optpolicy_functions.OptimalPolicy.fairscores

OptimalPolicy.fairscores(data_df, data_title='')

Make scores independent of protected variables. Experimental.

Parameters

• data_df (DataFrame) – Input data.

• data_title (String, optional) – This string is used as title in outputs. The default is ‘’.

Returns

• data_fair_df (DataFrame) – Input data with additional fairness adjusted scores.

• names_fair_scores (List of strings.) – Names of adjusted scores.

• outpath (String) – Location of directory in which output is saved.