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) |
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PRMU2019-56 |
Conference Information |
Committee |
PRMU |
Conference Date |
2019-12-19 - 2019-12-20 |
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(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 |
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Discrimination of Classifiers |
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Testset sampling |
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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 |
7 |
Date of Issue |
2019-12-12 (PRMU) |
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