Inspecting Black-Box EstimatorsΒΆ
eli5.explain_weights()
and eli5.explain_prediction()
support
a lot of estimators and pipelines directly, but it is not possible to support
everything explicitly. So eli5 provides a way to inspect ML pipelines as black
boxes: Permutation Importance method allows to use
eli5.explain_weights()
with black-box estimators, while LIME
allows to use eli5.explain_prediction()
.