Product Subject Appeal Process

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Fairness & Non-Discrimination > Product Subject Appeal Process

Product Subject Appeal Process

Control

Incorporate a "right of appeal" procedure into the Model's deployment, where Product Subjects can request a human review of the modeling decision. Collect data around this process and use it to inform Model design choices.


Aim

To (a) ensure that Product Subjects are, at a minimum, made aware of the results of Model decisions; and (b) allow inaccurate predictions to be corrected.


Additional Information