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stat.AP2021★ 1 cited
Spatial prediction of apartment rent using regression-based and machine learning-based approaches with a large dataset
Takahiro Yoshida, Hajime Seya
Employing a large dataset (at most, the order of n = 10^6), this study attempts enhance the literature on the comparison between regression and machine learning (ML)-based rent pri…
stat.AP2019★ 2 cited
A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN
Hajime Seya, Daiki Shiroi
The hedonic approach based on a regression model has been widely adopted for the prediction of real estate property price and rent. In particular, a spatial regression technique ca…