Table 3.
Performance of each of the 4 models.
| C-index | IBS | ||
|---|---|---|---|
| Train | Test | Test | |
| CoxPH | 0.6705 | 0.6696 | 0.1481 | 
| NMLTR | 0.6993 | 0.6793 | 0.1390 | 
| DeepSurv | 0.7387 | 0.7028 | 0.1376 | 
| RSF | 0.7302 | 0.6890 | 0.1470 | 
Metrics in train and test dataset are calculated separately.
CoxPH = Cox proportional hazards, IBS = Integrated Brier Score, NMLTR = neural multi-task logistic regression, RSF = random survival forest.