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 |