Table 6.

The learning results of the artificial neural networks included in the tests for Sensor 5 (MRW-5).

Network Structure	Correlation Coefficient			Matching Error			Activation Function—Neurons
	Set			Set			Hidden	Output
	Training	Test	Validation	Training	Test	Validation
MLP 1-2-1	0.99566	0.99609	0.99579	0.00008085	0.000073	0.000073	hyperbolic tangent	linear
MLP 1-6-1	0.99560	0.99606	0.99574	0.00008197	0.000074	0.000074	linear	linear
MLP 1-3-1	0.99575	0.99614	0.99582	0.00007990	0.000073	0.000074	linear	linear
MLP 1-2-1	0.99575	0.99614	0.99582	0.00007911	0.000072	0.000073	linear	linear
MLP 1-7-1	0.995022	0.99552	0.99523	0.00011079	0.000101	0.000099	hyperbolic tangent	exponential