(Sub)population Data Access

From The Foundation for Best Practices in Machine Learning

(Sub)population Data Access

Control

Keep separate Model development data and (Sub)population membership data (if applicable Regulations allow the possession and processing of such in the first place), especially if the use of (Sub)population data in the Model is prohibited or would introduce fairness concerns.


Aim

To (a) guarantee that (Sub)population membership data does not inadvertently leak into a Model during development.


Additional Information