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dnaSRPS CEN/CLC ISO/IEC/TS 12791:2023

Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO/IEC DTS 12791:2023)

General information

50.60     Feb 1, 2024


Technical Specification




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.

Life cycle


dnaSRPS CEN/CLC ISO/IEC/TS 12791:2023
50.60 Close of voting. Proof returned by secretariat
Feb 1, 2024

Related project

Adopted from FprCEN/CLC ISO/IEC/TS 12791 IDENTICAL

Adopted from FprCEN/CLC ISO/IEC/TS 12791 IDENTICAL

Adopted from ISO/IEC TS 12791 IDENTICAL