Summary Table of Permutation Variable Importance

Returns a formatted table of feature importance rankings and dropout losses.

Usage

tbl_permutation_importance(data, top_n = NULL, label_map = NULL, style = NULL)

Arguments

data

A data frame from [summarize_dalex_importance()].

top_n

Optional integer limit on the number of features to return.

label_map

Optional label mapping (see [cbe_labels()]).

style

Optional label style (`"short"` or `"full"`).

Value

A tibble with `rank`, `variable`, `importance`, and `dropout_loss`.