Table 2 Area under the ROC curve.
Hazard | Models | Area | Standard error | Asymptotic significant | Asymptotic 95% confidence interval | |
|---|---|---|---|---|---|---|
Lower bound | Upper bound | |||||
LS | FDA | 0.76 | 0.07 | 0.00 | 0.62 | 0.90 |
Ensemble | 0.84 | 0.05 | 0.00 | 0.74 | 0.95 | |
GLM | 0.76 | 0.07 | 0.00 | 0.62 | 0.89 | |
Mars | 0.71 | 0.07 | 0.01 | 0.57 | 0.86 | |
RF | 0.84 | 0.05 | 0.00 | 0.74 | 0.95 | |
SVM | 0.88 | 0.05 | 0.00 | 0.77 | 0.98 | |
CP | FDA | 0.79 | 0.05 | 0.00 | 0.69 | 0.89 |
Ensemble | 0.87 | 0.04 | 0.00 | 0.79 | 0.95 | |
GLM | 0.77 | 0.05 | 0.00 | 0.66 | 0.88 | |
MARS | 0.85 | 0.05 | 0.00 | 0.76 | 0.95 | |
RF | 0.90 | 0.04 | 0.00 | 0.83 | 0.97 | |
SVM | 0.87 | 0.04 | 0.00 | 0.79 | 0.95 | |