Table 3.
Model evaluation results of each single run
| Run | Training AUC | Testing AUC | Training omission ratea | Testing omission rate | P value |
|---|---|---|---|---|---|
| 1 | 0.833 | 0.827 | 0.009 | 0.017 | < 0.0001 |
| 2 | 0.832 | 0.829 | 0.008 | 0.005 | < 0.0001 |
| 3 | 0.832 | 0.833 | 0.011 | 0.022 | < 0.0001 |
| 4 | 0.833 | 0.827 | 0.009 | 0.010 | < 0.0001 |
| 5 | 0.833 | 0.828 | 0.009 | 0.012 | < 0.0001 |
| 6 | 0.832 | 0.841 | 0.008 | 0.010 | < 0.0001 |
| 7 | 0.833 | 0.835 | 0.008 | 0.005 | < 0.0001 |
| 8 | 0.833 | 0.822 | 0.009 | 0.022 | < 0.0001 |
| 9 | 0.832 | 0.833 | 0.011 | 0.010 | < 0.0001 |
| 10 | 0.834 | 0.818 | 0.008 | 0.015 | < 0.0001 |
aBalance training omission, predicted area and the threshold value