depth_distance {CaseBasedReasoning}

R Documentation

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)

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