one_doublet_four_clusts: Generate Doublets with Four Clusters and Noise

In cardinalR: Collection of Data Structures

Generate Doublets with Four Clusters and Noise

Description

This function generates data with one set of doublets (pairs of clusters) containing four clusters, along with added background noise.

Usage

one_doublet_four_clusts(n, num_noise, min_n, max_n)

Arguments

n	The total number of data points to be generated.
num_noise	The number of additional noise dimensions to be generated.
min_n	The minimum value for the noise added to the data points.
max_n	The maximum value for the noise added to the data points.

Value

A matrix containing the generated data, with each row representing a data point.

Examples

# Generate doublets with four clusters and noise with custom parameters
set.seed(20240412)
data <- one_doublet_four_clusts(
  n = 440, num_noise = 2,
  min_n = -0.05, max_n = 0.05
)

cardinalR documentation built on May 29, 2024, 4:37 a.m.