Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model

Table 2

Results obtained on system 2.

		Nb_I		Nb_H		NB_θ		Duration
		val	%	val	%	val	%	val	%
Engel	Min	8	14%	7	38%	71	42%	3.10𝐸−02	66%
	Mean	9.84	< >	9.44	< >	112.9	< >	5.00𝐸−02	< >
	Max	10	89%	10	62%	121	58%	9.40𝐸−02	34%
Engel_mod	Min	10		2	70%	22	48%	0.22	62%
	Mean	10	< >	3.14	< >	36.8	< >	0.7	< >
	Max	10		6	30%	64	52%	1.03	38%
N2PFA	Min	4	70%	2	52%	13	60%	3.49	48%
	Mean	5.52	< >	3.92	< >	32.7	< >	5.74	< >
	Max	10	30%	10	48%	97	40%	8.11	52%
OBS_L_MSSE	Min	4	48%	2	46%	8	52%	142.1	52%
	Mean	5.72	< >	4.7	< >	17	< >	160.4	< >
	Max	9	52%	9	54%	32	46%	180	48%