МАТЕМАТИЧНА МОДЕЛЬ СИСТЕМ РОЗПІЗНАВАННЯ З МАЛИМИ БАЗАМИ ДАНИХ
The models of recognition systems and generalized classifiers in general are proposed. The arbitrary metric is considered to be a filter in the feature space. It is shown that optimization of the model of recognition system means optimization of the classifier model. The results of comparing of two...
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| Date: | 2007 |
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| Main Authors: | , , |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
V.M. Glushkov Institute of Cybernetics of NAS of Ukraine
2007
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| Online Access: | https://jais.net.ua/index.php/files/article/view/347 |
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| Journal Title: | Problems of Control and Informatics |
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Problems of Control and Informatics| Summary: | The models of recognition systems and generalized classifiers in general are proposed. The arbitrary metric is considered to be a filter in the feature space. It is shown that optimization of the model of recognition system means optimization of the classifier model. The results of comparing of two decision rules based on distance function from one and k nearest neighbors are presented. |
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