CCI CHF Prediction on MIMIC-IV-ED
48.08Macro F1 ScoreDiff-Joint
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diff-JointRatio=302026.06 | 48.08 | 82.69 | 33.32 | 79.32 | |
| Diff-JointRatio=102026.06 | 47.92 | 83.44 | 33.32 | 80.6 | |
| Diff-JointRatio=202026.06 | 47.5 | 82.62 | 32.58 | 80.13 | |
| Diff-JointRatio=402026.06 | 46.3 | 82.44 | 30.84 | 78.92 | |
| CACTIRatio=202026.06 | 43.53 | 73.6 | 28.6 | 80.05 | |
| CACTIRatio=302026.06 | 43.27 | 73.85 | 28.09 | 80.26 | |
| CACTIRatio=102026.06 | 43.15 | 74.4 | 27.97 | 80.23 | |
| DiffPuterRatio=202026.06 | 42.91 | 73.16 | 27.84 | 79.71 | |
| DiffPuterRatio=102026.06 | 42.76 | 73.91 | 27.21 | 79.84 | |
| CACTIRatio=402026.06 | 42.67 | 73.84 | 27.28 | 80.12 | |
| DiffPuterRatio=302026.06 | 42.54 | 73.22 | 27.36 | 79.87 | |
| missForestRatio=202026.06 | 42.42 | 74 | 27.25 | 79.72 | |
| missForestRatio=102026.06 | 42.3 | 74.19 | 26.75 | 80.2 | |
| DiffPuterRatio=402026.06 | 42.08 | 73.31 | 26.79 | 79.66 | |
| missForestRatio=302026.06 | 42.02 | 72.15 | 26.46 | 79.99 | |
| missForestRatio=402026.06 | 41.9 | 72.09 | 26.27 | 79.93 | |
| Mean/ModeRatio=102026.06 | 36.64 | 73.24 | 19.13 | 79.59 | |
| Mean/ModeRatio=202026.06 | 35.53 | 73.22 | 17.66 | 79.45 | |
| Mean/ModeRatio=402026.06 | 34.44 | 73.06 | 16.2 | 79.19 | |
| Mean/ModeRatio=302026.06 | 33.61 | 71.5 | 15.06 | 79.12 |