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prDS ISO/IEC TS 12791:2024

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

General information

10.00     Jan 22, 2025

DPS

DPS/KT 9

Technical Specification

35.020  

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 ISO/IEC TS 12791:2024
10.00 Proposal for new project registered
Jan 22, 2025

Related project

Adopted from ISO/IEC TS 12791:2024 IDENTICAL