Survival Analysis on Synthetic Gamma Distribution
0.0107L1 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)=149.9774 ± 24.49472026.05 | 0.0107 | 0.5796 | |
| QSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.2316 ± 1.15842026.05 | 0.011 | 0.5766 | |
| DeSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.0968 ± 0.94522026.05 | 0.0121 | 0.6507 | |
| CoxTimeArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.3100 ± 0.67722026.05 | 0.0138 | 1.1946 | |
| CoxCCArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=4.6292 ± 0.38672026.05 | 0.0197 | 2.4663 | |
| NnetSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=2.2909 ± 0.29312026.05 | 0.0213 | 1.361 | |
| MDNArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=3.4942 ± 0.45432026.05 | 0.1056 | 2.8405 |