| Number of hidden layers (activation function of hidden layers is sigmoid) | Number of hidden layers (activation function of hidden layers is hyperbolic tangent) | ||
| 1 (hidden nodes = 3) | 2 (hidden nodes in first layer =3, hidden nodes in second layer = 2) | 1 (hidden nodes = 3) | 2 (hidden nodes in first layer =3, hidden nodes in second layer = 2) |
Train SSE | 1.266 | 1.964 | 25.509 | 1.286 |
Train RE | 0.004 | 0.005 | 0.070 | 0.004 |
Training time taken | 0:00:00.41 | 0:00:00.58 | 0:00:00.10 | 0:00:00.62 |
Test SSE | 0.647 | 0.761 | 7.065 | 1.198 |
Test RE | 0.006 | 0.007 | 0.070 | 0.012 |
Holdout RE | 0.008 | 0.009 | 0.090 | 0.010 |