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. 2022 Jul 2;12:11217. doi: 10.1038/s41598-022-15421-1

Table 1.

Optimised hyperparameters of trained Gaussian process regression models.

1st Model of {Le,r,ν,θ} 2nd Model of {ΔL,r,ν,h}
Basis function Constant Constant
Kernel function Nonisotropic matern 5/2 Nonisotropic exponential
Kernel scale 1.4247 0.41212
σ 0.009315 0.00063918
Standardise true false