Table 2 Predictive performance for COVID-19 severity
From: Comparing different machine learning techniques for predicting 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 |