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Nonlinear and interacting influence of 2D/3D factors on park cooling effect in China using Gradient Boosting Decision Tree and Shapely

Yong Liu, Yankun Sun, Yujia Ming

2025Building and Environment6 citationsDOI

Topics & Concepts

Boosting (machine learning)ChinaNonlinear systemGradient boostingDecision treeTree (set theory)Mathematical optimizationEnvironmental scienceApplied mathematicsEconometricsMathematicsComputer scienceArtificial intelligenceGeographyPhysicsMathematical analysisRandom forestArchaeologyQuantum mechanicsUrban Heat Island MitigationBuilding Energy and Comfort OptimizationUrban Green Space and Health
Nonlinear and interacting influence of 2D/3D factors on park cooling effect in China using Gradient Boosting Decision Tree and Shapely | Litcius