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J-GLOBAL ID：200902212414756653   Reference number：09A0016926

Utilizing particle swarm optimization to optimize hyper-parameters of SVM classifier

SVM分類器のハイパーパラメータの最適化への粒子群最適化の利用
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Author (2)：
WANG Dong

About WANG Dong

(Dep. of Computer Sci. and Technol., Foshan Univ., Guangdong, Foshan)

About Dep. of Computer Sci. and Technol., Foshan Univ., Guangdong, Foshan

, 
WU Xiangbin

About WU Xiangbin

(Coll. of Geosciences and Environmental Engineering, Central South Univ., Hunan, Changsha)

About Coll. of Geosciences and Environmental Engineering, Central South Univ., Hunan, Changsha


Material：
Jisuanji Yingyong  (Journal of Computer Applications)

About Jisuanji Yingyong


Volume： 28  Issue： 1  Page： 134-135,139  Publication year： 2008 
JST Material Number： C2535A  ISSN： 1001-9081  CODEN： JYIIDU  Document type： Article
Article type： 原著論文  Country of issue： China (CHN)  Language： CHINESE (ZH)
Thesaurus term：
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
*support vector machine

About support vector machine

, 
*classifier(sorter)

About classifier(sorter)

, 
*optimization method

About optimization method

, 
optimization

About optimization

, 
combinatorial optimization problem

About combinatorial optimization problem

, 
population(ecology)

About population(ecology)

, 
coding(signal)

About coding(signal)


Semi thesaurus term：
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
parameter optimization

About parameter optimization

, 
*classifier

About classifier

, 
*particle swarm optimization

About particle swarm optimization


JST classification (2)：
JST classification
Category name(code) classified by JST.
Artificial intelligence 
(JE08000Z)

About Artificial intelligence

,  Other methods of operations research 
(KA03070E)

About Other methods of operations research

Terms in the title (4)：
Terms in the title
Keywords automatically extracted from the title.
SVM分類

About SVM分類

, 
ハイパーパラメータ

About ハイパーパラメータ

, 
最適化

About 最適化

, 
粒子群最適化

About 粒子群最適化


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