Journal ArticleOPEN ACCESS

An Application of XGBoost, LightGBM, CatBoost Algorithms on House Price Appraisal System

  • Hong J
Housing Finance Research (2020) 4 33-64
DOI: 10.52344/hfr.2021.4.0.33
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Abstract

… This paper compares the predictive power of a conventional hedonic pricing model and three machine learning algorithm (XGBoost, LightGBM, CatBoost) based models by using …

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APA

Hong, J. (2020). An Application of XGBoost, LightGBM, CatBoost Algorithms on House Price Appraisal System. Housing Finance Research, 4, 33–64. https://doi.org/10.52344/hfr.2021.4.0.33

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