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INCITS/ISO/IEC 5259-4:2024 (2024)

Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework (Identical National Adoption of ISO/IEC 5259-4:2024)
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INCITS/ISO/IEC 5259-4:2024 (2024)

Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework (Identical National Adoption of ISO/IEC 5259-4:2024)

PUBLISH DATE 2024
INCITS/ISO/IEC 5259-4:2024 (2024)
Establishes general common organizational approaches, regardless of the type, size, or nature of the applying organization, to ensure data quality for training and evaluation in analytics and machine learning (ML). It includes guidance on the data quality process for: supervised ML with regard to the labeling of data used for training ML systems, including common organizational approaches for training data labeling; unsupervised ML; semi-supervised ML; reinforcement learning; analytics.
SDO INCITS: Information Technology Industry Council
Document Number 5259-4
Publication Date Jan. 1, 2024
Language en - English
Page Count 38
Revision Level
Supercedes
Committee
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