Table 6.
Neurons, learning rate, and momentum of NN models.
| Input neuron | Hidden neuron | Output neuron | Learning rate | Momentum | Note | |
|---|---|---|---|---|---|---|
| NN-FE-P | 6 | 4 | 1 | 0.2 | 0.5 | According to our previous study |
| NN-FE-S | 6 | 4 | 1 | 0.9 | 0.6 | Research issue is very simple |
| NN-FE-C | 6 | 4 | 1 | 0.1 | 0.1 | Research issue is more complicated |
| NN-FE-N | 6 | 4 | 1 | 0.05 | 0.5 | Research issue is complex and very noisy |
| NN-FT-P | 19 | 10 | 1 | 0.2 | 0.5 | According to our previous study |
| NN-FT-S | 19 | 10 | 1 | 0.9 | 0.6 | Research issue is very simple |
| NN-FT-C | 19 | 10 | 1 | 0.1 | 0.1 | Research issue is more complicated |
| NN-FT-N | 19 | 10 | 1 | 0.05 | 0.5 | Research issue is complex and very noisy |