Counterfactual Prediction on semi-synthetic MIMIC III sequence length 100 (test)
0.27RMSE (T=1)CRN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CRNsequence length=1002024.06 | 0.27 | 0.45 | 0.58 | 0.72 | 0.82 | 0.92 | 1 | 1.06 | 1.12 | 1.17 | |
| Causal CPCsequence length=1002024.06 | 0.32 | 0.45 | 0.54 | 0.61 | 0.66 | 0.69 | 0.71 | 0.73 | 0.75 | 0.77 | |
| RMSNsequence length=1002024.06 | 0.4 | 0.7 | 0.8 | 0.88 | 0.94 | 1 | 1.05 | 1.1 | 1.14 | 1.18 | |
| CTsequence length=1002024.06 | 0.42 | 0.4 | 0.52 | 0.6 | 0.67 | 0.72 | 0.77 | 0.81 | 0.85 | 0.88 | |
| G-Netsequence length=1002024.06 | 0.54 | 0.72 | 0.85 | 0.96 | 1.05 | 1.14 | 1.24 | 1.33 | 1.41 | 1.49 |