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ResearchFormerly WizWand

Survival Analysis on Synthetic Gamma Distribution

0.0107L1 Error (S^)SODEN
0.0069040.0325270.058150.083773May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SODENArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=149.9774 ± 24.49472026.050.01070.5796
QSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.2316 ± 1.15842026.050.0110.5766
DeSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.0968 ± 0.94522026.050.01210.6507
CoxTimeArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=6.3100 ± 0.67722026.050.01381.1946
CoxCCArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=4.6292 ± 0.38672026.050.01972.4663
NnetSurvArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=2.2909 ± 0.29312026.050.02131.361
MDNArchitecture=2 hidden layers, 32 units, Tanh, Seeds=20, Hardware=Apple M4 CPU (10-core, 32 GB RAM), Training Time (s)=3.4942 ± 0.45432026.050.10562.8405