CLASSIFICATION BASED ON DECISION SPACES
It's proposed a classification method based on the analysis of the feature subspaces properties. A procedure of automatic space identification where classes do not intersect is described. It's presented a possibility to use these spaces for automatic construction of classifiers.
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| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-10-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
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| Online Access: | https://doklady.bsuir.by/jour/article/view/1189 |
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| _version_ | 1839567855364866048 |
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| author | V. V. Krasnoproshin V. R. Rodchanka |
| author_facet | V. V. Krasnoproshin V. R. Rodchanka |
| author_sort | V. V. Krasnoproshin |
| collection | DOAJ |
| description | It's proposed a classification method based on the analysis of the feature subspaces properties. A procedure of automatic space identification where classes do not intersect is described. It's presented a possibility to use these spaces for automatic construction of classifiers. |
| format | Article |
| id | doaj-art-bf58c8594ebe4880b33b39b21e9f86d6 |
| institution | Matheson Library |
| issn | 1729-7648 |
| language | Russian |
| publishDate | 2019-10-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj-art-bf58c8594ebe4880b33b39b21e9f86d62025-08-04T17:38:19ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-10-0106202510.35596/1729-7648-2019-124-6-20-251160CLASSIFICATION BASED ON DECISION SPACESV. V. Krasnoproshin0V. R. Rodchanka1Belarusian State UniversityGrodno State University named after Yanka KupalaIt's proposed a classification method based on the analysis of the feature subspaces properties. A procedure of automatic space identification where classes do not intersect is described. It's presented a possibility to use these spaces for automatic construction of classifiers.https://doklady.bsuir.by/jour/article/view/1189machine learningdata mininglearning by precedentsclassification |
| spellingShingle | V. V. Krasnoproshin V. R. Rodchanka CLASSIFICATION BASED ON DECISION SPACES Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki machine learning data mining learning by precedents classification |
| title | CLASSIFICATION BASED ON DECISION SPACES |
| title_full | CLASSIFICATION BASED ON DECISION SPACES |
| title_fullStr | CLASSIFICATION BASED ON DECISION SPACES |
| title_full_unstemmed | CLASSIFICATION BASED ON DECISION SPACES |
| title_short | CLASSIFICATION BASED ON DECISION SPACES |
| title_sort | classification based on decision spaces |
| topic | machine learning data mining learning by precedents classification |
| url | https://doklady.bsuir.by/jour/article/view/1189 |
| work_keys_str_mv | AT vvkrasnoproshin classificationbasedondecisionspaces AT vrrodchanka classificationbasedondecisionspaces |