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. 2022 Feb 17;11:19. doi: 10.1186/s40249-022-00946-4

Table 2.

Predictive performance for COVID-19 severity

Model AUC Sensitivity (%) Specificity (%) Accuracy (%) Cut off YI
RF 0.970 96.7 69.5 84.5 0.62 0.662
SVM 0.948 93.9 79.0 88.5 0.795 0.729
LR 0.928 92.3 72.3 85.2 0.57 0.646

AUC area under curve, YI youden index, RF random Forest, SVM support vector machine, LR logistic regression