Part IV · Chapter 37Version 1.1 · 5 November 202638 min read
Comprehensive Data Auditing
Key message
A fairness intervention is only as good as the diagnosis behind it: a data audit must examine representation, associations, labels and baseline metrics, across intersections, before any data or model is changed.
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