Table 3.
The relative risks and negative predictive values delivered by the DT models with different levels of sensitivity.
| Model sensitivity | TP | TN | FP | FN | Relative risk | NPV |
|---|---|---|---|---|---|---|
| 85% | 12,820 | 38,012 | 30,220 | 2175 | 5.50 | 94.59% |
| 90% | 13,593 | 33,279 | 34,953 | 1402 | 6.93 | 95.96% |
| 95% | 14,360 | 2,5145 | 43,087 | 635 | 10.15 | 97.54% |
TP true positive, TN true negative, FP false positive, FN false negative, NPV negative predictive value.
Definitions: Relative risk = (TP/(TP + FP))/(FN/(TN + FN)); NPV = TN/(TN + FN).