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OALib Journal期刊
ISSN: 2333-9721
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Comparison on pattern analysis performance of SVM and RVM based on RBF kernel
基于RBF核的SVM及RVM模式分析性能比较*

Keywords: RVM,SVM,class,RBF kernel
关联向量机
,支持向量机,分类,径向基函数核

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Abstract:

Making use of standard dataset such as synth and BC,compared the pattren analysis performance of SVM and RVM using 5-fold verification based on RBF kernel.Test result indicates that the mistake rate and time complication degree is lower than that of SVM.Research shows under the condition of this paper RVM's pattern analysis performance is more excellent.

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