Отрывок: These features became the basis for classification feature selecting. The list of marker features is given in Table 1. The columns "Adult’s" and "Children's" contain the ratio of training sample texts belonging to the category to the total number of training sample texts that have the given feature value. The values stated in the columns "Adult’s" and "Children's" were produced on the basis of the analysis of the training sa...
Полная запись метаданных
Поле DC Значение Язык
dc.contributor.authorGlazkova, A.V.-
dc.date.accessioned2017-05-25 13:48:24-
dc.date.available2017-05-25 13:48:24-
dc.date.issued2017-
dc.identifierDspace\SGAU\20170523\64158ru
dc.identifier.citationGlazkova A.V. An approach to natural text classification using different types of classification features // Сборник трудов III международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2017) - Самара: Новая техника, 2017. - С. 1824-1827.ru
dc.identifier.urihttp://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/An-approach-to-natural-text-classification-using-different-types-of-classification-features-64158-
dc.description.abstractThe article describes our approach to the task of text addressee detection. We consider four different types of classification features and suggest a step-by-step approach to text classification. In conclusion, the paper presents the results of the experiment that have been performed to check the classification accuracy using the proposed approach.ru
dc.language.isoenru
dc.publisherНовая техникаru
dc.subjectinformational retrievalru
dc.subjectnatural language processingru
dc.subjectdocumentru
dc.subjecttext classificationru
dc.subjectclassification featuresru
dc.subjectmachine learningru
dc.titleAn approach to natural text classification using different types of classification featuresru
dc.typeArticleru
dc.textpartThese features became the basis for classification feature selecting. The list of marker features is given in Table 1. The columns "Adult’s" and "Children's" contain the ratio of training sample texts belonging to the category to the total number of training sample texts that have the given feature value. The values stated in the columns "Adult’s" and "Children's" were produced on the basis of the analysis of the training sa...-
Располагается в коллекциях: Информационные технологии и нанотехнологии

Файлы этого ресурса:
Файл Описание Размер Формат  
paper 328_1824-1827.pdfОсновная статья579.94 kBAdobe PDFПросмотреть/Открыть
Показать базовое описание ресурса Просмотр статистики
Поделиться:



Все ресурсы в архиве электронных ресурсов защищены авторским правом, все права сохранены.