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检索条件"主题词=C-support"
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The new interpretation of support vector machines on statistical learning theory
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Science china Mathematics 2010年 第1期53卷 151-164页
作者: ZHANG chunHua 1 , TIAN YingJie 2 & DENG NaiYang 3,1 School of Information, Renmin University of china, Beijing 100872, china 2 Research center on Fictitious Economy and Data Science, chinese Academy of Sciences, Beijing 100080, china 3 college of Science, china Agricultural University, Beijing 100083, china School of Information Renmin University of China Beijing China Research center on Fictitious Economy and Data Science Chinese Academy of Sciences Beijing China college of Science China Agricultural University Beijing China
This paper is concerned with the theoretical foundation of support vector machines (SVMs). The purpose is to develop further an exact relationship between SVMs and the statistical learning theory (SLT). As a represent... 详细信息
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