ISO/IEC FDIS 12791
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
pending, Most Current
| Organization: | ISO |
| Publication Date: | 9 November 2023 |
| Status: | pending |
| Page Count: | 30 |
| ICS Code (Information technology (IT) in general): | 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.
Document History
ISO/IEC FDIS 12791
November 9, 2023
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
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...