On the finite convergence of the NN classification learning on mistakes
The paper establishes an analog of well-known Novikoff’s theorem on the perceptron learning algorithm’s finite convergence in linearly separated classes. We obtain a similar result concerning the nearest neighbor classification algorithm in the case of compact classes in a general metric space for...
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| Published in: | Доповіді НАН України |
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| Date: | 2022 |
| Main Author: | |
| Format: | Article |
| Language: | English |
| Published: |
Видавничий дім "Академперіодика" НАН України
2022
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| Subjects: | |
| Online Access: | https://nasplib.isofts.kiev.ua/handle/123456789/184927 |
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| Journal Title: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Cite this: | On the finite convergence of the NN classification learning on mistakes / V.I. Norkin // Доповіді Національної академії наук України. — 2022. — № 1. — С. 34-38. — Бібліогр.: 10 назв. — англ. |