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https://link.springer.com/content/pdf/10.1007%2FBFb0026683.pdf
Text Categorization with Support Vector Machines: Learning with Many Relevant Features Thorsten Joachims Universit£t Dortmund lnformatik LS8, Baroper Str. 301 44221 Dortmund, Germany Abstract. This paper explores the use of Support Vector Machines (SVMs) for learning text classifiers from examples. It analyzes the par-Cited by: 10558
http://www.cs.cornell.edu/people/tj/publications/joachims_98a.pdf
tional text classi cation metho ds SVMs will pro etobe v ery robust, eliminating the need for exp ensiv e parameter tuning. 2 T ext Categorization The goal of text categorization is the classi cation of do cumen ts in to a xed n um b er of prede ned categories. Eac h do cumen t can b e in m ultiple, exactly one, or no category at all. Using mac
https://link.springer.com/chapter/10.1007%2FBFb0026683
Jun 16, 2005 · This paper explores the use of Support Vector Machines (SVMs) for learning text classifiers from examples. It analyzes the particular properties of learning with text data and identifies why SVMs are appropriate for this task. Empirical results support the theoretical findings.Cited by: 10558
http://www.ist.temple.edu/~vucetic/cis525spring2004/meghneel.ppt
Text Categorization With Support Vector Machines: Learning With Many Relevant Features By Thornsten Joachims Presented By Meghneel Gore Goal of Text Categorization Classify documents into a number of pre-defined categories.
https://www.academia.edu/25813855/Support_vector_machines_for_text_categorization
Text categorization is the process of sorting text documents into one or more predefined categories or classes of similar documents. Differences in the results of such categorization arise from the feature set chosen to base the association of a
https://www.researchgate.net/publication/221183673_Support_Vector_Machines_for_Text_Categorization
Support Vector Machines for Text Categorization. ... [12] introduced a comparison between neural net with a support vector machine for use as text classifiers of news items. It identified a ...
https://isn.ucsd.edu/courses//774/2001/lsa.pdf
Text Categorization(TC) is an important component in many information organization and information management tasks. Two key issues in TC are feature coding and classifier design. In this paper Text Categorization via Support Vector Machines(SVMs) approach based …
https://www.irjet.net/archives/V4/i2/IRJET-V4I227.pdf
Text Document categorization using support vector machine Shugufta Fatima, Dr. B. Srinivasu Shugufta Fatima M.Tech Dept. of Computer Science and Engineering , Stanley College of Engineering and Technology for Women, Telangana- Hyderabad, India. Dr. B. Srinivasu Associate Professor
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