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Compilation of the resultant prediction errors (RMSE) at various parameter levels.
| Dataset Studied | No. of Hidden Neurons | Learning Rate | RMSE |
|---|---|---|---|
| Inj_XY 50% Data proportion |
25 | 0.9 | 0.04184 |
| 20 | 0.9 | 0.04794 | |
| 15 | 0.9 | 0.04788 | |
| 5 | 0.9 | 0.06042 | |
| 25 | 0.7 | 0.04656 | |
| 20 | 0.7 | 0.05075 | |
| 15 | 0.7 | 0.05377 | |
| 5 | 0.7 | 0.06047 | |
| 25 | 0.5 | 0.05038 | |
| 20 | 0.5 | 0.05038 | |
| 15 | 0.5 | 0.05042 | |
| 5 | 0.5 | 0.06054 | |
| 25 | 0.3 | 0.05050 | |
| 20 | 0.3 | 0.05067 | |
| 15 | 0.3 | 0.04869 | |
| 5 | 0.3 | 0.04841 | |
| 25 | 0.1 | 0.05390 | |
| 20 | 0.1 | 0.05267 | |
| 15 | 0.1 | 0.05262 | |
| 5 | 0.1 | 0.05561 |
