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

Table 4

Results of the association.

		Engel_mod + N2PFA
		Min	Mean	Max
Nb_I	val	5	7.98	10
	%	62%	< >	38%
Nb_H	val	1	2.16	3
	%	72%	< >	28%
Nb_θ	val	10	15.42	25
	%	72%	< >	28%
NSSE_ID	val	179070	232323	463450
	%	80%	< >	20%
NSSE_val	val	189300	244752	487760
	%	80%	< >	20%
Mean; error_ID	val	2.28𝐸−11	5.94	272.69
	%	98%	< >	0.02
Standard deviation; error_ID	val	423.2	478.5974	680.82
	%	80%	< >	20%
Mean; error_val	val	0.02	14.22	270.79
	%	84%	< >	16%
standard deviation; error_val	val	435.06	490.69	698.31
	%	80%	< >	20%
Duration	val	502.58	629.18	1189.5
	%	68%	< >	32%