TABLE 3.
Performance of final ABR prediction models.
| Antibiotic | Acc | R | P | Sp | MCC | AUC | PR-AUC |
| Cefepime | 0.82 | 0.86 | 0.86 | 0.77 | 0.62 | 0.89 | 0.92 |
| Cefotaxime | 0.83 | 0.93 | 0.86 | 0.53 | 0.52 | 0.80 | 0.92 |
| Ceftriaxone | 0.84 | 0.93 | 0.87 | 0.56 | 0.55 | 0.88 | 0.96 |
| Ciprofloxacin | 0.81 | 0.86 | 0.85 | 0.73 | 0.60 | 0.89 | 0.94 |
| Gentamicin | 0.91 | 0.90 | 0.89 | 0.93 | 0.82 | 0.96 | 0.95 |
| Levofloxacin | 0.81 | 0.87 | 0.84 | 0.70 | 0.58 | 0.89 | 0.94 |
| Meropenem | 0.89 | 0.82 | 0.92 | 0.94 | 0.78 | 0.94 | 0.94 |
| Tobramycin | 0.95 | 0.92 | 0.98 | 0.98 | 0.90 | 0.97 | 0.98 |