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Benchmarks
Fairness-aware Classification on COMPAS sex (test)
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66.98
Accuracy
Baseline
66.0544
66.2947
66.535
66.7753
May 16, 2025
Accuracy
Disparate Rate (DR)
Demographic Parity (DP)
Equal Opportunity (EO)
PQP
Data Fidelity
Training AR
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Disparate Rate (DR)
Demographic Parity (DP)
Equal Opportunity (EO)
PQP
Data Fidelity
Training AR
Baseline
Test Set Adjustment Ne...
2025.05
66.98
8.83
15.48
12.43
4.92
-
-
CR
Test Set Adjustment Ne...
2025.05
66.79
0.82
14.07
12.91
7.14
0.0189
0.9174
RSA
Test Set Adjustment Ne...
2025.05
66.76
-
10.75
8.42
6.35
-
-
DIR
Test Set Adjustment Ne...
2025.05
66.44
11.5
11.55
9.52
7.47
0.0387
0.065
FairSHAP
Test Set Adjustment Ne...
2025.05
66.09
6.29
13.26
9.85
4.52
0.0025
0.0113
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