Machine Learning Models Using SHapley Additive exPlanation for Fire Risk Assessment Mode and Effects Analysis of Stadiums.

Lu, Ying; Fan, Xiaopeng; Zhang, Yi; Wang, Yong; Jiang, Xuepeng

Lu, Ying; Fan, Xiaopeng; Zhang, Yi; Wang, Yong; Jiang, Xuepeng.

Afiliação

Lu Y; School of Resource and Environmental Engineering, Wuhan University of Science and Technology, Wuhan 430081, China.
Fan X; Hubei Industrial Safety Engineering Technology Research Center, Wuhan 430081, China.
Zhang Y; School of Resource and Environmental Engineering, Wuhan University of Science and Technology, Wuhan 430081, China.
Wang Y; School of Resource and Environmental Engineering, Wuhan University of Science and Technology, Wuhan 430081, China.
Jiang X; School of Resource and Environmental Engineering, Wuhan University of Science and Technology, Wuhan 430081, China.

Sensors (Basel) ; 23(4)2023 Feb 14.

Article em En | MEDLINE | ID: mdl-36850757

Palavras-chave

SHapley Additive exPlanations (SHAP); equipment management; random forest algorithm; risk assessment model; stadium fire risk

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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