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Benchmarks
Fairness Evaluation on PPR (test)
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4.26
PP
lightGBM
3.9168
6.2334
8.55
10.8666
Jan 25, 2023
PP
Updated 1mo ago
Evaluation Results
Method
Method
Links
PP
lightGBM
Sensitive Attribute=ra...
2023.01
4.26
lightGBM
Sensitive Attribute=se...
2023.01
6.81
POAF
Sensitive Attribute=ra...
2023.01
8.66
FairGBM
Sensitive Attribute=ra...
2023.01
9.3
EPAF-C
Sensitive Attribute=ra...
2023.01
9.47
Bagging
Sensitive Attribute=se...
2023.01
9.55
AdaFair
Sensitive Attribute=ra...
2023.01
9.77
EPAF-D
Sensitive Attribute=ra...
2023.01
9.91
Bagging
Sensitive Attribute=ra...
2023.01
10.57
POAF
Sensitive Attribute=se...
2023.01
10.93
EPAF-C
Sensitive Attribute=se...
2023.01
10.97
FairGBM
Sensitive Attribute=se...
2023.01
11.22
EPAF-D
Sensitive Attribute=se...
2023.01
11.72
AdaFair
Sensitive Attribute=se...
2023.01
12.84
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