Validating and Verifying AI Systems

被引：18

作者：

Hand, David J. ^{[1
]}

Khan, Shakeel ^{[2
]}

机构：

[1] Imperial Coll, Dept Math, London, England

[2] Her Majestys Revenue & Customs, Chief Data Officers Team, London, England

来源：

PATTERNS | 2020年 / 1卷 / 03期

关键词：

D O I：

10.1016/j.patter.2020.100037

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

AI systems will only fulfill their promise for society if they can be relied upon. This means that the role and task of the system must be properly formulated; that the system must be bug free, be based on properly representative data, and can cope with anomalies and data quality issues; and that its output is sufficiently accurate for the task.

引用

页数：3

共 6 条

[1]

Breck E., 2019, P 2 SYSML C

[2] Assessing the Performance of Classification Methods [J].