Table 5. The testing results of CNN_3 and CNN_4 performed on the combined dataset.
The testing results performed on the hold-out data.
| Site | Ratio | Model | |||||||
|---|---|---|---|---|---|---|---|---|---|
| CNN_3 | CNN_4 | ||||||||
| AUPRC | Precision | Recall | MCC | AUPRC | Precision | Recall | MCC | ||
| Donor | 1:1 | 0.801 | 0.394 | 0.963 | 0.600 | 0.802 | 0.387 | 0.964 | 0.595 |
| 1:3 | 0.847 | 0.619 | 0.917 | 0.741 | 0.848 | 0.566 | 0.940 | 0.716 | |
| 1:5 | 0.887 | 0.758 | 0.885 | 0.807 | 0.887 | 0.705 | 0.921 | 0.792 | |
| 1:7 | 0.934 | 0.888 | 0.850 | 0.854 | 0.934 | 0.852 | 0.901 | 0.860 | |
| Acceptor | 1:1 | 0.674 | 0.277 | 0.933 | 0.487 | 0.679 | 0.266 | 0.941 | 0.475 |
| 1:3 | 0.734 | 0.475 | 0.871 | 0.623 | 0.738 | 0.463 | 0.881 | 0.618 | |
| 1:5 | 0.801 | 0.675 | 0.804 | 0.717 | 0.802 | 0.631 | 0.845 | 0.709 | |
| 1:7 | 0.886 | 0.850 | 0.761 | 0.776 | 0.888 | 0.828 | 0.805 | 0.788 | |
Notes.
Bold styling emphasizes the highest values regarding the evaluation metrics used in the study.