| learning_rate | RMSE | R2 score |
| 0.02 | 0.100070676 | 0.999935703 |
| 0.03 | 0.008977868 | 0.999999482 |
| 0.04 | 0.006271166 | 0.999999747 |
| 0.05 | 0.007835362 | 0.999999606 |
| 0.06 | 0.008827865 | 0.9999995 |
| 0.07 | 0.00935316 | 0.999999438 |
| 0.08 | 0.009432302 | 0.999999429 |
| 0.09 | 0.010331611 | 0.999999315 |
| 0.1 | 0.010718653 | 0.999999262 |