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Keywords: Interpretable machine learning
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Journal Articles
Predictability of Belgian residential real estate rents using tree-based ML models and IML techniques
Available to Purchase
International Journal of Housing Markets and Analysis (2024) 17 (1): 96–113.
Published: 13 April 2023
... value of analyzing tree-based ML models with interpretable machine learning (IML) techniques. Design/methodology/approach Data on Belgian residential rental properties were collected. Tree-based ML models, random forest regression and eXtreme gradient boosting regression were applied to derive rent...
