Explainability Requirements

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Explainability > Explainability Requirements

Explainability Requirements

Control

Document and assess the explainability and transparency requirements and levels in light of (a) Explainability Aims, (b) Explainability Stakeholders, and (c) Explainability Risks, taking care that the elicitation of said requirements involves appropriate guidance, education and understanding of Stakeholders.


Aim

To (a) clearly document the explainability requirements of the Model; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information