shap_values_iris

<p>SHAP values example using iris dataset.</p>

iris

The aim of 'SHAPforxgboost' is to aid in visual data investigations
using SHAP (SHapley Additive exPlanation) visualization plots for 'XGBoost'.
It provides summary plot, dependence plot, interaction plot, and force plot.
It relies on the 'dmlc/xgboost' package to produce SHAP values.
Please refer to 'slundberg/shap' for the original implementation of SHAP in 'Python'.

Yang Liu

SHAPforxgboost

SHAP Plots for 'XGBoost'

Allan Just

shap_values_iris function

<p>An object of class <code>data.table</code> (inherits from <code>data.frame</code>) with 150 rows and 4 columns.</p>

shap_values_iris: SHAP values example using iris dataset.

Description

Usage

Arguments

Format