Survival Analysis on GBSG external (test)
0.684C-indexGreedy STGFC_numeric_ops
Evaluation Results
| Method | Links | |
|---|---|---|
| Greedy STGFC_numeric_opsST Depth=3, Features=engineered2026.05 | 0.684 | |
| Cox-KAN* SymbolicFeatures=original2026.05 | 0.683 | |
| Cox-KAN*Features=original2026.05 | 0.678 | |
| Evolutionary STST Depth=3, Features=engineered2026.05 | 0.676 | |
| Greedy STGFC_all_opsST Depth=3, Features=engineered2026.05 | 0.674 | |
| Optimal STGFCST Depth=3, Features=engineered2026.05 | 0.672 | |
| Evolutionary STST Depth=2, Features=engineered2026.05 | 0.671 | |
| RSFFeatures=original2026.05 | 0.669 | |
| Deep-Surv*Features=original2026.05 | 0.668 | |
| Greedy STGFC_numeric_opsST Depth=2, Features=engineered2026.05 | 0.667 | |
| Optimal STGFCST Depth=2, Features=engineered2026.05 | 0.664 | |
| Greedy STGFC_all_opsST Depth=2, Features=engineered2026.05 | 0.663 | |
| Cox PHFeatures=original2026.05 | 0.653 | |
| Greedy STST Depth=3, Features=original2026.05 | 0.643 | |
| Optimal STST Depth=3, Features=original2026.05 | 0.639 |