Forecasting housing prices in Turkey by machine learning methods

In this study, decision tree regression, artificial neural networks (ANN) and support vector machines (SVM) methods are applied by using monthly data for the period 2013-2020 in the estimation of housing sales in Turkey. In the analysis, the volume of individual mortgage loans offered by banks, the...

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Bibliographic Details
Main Authors: Mehmet Kayakuş, Mustafa Terzioğlu, Filiz Yetiz
Format: Article
Language:English
Published: Firenze University Press 2022-03-01
Series:Aestimum
Subjects:
Online Access:https://oaj.fupress.net/index.php/ceset/article/view/12320