Package index • glex

Model explanation

Functional decomposition of model predictions

glex(): Global explanations for tree-based models.

glex_vi(): Variable Importance for Main and Interaction Terms

Visualisation

Visualize main and interaction terms

autoplot(<glex>) plot_main_effect() plot_threeway_effects() plot_twoway_effects(): Plot Prediction Components

plot_pdp(): Partial Dependence Plot

autoplot(<glex_vi>): Plot glex Variable Importances

glex_explain(): Explain a single prediction

Utility functions

subset_components() subset_component_names(): Subset components

print(<glex>): Print glex objects

theme_glex(): A ggplot2 theme for glex plots

Data

bike: Bikesharing data