Online prediction on P-Sepsis (test)
91.2B-AccuracyTRANSFORMER
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TRANSFORMERmasking_future_info=false, s/epoch=28.52019.09 | 91.2 | 53.4 | 97.3 | 71.3 | |
| IP-NETSmasking_future_info=false, s/epoch=2532019.09 | 87.1 | 29.4 | 94.1 | 62.2 | |
| GRU-SIMPLEs/epoch=1162019.09 | 71 | 6.1 | 78.1 | 26.9 | |
| SEFT-ATTNs/epoch=77.52019.09 | 70.9 | 4.84 | 76.8 | 25.6 | |
| PHASED-LSTMs/epoch=1922019.09 | 67.5 | 5.54 | 75.4 | 20.2 | |
| IP-NETSmasking_future_info=true, s/epoch=2532019.09 | 63.8 | 5.11 | 74.2 | -11.9 | |
| LATENT-ODEhyperparameter_tuning=limited, s/epoch=18722019.09 | 62.4 | 11.4 | 64.6 | 12.3 | |
| GRU-Ds/epoch=72.32019.09 | 57.4 | 5.33 | 67.4 | 12.6 | |
| TRANSFORMERmasking_future_info=true, s/epoch=28.52019.09 | 53.6 | 3.63 | 65.8 | -43.9 |