Table 1.
The training algorithms, artificial neuron numbers and resulted MSEs.
Algorith m | Number of Artificial Neurons | MSE | |||
---|---|---|---|---|---|
| |||||
Input Layer | Hidden Layer - I | Hidden Layer - II | Output Layer | ||
| |||||
LM | 1 | 3 | 5 | 1 | 1.85E-07 |
SCG | 1 | 2 | 5 | 1 | 9.98E-07 |
BFGS | 1 | 5 | 4 | 1 | 6.25E-07 |
BR | 1 | 2 | 2 | 1 | 1.10E-07 |
CGP | 1 | 4 | 4 | 1 | 3.55E-07 |