Table 3.
The mean predicted error according to the number of hidden layer nodes by neural network
| Number of hidden layer nodes | Learning rate | ||||||
|---|---|---|---|---|---|---|---|
| 20 | 18 | 16 | 14 | 12 | 10 | ||
| Mean square error | 27.04 | 27.12 | 27.52 | 27.56 | 27.74 | 28.51 | 0.05 |
| 26.84 | 26.94 | 27.56 | 27.44 | 27.80 | 28.46 | 0.01 | |
| 26.8 | 27.23 | 27.39 | 27.54 | 27.87 | 28.38 | 0.20 | |
| 26.94 | 27.37 | 27.38 | 27.51 | 27.86 | 28.37 | 0.50 | |