Appendix 3—table 2. Test area under the receiver operating characteristic curve (ROC-AUC) performance per species.
Reported figures are averages across the five different medium-sized Morgan fingerprint-based recommenders.
| Species | ROC-AUC |
|---|---|
| Staphylococcus aureus | 0.9578 |
| Staphylococcus epidermidis | 0.9478 |
| Escherichia coli | 0.9184 |
| Klebsiella pneumoniae | 0.9643 |
| Pseudomonas aeruginosa | 0.7614 |
| Enterobacter cloacae | 0.9831 |
| Proteus mirabilis | 0.9727 |
| Staphylococcus hominis | 0.9594 |
| Serratia marcescens | 0.9848 |
| Staphylococcus capitis | 0.9425 |
| Enterococcus faecium | 0.9914 |
| Klebsiella oxytoca | 0.9861 |
| Klebsiella variicola | 0.9824 |
| Citrobacter koseri | 0.9970 |
| Enterococcus faecalis | 0.9594 |
| Staphylococcus lugdunensis | 0.9705 |
| Citrobacter freundii | 0.9622 |
| Morganella morganii | 0.9931 |
| Proteus vulgaris | 0.9828 |
| Staphylococcus haemolyticus | 0.9751 |
| Candida albicans | 0.7446 |
| Streptococcus pneumoniae | 0.9059 |
| Stenotrophomonas maltophilia | 1.0000 |
| Campylobacter jejuni | 1.0000 |
| Haemophilus influenzae | 1.0000 |