Plot the distribution of minimal depth in a random forest

Plot the distribution of minimal depth in a random forest — plot_min_depth_distribution

plot_min_depth_distribution(
  min_depth_frame,
  k = 10,
  min_no_of_trees = 0,
  mean_sample = "top_trees",
  mean_scale = FALSE,
  mean_round = 2,
  main = "Distribution of minimal depth and its mean"
)

Arguments

min_depth_frame: A data frame output of min_depth_distribution function or a randomForest object
k: The maximal number of variables with lowest mean minimal depth to be used for plotting
min_no_of_trees: The minimal number of trees in which a variable has to be used for splitting to be used for plotting
mean_sample: The sample of trees on which mean minimal depth is calculated, possible values are "all_trees", "top_trees", "relevant_trees"
mean_scale: Logical: should the values of mean minimal depth be rescaled to the interval [0,1]?
mean_round: The number of digits used for displaying mean minimal depth
main: A string to be used as title of the plot

Arguments

Examples