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  • Combining classifiers with multimethod approach
    Lenič, Mitja ; Kokol, Peter, 1957-
    The automatic induction of classifiers from examples is an important technique used in data mining. One of the problems encounteres is how to induce a good classifier without overfitting. Although, ... there is a lot of research going on in this field, the research is mainly focused on a specific machine learning method or on a specific combination of those methods. In this paper a multimethod approach to combine classifiers is presented that combines advantages of single methods and avoids theirs disadvantages at the same time by applying different methods on the same knowledge model, each of which may contain inherent limitations, with the expectation that the combined multiple methods may produce better results.
    Vir: Soft computing systems : design, management and applications (Str. 374-383)
    Vrsta gradiva - prispevek na konferenci
    Leto - 2002
    Jezik - angleški
    COBISS.SI-ID - 7570454

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