From: Supervised learning for infection risk inference using pathology data
 |  | AUCROC | AUCPRB | SENS | SPEC |
---|---|---|---|---|---|
RANDU | GNB | 0.763 | 0.871 | 0.533 | 0.992 |
 | DTC | 0.798 | 0.891 | 0.601 | 0.993 |
 | RFC | 0.791 | 0.892 | 0.583 | 0.993 |
 | SVM | 0.792 | 0.894 | 0.593 | 0.991 |
RANDO | GNB | 0.742 | 0.860 | 0.482 | 0.991 |
 | DTC | 0.810 | 0.876 | 0.688 | 0.932 |
 | RFC | 0.801 | 0.901 | 0.617 | 0.990 |
 | SVM | 0.753 | 0.872 | 0.523 | 0.991 |
SMOTE | GNB | 0.814 | 0.872 | 0.725 | 0.903 |
 | DTC | 0.779 | 0.881 | 0.636 | 0.963 |
 | RFC | 0.818 | 0.876 | 0.725 | 0.909 |
 | SVM | 0.830 | 0.884 | 0.747 | 0.912 |