(Sub)populations Definition

From The Foundation for Best Practices in Machine Learning

(Sub)populations Definition

Control

Define (Sub)populations that are subject to Fairness concern, with input from Domain and/or legal experts when relevant.


Aim

To (a) ensure that vulnerable and affected populations are appropriately identified in all subsequent Fairness testing and Model build; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information