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Benchmarks
Off-Policy Evaluation on Sepsis Simulator
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0.013
RMSE
C*-PDIS
0.0084
0.03945
0.0705
0.10155
Oct 26, 2023
RMSE
ESS
Spearman Corr
Accuracy
FPR
FNR
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
ESS
Spearman Corr
Accuracy
FPR
FNR
C*-PDIS
Annotation Function (G...
2023.10
0.013
994
0.995
95.7
4.5
4.2
C*-PDIS
Annotation Function (G...
2023.10
0.028
994
0.979
90.1
4.2
14.1
C*-PDIS
Annotation Function (G...
2023.10
0.07
994
0.961
86.8
22
8.2
Naive weighted
Annotation Function (G...
2023.10
0.097
300.8
0.42
64.3
24
44.3
PDIS
Annotations=None
2023.10
0.113
76.8
0.596
76.5
33.7
15.9
Naive unweighted
Annotation Function (G...
2023.10
0.128
207.2
0.089
50
11.6
78.1
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