ISO/IEC TS 12791

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

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.

SDO:

ISO

Language:

English

ICS Codes:

35.020

Status:

Draft

Publish date:

1969-12-30

Standard Number:

ISO/IEC TS 12791