美利体育登录入口官网:SIS-ISO/IEC TS 4213:2022
信息技术 人工智能 机器学习分类性能评估
Information technology — Artificial Intelligence — Assessment of machine learning classification performance (ISO/IEC TS 4213:2022, IDT)
- 标准号
- SIS-ISO/IEC TS 4213:2022
- 发布
- 2022年
- 国际标准分类(ICS)
- 35.020 信息技术(IT)综合
- 总页数
- 11页
- 发布单位
- 瑞典标准研究所
- 当前最新
- SIS-ISO/IEC TS 4213:2022
- 引用标准
- ISO/IEC 22989:2022 ISO/IEC 23053:2022
- 本体
- 机器学习 模型
- 适用范围
- 本文档指定了测量机器学习模型、系统和算法的分类性能的方法。
| 术语 | 描述 |
|---|---|
| 分类 classification | method of structuring a defined type of item (objects or documents) into classes and subclasses in accordance with their characteristics |
| 分类器 classifier | trained model and its associated mechanism used to perform classification |
| 评估 evaluation | process of comparing the classification predictions made by the model on data to the actual labels in the data |
| 假阴性 false negative | sample wrongly classified as negative |
| 假阳性 false positive | sample wrongly classified as positive |