Hybrid metaheuristic optimized Catboost models for construction cost estimation of concrete solid slabs

Hybrid metaheuristic optimized Catboost models for construction cost estimation of concrete solid slabs

Abstract Accurate construction cost prediction is essential for effective project planning and resource allocation, particularly in the competitive construction industry. This study introduces an advanced approach to predicting the costs of concrete solid slabs by combining the Categorical Boosting...

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Bibliographic Details
Main Authors: Nanes Hassanin Elmasry, Mohamed Kamel Elshaarawy
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Construction cost prediction
CatBoost
Concrete
Solid slabs
Metaheuristic optimization
SHAP analysis
Online Access:https://doi.org/10.1038/s41598-025-06380-4
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https://doi.org/10.1038/s41598-025-06380-4

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