8 Model Interpretation

In principle, all generic frameworks for model interpretation are applicable on the models fitted with mlr3 by just extracting the fitted models from the Learner objects.

However, two of the most popular frameworks,

• iml in Subsection 8.1,
• DALEX in Subsection 8.2, and

additionally come with some convenience for mlr3.