Hidden neuron Units | Examined Criteria for determination of hidden neuron Units | Data set1 MSE | Data set2 MSE | Data set3 MSE |
33 |
| 7.5783e−04 | 7.5783e−04 | 7.5783e−04 |
130 |
| 3.3291e−04 | 3.4342e−04 | 3.9400e−04 |
12 |
| 9.5408e−04 | 1.1030e−03 | 1.1380e−03 |
74 |
| 8.0641e−04 | 8.4120e−04 | 8.6321e−04 |
119 |
| 0.0016 | 0.0019 | 0.0020 |
23 |
| 0.0011 | 0.0012 | 0.0013 |
89 |
| 6.7827e−04 | 6.9402e−04 | 7.0476e−04 |
62 |
| 8.8395e−04 | 8.9911e−04 | 9.1059e−04 |
35 |
| 0.0018 | 0.0021 | 0.0022 |
124 |
| 3.1087e−04 | 3.4500e−04 | 3.6651e−04 |
50 |
| 5.0931e−04 | 5.3125e−04 | 5.5697e−04 |
116 |
| 3.7581e−04 | 3.9733e−04 | 4.1111e−04 |
85 |
| 4.6975e−04 | 4.8956e−04 | 4.9577e−04 |
28 |
| 4.7696e−04 | 4.9023e−04 | 5.0789e−04 |
106 |
| 5.9167e−04 | 6.0045e−04 | 6.1072e−04 |
57 |
| 4.7917e−04 | 4.8232e−04 | 5.2004e−04 |
70 |
| 7.1026e−04 | 7.5088e−04 | 7.7720e−04 |
92 |
| 5.0730e−04 | 5.6589e−04 | 5.8301e−04 |
111 |
| 0.0010 | 0.0011 | 0.0012 |
8 |
| 0.0013 | 0.0016 | 0.0019 |
46 |
| 6.4050e−04 | 6.7652e−04 | 6.9137e−04 |
128 |
| 0.0016 | 0.0018 | 0.0019 |
76 |
| 7.1067e−04 | 7.3284e−04 | 7.6471e−04 |
131 |
| 0.0011 | 0.0013 | 0.0015 |
60 |
| 0.0013 | 0.0015 | 0.0016 |
51 |
| 9.1476e−04 | 9.4678e−04 | 9.7125e−04 |
26 |
| 0.0016 | 0.0018 | 0.0019 |
102 |
| 7.2283e−04 | 7.5392e−04 | 7.7487e−04 |
11 |
| 0.0013 | 0.0014 | 0.0016 |
94 |
| 0.0012 | 0.0014 | 0.0015 |
36 |
| 0.0012 | 0.0015 | 0.0018 |
87 |
| 7.6306e−04 | 7.8540e−04 | 7.9121e−04 |
55 |
| 4.2964e−04 | 4.6008e−04 | 4.8257e−04 |
24 |
| 0.0023 | 0.0026 | 0.0029 |
80 |
| 0.0017 | 0.0018 | 0.0019 |
108 |
| 2.9367e−04 | 3.1955e−04 | 3.4276e−04 |
16 |
| 6.1773e−04 | 6.9457e−04 | 7.0121e−04 |
72 |
| 6.7910e−04 | 6.9122e−04 | 7.0011e−04 |
121 |
| 8.6702e−04 | 8.9780e−04 | 9.2144e−04 |
7 |
| 6.8433e−04 | 6.9510e−04 | 7.0281e−04 |
49 |
| 9.4473e−04 | 9.7568e−04 | 9.9045e−04 |
68 |
| 9.1865e−04 | 9.7403e−04 | 9.9947e−04 |