Prohibited Data Sources

From The Foundation for Best Practices in Machine Learning

Prohibited Data Sources

Control

Develop and maintain an index of data sources or features that should not be made available or utilized because of the risks of harming (Sub)populations, specifically Protected Classes.


Aim

To (a) prohibit the actioning of data sources that will disproportionately prejudice (Sub)populations; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information