Technical Specification
ISO/IEC TS 12791:2024
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
Reference number
ISO/IEC TS 12791:2024
Edition 1
2024-10
© ISO 2024
Technical Specification
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Published (Edition 1, 2024)

ISO/IEC TS 12791:2024

Language
Format
CHF 129
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Abstract

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.

General information

  • Status
     : Published
    Publication date
     : 2024-10
    Stage
    : International Standard published [60.60]
  • Edition
     : 1
    Number of pages
     : 24
  • Technical Committee :
    ISO/IEC JTC 1/SC 42
    ICS :
    35.020 
  • RSS updates

Life cycle

Sustainable Development Goals

This standard contributes to the following Sustainable Development Goals

5
Gender Equality
8
Decent Work and Economic Growth
9
Industry, Innovation and Infrastructure
10
Reduced Inequalities

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