make_clusters: Make circular clusters

In Henrik-Kowalkowski/rClustering: An example package for basic clutering

Make circular clusters

Description

Make circular clusters

Usage

make_clusters(
  n_clust,
  centers = "random",
  c_range,
  radii = c(1, 5),
  density,
  categorical = FALSE,
  seed = NULL
)

Arguments

n_clust	An integer number of clusters to generate.
centers	If "random" then centers are randomly generated from the c_range sequence. Otherwise, a list of cartesian coordinates for cluster centers should be provided.
c_range	Square Cartesian space from which centers can be drawn. Expressed as a vector of two integers.
radii	A vector of two integers, the range to choose the radius of each cluster from.
density	The relative number of points per cluster. A function of the cluster radius and beta distribution.
categorical	A fractional value if provided. Determines how useful a categorical variable should be with 1 being the most useful.
seed	Random seed to use to make the results reproducible.

Value

Dataframe, a set of labeled 2-d clusters.

Henrik-Kowalkowski/rClustering documentation built on April 13, 2022, 11:32 p.m.