An iterative feature selection procedure for a classification problem based on the method of logical analysis of data : доклад, тезисы доклада

Kuzmich R.I.; Stupina A.A.; Zhirnova I.S.; Slinitsyna O. V.; Boubriak I. I.

Дополнительные ссылки: eLibrary · Источник статьи · Scopus. All Open Access, Bronze · eLibrary · Источник статьи

База данных: Каталог библиотеки СФУ

Библиографическое описание: An iterative feature selection procedure for a classification problem based on the method of logical analysis of data : доклад, тезисы доклада / R. I. Kuzmich [et al.]. - [S. l. : s. n.], 2021. - Текст : непосредственный // Journal of Physics: Conference Series : III International Scientific Conference on Applied Physics, Information Technologies and Engineering (APITECH-III 2021) / III International Scientific Conference on Applied Physics, Information Technologies and Engineering (APITECH-III 2021) (2021 ; 24.09 - 03.10 ; Krasnoyarsk, Russia) : IOP Publishing, 2021. - 2094. - P. 032054. - DOI 10.1088/1742-6596/2094/3/032054.

Аннотация: An iterative procedure for selecting features for classifying observations is proposed.?The main principles of the proposed iterative procedure are ranking and selection of features according to the frequency of their use when constructing logical patterns based on the method of logical analysis of data. The empirical confirmation of the expediency of this procedure is given.?

Год издания: 2021

Авторы: Kuzmich R.I. , Stupina A.A. , Zhirnova I.S. , Slinitsyna O. V. , Boubriak I. I.

Издательство: IOP Publishing

Источник: Journal of Physics: Conference Series

Выпуск: 2094

Мероприятие: III International Scientific Conference on Applied Physics, Information Technologies and Engineering (APITECH-III 2021) (Krasnoyarsk, Russia, 2021 ; 24.09 - 03.10)

Номера страниц: 032054

Держатель оригинала документа: Siberian Federal University

Количество экземпляров:

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An iterative feature selection procedure for a classification problem based on the method of logical analysis of data : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

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