Table 3.

Different plan of some applied networks by focus on errors

HL	Design	Y-scrambling R2	Validation set error	Calculation cycles	Training set error
1	19-3-1	0.672	0.007787	668	0.009987
1	19-6-1	0.761	0.009988	564	0.009941
1	19-8-1	0.763	0.009277	456	0.009781
1	19-11-1	0.553	0.009900	787	0.009887
1	19-15-1	0.221	0.009856	623	0.009924
2	19-6-10-1	0.447	0.009677	980	0.00996
2	19-10-11-1	0.664	0.09967	1345	0.09999
2	19-13-12-1	0.774	0.9779	2321	0.09999
3	19-8-3-5-1	0.441	0.09959	1255	0.08812
3	19-7-8-6-1	0.364	0.08999	876	0.06812

Abbreviation: HL, hidden layers.