Heart failure prediction on Sutter Health EHR (test)
0.2562Neg Log LikelihoodRETAIN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RETAINNumber of RNN layers=2, Attention Type=Visit-level and Variable-level2016.08 | 0.2562 | 0.8705 | 10.8 | 0.63 | |
| RNNNumber of RNN layers=22016.08 | 0.2577 | 0.8706 | 10.3 | 0.57 | |
| RNN+alpha_RNumber of RNN layers=22016.08 | 0.2605 | 0.8717 | 10.4 | 0.62 | |
| RNN+alpha_MNumber of RNN layers=1, Attention Type=Scalar visit-level attention2016.08 | 0.2691 | 0.8624 | 6.7 | 0.48 | |
| MLP2016.08 | 0.2959 | 0.8256 | 0.25 | 0.11 | |
| LR2016.08 | 0.3269 | 0.79 | 0.15 | 0.11 |