Table 3. Comparison of the predictive performance of three models for PE.
Models | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
---|---|---|---|---|
LR | 67.3 | 88.2 | 60.0 | 91.2 |
CT | 79.6 | 90.4 | 68.4 | 94.4 |
RF | 79.6 | 94.7 | 79.6 | 94.7 |
PE, preeclampsia; PPV, positive predictive value; NPV, negative predictive value; LR, logistic regression; CT, classification tree; RF, random forest.