Text Categorization And Support Vector Machines

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Text categorization with Support Vector Machines: Learning ...

    https://link.springer.com/chapter/10.1007%2FBFb0026683
    Jun 16, 2005 · Abstract. 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.Cited by: 10558

Text Categorization with Support Vector Machines: Learning ...

    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

ecml98 - Cornell University

    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

Text categorization with Support Vector Machines ...

    https://dl.acm.org/doi/10.1007/BFb0026683
    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.

(PDF) Support Vector Machines for Text Categorization.

    https://www.researchgate.net/publication/221183673_Support_Vector_Machines_for_Text_Categorization
    Support Vector Machines for Text Categorization. ... Linear Support Vector Machines (SVMs) are particularly promising because they are very accurate, quick to train, and quick to evaluate.

Text Categorization With Support Vector Machines: Learning ...

    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.

(PDF) Support vector machines for text categorization ...

    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

Support Vector Machines for Text Categorization

    https://dl.acm.org/citation.cfm?id=821531
    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 given document with a givencategory.Cited by: 168

Support vector machines and machine learning on documents

    https://nlp.stanford.edu/IR-book/html/htmledition/support-vector-machines-and-machine-learning-on-documents-1.html
    Support vector machines: The Up: irbook Previous: Exercises Contents Index Support vector machines and machine learning on documents Improving classifier effectiveness has been an area of intensive machine-learning research over the last two decades, and this work has led to a new generation of state-of-the-art classifiers, such as support vector machines, boosted decision trees, regularized ...



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