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 Chapter 38,
DALEX in Chapter 39, and

additionally come with some convenience for mlr3.

# Model Interpretation {#interpretation}

```{r 09-interpretation-001, include = F}
library(mlr3)
library(mlr3book)
```

In principle, all generic frameworks for model interpretation are applicable on the models fitted with `r mlr3book::mlr_pkg("mlr3")` by just extracting the fitted models from the `r ref("Learner")` objects.

However, two of the most popular frameworks,

* `r mlr3book::cran_pkg("iml")` in @sec-iml,
* `r mlr3book::cran_pkg("DALEX")` in @sec-dalex, and

additionally come with some convenience for `r mlr3book::mlr_pkg("mlr3")`.