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Erschienen in:
2009 | OriginalPaper | Buchkapitel
Comparative Analysis of Evolutionary Fuzzy Models for Premises Valuation Using KEEL
verfasst von : Marek Krzystanek, Tadeusz Lasota, Bogdan Trawiński
Erschienen in: Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Verlag: Springer Berlin Heidelberg
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The experiments aimed to compare evolutionary fuzzy algorithms to create models for the valuation of residential premises were conducted using KEEL. Out of 20 algorithms divided into 5 groups to final comparison five best were selected. All models were applied to actual data sets derived from the cadastral system and the registry of real estate transactions. A dozen of predictive accuracy measures were employed. Although statistical tests were not decisive, final evaluation of models could be done on the basis of the measures used.