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. 2021 Sep 1;1:3. doi: 10.1186/s44158-021-00002-x

Table 2.

Training and test validation performances

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