中采用了核函数思想．把非线性空间的问题转化到线性空间的问题。降低了算法的复杂度．
|
| 关 键 词： | 支持向量机 回归函数 分类函数 |
Algorithm of Support Vector Machine Based on Nonlinear Problems of Regression and Classification Function |
| |
| Ma Liangliang.Algorithm of Support Vector Machine Based on Nonlinear Problems of Regression and Classification Function[J].Journal of Tianshui Normal University,2009,29(5):44-47. |
| |
| Authors: | Ma Liangliang |
| |
| Institution: | Ma Liangliang (School of Computer and Information, Northwest University for Nationalities, Lanzhou Gansu 730030, China) |
| |
| Abstract: | An algorithm of Support Vector Machine was presented based on features of regression function and classification function in this paper. Moreover, nonlinear problems were changed into linear ones by the low dimension original space to high dimension feature space and employing kernel function, algorithm be realized easily. using of mapping which made the |
| |
| Keywords: | support vector machine regression function classification function |
| 本文献已被 维普 万方数据 等数据库收录！ |
