Table 3.
Phenotype | sensitivity | specificity | harmonic mean | aucROC | aucPRC |
---|---|---|---|---|---|
Endospores | 0.913 | 0.875 | 0.894 | 0.984 | 0.959 |
Gram stain | 0.993 | 0.907 | 0.948 | 0.986 | 0.968 |
Motility | 0.942 | 0.874 | 0.906 | 0.927 | 0.944 |
Oxygen Requirement | 0.992 | 0.963 | 0.977 | 0.993 | 0.987 |
average | 0.960 | 0.904 | 0.931 | 0.972 | 0.965 |
Generalization performance using an independent test data set (for details see section "Methods"). The first column indicates the phenotype category, the remaining columns represent the prediction accuracy in terms of different performance measures. Here, "aucROC" and "aucPRC" correspond to "area under ROC curve" and "area under PRC curve", respectively.