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Boston Model Performances.
| Antibiotic selection | Best model class | Prevalence | Average precision | AUROC |
|---|---|---|---|---|
| Trime/Sulf | Gradient Boosted Tree | 0.80 | 0.85 [0.84, 0.87] | 0.60 [0.58, 0.62] |
| Nitrofurantoin | Gradient Boosted Tree | 0.89 | 0.91 [0.90, 0.92] | 0.57 [0.54, 0.61] |
| Ciprofloxacin | Lasso | 0.94 | 0.95 [0.95, 0.96] | 0.64 [0.60, 0.68] |
| Levofloxacin | Lasso | 0.94 | 0.96 [0.95, 0.96] | 0.64 [0.60, 0.67] |
Trime/Sulf = trimethoprim/sulfamethoxazole.
