make_twogrid_overlap: Generate Two Overlapping Grid Clusters in High Dimensions
Description
This function generates a dataset consisting of two overlapping
grid-like clusters in a 2D space, with optional noise dimensions
added to reach higher-dimensional spaces. The overlap is controlled
by scaling factors for the grids.
Usage
make_twogrid_overlap(n = c(500, 500))
Value
A tibble with n[1] + n[2] rows and 5 columns:
x1,x2, x3, x4 — coordinates of the generated points.
cluster — cluster membership label.
Arguments
n
A numeric vector of length 2 specifying the number of points
in each grid cluster.