label.feature

<code>label.feature</code> helps to modify labels. If a list is created in the global
environment named new_labels (<code>!is.null(new_labels</code>), the plots will
use that list to replace default list of labels
<code>labels_within_package</code>.

Aid in visual data investigations
using SHAP (SHapley Additive exPlanation) visualization plots for 'XGBoost' and 'LightGBM'.
It provides summary plot, dependence plot, interaction plot, and force plot and relies on
the SHAP implementation provided by 'XGBoost' and 'LightGBM'.
Please refer to 'slundberg/shap' for the original implementation of SHAP in 'Python'.

Yang Liu

SHAPforxgboost

SHAP Plots for 'XGBoost'

Allan Just

Michael Mayer

label.feature function

<dl><dt>x</dt>
<dd>variable names</dd></dl>

Arguments

Modify labels for features under plotting — label.feature

<dl>

<dt>x</dt>
<dd>variable names</dd>

</dl>

label.feature: Modify labels for features under plotting

Description

Usage

Value

Arguments