Survival Analysis on Synthetic Gompertz Distribution
0.0115L1 Error S^SODEN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SODENArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=82.9457 ± 10.50672026.05 | 0.0115 | 0.1964 | |
| QSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.3545 ± 0.30652026.05 | 0.012 | 0.199 | |
| CoxCCArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=4.4591 ± 0.22302026.05 | 0.0121 | 0.2773 | |
| DeSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.5127 ± 0.49242026.05 | 0.0129 | 0.287 | |
| CoxTimeArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=5.9313 ± 0.33212026.05 | 0.0143 | 0.3699 | |
| MDNArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=3.0111 ± 0.03752026.05 | 0.0202 | 0.6015 | |
| NnetSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=1.9610 ± 0.12782026.05 | 0.0276 | 0.7631 |