This package contains support or convenience functions for modelling in R. Since the functions for this package originated from taking functions from a diverse range of modelling tasks/projects, these functions are not specific to particular types of models.
modeltoolbox is not released on CRAN (yet). You can install the latest development version from GitHub with:
install.packages("devtools")
devtools::install_github("martinctc/modeltoolbox")
The run_hclust() function allows you to run hierarchical clustering straight from a tibble:
library(modeltoolbox)
library(tidyverse)
iris %>%
select(-Species) %>%
run_hclust(method = "complete", dmeth = "euclidean")
The function then returns a hclust object:
Call:
hclust(d = dist(x, method = dmeth), method = method)
Cluster method : complete
Distance : euclidean
Number of objects: 150
This package is currently still under development, so it does come with a health warning: if you do wish to use them - have a check and run through the examples before assimilating them into your analysis.
Also check out my website for my other work and packages.