Patient state prediction on UNOS-Heart (test)
68.58AUROCM-RNN (SI)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| M-RNN (SI)Category=M-RNN, Imputation=Single Imputation2017.11 | 68.58 | — | |
| M-RNN (MI)Category=M-RNN, Imputation=Multiple Imputations2017.11 | 68.55 | — | |
| MissForestCategory=Imputation2017.11 | 67.4 | 3.5 | |
| Matrix CompletionCategory=Others2017.11 | 67.12 | 4.3 | |
| Auto-encoderCategory=Others2017.11 | 66.33 | 6.6 | |
| RNN-based [25]Category=RNN-based2017.11 | 65.83 | 8 | |
| RNN-based [24]Category=RNN-based2017.11 | 65.74 | 8.2 | |
| RNN-based [23]Category=RNN-based2017.11 | 65.05 | 10 | |
| SplineCategory=Interpolation2017.11 | 64.77 | 10.7 | |
| CubicCategory=Interpolation2017.11 | 64.68 | 11 | |
| MCMCCategory=Others2017.11 | 64.17 | 12.2 | |
| MICECategory=Imputation2017.11 | 63.97 | 12.7 |