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)
- Lastest
- ISO/IEC TS 12791:2024
- Introduction
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Standard Name: Information Technology — Artificial Intelligence — Treatment of Unwanted Bias in Classification and Regression Machine Learning Tasks
Standard Number: ISO/IEC TS 12791:2024
Scope: This technical specification aims to provide guidelines on how to address unwanted bias in the classification and regression tasks of machine learning systems. It covers the lifecycle stages from inception through deployment, including data sourcing, algorithm design, testing methodologies, and continuous monitoring for bias mitigation.
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