MODEL | ROC area (95%CI) | Sensitivity (95%CI) | Specificity (95%CI) | Accuracy, % |
---|---|---|---|---|
Development (Aurum) | ||||
 Full | 0.700 (0.617–0.783) | 0.71 (0.52–0.90) | 0.66 (0.47–0.85) | 66.12 |
 3-variable KFRE | 0.627 (0.543–0.710) | 0.68 (0.51–0.86) | 0.61 (0.48–0.74) | 61.18 |
 3-variable elastic net | 0.678 (0.598–0.758) | 0.58 (0.37–0.78) | 0.73 (0.48–0.98) | 72.64 |
Validation (Gold) | ||||
 Full | 0.849 (0.792–0.905) | 1.00 (0.96–1.00) | 0.67 (0.57–0.76) | 67.49 |
 3-variable KFRE | 0.858 (0.792–0.922) | 0.86 (0.70–1.00) | 0.78 (0.63–0.93) | 78.12 |
 3-variable elastic net | 0.865 (0.808–0.921) | 1.00 (0.92–1.00) | 0.66 (0.57–0.75) | 66.51 |