API for randomForestExplainer
Explaining and Visualizing Random Forests in Terms of Variable Importance
| Global functions | |
|---|---|
| calculate_tree_depth | Source code |
| calculate_tree_depth_ranger | Source code |
| conditional_depth | Source code |
| conditional_depth_ranger | Source code |
| explain_forest | Man page Source code |
| get_min_depth_means | Source code |
| important_variables | Man page Source code |
| measure_importance | Man page Source code |
| measure_importance.randomForest | Source code |
| measure_importance.ranger | Source code |
| measure_min_depth | Source code |
| measure_no_of_nodes | Source code |
| measure_no_of_nodes_ranger | Source code |
| measure_no_of_trees | Source code |
| measure_p_value | Source code |
| measure_times_a_root | Source code |
| measure_vimp | Source code |
| measure_vimp_ranger | Source code |
| min_depth_count | Source code |
| min_depth_distribution | Man page Source code |
| min_depth_distribution.randomForest | Source code |
| min_depth_distribution.ranger | Source code |
| min_depth_interactions | Man page |
| min_depth_interactions_values | Source code |
| plot_importance_ggpairs | Man page Source code |
| plot_importance_rankings | Man page Source code |
| plot_min_depth_distribution | Man page Source code |
| plot_min_depth_interactions | Man page |
| plot_multi_way_importance | Man page Source code |
| plot_predict_interaction | Man page |
