prDS CEN/CLC ISO/IEC/TS 12791:2025

Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO/IEC TS 12791:2024)

General information

Current stage: 10.00 Effective date: 19 nën 2025

Originator: DPS

Type: Technical Specification

Scope

This document describes how to address unwanted bias in AI systems that use machine learning to conduct classification and regression tasks. This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted bias. This document is applicable to all types and sizes of organization.

Life cycle

NOW

IN_DEVELOPMENT
prDS CEN/CLC ISO/IEC/TS 12791:2025
10.00 Proposal for new project registered
19 nën 2025

prDS CEN/CLC ISO/IEC/TS 12791:2025

Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO/IEC TS 12791:2024)

General information

Scope

Life cycle

NOW

Related project

Adopted from CEN/CLC ISO/IEC/TS 12791:2024 IDENTICAL

Adopted from ISO/IEC TS 12791:2024 IDENTICAL