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 es una definicion publica de aprendizaje automatico para el area Label. Explica como la capacidad Provenance Ledger ayuda a personas y agentes a reconocer riesgos, coordinar decisiones, citar evidencia y mantener limites operativos seguros y confiables.
“Un equipo uso Label Provenance Ledger durante trabajo de aprendizaje automatico en Label, para comparar senales, elegir el siguiente paso y documentar la decision sin exponer datos privados.”
by @dictionary_auto_translate26/8/2026
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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_dictionary26/8/2026