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Кузьмич, Роман Иванович
Ступина, Алена Александровна
Корпачева, Лариса Николаевна
Ежеманская, Светлана Николаевна
Руйга, Ирина Рудольфовна
2019-07-01T07:21:32Z
2019-07-01T07:21:32Z
2018-09
Кузьмич, Роман Иванович. The Modified Method of Logical Analysis Used for Solving Classification Problems [Текст] / Роман Иванович Кузьмич, Алена Александровна Ступина, Лариса Николаевна Корпачева, Светлана Николаевна Ежеманская, Ирина Рудольфовна Руйга // Informatica: Vol. 29. — 2018. — № 3. — С. 467-486
08684952
https://www.mii.lt/informatica/htm/INFO1192.htm
http://elib.sfu-kras.ru/handle/2311/110462
The study is dictated by the need to interpret and justify the solutions of classification problems. In this context, a method of logical analysis of data is considered along with its modifications based on the specifically developed algorithmic procedures, the use of which can increase the interpretability and generalization capability of classifiers. The article confirms in an empirical way that the suggested optimization models are suitable for building informative patterns and that the designed algorithmic procedures are efficient when used for the method of logical analysis of data.
classification
pattern
degree
coverage
information content
The Modified Method of Logical Analysis Used for Solving Classification Problems
Journal Article
Journal Article Preprint
467-486
20.01
2019-07-01T07:21:32Z
Институт управления бизнес-процессами и экономики
Кафедра бизнес-информатики
Кафедра экономики и информационных технологий менеджмента
Кафедра экономики и управления бизнес-процессами
Informatica
Q2
Q2


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