Predicting geriatric environmental safety perception assessment using LightGBM and SHAP framework

Study area overview

Xiamen, a coastal city in southeast China. The city’s center, Xiamen Island (Fig. 1), is highly urbanized and densely populated, with Siming District as its core and Huli District having expansion potential. The municipal…

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