Dataset Size | Training Performance | Validation Performance | Training Regression coefficient | Validation Regression coefficient | Test Performance | Test Regression coefficient | Stopping Criteria | #Epochs | Best Epoch |
30 | 42.13 | 68.15 | 0.94 | 0.96 | 45.49 | 0.92 | Validation | 8 | 2 |
40 | 15.91 | 91.37 | 0.99 | 0.81 | 47.73 | 0.94 | Validation | 8 | 2 |
50 | 14.54 | 108.62 | 0.98 | 0.85 | 35.85 | 0.94 | Validation | 11 | 5 |
60 | 25.87 | 15.17 | 0.96 | 0.97 | 24.79 | 0.96 | Validation | 11 | 5 |
100 | 21.77 | 18.57 | 0.97 | 0.97 | 24.55 | 0.96 | Validation | 11 | 5 |
150 | 20.06 | 17.45 | 0.97 | 0.97 | 20.66 | 0.96 | Validation | 11 | 5 |
200 | 18.82 | 15.28 | 0.97 | 0.97 | 19.14 | 0.97 | Validation | 13 | 7 |
250 | 19.68 | 40.41 | 0.97 | 0.93 | 20.73 | 0.96 | Validation | 9 | 3 |
300 | 17.4 | 25.72 | 0.97 | 0.96 | 19 | 0.97 | Validation | 10 | 4 |