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Benchmarks
Identifying Shifted Features on Diabetes Readmission Sparse Simulation (AUC)
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90
AUC
SGShift-K
62.96
69.98
77
84.02
May 27, 2025
AUC
Updated 5d ago
Evaluation Results
Method
Method
Links
AUC
SGShift-K
Model Match=Matched
2025.05
90
SGShift-K
Model Match=Mismatched
2025.05
86
SGShift-A
Model Match=Matched
2025.05
81
SGShift-A
Model Match=Mismatched
2025.05
81
SGShift
Model Match=Matched
2025.05
80
SGShift
Model Match=Mismatched
2025.05
79
SHAP
Model Match=Matched
2025.05
77
SHAP
Model Match=Mismatched
2025.05
76
WhyShift
Model Match=Matched
2025.05
73
WhyShift
Model Match=Mismatched
2025.05
72
Diff
Model Match=Mismatched
2025.05
69
Diff
Model Match=Matched
2025.05
64
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