make_onegrid

This function generates a dataset consisting of one grid-like cluster
(a structured cube grid) in 2D, with optional Gaussian noise dimensions
added to extend the dataset into higher dimensions.

A collection of functions to generate a large variety of
structures in high dimensions. These data structures are useful for
testing, validating, and improving algorithms used in dimensionality
reduction, clustering, machine learning, and visualization.

Jayani P. G. Lakshika

cardinalR

Collection of Data Structures

Jayani P. Gamage

Dianne Cook

Paul Harrison

Michael Lydeamore

Thiyanga S. Talagala

make_onegrid function

<dl><dt>n</dt>
<dd>Integer, the number of points in the grid cluster. Must be positive.
Default is <code>500</code>.</dd></dl>

Arguments

Generate a Single Grid Cluster in High Dimensions — make_onegrid

<dl>

<dt>n</dt>
<dd>Integer, the number of points in the grid cluster. Must be positive.
Default is <code>500</code>.</dd>

</dl>

make_onegrid: Generate a Single Grid Cluster in High Dimensions

Description

Usage

Value

Arguments

Examples