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Benchmarks
Fairness Classification on PPR (test)
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Demographic Parity
AdaFair
-0.8116
4.6667
10.145
15.6233
Jan 25, 2023
Demographic Parity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Demographic Parity
AdaFair
Sensitive Attribute=se...
2023.01
0
AdaFair
Sensitive Attribute=ra...
2023.01
0
FairGBM
Sensitive Attribute=se...
2023.01
8.53
FairGBM
Sensitive Attribute=ra...
2023.01
10.91
POAF
Sensitive Attribute=se...
2023.01
11.86
POAF
Sensitive Attribute=ra...
2023.01
11.89
EPAF-D
Sensitive Attribute=ra...
2023.01
13.31
Bagging
Sensitive Attribute=ra...
2023.01
13.59
EPAF-C
Sensitive Attribute=ra...
2023.01
14.19
EPAF-D
Sensitive Attribute=se...
2023.01
14.5
EPAF-C
Sensitive Attribute=se...
2023.01
14.9
Bagging
Sensitive Attribute=se...
2023.01
15.06
lightGBM
Sensitive Attribute=se...
2023.01
16.46
lightGBM
Sensitive Attribute=ra...
2023.01
20.29
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