depth_distance: Depth Distance

In sipemu/case-based-reasoning: Case Based Reasoning

Depth Distance

Description

This function returns for each observation the pairwise sum of edges between the corresponding terminal nodes over each tree in the random forest.

Usage

depth_distance(x, y = NULL, rfObject)

Arguments

x	A data.frame with the same columns as in the training data of the RandomForest model
y	A data.frame with the same columns as in the training data of the RandomForest model
rfObject	ranger object

Examples

require(ranger)
rf <- ranger(Species ~ ., data = iris, num.trees = 5, write.forest = TRUE)
depth_distance(x=iris[, -5], rfObject=rf)

sipemu/case-based-reasoning documentation built on May 5, 2023, 12:59 a.m.