Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO/IEC TS 12791:2024)
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.
Begin
2023-08-24
WI
JT021013
Planned document number
DIN CEN/CLC ISO/IEC/TS 12791
Project number
04301054
Responsible national committee
NA 043-01-42-04 AK - Trustworthiness
Responsible european committee
CEN/CLC/JTC 21/WG 3 - Engineering aspects
