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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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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doaj-bf58c8594ebe4880b33b39b21e9f86d62021-07-28T16:19:57ZrusEducational 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 |
collection |
DOAJ |
language |
Russian |
format |
Article |
sources |
DOAJ |
author |
V. V. Krasnoproshin V. R. Rodchanka |
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 |
author_facet |
V. V. Krasnoproshin V. R. Rodchanka |
author_sort |
V. V. Krasnoproshin |
title |
CLASSIFICATION BASED ON DECISION SPACES |
title_short |
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_sort |
classification based on decision spaces |
publisher |
Educational institution «Belarusian State University of Informatics and Radioelectronics» |
series |
Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
issn |
1729-7648 |
publishDate |
2019-10-01 |
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. |
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 |
_version_ |
1721267664762961920 |