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2008年3期
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Estimation of the Misclassification Error for Multicategory Support Vector Machine Classification
Estimation of the Misclassification Error for Multicategory Support Vector Machine Classification
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摘要
这篇论文的目的是提供错误分析为多范畴支持向量机器(MSVM)classificaton问题。我们为MSVM建立一致集聚途径并且估计错误分类错误。我们这里克服的主要困难是围住偏移量向量。作为结果,当核多项式的度足够大时,我们证实有多项式核的MSVM分类算法总是是有效的。最后,集中和例子的率被给表明主要结果。
DOI
wjv5nvmkd7/588650
作者
Bing Zheng LI
机构地区
不详
出处
《数学学报:英文版》
2008年3期
关键词
误分类
支持向量机
计算方法
评估方法
分类
[理学][基础数学]
出版日期
2008年03月13日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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来源期刊
数学学报:英文版
2008年3期
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相关关键词
误分类
支持向量机
计算方法
评估方法
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