Survival Analysis on NWTCO
0.7194Time-dependent C-indexCoxKAN
Evaluation Results
| Method | Links | |
|---|---|---|
| CoxKANDelta=−0.0014, p-value=1.00002026.05 | 0.7194 | |
| CoxKAN2026.05 | 0.7194 | |
| KAPLAN-HR2026.05 | 0.718 | |
| SuMo-Net2026.05 | 0.718 | |
| KAPLAN-HR2026.05 | 0.718 | |
| DeepHit2026.05 | 0.7175 | |
| DeepSurv2026.05 | 0.7154 | |
| DSM2026.05 | 0.7153 | |
| HARE2026.05 | 0.7146 | |
| CoxPH2026.05 | 0.712 | |
| SICEvaluation Protocol=5-fold cross-validation2026.03 | 0.711 | |
| CoxTime2026.05 | 0.7101 | |
| XGBEvaluation Protocol=5-fold cross-validation2026.03 | 0.708 | |
| COXPHEvaluation Protocol=5-fold cross-validation2026.03 | 0.704 | |
| DEEPHITEvaluation Protocol=5-fold cross-validation2026.03 | 0.701 | |
| DEEPSURVEvaluation Protocol=5-fold cross-validation2026.03 | 0.649 | |
| GAM2026.05 | 0.6024 |