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	Comparison of Classification Methods Dočekal, Martin ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor) This thesis deals with a comparison of classification methods. At first, these classification methods based on machine learning are described, then a classifier comparison system is designed and implemented. This thesis also describes some classification tasks and datasets on which the designed system will be tested. The evaluation of classification tasks is done according to standard metrics. In this thesis is presented design and implementation of a classifier that is based on the principle of evolutionary algorithms. Detailed record
	Advanced Machine-Learning Methods for Text Classification Dočekal, Martin ; Otrusina, Lubomír (referee) ; Smrž, Pavel (advisor) This thesis deals with advanced machine-learning methods for text classification. At first, these methods are described, and then text classification system is created based on these methods. The system also provides tools for document preprocessing and evaluation of classifier. The thesis describes the use of the system in a real-life task. Detailed record
	Comparison of Classification Methods Dočekal, Martin ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor) This thesis deals with a comparison of classification methods. At first, these classification methods based on machine learning are described, then a classifier comparison system is designed and implemented. This thesis also describes some classification tasks and datasets on which the designed system will be tested. The evaluation of classification tasks is done according to standard metrics. In this thesis is presented design and implementation of a classifier that is based on the principle of evolutionary algorithms. Detailed record
	Advanced Machine-Learning Methods for Text Classification Dočekal, Martin ; Otrusina, Lubomír (referee) ; Smrž, Pavel (advisor) This thesis deals with advanced machine-learning methods for text classification. At first, these methods are described, and then text classification system is created based on these methods. The system also provides tools for document preprocessing and evaluation of classifier. The thesis describes the use of the system in a real-life task. Detailed record

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