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Homepage>IEC Standards>ISO/IEC 5259-4:2024 - Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework
download between 0-24 hoursReleased: 2024-07-15
ISO/IEC 5259-4:2024 - Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework

ISO/IEC 5259-4:2024

Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework

Intelligence artificielle - Qualité des données pour les analyses de données et l’apprentissage automatique - Partie 4: Cadre pour le processus de qualité des données

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Standard number:ISO/IEC 5259-4:2024
Released:2024-07-15
Edition:1
ICS:35.020
Pages (English):28
DESCRIPTION

ISO/IEC 5259-4:2024

This document 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 labelling of data used for training ML systems, including common organizational approaches for training data labelling;

unsupervised ML;

semi-supervised ML;

reinforcement learning;

analytics.

This document is applicable to training and evaluation data that come from different sources, including data acquisition and data composition, data preparation, data labelling, evaluation and data use. This document does not define specific services, platforms or tools.