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Active standard | Published: 31/10/2024
ISO/IEC/TS 12791-ed.1.0
Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks
(Technologies de l´information - Intelligence artificielle - Traitement des biais indesirables dans les taches d´apprentissage automatique de classification et de regression)
Available languages: English
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Detail information
Designation: ISO/IEC/TS 12791-ed.1.0
Publication date: 31/10/2024
Pages: 24
Country: International technical standard
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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.
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