Machine Learning#dataset#machine-learning#machine-translation#ml#provenance-ledger#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
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Dataset Provenance Ledger est une definition publique de apprentissage automatique pour le domaine Dataset. Elle explique comment la capacite Provenance Ledger 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 Provenance Ledger 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
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Dataset Provenance Ledger is a ml record that tracks where data came from and how it changed for labeled and unlabeled data used for learning. It uses hashes, source labels, and transformation history so teams can audit model inputs reliably while keeping evidence, reliability, and public-safe operational boundaries clear.
“The machine learning team used Dataset Provenance Ledger when the dataset received a new batch, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary26/08/2026