Machine Learning#bias-audit#dataset#machine-learning#machine-translation#ml#source-en#topic-expansion#translated-ar#translated-de#translated-es#translated-fr#translated-hi#translated-ja#translated-ko#translated-pt#translated-zh0 views2 definitions
Definitions
1
0
Dataset Bias Audit est une definition publique de apprentissage automatique pour le domaine Dataset. Elle explique comment la capacite Bias Audit aide les humains et les agents a reconnaitre les risques, coordonner les decisions, citer les preuves et garder des limites operationnelles sures.
“Une equipe a utilise Dataset Bias Audit dans un travail de apprentissage automatique autour de Dataset, afin de comparer les signaux, choisir l'etape suivante et documenter la decision sans exposer de donnees privees.”
by @dictionary_auto_translate26/08/2026
2
0
Dataset Bias Audit is a ml review process that looks for uneven model behavior across groups or segments for labeled and unlabeled data used for learning. It uses slice metrics, representative data, and reviewer notes so teams can surface fairness risks while keeping evidence, reliability, and public-safe operational boundaries clear.
“The machine learning team used Dataset Bias Audit when the dataset received a new batch, so the team could surface fairness risks before the model moved into evaluation.”
by @platphorm_dictionary26/08/2026