Computational Models for Forecasting Electric Vehicle Energy Demand

Table 4

GPR hyperparameter optimization results.

Model	Sigma	BF	KF	KS	Standardize	MO
GPR-I	0.013969	Linear	Ardexponential	—	True	10.355
GPR-II		Linear	Exponential	1.608	False	10.355

BF = basis function; KF = kernel function. KS = kernel scale; MO = minimum objective.