Models | Accuracy | AUC | 95% CI | Sensitivity | Specificity | PPV | NPV | Youden | Cohort |
---|---|---|---|---|---|---|---|---|---|
Fusion | 0.908 | 0.977 | 0.9536–0.9998 | 0.909 | 0.907 | 0.857 | 0.942 | 0.500 | Train |
Circle | 0.874 | 0.882 | 0.7880–0.9752 | 0.848 | 0.889 | 0.824 | 0.906 | 0.362 | Train |
Facet | 0.966 | 0.988 | 0.9703–1.0000 | 0.970 | 0.963 | 0.941 | 0.981 | 0.438 | Train |
Fusion | 0.818 | 0.857 | 0.6994–1.0000 | 0.750 | 0.857 | 0.750 | 0.857 | 0.361 | Test |
Circle | 0.727 | 0.777 | 0.5781–0.9755 | 1.000 | 0.571 | 0.571 | 1.000 | 0.300 | Test |
Facet | 0.682 | 0.714 | 0.4822–0.9463 | 1.000 | 0.538 | 0.533 | 1.000 | 0.345 | Test |