Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Fairness Classification on Income (test)
Loading...
0.1924
Disparate Impact (DP)
EPAF-C
-0.007696
0.044252
0.0962
0.148148
Jan 25, 2023
Disparate Impact (DP)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Disparate Impact (DP)
EPAF-C
Sensitive Attribute=se...
2023.01
0.1924
EPAF-D
Sensitive Attribute=se...
2023.01
0.191
Bagging
Sensitive Attribute=se...
2023.01
0.1899
POAF
Sensitive Attribute=se...
2023.01
0.1757
lightGBM
Sensitive Attribute=se...
2023.01
0.1689
FairGBM
Sensitive Attribute=se...
2023.01
0.1594
Bagging
Sensitive Attribute=ra...
2023.01
0.0962
EPAF-C
Sensitive Attribute=ra...
2023.01
0.0958
EPAF-D
Sensitive Attribute=ra...
2023.01
0.0956
POAF
Sensitive Attribute=ra...
2023.01
0.0932
lightGBM
Sensitive Attribute=ra...
2023.01
0.0738
FairGBM
Sensitive Attribute=ra...
2023.01
0.073
AdaFair
Sensitive Attribute=ra...
2023.01
0
AdaFair
Sensitive Attribute=se...
2023.01
0
Feedback
Search any
task
Search any
task