S. No | Hidden neurons | MSE | MAPE | RMSE | MAE | MRE |
---|---|---|---|---|---|---|
1 | 1 | 3.5571 | 20.7127 | 1.8860 | 1.6104 | 0.2071 |
2 | 3 | 0.1279 | 2.7643 | 0.3577 | 0.2240 | 0.0276 |
3 | 5 | 0.0255 | 0.6760 | 0.1597 | 0.0548 | 0.0068 |
4 | 8 | 1.0314e-04 | 0.0819 | 0.0102 | 0.0068 | 8.1939e-04 |
5 | 10 | 0.0077 | 0.6401 | 0.0879 | 0.0534 | 0.0064 |
6 | 12 | 1.1866e-08 | 7.1056e-04 | 1.0893e-04 | 5.5245e-05 | 7.1056e-06 |
7 | 14 | 1.0610e-08 | 3.4082e-04 | 1.0301e-04 | 2.7612e-05 | 3.4082e-06 |
8 | 16 | 0.0089 | 0.7797 | 0.0944 | 0.0650 | 0.0078 |
9 | 20 | 4.0350e-05 | 0.0172 | 0.0064 | 0.0014 | 1.7164e-04 |
10 | 23 | 1.3678e-04 | 0.0377 | 0.0117 | 0.0031 | 3.7663e-04 |
11 | 25 | 1.5602e-09 | 2.8722e-04 | 3.9499e-05 | 2.2331e-05 | 2.8722e-06 |
12 | 28 | 2.7572e-04 | 0.0522 | 0.0166 | 0.0042 | 5.2163e-06 |
13 | 32 | 1.5323e-09 | 2.3008e-04 | 3.9145e-05 | 1.8640e-05 | 2.3008e-06 |
14 | 34 | 6.5638e-09 | 5.3788e-05 | 8.1017e-05 | 4.1820e-05 | 5.3788e-07 |
15 | 36 | 1.3931e-08 | 8.8433e-04 | 1.1803e-04 | 6.8755e-05 | 8.8433e-06 |
16 | 40 | 1.9713e-08 | 9.5805e-04 | 1.4040e-04 | 7.7617e-05 | 9.5805e-06 |
17 | 42 | 3.3233e-04 | 0.0323 | 0.0182 | 0.0026 | 3.2299e-04 |
18 | 44 | 1.6166e-12 | 1.0165e-05 | 1.2715e-06 | 8.2352e-07 | 1.0165e-07 |
19 | 46 | 1.9161e-07 | 8.6964e-04 | 4.3774e-04 | 7.0454e-05 | 8.6964e-06 |
20 | 50 | 0.0012 | 0.0512 | 0.0346 | 0.0041 | 5.1218e-04 |