Tutorvo

Disparate Impact Ratio & the Four-Fifths Rule

Lesson 3 of 813 minLab

This lesson is part of the course

In this lesson

You compare each group's selection rate with the highest one, flag ratios below the four-fifths threshold and calculate how many approvals a group is short of it.

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Lessons in this course

  1. Confusion Matrix by Group with COUNTIFSLab14 min Locked
  2. Selection Rate & Demographic Parity DifferenceLab12 min Locked
  3. Disparate Impact Ratio & the Four-Fifths RuleLab13 min Locked
  4. Equal Opportunity & Equalised Odds: TPR and FPR GapsLab14 min Locked
  5. Predictive Parity & Calibration by Score BinLab15 min Locked
  6. Group Thresholds: Parity vs Accuracy Trade-offsLab16 min Locked
  7. Intersectional Groups & the Small-n ProblemLab14 min Locked
  8. Fairness Report Card: Limits, Flags & HighlightingLab14 min Locked