| Metric | Model Type | ||
| Linear Model | Polynomial Model | Shallow NN | |
| R2 (tr) | 1.0 | 1.0 | 1.0 |
| R2 (te) | 0.21 | 0.12 | 0.33 |
| Slope (tr) | 1.0 | 1.0 | 1.0 |
| Slope (te) | 0.03 | 0.0 | 0.09 |
| RMSE (tr) | 0.0 | 0.0 | 0.112 |
| RMSE (te) | 429.89 | 2688.15 | 169.37 |
| Max Error (tr) | 0.0 | 0.0 | 0.22 |
| Max Error (te) | 1182.91 | 7799.17 | 500.01 |