get_distance_score: 'get_distance_score' calculated tree based distance score for...

In imbs-hl/timbR: Tree interpretation methods based on ranger

get_distance_score calculated tree based distance score for a single tree to a random forest built with ranger.

Description

get_distance_score calculated tree based distance score for a single tree to a random forest built with ranger.

Usage

get_distance_score(rf, dist_val_rf, dist_val_tree, metric, test_data = NULL)

Arguments

rf	Object of class ranger used with write.forest = TRUE.
dist_val_rf	Distance values for the random forest created with get_distance_values()
dist_val_tree	Distance values for the tree created with get_distance_values()
metric	Specification of distance (dissimilarity) metric. Available are "splitting variables", "weighted splitting variables", and "prediction".
test_data	Additional data set comparable to the data set rf was build on. Only needed for metric "prediction".

Value

mean distance of tree to random forest

Author(s)

Lea Louisa Kronziel, M.sc.

imbs-hl/timbR documentation built on April 17, 2025, 2:08 p.m.