Table 6.
Type and model | AUCa | Sensitivity (%) | Specificity (%) | |
Machine learning |
|
|
|
|
|
Model A | 0.73 | 34.3 | 90.9 |
|
Model B | 0.75 | 31.6 | 91.8 |
|
Model C | 0.78 | 33.7 | 92.2 |
Logistic regression |
|
|
|
|
|
Model D | 0.65 | 6.6 | 97.3 |
|
Model E | 0.63 | 21.3 | 91.6 |
|
Model F | 0.69 | 6.6 | 98.4 |
|
Model G | 0.71 | 27.6 | 78.9 |
|
Model H | 0.72 | 27.1 | 91.6 |
|
Model I | 0.72 | 41.3 | 84.9 |
aAUC: area under the curve.