EstimatorReport.inspection#

EstimatorReport.inspection()[source]#

Accessor for model inspection related operations.

You can access this accessor using the inspection attribute.

Methods#

Here are the methods that are available through this accessor:

  • help() – Display accessor help using rich or HTML

  • coefficients() – Retrieve the coefficients of a linear model, including the intercept

  • impurity_decrease() – Retrieve the Mean Decrease in Impurity (MDI) of a tree-based model

  • permutation_importance() – Display the permutation feature importance