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Keywords: K-fold cross-validation
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Journal Articles
Soft computing for estimating concrete strength in marine settings using water and environmental data
Available to Purchase
Journal:
Maritime Engineering
Maritime Engineering (2025) 178 (4): 108–128.
Published: 27 October 2025
... input variables was split into training (80%) and testing (20%) phases. Model reliability was assessed using performance metrics, K-fold cross-validation, and uncertainty analysis. Particle swarm optimisation ( PSO ) was applied to optimise model hyperparameters. Results indicated that PSO-XGBoost...
