Table 4.
Description of cross-validation results for FNUSA and MAYO datasets.
| Segments per category | AUROC | AUPRC | ||
|---|---|---|---|---|
| FNUSA | MAYO | FNUSA | MAYO | |
| 1000 | 0.895 ± 0.036 | 0.896 ± 0.042 | 0.794 ± 0.071 | 0.749 ± 0.042 |
| 700 | 0.886 ± 0.039 | 0.898 ± 0.041 | 0.782 ± 0.075 | 0.755 ± 0.041 |
| 500 | 0.885 ± 0.031 | 0.893 ± 0.041 | 0.778 ± 0.064 | 0.744 ± 0.041 |
| 300 | 0.881 ± 0.036 | 0.896 ± 0.037 | 0.768 ± 0.066 | 0.751 ± 0.037 |
| 200 | 0.873 ± 0.030 | 0.886 ± 0.044 | 0.756 ± 0.060 | 0.729 ± 0.044 |
| 100 | 0.862 ± 0.037 | 0.879 ± 0.042 | 0.740 ± 0.066 | 0.714 ± 0.042 |
| 70 | 0.851 ± 0.032 | 0.861 ± 0.043 | 0.721 ± 0.053 | 0.678 ± 0.043 |
| 50 | 0.842 ± 0.031 | 0.855 ± 0.043 | 0.710 ± 0.056 | 0.663 ± 0.043 |
| 30 | 0.826 ± 0.025 | 0.849 ± 0.042 | 0.681 ± 0.039 | 0.647 ± 0.042 |
| 20 | 0.821 ± 0.036 | 0.825 ± 0.042 | 0.682 ± 0.057 | 0.611 ± 0.042 |
| 10 | 0.803 ± 0.021 | 0.806 ± 0.046 | 0.654 ± 0.033 | 0.580 ± 0.046 |
The table shows area under receiver operating curve (AUROC) and area under precision-recall curve (AUPRC).