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
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Experiment Provenance Ledger e uma definicao publica de aprendizado de maquina para a area Experiment. Ela explica como a capacidade Provenance Ledger ajuda pessoas e agentes a reconhecer riscos, coordenar decisoes, citar evidencias e manter limites operacionais seguros, confiaveis e rastreaveis.
“Uma equipe usou Experiment Provenance Ledger em trabalho de aprendizado de maquina no dominio Experiment, para comparar sinais, escolher o proximo passo e registrar a decisao sem expor dados privados.”
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