Granular Support Vector Machine Algorithm Based on Affinity Propagation

Granular Support Vector Machine Algorithm Based on Affinity Propagation

The granular support vector machine (GSVM) can effectively improve the learning efficiency of support vector machine (SVM) but may lose some generalization ability at same time, because it is sensitive to the initial granulation parameter and the selection of granular centers is rough. This paper pr...

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Bibliographic Details
Main Author: CHENG Fengwei, WANG Wenjian
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-07-01
Series:Jisuanji kexue yu tansuo
Subjects:
granular center
affinity propagation
mixing degree
classification performance
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2268.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2268.shtml

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