swiss_roll: Generate Swiss Roll Data

In cardinalR: Collection of Data Structures

Generate Swiss Roll Data

Description

This function generates data points in the shape of a Swiss roll.

Usage

swiss_roll(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 Swiss roll data points.

Examples

# Generate Swiss roll data with noise with custom parameters
set.seed(20240412)
data <- swiss_roll(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)

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