Generate 2D Plane with Hole and Noise

This function generates a dataset representing a 2D plane with a hole in the middle, with added noise.

Usage

plane_2d_hole(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 list containing the 2D plane data with a hole and the sample size.

Examples

set.seed(20240412)
plane_data <- plane_2d_hole(
  n = 100, num_noise = 2,
  min_n = -0.05, max_n = 0.05
)