Generate Tree-like Data with Noise

This function generates a dataset representing a tree-like structure, with added noise.

Usage

tree(n, num_noise, min_n, max_n)

Arguments

n

The total number of samples to generate.

num_noise

The number of additional noise dimensions to add to the data.

min_n

The minimum value for the noise dimensions.

max_n

The maximum value for the noise dimensions.

Value

A matrix containing the tree-like data with added noise.

Examples

set.seed(20240412)
tree_data <- tree(n = 300, num_noise = 2, min_n = -0.05, max_n = 0.05)