Length of Stay Prediction on eICU
1.78MADTPC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TPCLoss Function=MSLE2020.07 | 1.78 | 63.5 | 21.7 | 0.7 | 0.27 | 0.58 | |
| TransformerLoss Function=MSLE2020.07 | 2.36 | 114.1 | 26.7 | 1.43 | 0.09 | 0.3 | |
| CW LSTMLoss Function=MSLE2020.07 | 2.37 | 114.5 | 26.6 | 1.43 | 0.1 | 0.3 | |
| LSTMLoss Function=MSLE2020.07 | 2.39 | 118.2 | 26.9 | 1.47 | 0.09 | 0.28 | |
| APACHE-IV†Loss Function=MSLE2020.07 | 2.54 | 182.1 | 16.6 | 1.1 | -0.01 | 0.2 | |
| MedianLoss Function=MSLE2020.07 | 2.76 | 184.4 | 32.6 | 2.15 | -0.11 | 0 | |
| MeanLoss Function=MSLE2020.07 | 3.21 | 395.7 | 29.5 | 2.87 | 0 | 0 |