Combined Method of Text Classification
A subject of this article is a method of classification of texts in Russian, which integrates the algorithms of frequential, morphological and intellectual data mining. The article proposes a procedure for the classification of texts with the use of frequential indices and regression trees. The resu...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
FRUCT
2017-04-01
|
| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://fruct.org/publications/abstract20/files/Oso.pdf |
| Summary: | A subject of this article is a method of classification of texts in Russian, which integrates the algorithms of frequential, morphological and intellectual data mining. The article proposes a procedure for the classification of texts with the use of frequential indices and regression trees. The results of experiments are presented showing an application of the method for recognition of individual writing styles and functional styles of articles and other publications. |
|---|---|
| ISSN: | 2305-7254 2343-0737 |