dot-hier_clust_fit_stats: Simple Wrapper around hclust function

In tidyclust: A Common API to Clustering

Simple Wrapper around hclust function

Description

This wrapper prepares the data into a distance matrix to send to stats::hclust and retains the parameters num_clusters or h as an attribute.

Usage

.hier_clust_fit_stats(
  x,
  num_clusters = NULL,
  cut_height = NULL,
  linkage_method = NULL,
  dist_fun = Rfast::Dist
)

Arguments

x	matrix or data frame
num_clusters	the number of clusters
cut_height	the height to cut the dendrogram
linkage_method	the agglomeration method to be used. This should be (an unambiguous abbreviation of) one of "ward.D", "ward.D2", "single", "complete", "average" (= UPGMA), "mcquitty" (= WPGMA), "median" (= WPGMC) or "centroid" (= UPGMC).
dist_fun	A distance function to use

Value

A dendrogram

tidyclust documentation built on Sept. 26, 2023, 1:08 a.m.