Wpływ metody doboru cech na efektywność klasyfikacji na przykładzie analizy jakości życia w świetle zrównoważonego rozwoju
The influence of the method of the feature selection on the classification’s efficiency based on the quality of life in light on the sustainable development

Summary/Abstract: In the article attempts to answer the question: Do the results, obtained by means of the various feature selection method, have any influence on the classification’s efficiency? For the analysis two methods were used: parametric method and the matrix inverse method of the correlation coefficients. The effectiveness of classifications was checked by use of homogeneity, heterogeneity and correctness of clustering coefficients. The approach was used in the assessment of the classification’s efficiency, with the center of gravity replaced with the Weber’s median. The analysis was local and concerned the districts in zachodniopomorskie province in terms of the quality of life in the light of sustainable development.

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