[Feature] Add Group-Size adjusted False Positives and False Negatives columns to get_crosstabs method

dssg / aequitas

Bias Auditing & Fair ML Toolkit

http://www.datasciencepublicpolicy.org/aequitas/

MIT License

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[Feature] Add Group-Size adjusted False Positives and False Negatives columns to get_crosstabs method #95

Open sgpjesus opened 3 years ago

sgpjesus commented 3 years ago

Add two new columns to the result of the Group.get_crosstabs method, representing Group-Size adjusted False Positives and Group-Size adjusted False Negatives respectively. Additionally, make disparities of the two columns available with Bias.getdisparity_predefined_groups.