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Homepage>IEC Standards>ISO/IEC TS 12791:2024 - Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks
download between 0-24 hoursReleased: 2024-10-31

ISO/IEC TS 12791:2024

Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks

Technologies de l'information - Intelligence artificielle - Traitement des biais indésirables dans les tâches d'apprentissage automatique de classification et de régression

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Standard number:ISO/IEC TS 12791:2024
Released:2024-10-31
Edition:1
ICS:35.020
DESCRIPTION

ISO/IEC TS 12791:2024

This document describes how to address unwanted bias in AI systems that use machine learning to conduct classification and regression tasks. This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted bias. This document is applicable to all types and sizes of organization.