shap_beeswarm

The signature SHAP summary: one jittered point per (observation, variable),
positioned by SHAP value and colored by the feature value, min-max scaled
to <code>[0, 1]</code> within each variable so every variable's own range maps
to the full color gradient. Categorical features have no numeric value and
render as a neutral gray (no numeric value to scale).

Graphic elements for exploring Random Forests using the
'randomForest' or 'randomForestSRC' package for survival, regression
and classification forests and 'ggplot2' package plotting. Implements
visualizations of the methods described in Breiman (2001)
<doi:10.1023/A:1010933404324> and Ishwaran, Kogalur, Blackstone, and
Lauer (2008) <doi:10.1214/08-AOAS169>.

John Ehrlinger

ggRandomForests

Visually Exploring Random Forests

shap_beeswarm function

<dl><dt>x</dt>
<dd>A <code>gg_shap</code> object.</dd>
<dt>...</dt>
<dd>Unused.</dd></dl>

Arguments

SHAP beeswarm summary plot — shap_beeswarm

<dl>

<dt>x</dt>
<dd>A <code>gg_shap</code> object.</dd>


<dt>...</dt>
<dd>Unused.</dd>

</dl>

shap_beeswarm: SHAP beeswarm summary plot

Description

Usage

Value

Arguments

See Also