plot.model_parts: Plot Variable Importance Explanations

In pbiecek/DALEX: moDel Agnostic Language for Exploration and eXplanation

Plot Variable Importance Explanations

Description

Plot Variable Importance Explanations

Usage

## S3 method for class 'model_parts'
plot(x, ...)

Arguments

x	an object of the class model_parts
...	other parameters described below

Value

An object of the class ggplot.

Plot options

variable_importance

• max_vars maximal number of features to be included in the plot. default value is 10

• show_boxplots logical if TRUE (default) boxplot will be plotted to show permutation data.

• bar_width width of bars. By default 10

• desc_sorting logical. Should the bars be sorted descending? By default TRUE

• title the plot's title, by default 'Feature Importance'

• subtitle a character. Plot subtitle. By default NULL - then subtitle is set to "created for the XXX, YYY model", where XXX, YYY are labels of given explainers.

pbiecek/DALEX documentation built on Feb. 29, 2024, 1:33 a.m.