A rec-center scholarship screener treats one age band differently after being fitted on a historically skewed attendance pile. Which mitigation should the tester pick?
Select an answer to reveal the explanation.
Short Explanation
A historically skewed attendance pile that treats one age band differently is training-data bias, and the matching mitigation is testing for bias. A model-card rewrite, a Chapter 6 overfitting procedure, or dataset constraint testing (that's the negative-count family) never close an unfairness gap like that.
Full Explanation
Match training-data bias to testing for bias. A card rewrite, Chapter 6 overfitting, and constraint testing miss that mitigation.