Publication detail

Modelování kvality života pomocí rozhodovacích stromů

Authors: Křupka Jiří | Kašparová Miloslava | Jirava Pavel

Year: 2010

Type of publication: článek v odborném periodiku

Name of source: E+M Ekonomie a Management

Publisher name: Technická univerzita v Liberci

Place: Liberec

Page from-to: 130-146

Titles:

Language	Name	Abstract	Keywords
cze	Modelování kvality života pomocí rozhodovacích stromů	Příspěvek prezentuje možnost využití teorie rozhodovacích stromů pro modelování problematiky kvality života ve vybrané lokalitě České republiky. Jde o klasifikaci spokojenosti obyvatel města Chrudimi s kvalitou okolního životního prostředí. Navržené modely pracují s reálnými daty získanými z dotazníkového šetření.	Regionální mangement; kvalita; klasifikace; rozhodovací stromy
eng	Quality of Life Modelling based on Decision Trees	This paper presents one of the possibilities of the decision theory that can be used in the modelling of the quality of life in a given city in the Czech Republic. Real data sets of citizen questioners for the city of Chrudim were analysed, pre-processed, and used in the model. This model is defined as classification model and it uses algorithms used in decision trees. In our case we used C5.0, CaRT, and CHAID algorithm for the modelling of the quality of life in the previously mentioned city. Similar results were achieved through out our research when using the mentioned algorithms. However, the best results were achieved when using the C5.0 algorithm. Finally, we summarized the presented problems, and compared its accuracy in classification on the basis of decision trees, with classification results based on the probabilistic neural network and the radial basis function neural network.	Regional management; Quality; Classification; Decision Trees

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