Binary mortality prediction on PhysioNet ICU Challenge 2012 (sets A and B combined)
0.82AUCRNN baseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RNN baselinelambda=02026.06 | 0.82 | 0.0981 | — | 34.7 | |
| RMRNNlambda=0.12026.06 | 0.819 | 0.0982 | 8.38 | 21.6 | |
| BiRNN2026.06 | 0.817 | 0.0985 | — | 42.1 | |
| Kalman filter (LDS)state dimension=8, iterations=52026.06 | 0.742 | 0.2021 | 1.19 | 1.2 |