In-hospital mortality prediction on MIMIC Time-series IV (test)
0.2975BetaQuality-Aware
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Quality-Awarenu (ν)=0.12, rho(T) (ρ(T))=0.75, Transformation=Noise Injection2026.05 | 0.2975 | 1.8314 | |
| NSL frameworknu (ν)=0.12, rho(T) (ρ(T))=0.75, Transformation=Noise Injection2026.05 | 0.2961 | 2.7842 | |
| Sub-Optimalnu (ν)=0.12, rho(T) (ρ(T))=0.75, Transformation=Noise Injection2026.05 | 0.2933 | 1.8285 | |
| Realnu (ν)=0.12, rho(T) (ρ(T))=0.75, Transformation=Noise Injection2026.05 | 0.2843 | 2.6533 | |
| Sub-Optimalnu (ν)=0.12, rho(T) (ρ(T))=0.50, Transformation=Noise Injection2026.05 | 0.2541 | 1.9344 | |
| Quality-Awarenu (ν)=0.12, rho(T) (ρ(T))=0.50, Transformation=Noise Injection2026.05 | 0.2535 | 1.9768 | |
| NSL frameworknu (ν)=0.12, rho(T) (ρ(T))=0.50, Transformation=Noise Injection2026.05 | 0.2512 | 3.7814 | |
| Realnu (ν)=0.12, rho(T) (ρ(T))=0.50, Transformation=Noise Injection2026.05 | 0.2441 | 3.7833 | |
| Sub-Optimalnu (ν)=0.12, rho(T) (ρ(T))=0.25, Transformation=Noise Injection2026.05 | 0.2221 | 2.2415 | |
| Quality-Awarenu (ν)=0.12, rho(T) (ρ(T))=0.25, Transformation=Noise Injection2026.05 | 0.2153 | 2.3907 | |
| Realnu (ν)=0.12, rho(T) (ρ(T))=0.25, Transformation=Noise Injection2026.05 | 0.1927 | 5.1371 | |
| NSL frameworknu (ν)=0.12, rho(T) (ρ(T))=0.25, Transformation=Noise Injection2026.05 | 0.1821 | 4.7839 |