getsingletree

This is an internal function

Usage

getsingletree(RF, k = 1, add_layer = FALSE)

Arguments

RF

A ranger::ranger object.

k

Tree index to convert.

add_layer

Value

A tree data frame for the kth tree in RF. Each row of the tree data frames corresponds to a node of the respective tree and the columns correspond to:

• nodeID: ID of the respective node (important for left and right daughters in the next columns)

• leftdaughter: ID of the left daughter of this node

• rightdaughter: ID of the right daughter of this node

• splitvariable: ID of the split variable

• splitpoint: Split point of the split variable. For categorical variables this is a comma separated lists of values, representing the factor levels (in the original order) going to the right.

• status: 0 for terminal (splitpoint is NA) and 1 for non-terminal.