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According to Verma & Rubin 2018 PPV + FDR = 1 and thus if there is PPV Parity there is also FDR Parity.
However, Aequitas sais there is no FDR Parity, but PPV Parity:
I understand that using Aequitas it looks like there was no FDR Parity because Aequitas looks at relative disparities while Verma & Rubin talk about absolute differences. Why does Aequitas prefer relative disparities?
The text was updated successfully, but these errors were encountered:
LiFaytheGoblin
changed the title
PPV and FDR Parity, Parity representation in graph?
PPV and FDR Parity, absolute vs. relative disparity and the implications for fairness results
Jul 29, 2020
LiFaytheGoblin
changed the title
PPV and FDR Parity, absolute vs. relative disparity and the implications for fairness results
Absolute vs. relative disparity and the implications for fairness results
Jul 29, 2020
According to Verma & Rubin 2018 PPV + FDR = 1 and thus if there is PPV Parity there is also FDR Parity.
However, Aequitas sais there is no FDR Parity, but PPV Parity:
I understand that using Aequitas it looks like there was no FDR Parity because Aequitas looks at relative disparities while Verma & Rubin talk about absolute differences. Why does Aequitas prefer relative disparities?
The text was updated successfully, but these errors were encountered: