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

• Fengling Chen ,

  Contributed equally to this work with: Fengling Chen, Jinsen He

  Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Jinsen He ,

  Contributed equally to this work with: Fengling Chen, Jinsen He

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Huihui Liu,

  Roles Formal analysis, Writing – review & editing

  Affiliation Chinese Field Epidemiology Training Program, Chinese Center for Disease Control and Prevention (Chinese Academy of Preventive Medicine), Beijing, China

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• Zhilin Wu,

  Roles Data curation, Investigation

  Affiliation Shunyi District Center for Disease Control and Prevention, Beijing, China

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• Jiwen Wu,

  Roles Data curation, Investigation

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Kunlu He,

  Roles Data curation, Investigation

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Hongjuan Wen,

  Roles Data curation, Investigation

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Xiaohua Li,

  Roles Data curation, Investigation

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Hongwei Wu,

  Roles Data curation, Investigation

  Affiliation Chancheng District Center for Disease Control and Prevention, Foshan, Guangdong, China

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• Lang Lang,

  Roles Validation, Writing – review & editing

  Affiliation The Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0009-0007-7322-5779

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• Lijie Zhang

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: zhanglj@chinacdc.cn

  Affiliation Chinese Field Epidemiology Training Program, Chinese Center for Disease Control and Prevention (Chinese Academy of Preventive Medicine), Beijing, China

  https://orcid.org/0000-0002-1314-1190

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