Plot the top mean conditional minimal depth

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")))
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