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Benchmarks
Fairness Evaluation on PPVR (test)
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53.24
PP
FairGBM
9.6016
20.9308
32.26
43.5892
Jan 25, 2023
PP
Updated 1mo ago
Evaluation Results
Method
Method
Links
PP
FairGBM
Sensitive Attribute=se...
2023.01
53.24
lightGBM
Sensitive Attribute=se...
2023.01
52.7
lightGBM
Sensitive Attribute=ra...
2023.01
32.18
FairGBM
Sensitive Attribute=ra...
2023.01
32.18
POAF
Sensitive Attribute=se...
2023.01
28.7
POAF
Sensitive Attribute=ra...
2023.01
22.38
Bagging
Sensitive Attribute=se...
2023.01
21.59
EPAF-D
Sensitive Attribute=se...
2023.01
21.38
AdaFair
Sensitive Attribute=ra...
2023.01
21.34
EPAF-C
Sensitive Attribute=se...
2023.01
21.22
EPAF-C
Sensitive Attribute=ra...
2023.01
18.99
EPAF-D
Sensitive Attribute=ra...
2023.01
16.52
Bagging
Sensitive Attribute=ra...
2023.01
16.18
AdaFair
Sensitive Attribute=se...
2023.01
11.28
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