Investigating the Influence Patterns of the Built Environment on Residents’ Self-Rated Health: An Interpretable Machine Learning Approach

With the acceleration of urbanization, the impact of built community environments on residents’ health has emerged as a research focus in urban geography and public health. This study examines 25 representative communities in Wuhan, China, employing a combination of questionnaire surveys and multi-s...

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Bibliografische Detailangaben

Hauptverfasser:	Ying Ding, Hui He, Yuan Li, Xin-Yue Zhao, Han Zhang, Tong Zhang
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2025-12-01
Schriftenreihe:	Buildings
Schlagworte:	built environment self-rated health XGBoost SHAP
Online-Zugang:	https://www.mdpi.com/2075-5309/16/1/66
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