Machine Learning#experiment#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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Experiment Provenance Ledger est une definition publique de apprentissage automatique pour le domaine Experiment. 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 Experiment Provenance Ledger dans un travail de apprentissage automatique autour de Experiment, 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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Experiment Provenance Ledger is a ml record that tracks where data came from and how it changed for controlled model comparison. 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 Experiment Provenance Ledger when the experiment showed a metric tradeoff, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary26/08/2026