| Presentation | 1994/10/21 Evaluation of the Noise Injection Method in Neural Networks Yoshihiro Mitani, Yoshihiko Hamamoto, Shingo Tomita, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Some authors show that the noise injection into training samples leads to the improvement of the classification performance of ANN classifiers.In this paper,we study the effect of the noise injection on the classification performance of ANN classifiers in small training sample size situations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | training Sample size / noise injection / generalization / ANN classifier |
| Paper # | PRU94-58 |
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| Conference Information | |
| Committee | PRU |
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| Conference Date | 1994/10/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Pattern Recognition and Understanding (PRU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of the Noise Injection Method in Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | training Sample size |
| Keyword(2) | noise injection |
| Keyword(3) | generalization |
| Keyword(4) | ANN classifier |
| 1st Author's Name | Yoshihiro Mitani |
| 1st Author's Affiliation | Faculty of Engineering,Yamaguchi University() |
| 2nd Author's Name | Yoshihiko Hamamoto |
| 2nd Author's Affiliation | Faculty of Engineering,Yamaguchi University |
| 3rd Author's Name | Shingo Tomita |
| 3rd Author's Affiliation | Faculty of Engineering,Yamaguchi University |
| Date | 1994/10/21 |
| Paper # | PRU94-58 |
| Volume (vol) | vol.94 |
| Number (no) | 294 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |