Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: Computational Methods in Systems and Software, CoMeSySo 2021
Год издания: 2021
Идентификатор DOI: 10.1007/978-3-030-90318-3_16
Ключевые слова: classifier, pattern, reduction, δ-criterion, ε-
Аннотация: The selection of logical patterns for a new classifier by reducing the original classifier based on the ε-, δ-criterion is proposed. The implementation of the algorithmic procedure for the reduction of the classifier consists of a number of steps: the formation of the initial classifier from a set of partial patterns with the appliПоказать полностьюcation of the increasing procedure to them, the assessment of the suitability of each pattern in the set using the ε-, δ-criterion, the reduction of the classifier based on the assessment of suitability. Numerical experiments on real problems which make it possible to assess the feasibility of the proposed algorithmic procedure are presented. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.
Журнал: Lecture Notes in Networks and Systems
Выпуск журнала: Vol. 232 LNNS
Номера страниц: 163-170
ISSN журнала: 23673370
Издатель: Springer Science and Business Media Deutschland GmbH