| 改进的近似支持向量机在葡萄酒质量鉴定中的应用 |
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| 引用本文： | 徐海涛.改进的近似支持向量机在葡萄酒质量鉴定中的应用[J].安徽农业科学,2010,38(29):16105-16106. |
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| 作者姓名： | 徐海涛 |
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| 作者单位： | 聊城大学,山东聊城,252059 |
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| 摘 要： | 在介绍标准支持向量机（SVM）的基础上,引出近似支持向量机（PSVM）方法的基本原理,并提出一个改进其分类精度的新算法（PSVM-2）。针对葡萄酒质量鉴定这一实际问题,比较了SVM与PSVM及PSVM-2的表现能力,分析了3种算法的复杂性及其分类性能。
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| 关 键 词： | 支持向量机 PSVM 葡萄酒 质量鉴定 |
PSVM-2 Method and Its Application on Identification of Wine Quality |
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| XU Hai-tao.PSVM-2 Method and Its Application on Identification of Wine Quality[J].Journal of Anhui Agricultural Sciences,2010,38(29):16105-16106. |
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| Authors: | XU Hai-tao |
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| Institution: | XU Hai-tao(Liaocheng University,Liaocheng,Sh,ong 252059) |
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| Abstract: | Based on introducing standard support vector machine(SVM),the basic rationale of proximal support vector machine(PSVM)method was led out and a new algorithm(PSVM-2)was proposed to improve its classification precision.For the practical problem of quality assessment of grape wine,the performance abilities of SVM,PSVM and PSVM-2 were compared and their complexities and classification performances were analyzed. |
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| Keywords: | Support vector machine PSVM Grape wine Quality assessment |
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