标准摘要
[中文适用范围]： 本文件描述了如何解决使用机器学习进行分类和回归任务的人工智能系统中的非期望偏差。本文件提供了可以在人工智能系统的整个生命周期中应用的缓解技术，以便处理非期望偏差。本文件适用于所有类型和规模的组织。 [外文原描述]： 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.
英文名称Information technology - Artificial intelligence - Treatment of unwanted bias in classification and regression machine learning tasks