A house price valuation based on the random forest approach: the mass appraisal of residential property in South Korea

Mass appraisal is the standardized procedure of valuing a large number of properties at the same time and is commonly used to compute real estate tax. While a hedonic pricing model based on the ordinary least squares (OLS) linear regression has been employed as the traditional method in this proces...

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Bibliographic Details
Main Authors: Jengei Hong, Heeyoul Choi, Woo-sung Kim
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2020-03-01
Series:International Journal of Strategic Property Management
Subjects:
Online Access:https://journals.vgtu.lt/index.php/IJSPM/article/view/11544