Representativeness & Specification Assessments

From The Foundation for Best Practices in Machine Learning
Organisation Best Practices > Product and Model Oversight & Management > Representativeness & Specification Assessments

Representativeness & Specification Assessments


Products should regularly complete Representativeness & Specification assessments according to Product Lifecycle and Workflow Descriptions to the extent that is reasonably practical. Assessment findings ought to be documented by the Product Team and reviewed by Data Science Managers and, when relevant, the Management Committee.


To analyse, test, and report the risks identified with, and measures taken to ensure, Product Representativeness and Specification at regular intervals within the Product Lifecycle and Workflow Description.

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