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.

Bibliographic Details
Main Authors: V. V. Krasnoproshin, V. R. Rodchanka
Format: Article
Language:Russian
Published: Educational institution «Belarusian State University of Informatics and Radioelectronics» 2019-10-01
Series:Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
Subjects:
Online Access:https://doklady.bsuir.by/jour/article/view/1189
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spelling 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
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