Decompensation Prediction on MIMIC-III (test)
35.5AUPRCTemporal label smoothing
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Temporal label smoothingTraining objective=Temporal label smoothing2022.08 | 35.5 | 29.3 | 71.8 | |
| Multi-horizonTraining objective=Multi-horizon2022.08 | 34.9 | 28.6 | 70.3 | |
| Cross-entropyTraining objective=Cross-entropy2022.08 | 34.5 | 28.2 | 69.7 | |
| Weighted CETraining objective=Weighted CE2022.08 | 34.5 | 28.2 | 69.7 | |
| Focal lossTraining objective=Focal loss2022.08 | 34.5 | 28.2 | 69.7 | |
| LandmarkingTraining objective=Landmarking2022.08 | 34 | 27.2 | 68.8 | |
| Label smoothingTraining objective=Label smoothing2022.08 | 33.9 | 27.7 | 68.8 | |
| TCSRTraining objective=TCSR2022.08 | 28.6 | 19.9 | 68.4 |