TERMIUM Plus®

The Government of Canada’s terminology and linguistic data bank.

EXCLUSION BIAS [1 record]

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Record 1 2022-02-24

English

Subject field(s)
  • Artificial Intelligence
  • Statistics
  • Information Processing (Informatics)
CONT

During the data pre-processing step, it is important to document all data cleansing and transformation steps, this will help identify sources of bias such as exclusion of certain features (exclusion bias) and incorrect labelling of data (label bias). Exclusion bias can also be prevented by investigating each feature before discarding them.

French

Domaine(s)
  • Intelligence artificielle
  • Statistique
  • Traitement de l'information (Informatique)
OBS

biais d'exclusion : désignation tirée du mini-lexique «Intelligence artificielle et droit» et reproduite avec l'autorisation du Centre de ressources en français juridique de l'Université de Saint-Boniface.

Spanish

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TERMIUM Plus®, the Government of Canada's terminology and linguistic data bank
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