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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Hong-Juan Wen

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Open access Sep 2026

Predictive association between control measures and chikungunya fever incidence based on random forest and SHAP analysis

Background Using the 2025 Chikungunya fever (CHIK) outbreak in Chancheng District, Foshan City, this study applied a random forest (RF) regression model combined with SHapley Additive exPlanations (SHAP) to explore predictive associations, nonlinear relationships and potential thresholds between environmental–social fa...

Feng-Ling Chen, Jin-Sen He, Hui-Hui Liu et al. · 0 citations

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