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National Repository of Grey Literature

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Metoda váhované metriky s nehladkým procesem učení Jiřina, Marcel ; Jiřina jr., M. A new approach to the Learning Weighted Metrics method for optimized classification of data with 1-NN rule Vidal is proposed. New approach is based on application of updating rule similar to one of Madaline neural network, and on dynamic optimization of the step size similar to Runge's method of half step. A short theory is given and the classification ability is demonstrated. Fulltext: content.csg - PDF Plný tet: v1026-08 - PDF Detailed record

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