Table 2.
Sens | Spec | Balanced accuracy | F | ROC | ||
---|---|---|---|---|---|---|
Model 1 | Training performance | 0.74 | 0.74 | 0.72 | 0.77 | 0.73 |
External validation performance (Veneto cohort) | 0.69 | 0.68 | 0.68 | 0.76 | 0.65 | |
External validation performance (Lombardia cohort) | 0.70 | 0.69 | 0.70 | 0.78 | 0.70 | |
Model 2 | Training performance | 0.78 | 0.77 | 0.78 | 0.79 | 0.85 |
External validation performance | 0.67 | 0.65 | 0.66 | 0.76 | 0.65 | |
Model 3 | Training performance | 0.90 | 0.89 | 0.90 | 0.91 | 0.93 |
External validation performance | 0.84 | 0.83 | 0.83 | 0.88 | 0.81 |
Sens Sensitivity, Spec Specificity, Balanced Accuracy, F1 statistics, and ROC are reported for each model