Performance Analysis of Simplification of Hyperplane Support Vector Machine

Performance Analysis of Simplification of Hyperplane Support Vector Machine

Comparing with traditional support vector machine，hyperplane support vector machine （HPSVM）and hyperplane support vector machine for regression（HPSVMR）not only reduce the number of support vectors and calculation time but also have comparable accuracy.However，they have different simplification effec...

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Bibliographic Details
Main Authors:	Hui Cheng, Jinglong Fang, Daquan Wang, Xingqi Wang
Format:	Article
Language:	zho
Published:	Beijing Xintong Media Co., Ltd 2015-08-01
Series:	Dianxin kexue
Subjects:	pattern recognition hyperplane support vector machine reduced support vector machine performance analysis
Online Access:	http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015161/
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