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	The IINC System under the ROOT Environment Jiřina, Marcel Detailed record
	IINC Software Jiřina, Marcel Fulltext: content.csg - PDF Plný tet: v1225-15 - PDF Detailed record
	Influence of Metric on Classification Error of Distance-Based Classifiers Jiřina, Marcel Five types of classifiers that use sample distances for class estimation of an unknown sample was tested. Each classifier was tested with fifteen different metrics on 24 classification tasks from the UCI Machine Learning Repository. The metrics were compared and the best of them was found for each classifier. Surprisingly, the best metrics for all five types of classifiers is the Hassanat metrics. Classifiers were also compared and ranked according to their classification ability. Wilcoxon Test and Friedman Aligned test were used for statistical evaluation. Fulltext: content.csg - PDF Plný tet: v1211-14 - PDF Detailed record

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