All functions

explain_forest()

Explain a random forest

important_variables()

Extract k most important variables in a random forest

measure_importance()

Importance of variables in a random forest

min_depth_distribution()

Calculate minimal depth distribution of a random forest

min_depth_interactions()

Calculate mean conditional minimal depth

plot_importance_ggpairs()

Plot importance measures with ggpairs

plot_importance_rankings()

Plot importance measures rankings with ggpairs

plot_min_depth_distribution()

Plot the distribution of minimal depth in a random forest

plot_min_depth_interactions()

Plot the top mean conditional minimal depth

plot_multi_way_importance()

Multi-way importance plot

plot_predict_interaction()

Plot the prediction of the forest for a grid of values of two numerical variables