clustree
Deciding what resolution to use can be a difficult question when approaching a clustering analysis. One way to approach this problem is to look at how samples move as the number of clusters increases. This package allows you to produce clustering trees, a visualisation for interrogating clusterings as resolution increases.
Installation
You can install clustree from GitHub with:
# install.packages("devtools")
devtools::install_github("lazappi/clustree")To also build the vignettes use:
# install.packages("devtools")
devtools::install_github("lazappi/clustree", build_vignettes = TRUE)NOTE: Building the vignettes requires the installation of additional packages.
Documentation
To view the vignette and all the package documentation visit http://lazappi.github.io/clustree.