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Benchmarks
Fairness Evaluation on Income (test)
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0.95
PP
POAF
0.1868
5.3384
10.49
15.6416
Jan 25, 2023
PP
Updated 1mo ago
Evaluation Results
Method
Method
Links
PP
POAF
Sensitive Attribute=se...
2023.01
0.95
Bagging
Sensitive Attribute=se...
2023.01
1.89
FairGBM
Sensitive Attribute=se...
2023.01
2.74
EPAF-D
Sensitive Attribute=se...
2023.01
2.82
EPAF-C
Sensitive Attribute=se...
2023.01
3.19
EPAF-C
Sensitive Attribute=ra...
2023.01
3.56
lightGBM
Sensitive Attribute=se...
2023.01
3.67
Bagging
Sensitive Attribute=ra...
2023.01
3.9
EPAF-D
Sensitive Attribute=ra...
2023.01
4.19
POAF
Sensitive Attribute=ra...
2023.01
4.54
FairGBM
Sensitive Attribute=ra...
2023.01
5.91
lightGBM
Sensitive Attribute=ra...
2023.01
6.15
AdaFair
Sensitive Attribute=ra...
2023.01
10.52
AdaFair
Sensitive Attribute=se...
2023.01
20.03
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