Plot glex Variable Importances
Usage
# S3 method for class 'glex_vi'
autoplot(
object,
by_degree = FALSE,
threshold = 0,
max_interaction = NULL,
scale = "absolute",
...
)Arguments
- object
Object of class
glex_vi, seeglex_vi().- by_degree
(
logical(1): FALSE) Optionally sum values by degree of interaction, resulting in one contribution score for all main effects, all second-order interactions, etc.- threshold
(
numeric(1): 0) Optional threshold to filter output to include only importance scores greater than this value. Refers to the chosenscale.- max_interaction
(
integer(1): NULL) Optionally filter plot to show terms up to the specified degree of interaction. Similar tothreshold, all other terms will be aggregated under a"Remaining terms"label.- scale
(
"absolute") Plot average absolute contributions (default) or the same value but scaled by the average prediction ("relative").- ...
(Unused)
Value
A ggplot object.
See also
Other Visualization functions:
autoplot.glex(),
glex_explain(),
plot_pdp()