randomForestExplainer (version 0.10.1)

plot_min_depth_interactions: 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

# NOT RUN {
forest <- randomForest::randomForest(Species ~ ., data = iris, ntree = 100)
plot_min_depth_interactions(min_depth_interactions(forest, c("Petal.Width", "Petal.Length")))

# }