tree_to_text: Get latex code in the format of the package "forest" for the...
In imbs-hl/timbR: Tree interpretation methods based on ranger

tree_to_text

R Documentation

Get latex code in the format of the package "forest" for the plot of the decision tree

Description

Get latex code in the format of the package "forest" for the plot of the decision tree

Usage

tree_to_text(
  node_id,
  tree_info_df,
  train_data_df,
  test_data_df,
  rf_list,
  tree_number,
  dependent_var,
  show_sample_size,
  show_prediction_nodes,
  show_uncertainty,
  show_coverage,
  show_intervalwidth,
  vert_sep,
  hor_sep,
  colors
)

Arguments

`node_id`	Node ID of the node whose parent ID is to be determined
`tree_info_df`	Data frame containing information about the structure of the decision tree, which is built like a "treeInfo()" data frame from the package "ranger"
`train_data_df`	Data frame of the training data with which the random forest was trained
`test_data_df`	Data frame of the test data (only needed, if show_coverage = TRUE)
`rf_list`	Random forest, which is built like the one you get from ranger()
`tree_number`	Number of the decision tree of the rf_list to be displayed
`dependent_var`	Name of the column of the dependent variable in training data
`show_sample_size`	Option to display percentage of observations that reach nodes during training (TRUE or FALSE)
`show_prediction_nodes`	Option to display prediction in all nodes (TRUE or FALSE)
`show_uncertainty`	Option to display uncertainty quantification in terminal nodes (for now only available for regression)
`show_coverage`	Option to display marginal coverage (only in combination with show_uncertainty = TRUE)
`show_intervalwidth`	Option to display interval width uncertainty quantification in terminal nodes (only in combination with show_uncertainty = TRUE)
`vert_sep`	Vertical spacing of nodes in mm (parameter from Latex package "forest")
`hor_sep`	Horizontal spacing of nodes in mm (parameter from Latex package "forest")