Length-of-stay prediction on eICU-CRD (test)
3.996RMSECentral
Evaluation results
| Method | Links | |
|---|---|---|
| CentralSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 3.996 | |
| FedAvgSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 4.064 | |
| ODCSecret Bases=DiffSpan-Orth, Classifier=MLP2024.03 | 4.07 | |
| ODCSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 4.083 | |
| Imakura-DCSecret Bases=DiffSpan-Orth, Classifier=MLP2024.03 | 4.085 | |
| Imakura-DCSecret Bases=DiffSpan, Classifier=MLP2024.03 | 4.085 | |
| Imakura-DCSecret Bases=SameSpan, Classifier=MLP2024.03 | 4.088 | |
| Imakura-DCSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 4.089 | |
| Kawakami-DCSecret Bases=DiffSpan-Orth, Classifier=MLP2024.03 | 4.09 | |
| Kawakami-DCSecret Bases=DiffSpan, Classifier=MLP2024.03 | 4.09 | |
| Kawakami-DCSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 4.096 | |
| Kawakami-DCSecret Bases=SameSpan, Classifier=MLP2024.03 | 4.096 | |
| ODCSecret Bases=DiffSpan, Classifier=MLP2024.03 | 4.15 | |
| ODCSecret Bases=SameSpan, Classifier=MLP2024.03 | 4.154 | |
| LocalSecret Bases=SameSpan-Orth, Classifier=MLP2024.03 | 4.174 |