treesource.clusterforest

A function that can be used to get insight into a clusterforest solution, in the case that there is a known
source of variation underlying the forest.
It visualizes the number of trees from each source that belong to each cluster.

Get insight into a forest of classification trees, by calculating similarities between the trees, and subsequently clustering them. Each cluster is represented by it's most central cluster member. The package implements the methodology described in Sies & Van Mechelen (2020) <doi:10.1007/s00357-019-09350-4>.

Aniek Sies

C443

See a Forest for the Trees

Kristof Meers

Iven Van Mechelen

treesource.clusterforest function

<dl><dt>clusterforest</dt>
<dd>The clusterforest object</dd>
<dt>solution</dt>
<dd>The solution</dd></dl>

Arguments

Mapping the tree clustering solution to a known source of variation underlying the forest — treesource.clusterforest

<dl>

<dt>clusterforest</dt>
<dd>The clusterforest object</dd>


<dt>solution</dt>
<dd>The solution</dd>

</dl>

treesource.clusterforest: Mapping the tree clustering solution to a known source of variation underlying the forest

Description

Usage

Arguments