Explainability Modelling Mapping & Analysis

Explainability Modelling Mapping & Analysis

Control

Document and analyse the technical needs of Model explainability in light of the Explainability Matrix, inclusive of considerations of global vs. local explainability and/or pre-modelling explainability, modelling explainability, and post-hoc modelling explainability.

Aim

To (a) identify the technical needs of the Explainability Matrix; and (b) highlight associated risks that might occur in the Product Lifecycle.