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Benchmarks
Identifying shifted features on Diabetes Readmission Dense Simulation (AUC)
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86
AUC
SGShift-K
50.64
59.82
69
78.18
May 27, 2025
AUC
Updated 5d ago
Evaluation Results
Method
Method
Links
AUC
SGShift-K
Model Match=Matched
2025.05
86
SGShift-K
Model Match=Mismatched
2025.05
82
SGShift-A
Model Match=Matched
2025.05
72
SGShift
Model Match=Mismatched
2025.05
72
SGShift
Model Match=Matched
2025.05
71
SGShift-A
Model Match=Mismatched
2025.05
71
SHAP
Model Match=Matched
2025.05
64
SHAP
Model Match=Mismatched
2025.05
60
Diff
Model Match=Mismatched
2025.05
58
WhyShift
Model Match=Mismatched
2025.05
57
Diff
Model Match=Matched
2025.05
54
WhyShift
Model Match=Matched
2025.05
52
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