spiral_3d: Generate a spiral dataset with optional noise.

In cardinalR: Collection of Data Structures

Generate a spiral dataset with optional noise.

Description

This function generates a dataset arranged in a spiral pattern with optional noise.

Usage

spiral_3d(n, num_dims, num_noise, min_n, max_n)

Arguments

n	Total number of data points to generate.
num_dims	Number of effective dimensions for each data point.
num_noise	Number of additional noise dimensions to add to the data.
min_n	Minimum value for the noise added to the data.
max_n	Maximum value for the noise added to the data.

Value

A matrix containing the generated data points with or without added noise.

Examples

set.seed(20240412)
spiral_3d(n = 100, num_dims = 10, num_noise = 2, min_n = -0.05, max_n = 0.05)

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