Step-by-Step Penalized Blind Kriging Methods for Surrogate Modeling

Table 4

Data simulation results of the function TF.

Method	Lasso		Elastic Net
	MRMSPE	CPU(s)	MRMSPE	CPU(s)
PBK	0.352 8	3896.31	0.355 9	13 416.90
M1	0.205 1	578.45	0.268 5	1297.63
M2	0.109 1	888.38	0.262 9	2286.61
M3	0.108 3	3924.61	0.147 6	14 977.26