tl_plot_xgboost_shap_summary: Plot SHAP summary for XGBoost model

In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem

Plot SHAP summary for XGBoost model

Description

Plot SHAP summary for XGBoost model

Usage

tl_plot_xgboost_shap_summary(model, data = NULL, top_n = 10, n_samples = 100)

Arguments

model	A tidylearn XGBoost model object
data	Data for SHAP value calculation (default: NULL, uses training data)
top_n	Number of top features to display (default: 10)
n_samples	Number of samples to use (default: 100, NULL for all)

Value

A ggplot object with SHAP summary

tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.