Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Classification on Crime Dataset (test)
Loading...
0.13
DD
FWC
0.1172
0.2036
0.29
0.3764
Nov 9, 2023
DD
AUC
Tradeoff
Updated 1mo ago
Evaluation Results
Method
Method
Links
DD
AUC
Tradeoff
FWC
epsilon=0.01
2023.11
0.13
0.83
0.22
Uniform Subsampling
2023.11
0.14
0.78
0.26
FWC
epsilon=0.05
2023.11
0.15
0.84
0.22
FWC
epsilon=0.1
2023.11
0.16
0.85
0.22
Fairlet (K-Medoids)
2023.11
0.24
0.86
0.38
K-Medoids
2023.11
0.28
0.88
0.3
Fairlet (K-Means)
2023.11
0.38
0.9
0.41
Ind. Fair. Cor.
2023.11
0.39
0.88
0.4
K-Means
2023.11
0.4
0.91
0.41
K-Median Cor.
2023.11
0.45
0.91
0.46
Feedback
Search any
task
Search any
task