Survival Analysis on METABRIC external (test)
0.663C-indexGreedy STGFC_all_ops
Evaluation Results
| Method | Links | |
|---|---|---|
| Greedy STGFC_all_opsST Depth=3, Features=engineered2026.05 | 0.663 | |
| Evolutionary STST Depth=3, Features=engineered2026.05 | 0.661 | |
| Greedy STGFC_numeric_opsST Depth=3, Features=engineered2026.05 | 0.657 | |
| Cox-KAN* SymbolicFeatures=original2026.05 | 0.65 | |
| Optimal STGFCST Depth=3, Features=engineered2026.05 | 0.649 | |
| Cox-KAN*Features=original2026.05 | 0.647 | |
| Deep-Surv*Features=original2026.05 | 0.643 | |
| Evolutionary STST Depth=2, Features=engineered2026.05 | 0.639 | |
| Optimal STGFCST Depth=2, Features=engineered2026.05 | 0.636 | |
| Greedy STGFC_numeric_opsST Depth=2, Features=engineered2026.05 | 0.635 | |
| Cox PHFeatures=original2026.05 | 0.631 | |
| Greedy STGFC_all_opsST Depth=2, Features=engineered2026.05 | 0.631 | |
| RSFFeatures=original2026.05 | 0.63 | |
| Optimal STST Depth=3, Features=original2026.05 | 0.62 | |
| Greedy STST Depth=3, Features=original2026.05 | 0.606 |