An Ensemble of Adaptive Surrogate Models Based on Local Error Expectations

Table 5

Mean values of MAE.

Benchmark test function	Total sample	PRESS	BestPRESS	PWS	EOASM
Branin	15	108.8272	83.2561	108.7975	38.8241
Hartmann-3	23	1.2506	1.1722	1.2516	0.9772
Hartmann-4	30	2.2512	2.0696	2.2534	0.7489
Hartmann-6	189	0.4521	0.6021	0.4524	0.1578
Styblinski-Tang8	240	370.6343	331.6834	370.5411	91.3723
Styblinski-Tang10	299	330.5281	308.0860	330.7615	76.8565