ISO/IEC/TS 12791-ed.1.0

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

STANDARD published on 31.10.2024

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The information about the standard:

Designation standards: ISO/IEC/TS 12791-ed.1.0
Publication date standards: 31.10.2024
The number of pages: 24
Approximate weight : 72 g (0.16 lbs)
Country: International technical standard
Category: Technical standards ISO

Annotation of standard text ISO/IEC/TS 12791-ed.1.0 :

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.