Computational Models for Forecasting Electric Vehicle Energy Demand

Table 3

SVR Hyperparameter optimization results.

Model	BC	KS	Epsilon	KF	PO	Standardize	MO
SVR-I	9.3477	—	1.2361	Linear	—	True	10.32
SVR-II	131.22	3.2215	45.721	Gaussian	—	True	10.3678

BC = box constraint; KF = kernel function. KS = kernel scale; PO = polynomial order; MO = minimum objective.