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ISO/IEC TS 12791:2024

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

Publication date:   Oct 31, 2024

General information

60.60 Standard published   Oct 31, 2024

ISO/IEC

ISO/IEC JTC 1/SC 42 Artificial intelligence

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
ISO/IEC TS 12791:2024
60.60 Standard published
Oct 31, 2024