Heart Failure (HF) prediction on MIMIC
0.81AUROCAutoScore
Evaluation Results
| Method | Links | |
|---|---|---|
| AutoScore2026.01 | 0.81 | |
| AgentScore2026.01 | 0.79 | |
| Decision Tree2026.01 | 0.77 | |
| LogisticRegularization=L12026.01 | 0.76 | |
| RiskSLIM2026.01 | 0.74 | |
| FasterRisk2026.01 | 0.73 | |
| Pooled PLRVariant=RDU2026.01 | 0.73 | |
| Pooled PLRVariant=RSRD2026.01 | 0.7 | |
| Pooled PLRVariant=Rand2026.01 | 0.7 | |
| Pooled PLRVariant=RDP2026.01 | 0.7 | |
| Pooled PLRVariant=RDSP2026.01 | 0.7 | |
| Pooled PLRVariant=RD2026.01 | 0.7 |