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Keywords: XGBRegressor
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Journal Articles
Smart and Sustainable Built Environment 1–15.
Published: 17 March 2026
... prediction. Using the ASHRAE II dataset, an XGBRegressor model is trained on 27 key environmental features to predict PMV values. SHAP analysis is then applied to elucidate the contribution of each feature, providing transparency and enabling energy-optimized HVAC control. This approach directly...
