Research Article
Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model
Algorithm 1
Grid search procedure for GPR hyperparameter determination.
Establishing Subset1, Subset2 | Establishing ParSet | PM = // Performance matrix | For // N P = number of hyper parameters in ParameterSet | | For | | Train GPR model with Subset1 | GPR model prediction with Subset2 | PM(i,j) = RMSE of Subset2 | // RMSE denotes the Root Mean Squared Error | End For | End For | Finding the best set of based on PM |
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