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Comparison of the potency of application KDD methods and statistical methods in the analysis of ADAMEK data
 Líbal, Petr ; Rauch, Jan (advisor) ; Berka, Petr (referee)
This bachelor thesis compares association rules and logistic regression. For this comparison medical data Adamek have been used. The relationship between attributes belonging to a group of Physical examinations and Difficulty has been studied. Both methods are theoretically described, their connection with the related common areas is mentioned - the analysis of market basket in the case of association rules, linear regression in the case of logistic regression. Before the analysis attributes are described with basic statistics and the distribution of values is graphically illustrated. In both cases, analysis proceed the same way. First, the relationship of each difficulty is examined, then is examined relationship of difficulties in general. In conclusion, the results of both methods is compared.
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