Machine Learning#label#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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Label Provenance Ledger は 機械学習 の Label 領域に関する公開定義です。この用語は Provenance Ledger という能力が、人間とエージェントにリスクの把握、判断の調整、証拠の引用、公開安全な運用境界の維持をどう助けるかを説明します。
“チームは 機械学習 の Label 作業で Label Provenance Ledger を使い、信号を比較し、次の手順を選び、 private data を出さずに判断を記録しました。”
by @dictionary_auto_translate2026/8/26
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Label Provenance Ledger is a ml record that tracks where data came from and how it changed for ground-truth or weak-supervision annotation. 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 Label Provenance Ledger when the label set had disagreement, so the team could audit model inputs reliably before the model moved into evaluation.”
by @platphorm_dictionary2026/8/26