create_test_protected_groups

Create protected groups based on a test feature set. Use a disadvantaged group as a reference group.

Return a dictionary where keys are subgroup names, and values are X_test row indexes correspondent to this subgroup.

Parameters

• X_test (pandas.core.frame.DataFrame)

  Test feature set

• init_sensitive_attrs_df (pandas.core.frame.DataFrame)

  Initial full dataset of sensitive attributes without preprocessing

• sensitive_attributes_dct (dict)

  A dictionary where keys are sensitive attribute names (including attributes intersections), and values are disadvantaged values for these attributes