Under publication
Technical Specification
ISO/IEC TS 12791
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
Reference number
ISO/IEC TS 12791
Edition 1
Under publication Technical Specification
ISO/IEC TS 12791
84110
Final production steps (up to seven weeks).

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

  •  : Under development
    : International Standard under publication [60.00]
  •  : 1
  • ISO/IEC JTC 1/SC 42
    35.020 
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