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CEN/CLC ISO/IEC/TS 12791:2024

Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO/IEC TS 12791:2024)

Publication date:   Dec 16, 2024

General information

60.60 Standard published   Nov 13, 2024

CEN/CENELEC

CEN/CLC/JTC 21

Technical Specification

35.020   Information technology (IT) in general

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Scope

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.

Life cycle

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PUBLISHED
CEN/CLC ISO/IEC/TS 12791:2024
60.60 Standard published
Nov 13, 2024