Judged: two independent readers; copy check clear.

consistency check

consistency check In this source, a consistency check is a statistical comparison between a newly arriving data instance and a check set to decide whether the instance is abnormal, rather than using a fixed threshold.

In this source, a consistency check is a statistical comparison between a newly arriving data instance and a check set to decide whether the instance is abnormal, rather than using a fixed threshold. The result is also used to update the validation set over time.

Sources

Drafting source: Liu Yansong; Wang Shuang; Sui He; Zhu Li. An ensemble learning method with GAN-based sampling and consistency check for anomaly detection of imbalanced data streams with concept drift. 2024; DOI 10.1371/journal.pone.0292140; article XML SHA-256 3e10351ff5df859de4d9e060dffe8fa1a2c7c2e0d778749a8483ee8d145390bf. “An ensemble learning method with GAN-based sampling and consistency check for anomaly detection of imbalanced data streams with concept drift” (10.1371/journal.pone.0292140).
CC-BY-4.0 · Definition uses new wording; original source retains its stated licence. · Source snapshot SHA-256: 3e10351ff5df859de4d9e060dffe8fa1a2c7c2e0d778749a8483ee8d145390bf

These citations identify the drafting sources. 2/2 independent reader passes against the pinned source packet. The drafter does not count as a reader. Source institutions do not endorse this dictionary.

Cite this entry

PsychTerms (psychterms.org), CC BY 4.0, version 1. “consistency check.” Development preview.

Version 1 · SHA-256: b4a3e307f15a9148eaaa3ecc85e5a5acf1a32f61041518cfb1754e9d23094526

Edit this entry on GitHub

consistency check

See also

Sources

Cite this entry