tl_plot_xgboost_shap_dependence: Plot SHAP dependence for a specific feature

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

Plot SHAP dependence for a specific feature

Description

Plot SHAP dependence for a specific feature

Usage

tl_plot_xgboost_shap_dependence(
  model,
  feature,
  interaction_feature = NULL,
  data = NULL,
  n_samples = 100
)

Arguments

model	A tidylearn XGBoost model object
feature	Feature name to plot
interaction_feature	Feature to use for coloring (default: NULL)
data	Data for SHAP value calculation (default: NULL, uses training data)
n_samples	Number of samples to use (default: 100, NULL for all)

Value

A ggplot object with SHAP dependence plot

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