Model | Precision (95% CI) | Recall (95% CI) | AUC (95% CI) | C-index (95% CI) |
Multivariate Cox | 0.75 (0.72 to 0.79) | 0.73 (0.67 to 0.77) | 0.73 (0.68 to 0.76) | 0.73 (0.66 to 0.77) |
Cox score | 0.78 (0.74 to 0.82) | 0.79 (0.74 to 0.83) | 0.77 (0.73 to 0.81) | 0.76 (0.72 to 0.82) |
DeepSurv | 0.85 (0.81 to 0.89) | 0.86 (0.82 to 0.89) | 0.85 (0.82 to 0.91) | 0.86 (0.81 to 0.90) |
RSF | 0.88 (0.83 to 0.92) | 0.87 (0.84 to 0.91) | 0.86 (0.82 to 0.89) | 0.87 (0.84 to 0.91) |
AUC, area under the curve; RSF, random survival forests.