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 |