Feature selection in text categorization based on cloud model
|Feature selection in text categorization based on cloud model|
|Author(s)||Liu Y., Hao L., Zhao D.|
|Published in||Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, ICUIMC'12|
|Keyword(s)||Cloud model, Feature selection, Text classification (Extra: Classification results, Cloud models, Selection methods, Text categorization, Text classification, Wikipedia, Communication, Feature extraction, Information management, Text processing)|
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Feature selection in text categorization based on cloud model is a 2012 conference paper written in English by Liu Y., Hao L., Zhao D. and published in Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, ICUIMC'12.
In text domains, effect feature selection is to use a small amount of core information to delegate the text itself. This paper presents a new featured selection method with cloud model on text classification that was gathered from Wikipedia featured articles. The results reveal that the new featured selection metric based on cloud model outperformed the others. It can use a few featured to delegate text and achieve a good classification results.
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