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sklademVydáno: 2024-10-31
ISO/IEC TS 12791:2024
Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks
Technologies de l'information - Intelligence artificielle - Traitement des biais indésirables dans les tâches d'apprentissage automatique de classification et de régression
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| Označení normy: | ISO/IEC TS 12791:2024 |
| Vydáno: | 2024-10-31 |
| Edice: | 1 |
| ICS: | 35.020 |
DESCRIPTION
ISO/IEC TS 12791:2024
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.