aspect_importance |
Calculates importance of variable groups (called aspects) for a selected observation |
aspect_importance.default |
Calculates importance of variable groups (called aspects) for a selected observation |
aspect_importance.explainer |
Calculates importance of variable groups (called aspects) for a selected observation |
aspect_importance_single |
Aspects importance for single aspects |
aspect_importance_single.default |
Aspects importance for single aspects |
aspect_importance_single.explainer |
Aspects importance for single aspects |
calculate_triplot |
Calculate triplot that sums up automatic aspect/feature importance grouping |
calculate_triplot.default |
Calculate triplot that sums up automatic aspect/feature importance grouping |
calculate_triplot.explainer |
Calculate triplot that sums up automatic aspect/feature importance grouping |
cluster_variables |
Creates a cluster tree from numeric features |
cluster_variables.default |
Creates a cluster tree from numeric features |
get_sample |
Function for getting binary matrix |
group_variables |
Helper function that combines clustering variables and creating aspect list |
hierarchical_importance |
Calculates importance of hierarchically grouped aspects |
lime |
Calculates importance of variable groups (called aspects) for a selected observation |
list_variables |
Cuts tree at custom height and returns a list |
model_triplot |
Calculate triplot that sums up automatic aspect/feature importance grouping |
plot.aspect_importance |
Function for plotting aspect_importance results |
plot.cluster_variables |
Plots tree with correlation values |
plot.hierarchical_importance |
Calculates importance of hierarchically grouped aspects |
plot.triplot |
Plots triplot |
predict_aspects |
Calculates importance of variable groups (called aspects) for a selected observation |
predict_triplot |
Calculate triplot that sums up automatic aspect/feature importance grouping |
print.aspect_importance |
Function for printing aspect_importance results |
print.triplot |
Calculate triplot that sums up automatic aspect/feature importance grouping |