plot_min_depth_interactions: Plot the top mean conditional minimal depth

In ModelOriented/randomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance

Plot the top mean conditional minimal depth

Description

Plot the top mean conditional minimal depth

Usage

plot_min_depth_interactions(
  interactions_frame,
  k = 30,
  main = paste0("Mean minimal depth for ", paste0(k, " most frequent interactions"))
)

Arguments

interactions_frame	A data frame produced by the min_depth_interactions() function or a randomForest object
k	The number of best interactions to plot, if set to NULL then all plotted
main	A string to be used as title of the plot

Value

A ggplot2 object

Examples

forest <- randomForest::randomForest(Species ~ ., data = iris, ntree = 100)
plot_min_depth_interactions(min_depth_interactions(forest, c("Petal.Width", "Petal.Length")))

ModelOriented/randomForestExplainer documentation built on March 23, 2024, 10:31 p.m.