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Benchmarks
Fairness Classification on PPVR (test)
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0.0357
Demographic Parity
lightGBM
-0.236072
1.598389
3.43285
5.267311
Jan 25, 2023
Demographic Parity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Demographic Parity
lightGBM
Sensitive Attribute=ra...
2023.01
0.0357
FairGBM
Sensitive Attribute=ra...
2023.01
0.0357
Bagging
Sensitive Attribute=ra...
2023.01
0.0361
POAF
Sensitive Attribute=ra...
2023.01
0.0361
EPAF-C
Sensitive Attribute=ra...
2023.01
0.0428
EPAF-D
Sensitive Attribute=ra...
2023.01
0.0448
AdaFair
Sensitive Attribute=ra...
2023.01
0.0494
POAF
Sensitive Attribute=se...
2023.01
3.42
AdaFair
Sensitive Attribute=se...
2023.01
4.36
lightGBM
Sensitive Attribute=se...
2023.01
4.4
FairGBM
Sensitive Attribute=se...
2023.01
4.5
EPAF-C
Sensitive Attribute=se...
2023.01
5.21
EPAF-D
Sensitive Attribute=se...
2023.01
6
Bagging
Sensitive Attribute=se...
2023.01
6.83
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