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))
Arguments
- n
A numeric vector of length 2 specifying the number of points
in each grid cluster.
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.
Examples
# Generate two overlapping grid clusters in 4-D
df <- make_twogrid_overlap()
#> ✔ Data generation completed successfully!!!
#> ✔ Data generation completed successfully!!!
#> ✔ Multiple clusters generation completed successfully!!!
#> ✔ 2 noise dimensions have been generated successfully!!!
