Table 3.

The learning results of the artificial neural networks included in the tests for Sensor 2 (MRW-2).

Network Structure	Correlation Coefficient			Matching Error			Activation Function—Neurons
	Set			Set			Hidden	Output
	Training	Test	Validation	Training	Test	Validation
MLP 1-5-1	0.99861	0.99725	0.99896	0.020398	0.020601	0.020035	logistic	logistic
MLP 1-3-1	0.99934	0.99786	0.99970	0.00002987	0.0000968	0.0000130	linear	linear
MLP 1-6-1	0.99879	0.99742	0.99917	0.0001570	0.0002180	0.00013725	logistic	linear
MLP 1-2-1	0.99924	0.99781	0.99961	0.00003421	0.00009938	0.00001723	hyperbolic tangent	linear
MLP 1-2-1	0.99934	0.99786	0.99970	0.000029725	0.00009698	0.000012916	linear	linear