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Keywords: SHapley Additive exPlanations
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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
... prediction models to compare predictive performance with a LR model. Interpretations of the tree-based models regarding important factors in predicting rent were made using SHapley Additive exPlanations (SHAP) feature importance (FI) plots and SHAP summary plots. Findings Results indicate that tree-based...
