The How of Explainable AI: Explainable Modelling

Bahador Khaleghi
Towards Data Science
11 min readJul 31, 2019

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In the first part of our overview of the How of Explainable AI, we looked a pre-modelling explainability. However, the true scope of explainability is much broader. Explainability can be considered at all stages of AI development, namely, pre-modelling, model development, and post-modelling.

The majority of AI explainability literature aims at explaining a black-box model that is…

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