Model | ROC area (95%CI) | Sensitivity (95%CI) | Specificity (95%CI) | Accuracy % |
---|---|---|---|---|
Development (Aurum) | ||||
 Full | 0.868 (95%CI 0.844–0.891) | 0.86 (0.78–0.94) | 0.73 (0.66–0.80) | 74.54 |
 3-variable KFRE | 0.828 (0.801–0.855) | 0.87 (0.77–0.96) | 0.64 (0.54–0.74) | 66.73 |
 3-variable elastic net | 0.852 (0.827–0.856) | 0.86 (0.77–0.95) | 0.68 (0.58–0.78) | 70.14 |
Validation (Gold) | ||||
 Full | 0.879 (0.853–0.904) | 0.91 (0.84–0.97) | 0.74 (0.67–0.81) | 76.55 |
 3-variable KFRE | 0.870 (0.841–0.898) | 0.86 (0.78–0.94) | 0.75 (0.68–0.83) | 76.66 |
 3-variable elastic net | 0.888 (0.864–0.912) | 0.86 (0.79–0.94) | 0.80 (0.73–0.87) | 80.90 |