Patient state prediction on Biobank (test)
89.55AUROCM-RNN (MI)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| M-RNN (MI)Category=M-RNN, Imputation=Multiple Imputations2017.11 | 89.55 | — | |
| M-RNN (SI)Category=M-RNN, Imputation=Single Imputation2017.11 | 89.48 | — | |
| Matrix CompletionCategory=Others2017.11 | 88.65 | 7.9 | |
| MICECategory=Imputation2017.11 | 88.5 | 9.1 | |
| RNN-based [25]Category=RNN-based2017.11 | 88.26 | 11 | |
| RNN-based [23]Category=RNN-based2017.11 | 88.02 | 12.8 | |
| EMCategory=Imputation2017.11 | 87.94 | 13.3 | |
| Auto-encoderCategory=Others2017.11 | 87.85 | 14 | |
| MissForestCategory=Imputation2017.11 | 87.67 | 15.2 | |
| RNN-based [24]Category=RNN-based2017.11 | 87.48 | 16.5 | |
| SplineCategory=Interpolation2017.11 | 87.31 | 17.7 | |
| MCMCCategory=Others2017.11 | 86.67 | 21.6 | |
| CubicCategory=Interpolation2017.11 | 86.43 | 23 |