gen_clusteredspheres: Generate Small Spheres Within a Big Sphere

In cardinalR: Collection of Data Structures

Generate Small Spheres Within a Big Sphere

Description

This function generates a dataset representing a structure with a small and big spheres.

Usage

gen_clusteredspheres(
  n = c(1000, 100),
  k = 3,
  p = 4,
  r = c(15, 3),
  loc = 10/sqrt(3)
)

Arguments

n	A numeric vector (default: c(1000, 100)) representing the sample sizes of the big and small spheres respectively.
k	A numeric value (default: 3) representing the number of small spheres.
p	A numeric value (default: 4) representing the number of dimensions.
r	A numeric vector (default: c(15, 3)) representing the radius of the big and small spheres respectively.
loc	A numeric value (default: 10 / sqrt(3) representing how far the small spheres are placed from each other.

Value

A data containing small spheres within a big sphere.

Examples

set.seed(20240412)
clusteredspheres <- gen_clusteredspheres(n = c(1000, 100), k = 3, p = 4,
r = c(15, 3), loc = 10 / sqrt(3))

cardinalR documentation built on Aug. 21, 2025, 5:27 p.m.