Construct · 1 fields · 1 citations

accuracy on the line: 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.

Machine learning

the strong linear relation, across many models, between in-distribution and out-of-distribution accuracy on probit-scaled axes.

In machine learning, accuracy on the line refers to the strong linear relation, across many models, between in-distribution and out-of-distribution accuracy on probit-scaled axes. This meaning comes from Miller (2021) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how accuracy on the line 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

accuracy3 fields · 6 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs line4 fields · 7 citationsjingle · one word, four constructs

References

Miller, J., Taori, R., Raghunathan, A., Sagawa, S., Koh, P. W., Shankar, V., Liang, P., Carmon, Y., & Schmidt, L. (2021). Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization. arXiv. https://doi.org/10.48550/arxiv.2107.04649

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