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Performance Evaluation of SVM-Based Information Extraction using τ Margin Values

Kuspriyanto, Kuspriyanto and Santoso, Oerip S and Widyantoro, Dwi H and Sastramihardja, Husni and Muludi, Kurnia and Maimunah, Siti (2010) Performance Evaluation of SVM-Based Information Extraction using τ Margin Values. International Journal on Electrical Engineering and Informatics, 2 (4). pp. 256-265. ISSN 2085-6830

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    Abstract

    The rapid growth of Internet causes the abundance of textual information. It is necessary to have smart tools and methods than can access text content as needed. One of the success methods is Support Vector Machine (SVM). This paper will discuss how the performance of the SVM-GATE algorithm on extracting information from Indonesian language corpus in response toτ margin variation. Experimental results show that there is optimumτ margin for both Indonesian corpus of Vegetable Market and Seminar Announcement Corpus. The best Performance of SVM-GATE obtained at the τ Margin of 0.5 and the Window Size of 4x4.

    Item Type: Article
    Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Divisions: Fakultas Matematika dan Ilmu Pengetahuan Alam (MIPA) > S1 Ilmu Komputer
    Depositing User: Kurnia . Muludi
    Date Deposited: 26 Nov 2015 15:27
    Last Modified: 26 Nov 2015 15:27
    URI: http://repository.unila.ac.id/id/eprint/824

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