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Анализ устойчивости классификационных функций при обработке текстовой информациии

Анализ устойчивости классификационных функций при обработке текстовой информациии

Abstract

In article is described the analysis of stability of classification functions when processing text information on the basis of application of various methods of transformation of data. That the educational text in this research is considered as formal and logical education, as its main characteristics 14 statistical parameters making factorial space of objects of research are determined. The analysis of stability of the classifying rules is carried out on the basis of the analysis calculated for each of methods of transformation of coefficients of a variation

В статье описан анализ устойчивости классификационных функций при обработке текстовой информации на основе применения различных методов преобразования данных. В силу того, что учебный текст в данном исследовании рассмотрен как формально-логическое образование, в качестве его основных характеристик определены 14 статистических параметров, составляющих факторное пространство объектов исследования. Анализ устойчивости классифицирующих правил проведен на основе анализа рассчитанных для каждого из методов преобразования коэффициентов вариации.

Keywords

КЛАССИФИКАЦИОННЫЕ ФУНКЦИИ,ТЕКСТОВАЯ ИНФОРМАЦИЯ,РАЗЛИЧНЫЕ МЕТОДЫ ПРЕОБРАЗОВАНИЯ ДАННЫХ,ФАКТОРНОЕ ПРОСТРАНСТВО ОБЪЕКТОВ ИССЛЕДОВАНИЯ,КОЭФФИЦИЕНТЫ ВАРИАЦИИ

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold