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Specificity, PPV, NPV of current Rheport algorithm and best performing machine learning model according to targeted sensitivity.
| Current Rheport algorithm | Logistic regression | |||||
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| Targeted sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | Specificity (%) | PPV (%) | NPV (%) |
| 95 | 10 | 33 | 81 | 20 | 34 | 89 |
| 90 | 17 | 34 | 78 | 33 | 37 | 88 |
| 70 | 36 | 34 | 72 | 67 | 48 | 84 |
PPV, positive predictive value; NPV, negative predictive value.
