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National Repository of Grey Literature

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Evaluation of the Cluster Analysis Quality Schmid, Michael ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor) This bachelor's thesis concerns cluster analysis and possible ways to evaluate the quality of its results. The thesis contains theoretical introduction to cluster analysis and metrics used for evaluation of quality of its results. The thesis also documents development of an application capable of evaluating quality of results of cluster analysis using mentioned metrics. Important part of the thesis describes experiments conducted with implemented application, including design of the experiments and analysis of behavior of clustering algorithms and metrics when they are used in combination with various datasets. Detailed record

Evaluation of the Cluster Analysis Quality Schmid, Michael ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor) This bachelor's thesis concerns cluster analysis and possible ways to evaluate the quality of its results. The thesis contains theoretical introduction to cluster analysis and metrics used for evaluation of quality of its results. The thesis also documents development of an application capable of evaluating quality of results of cluster analysis using mentioned metrics. Important part of the thesis describes experiments conducted with implemented application, including design of the experiments and analysis of behavior of clustering algorithms and metrics when they are used in combination with various datasets. Detailed record

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5	Schmid, Martin

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