Table 2.
The area under the precision-recall curve for the miRBind, CNN, and DNABERT models, and the RNAhybrid, ‘cofold’, RNA22, and ‘seed’ approaches, tested against 1:1, 1:10, and 1:100 left-out test sets. The ‘seed’ method is evaluated based on its sensitivity and precision.
| AUPRC | Test Set 1:1 | Test Set 1:10 | Test Set 1:100 |
|---|---|---|---|
| miRbind | 0.9689 | 0.8410 | 0.5372 |
| CNN | 0.9634 | 0.7969 | 0.4464 |
| DNABERT | 0.9267 | 0.6300 | 0.1923 |
| RNAhybrid | 0.8439 | 0.4539 | 0.0924 |
| Cofold | 0.7784 | 0.2842 | 0.0413 |
| RNA22 | 0.6203 | 0.1507 | 0.0265 |
| Seed | Sens: 0.1425 Prec: 0.8796 |
Sens: 0.1425 Prec: 0.4612 |
Sens: 0.1425 Prec: 0.0824 |