| Presentation | 2019-12-20 Basic Study and Application of Discrimination Problem of Classifiers Michiya Abe, Shin'ichi Satoh, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Discrimination of Classifiers / Testset sampling / Multi-armed bandit problem |
| Paper # | PRMU2019-56 |
| Date of Issue | 2019-12-12 (PRMU) |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2019/12/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Toru Tamaki(Hiroshima Univ.) / Akisato Kimura(NTT) |
| Secretary | Toru Tamaki(NTT) / Akisato Kimura(OMRON SINICX) |
| Assistant | Yusuke Uchida(DeNA) / Takayoshi Yamashita(Chubu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2019-12-20 |
| Paper # | PRMU2019-56 |
| Volume (vol) | vol.119 |
| Number (no) | PRMU-347 |
| Page | pp.pp.61-67(PRMU), |
| #Pages | 7 |
| Date of Issue | 2019-12-12 (PRMU) |