Explainability Feature Selection

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

Explainability Feature Selection

Control

Document and analyse the degree of Feature explainability needed in light of the Explainability Matrix.


Aim

To (a) identify the requisite degree of Feature explainability needed; and (b) highlight associated risks that might occur in the Product Lifecycle, such as later stage Model retraining due to feature ambiguity.


Additional Information