make_twogrid_shift | R Documentation |
This function generates two grid-shaped clusters in a 2D space, where one grid is shifted relative to the other. Optionally, additional noise dimensions can be added to embed the structure in a higher-dimensional space.
make_twogrid_shift(n = c(500, 500), p = 4)
n |
A numeric vector of length 2 specifying the number of points in each cluster.
Default is |
p |
An integer specifying the total number of dimensions for the output dataset.
Must be at least 2. If |
A tibble with n[1] + n[2]
rows and p + 1
columns:
x1, x2, ..., xp
: Numeric coordinates of the points.
cluster
: Cluster membership label (factor with 2 levels).
# Generate 2 shifted grid clusters in 4-D
make_twogrid_shift <- make_twogrid_shift()
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