Dictionary · Equality of Opportunity in Supervised Learning
L2 — definitions grouped by regulatory framework.
2 senses under Equality of Opportunity in Supervised Learning
Nouns
2 senses- Equality of Odds
(Equalized odds). We say that a predictor bY satisfies equalized odds with respect to protected attribute A and outcome Y, if bY and A are independent conditional on Y.
- Equality of Opportunity
(Equal opportunity). We say that a binary predictor bY satisfies equal opportunity with respect to A and Y if Pr{bY = 1 | A = 0; Y = 1} = Pr{bY = 1 | A = 1; Y = 1}.