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Explainable heat-related mortality with random forest and SHapley Additive exPlanations (SHAP) models

Yesuel Kim, Young‐Chul Kim

2022Sustainable Cities and Society331 citationsDOI

Topics & Concepts

EstimationHyperparameterUnit (ring theory)Socioeconomic statusClimate changeEnvironmental scienceUrban heat islandRandom forestHeat waveGeographyPhysical geographyEconometricsComputer scienceMeteorologyMachine learningMathematicsEnvironmental healthEcologyEngineeringMedicinePopulationBiologyMathematics educationSystems engineeringClimate Change and Health ImpactsAir Quality and Health ImpactsGlobal Health Care Issues
Explainable heat-related mortality with random forest and SHapley Additive exPlanations (SHAP) models | Litcius