(Sub)population Data

From The Foundation for Best Practices in Machine Learning

(Sub)population Data

Control

Gather data on (Sub)population membership. If a proxy approach is used, ensure the performance of the proxy is adequate in this context.


Aim

To (a) facilitate Fairness testing pre- and post-Model deployment; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information