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A comparative study of machine learning models for construction costs prediction with natural gradient boosting algorithm and SHAP analysis

Pobithra Das, Abul Kashem, Imrul Hasan, Mominul Islam

2024Asian Journal of Civil Engineering48 citationsDOI

Topics & Concepts

Gradient boostingBoosting (machine learning)Computer scienceMachine learningArtificial intelligenceAlgorithmRandom forestInfrastructure Maintenance and MonitoringBIM and Construction IntegrationOccupational Health and Safety Research
A comparative study of machine learning models for construction costs prediction with natural gradient boosting algorithm and SHAP analysis | Litcius