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Paper Abstract and Keywords
Presentation 2019-12-20 10:30
Basic Study and Application of Discrimination Problem of Classifiers
Michiya Abe (UTokyo/NII), Shin'ichi Satoh (NII) PRMU2019-56
Abstract (in Japanese) (See Japanese page) 
(in English) We proposed discrimination problem of classifiers, which aims to discriminate
two classifiers are same in the sense of quality or not.
We formulated this problem, and proposed distance function between classifiers
considering the difference of outputs from same input.
And also, we proposed the method to do above with the smallest test set.
We experimentally confirmed our method is better compared with baseline.
Keyword (in Japanese) (See Japanese page) 
(in English) Discrimination of Classifiers / Testset sampling / Multi-armed bandit problem / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 347, PRMU2019-56, pp. 61-67, Dec. 2019.
Paper # PRMU2019-56 
Date of Issue 2019-12-12 (PRMU) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF PRMU2019-56

Conference Information
Committee PRMU  
Conference Date 2019-12-19 - 2019-12-20 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2019-12-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Basic Study and Application of Discrimination Problem of Classifiers 
Sub Title (in English)  
Keyword(1) Discrimination of Classifiers  
Keyword(2) Testset sampling  
Keyword(3) Multi-armed bandit problem  
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1st Author's Name Michiya Abe  
1st Author's Affiliation The University of Tokyo/National Institute of Informatics (UTokyo/NII)
2nd Author's Name Shin'ichi Satoh  
2nd Author's Affiliation National Institute of Informatics (NII)
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Speaker Author-1 
Date Time 2019-12-20 10:30:00 
Presentation Time 15 minutes 
Registration for PRMU 
Paper # PRMU2019-56 
Volume (vol) vol.119 
Number (no) no.347 
Page pp.61-67 
#Pages
Date of Issue 2019-12-12 (PRMU) 


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