Text Categorization With 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 ...

    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.

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

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) Text Categorization with Support Vector Machines

    https://www.researchgate.net/publication/28351286_Text_Categorization_with_Support_Vector_Machines
    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 ...Author: Thorsten Joachims

(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

(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. ... neural net with a support vector machine for use as text classifiers of news items. It identified a reduction in feature set that can be in ...

Support Vector Machines - Module 3: Classification of Text ...

    https://www.coursera.org/lecture/python-text-mining/support-vector-machines-e5cEj
    It's a combination of multiple factors. But in general if explanation is not a critical requirement for the classifier, support vector machines do give you very high and very accurate classifiers, very similar to naive bayes. In fact for a lot of text classification problems, support vector machines should be one of the first ones you should try.



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