Table 6.

Network error (MSE).

No	Design MLP input-hidden-output	Training error	Test error	Validation error
1	MLP 3-10-8	0.550	0.730	0.726
2	MLP 3-12-8	0.571	0.653	0.747
3	MLP 3-13-8	0.584	0.636	0.750
4	MLP 3-14-8	0.634	0.571	0.692
5	MLP 3-15-8	0.520	0.750	0.701
6	MLP 3-16-8	0.547	0.661	0.799
7	MLP 3-17-8	0.548	0.559	0.751
8	MLP 3-18-8	0.577	0.623	0.677
9	MLP 3-19-8	0.518	0.830	0.640
10	MLP 3-20-8	0.534	0.685	0.738