Final Draft International Standard
ISO/IEC DTS 12791.2
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
Reference number
ISO/IEC DTS 12791.2
Edition 1
Final Draft
International Standard
ISO/IEC DTS 12791.2
This draft is in the approval phase.


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

  •  : Under development
    : Proof sent to secretariat or FDIS ballot initiated: 8 weeks [50.20]
  •  : 1
     : 24
  • ISO/IEC JTC 1/SC 42
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