make_curvygau: Generate Curvy Quadratic and Gaussian Clusters

In cardinalR: Collection of Data Structures

Generate Curvy Quadratic and Gaussian Clusters

Description

This function generates synthetic high-dimensional data containing two clusters: one quadratic-shaped cluster and one Gaussian-shaped cluster. The clusters are positioned apart in feature space with different scaling factors.

Usage

make_curvygau(n = c(200, 100), p = 4)

Arguments

n	A numeric vector of length 2, specifying the number of observations in each cluster. All values must be positive.
p	Integer. Number of dimensions. Must be at least 3.

Value

A tibble containing n[1] + n[2] rows and p columns, with generated features (x1, x2, ..., xp) and a cluster label.

Examples

# Generate 2 clusters in 4D: one quadratic, one Gaussian
curvygau <- make_curvygau()

cardinalR documentation built on Aug. 21, 2025, 5:27 p.m.