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Benchmarks
Fairness-aware Classification on DefaultCredit sex (test)
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81.45
Accuracy
FairSHAP
81.3772
81.3961
81.415
81.4339
May 16, 2025
Accuracy
DR
DP
EO
PQP
Data Fidelity
TrainingAR
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DR
DP
EO
PQP
Data Fidelity
TrainingAR
FairSHAP
Test Set Adjustment Ne...
2025.05
81.45
2.14
3.06
2.16
2.89
0.0001
0.0004
RSA
Test Set Adjustment Ne...
2025.05
81.44
-
2.59
2.44
1.54
-
-
CR
Test Set Adjustment Ne...
2025.05
81.44
0.03
3.39
4.19
3.63
0.0051
0.9844
Baseline
Test Set Adjustment Ne...
2025.05
81.41
2.26
3.35
3.48
2.69
-
-
DIR
Test Set Adjustment Ne...
2025.05
81.38
2.24
3.08
3.34
2.55
0.0023
0.0741
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