Explainability Aims

From The Foundation for Best Practices in Machine Learning

Explainability Aims

Control

Having consideration for (a) Product Definition(s), (b) the explanations and/or transparency sought, (c) the Model adopted, and (d) datasets used, document and assess the explainability aims of the Model.


Aim

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


Additional Information