ISO/IEC TS 12791:2024
Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
- Standard No.
- ISO/IEC TS 12791:2024
- Release Date
- 2024
- Published By
- International Organization for Standardization (ISO)
- Latest
- ISO/IEC TS 12791:2024
- Scope
- This document describes how to address undesired bias in AI systems that use machine learning for classification and regression tasks. This document provides mitigation techniques that can be applied throughout the lifecycle of AI systems in order to address undesired bias. This document is applicable to organizations of all types and sizes.
ISO/IEC TS 12791:2024 Referenced Document
- ISO/IEC 22989:2022 Information technology — Artificial intelligence — Artificial intelligence concepts and terminology
- ISO/IEC 5259-4:2024 Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 4: Data quality process framework*， 2024-07-15 Update
- ISO/IEC/IEEE 29119-3:2021 Software and systems engineering — Software testing — Part 3: Test documentation
ISO/IEC TS 12791:2024 history
- 2024 ISO/IEC TS 12791:2024 Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
Standard and Specification
ISO/IEC FDIS 12791:2024 technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
DANSK DS/ISO/IEC TS 12791:2024 technology – Artificial intelligence – Treatment of unwanted bias in classification and regression machine learning tasks
PD CEN/CLC ISO/IEC/TS 12791:2024 technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
FprCEN/CLC ISO/IEC/TS 12791 technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO
DANSK DS/CEN/CLC ISO/IEC/TS 12791:2024 Information technology – Artificial intelligence – Treatment of unwanted bias in classification and regression machine learning tasks (ISO
ISO/IEC CD TS 12791 Information technology — Artificial intelligence — Treatment of unwanted bias in classification and regression machine learning tasks
BS PD CEN/CLC ISO/IEC/TS 12791:2024 Information technology. Artificial intelligence. Treatment of unwanted bias in classification and regression machine learning tasks
CEI UNI CEN/CLC ISO/IEC/TS 12791:2025 Information technology – Artificial intelligence – Treatment of unwanted bias in classification and regression machine learning tasks
CEN/CLC ISO/IEC/TS 12791:2024 Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks (ISO