Hugging Face's logo

Datasets:
holistic-ai
/
bias_mitigation_benchmark

Modalities:
Tabular
Text
Size:
< 1K
License:
Dataset card Viewer Files Community
1
Dataset Viewer
Auto-converted to Parquet
Full Screen
Unnamed: 0
stringlengths
9
22
CorrelationRemover
float64
0.06
1.62
Reweighing
float64
0.06
4.6
DisparateImpactRemover
float64
0.08
33.1
LearningFairRepresentation
float64
0.08
16.7
Mean Score
0.886568
0.875088
0.864556
0.863185
Std Score
0.058084
0.060448
0.075434
0.079973
Mean Time
1.622713
4.598107
33.054083
16.696009
acsincome_race
0.876319
0.839437
0.842387
0.731448
acsincome_sex
0.866683
0.86342
0.867943
0.835478
acspublic_race
0.876379
0.876459
0.874702
0.851131
acspublic_sex
0.866163
0.860615
0.85704
0.838606
adult_race
0.922202
0.878467
0.884868
0.869641
adult_sex
0.877477
0.875332
0.666232
0.87822
bank_marketing_marital
0.948296
0.943675
0.934811
0.940838
census_kdd_sex
0.950083
0.96044
0.955457
0.970146
clinical_records_sex
0.841667
0.808333
0.841667
0.791667
compass_race
0.768245
0.746427
0.749015
0.706091
compass_sex
0.771225
0.779931
0.797351
0.766775
diabetes_race
0.944259
0.944259
0.944259
0.944259
diabetes_sex
0.944259
0.944259
0.944259
0.944259
german_credit_sex
0.847143
0.846171
0.844167
0.8525
law_school_race
0.944548
0.896543
0.892408
0.944952
law_school_sex
0.940135
0.937646
0.936327
0.944952
README.md exists but content is empty. Use the Edit dataset card button to edit it.
Downloads last month
75
Edit dataset card
Size of downloaded dataset files:
26.5 kB
Size of the auto-converted Parquet files:
26.5 kB
Number of rows:
88

Collection including holistic-ai/bias_mitigation_benchmark