Table 3. Comparison of prediction with different hidden layer nodes (SCG).
Hidden layer nodes | Epoch | Performance | Gradient | Validation Checks |
---|---|---|---|---|
7 | 172 | 0.000734 | 0.00148 | 6 |
8 | 190 | 0.000707 | 0.000655 | 6 |
9 | 142 | 0.00122 | 0.00349 | 6 |
10 | 179 | 0.000906 | 0.00158 | 6 |
11 | 229 | 0.000783 | 0.00156 | 6 |
12 | 96 | 0.00167 | 0.00519 | 6 |
13 | 142 | 0.000960 | 0.00176 | 6 |
14 | 174 | 0.000851 | 0.00399 | 6 |