CompasWithoutSensitiveAttrsDataset

Dataset class for the COMPAS dataset that does not contain sensitive attributes among feature columns to test blind classifiers

Parameters

• subsample_size (int) – defaults to None

  Subsample size to create based on the input dataset

• subsample_seed (int) – defaults to None

  Seed for sampling using the sample() method from pandas

• dataset_path – defaults to None

  [Optional] Path to a file with the data