Table 6. The testing results of CNN_3, CNN_4, and HSplice performed on the donor sites of the combined dataset.
The testing results performed on 20% of each hold-out set of the donor sites.
| Site | Evaluation Metrics | Model | Ratio | |||
|---|---|---|---|---|---|---|
| 1:1 | 1:3 | 1:5 | 1:7 | |||
| Donor | AUPRC | CNN_3 | 0.795 | 0.846 | 0.891 | 0.935 |
| CNN_4 | 0.798 | 0.847 | 0.892 | 0.934 | ||
| HSplice | 0.551 | 0.527 | 0.686 | 0.594 | ||
| Precision | CNN_3 | 0.394 | 0.615 | 0.760 | 0.889 | |
| CNN_4 | 0.387 | 0.561 | 0.708 | 0.850 | ||
| HSplice | 0.290 | 0.327 | 0.443 | 0.539 | ||
| Recall | CNN_3 | 0.960 | 0.919 | 0.888 | 0.854 | |
| CNN_4 | 0.962 | 0.940 | 0.922 | 0.903 | ||
| HSplice | 0.927 | 0.813 | 0.909 | 0.660 | ||
| MCC | CNN_3 | 0.599 | 0.740 | 0.810 | 0.856 | |
| CNN_4 | 0.594 | 0.713 | 0.795 | 0.861 | ||
| HSplice | 0.496 | 0.487 | 0.606 | 0.542 | ||
Notes.
Bold styling emphasizes the highest values regarding the evaluation metrics used in the study.