Supplementary material - ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods

The SchoolPerformance dataset was created by Lenders and Calders [4]. We used the sex and the education of the student's parents as the sensitive attributes for this dataset. We removed all features that are other expressions of the labels (i.e. Note that this is the only folktables dataset on which we report results in the main paper. Sex, age, and rage are used as sensitive features for this datasets.