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Fairness Evaluation on Credit (test)
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5.66
PP
Bagging
5.3324
7.5437
9.755
11.9663
Jan 25, 2023
PP
Updated 1mo ago
Evaluation Results
Method
Method
Links
PP
Bagging
Sensitive Attribute=se...
2023.01
5.66
EPAF-D
Sensitive Attribute=se...
2023.01
6.6
AdaFair
Sensitive Attribute=se...
2023.01
7.54
EPAF-C
Sensitive Attribute=se...
2023.01
8.45
POAF
Sensitive Attribute=se...
2023.01
8.75
lightGBM
Sensitive Attribute=se...
2023.01
8.82
FairGBM
Sensitive Attribute=se...
2023.01
8.93
EPAF-C
Sensitive Attribute=ag...
2023.01
10.1
POAF
Sensitive Attribute=ag...
2023.01
11.46
EPAF-D
Sensitive Attribute=ag...
2023.01
11.54
Bagging
Sensitive Attribute=ag...
2023.01
13.4
FairGBM
Sensitive Attribute=ag...
2023.01
13.51
lightGBM
Sensitive Attribute=ag...
2023.01
13.54
AdaFair
Sensitive Attribute=ag...
2023.01
13.85
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