Off-Policy Evaluation on Sepsis Simulator
0.013RMSEC*-PDIS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| C*-PDISAnnotation Function (G)=Q^e, Condition=Ideal case2023.10 | 0.013 | 994 | 0.995 | 95.7 | 4.5 | 4.2 | |
| C*-PDISAnnotation Function (G)=Q^b -> Q^e, Condition=Relaxing Assumption 22023.10 | 0.028 | 994 | 0.979 | 90.1 | 4.2 | 14.1 | |
| C*-PDISAnnotation Function (G)=Q^b2023.10 | 0.07 | 994 | 0.961 | 86.8 | 22 | 8.2 | |
| Naive weightedAnnotation Function (G)=Q^e (Ideal case)2023.10 | 0.097 | 300.8 | 0.42 | 64.3 | 24 | 44.3 | |
| PDISAnnotations=None2023.10 | 0.113 | 76.8 | 0.596 | 76.5 | 33.7 | 15.9 | |
| Naive unweightedAnnotation Function (G)=Q^e (Ideal case)2023.10 | 0.128 | 207.2 | 0.089 | 50 | 11.6 | 78.1 |