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Paper Abstract and Keywords
Presentation 2019-12-13 14:00
Design and utilization of linear separator which has likelihood value on the negative conversion data
Takuma Yabe, Kazuki Yamada, Keiichi Zempo (Univ. of Tsukuba)
Abstract (in Japanese) (See Japanese page) 
(in English) In the real world, there are situation that you cannot get enough negative data for the binary classification. In this paper, we propose “Negative Confidence Classifier” which can classify accurately even there are only limited negative data by giving the confidence to them. This method can be used for advertising industry to classify whether the customer will buy the product or claim for the advertisement. Also, it can be used to classify the error which number is very limited.
Keyword (in Japanese) (See Japanese page) 
(in English) binary classification / conversion / confidence / / / / /  
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Conference Information
Committee HCGSYMPO  
Conference Date 2019-12-11 - 2019-12-13 
Place (in Japanese) (See Japanese page) 
Place (in English) Hiroshima-ken Joho Plaza (Hiroshima) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) HCG Symposium 2019 
Paper Information
Registration To HCGSYMPO 
Conference Code 2019-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Design and utilization of linear separator which has likelihood value on the negative conversion data 
Sub Title (in English)  
Keyword(1) binary classification  
Keyword(2) conversion  
Keyword(3) confidence  
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1st Author's Name Takuma Yabe  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Kazuki Yamada  
2nd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
3rd Author's Name Keiichi Zempo  
3rd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
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Speaker Author-1 
Date Time 2019-12-13 14:00:00 
Presentation Time 75 minutes 
Registration for HCGSYMPO 
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