| Number of epochs | |||||||
| 10 | 20 | 50 | 75 | 76 | 77 | 80 | 100 |
Train SSE | 1.554 | 8.641 | 10.912 | 1.547 | 4.298 | 6.491 | 1.725 | 5.042 |
Train RE | 0.004 | 0.023 | 0.030 | 0.004 | 0.012 | 0.018 | 0.005 | 0.014 |
Training time taken | 0:00:00.37 | 0:00:00.16 | 0:00:00.15 | 0:00:00.56 | 0:00:00.30 | 0:00:00.22 | 0:00:00.60 | 0:00:00.17 |
Test SSE | 0.718 | 2.238 | 3.444 | 0.788 | 1.679 | 2.667 | 0.920 | 2.314 |
Test RE | 0.007 | 0.023 | 0.036 | 0.007 | 0.017 | 0.024 | 0.009 | 0.021 |
Holdout RE | 0.007 | 0.022 | 0.029 | 0.009 | 0.014 | 0.026 | 0.011 | 0.020 |