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ISO/IEC Technical Specification 12791

ISO/IEC TS 12791:2024
Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks
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.
BASE PUBLICATION
English

Technical committee

ISO/IEC JTC 1/ISO/IEC JTC 1/SC 42 Artificial Intelligence
Publication typeTechnical Specification
Publication date2024-10-31
Edition1.0
ICS

35.020

Pages24
File size1.16 MB
EditionDatePublicationEditionStatus
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