prCEN/CLC ISO/IEC/TS 12791:2025
Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks
General information
Status:Project
Number of pages:0
Adoption method:Proglašavanje
Edition:1.
Realization date:24.01.2025
Forseen date for next stage code:30.01.2025
Technical committee:BAS/TC 1, Information technology
ICS:
35.020, Information technology (IT) in general
Abstract
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.
Lifecycle
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Original document and degree of correspondence
CEN/CLC ISO/IEC/TS 12791:2024, identical
ISO/IEC TS 12791:2024, identical
Work material
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