Construct · 1 fields · 1 citations

demographic parity: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Algorithmic fairness

a fairness criterion requiring that positive predictions occur at the same rate across groups defined by a sensitive attribute.

In algorithmic fairness, demographic parity refers to a fairness criterion requiring that positive predictions occur at the same rate across groups defined by a sensitive attribute. This meaning comes from Calders (2010) in Data Mining and Knowledge Discovery.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how demographic parity sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

attribute3 fields · 5 citationsjingle · one word, three constructs fairness4 fields · 4 citationsjingle · one word, four constructs knowledge6 fields · 12 citationsjingle · one name, six constructs

References

Calders, T., & Verwer, S. (2010). Three naive Bayes approaches for discrimination-free classification. Data Mining and Knowledge Discovery, 21(2), 277-292. https://doi.org/10.1007/s10618-010-0190-x

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct