Table 2.
Evaluation of the effect of different training algorithms on the performance of multilayer feedforward NN with 144-70-1 topology.
| Training function | Time (sec) | Performance (MSE) |
|---|---|---|
| BFG | 58 | 0.000426 |
| BR | 35 | 3.69e-6 |
| CGB | 11 | 0.0128 |
| CGF | 11 | 0.0156 |
| CGP | 13 | 0.0160 |
| GD | 6 | 0.117 |
| GDM | 6 | 0.100 |
| GDA | 6 | 0.0950 |
| GDX | 6 | 0.0383 |
| LM | 27 | 1.32E-7 |
| OSS | 13 | 0.0198 |
| R | 226 | 0.0503 |
| RP | 6 | 0.0183 |
| SCG | 10 | 0.0154 |