| Presentation | 1994/10/21 A Note on the Parzen Classifier for Pattern Recognition Kazuo Suzuki, Yoshihiko Hamamoto, Shingo Tomita, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Parzen classifier is one of statistical nonparametric classifiers.The performance of the Parzen classifier depends mainly on the window width h.Many studies have been made to find the optimum window width h.In this paper,we discuss a comparison between the two well-known methods under a practice condition that the ratio of training sample size to dimensionality is small. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parzen classifier / Bootstrap method / leave-One-Out method / training sample size |
| Paper # | PRU94-54 |
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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) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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) | A Note on the Parzen Classifier for Pattern Recognition |
| Sub Title (in English) | |
| Keyword(1) | Parzen classifier |
| Keyword(2) | Bootstrap method |
| Keyword(3) | leave-One-Out method |
| Keyword(4) | training sample size |
| 1st Author's Name | Kazuo Suzuki |
| 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 # | PRU94-54 |
| Volume (vol) | vol.94 |
| Number (no) | 294 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |