Final Draft International Standard
ISO/IEC DTS 12791
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
Reference number
ISO/IEC DTS 12791
Edition 1
© ISO 2024
Final Draft
International Standard
Under development
This draft is in the approval phase.

Abstract

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

General information

  • Status
     : Under development
    Stage
    : FDIS or proof referred back to TC or SC [50.92]
  • Edition
     : 1
    Number of pages
     : 22
  • 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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