Table 1 Experimental results for all experiments C-index (95% confidence interval)
Experiment | CPH | DeepSurv | RSF |
|---|---|---|---|
Simulated Linear | 0.779239 (0.777,0.781) | 0.778065 (0.776,0.780) | 0.757863 (0.756,0.760) |
Simulated Nonlinear | 0.486728 (0.484,0.489) | 0.652434 (0.650, 0.655) | 0.626552 (0.624,0.629) |
WHAS | 0.816025 (0.813, 0.819) | 0.866723 (0.863,0.870) | 0.892884 (0.890,0.895) |
SUPPORT | 0.583076 (0.581,0.585) | 0.618907 (0.617,0.621) | 0.619302 (0.618,0.621) |
METABRIC | 0.631674 (0.627,0.636) | 0.654452 (0.650,0.659) | 0.619517 (0.615,0.624) |
Simulated Treatment | 0.516620 (0.514,0.519) | 0.575400 (0.573,0.578) | 0.550298 (0.548,0.553) |
Rotterdam & GBSG | 0.658773 (0.655, 0.662) | 0.676349 (0.673,0.679) | 0.647924 (0.644, 0.651) |