binner

internal

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

binner function

<dl><dt>y</dt>
<dd>Numeric vector to be binned.</dd>
<dt>n_bins</dt>
<dd>If <code>y</code> has up to this number of unique values, no binning is done.</dd></dl>

Arguments

Bins a variable into n_bins quantile groups. — binner

<dl>

<dt>y</dt>
<dd>Numeric vector to be binned.</dd>


<dt>n_bins</dt>
<dd>If <code>y</code> has up to this number of unique values, no binning is done.</dd>

</dl>

binner: Bins a variable into n_bins quantile groups.

Description

Usage

Arguments