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Browsing by Subject "NEFCLASS"

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    Item type:Article, Access status: Open Access ,
    Hybrid neuro-fuzzy classifier based on NEFCLASS model
    (Wydawnictwa AGH, 2011) Gliwa, Bogdan; Byrski, Aleksander
    The paper presents hybrid neuro-fuzzy classifier, based on NEFCLASS model, which was modified. The presented classifier was compared to popular classifiers - neural networks and k-nearest neighbours. Efficiency of modifications in classifier was compared with methods used in original model NEFCLASS (learning methods). Accuracy of classifier was tested using 3 datasets from UCI Machine Learning Repository: iris, wine and breast cancer wis-consin. Moreover, influence of ensemble classification methods on classification accuracy was presented.