Table 5. Comparison of the different methods’ performances on the SOS DNA repair network.
| Method | TPR | FPR | PPV | ACC | MCC | AUC |
|---|---|---|---|---|---|---|
| GENIE3 | 0.500 | 0.208 | 0.546 | 0.694 | 0.299 | 0.684 |
| ARACNE | 0.708 | 0.625 | 0.362 | 0.486 | 0.083 | 0.739 |
| NARROMI | 0.667 | 0.458 | 0.421 | 0.583 | 0.197 | 0.791 |
| Grow-shring | 0.458 | 0.271 | 0.458 | 0.639 | 0.188 | 0.758 |
| IAMB | 0.583 | 0.229 | 0.560 | 0.708 | 0.351 | 0.809 |
| DBNCS | 0.667 | 0.229 | 0.593 | 0.736 | 0.426 | 0.813 |