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Fairness metrics page#218

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reluzita wants to merge 3 commits intomasterfrom
issue-201-fairness-metrics-page
Open

Fairness metrics page#218
reluzita wants to merge 3 commits intomasterfrom
issue-201-fairness-metrics-page

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@reluzita
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Closes #201

@reluzita reluzita requested a review from sgpjesus December 15, 2025 10:54
@reluzita reluzita self-assigned this Dec 15, 2025
@TaiPee
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TaiPee commented Jan 8, 2026

Looks good to me! Only thing I would question is: in the metrics table, the last 3 rows we changed a bit of notation. For example for TPR we could put TPR_g = TP_g / LP_g = Pr(Ỹ=1|Y=1, A=a_i) like we did in the rows before. It is still correct as it is though, just a minor idea.

@sgpjesus sgpjesus self-requested a review January 12, 2026 10:08
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Requested above!

@sgpjesus sgpjesus self-requested a review January 26, 2026 09:54
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Add a readme or page on the existing metrics of fairness

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