SwissRoll: Swiss Roll Data Set Generator

In IDmining: Intrinsic Dimension for Data Mining

Description

Generates random points on the Swiss Roll manifold.

Usage

SwissRoll(N=10000)

Arguments

N	The number of points to be generated (by default: N = 10000).

Value

A N x 3 data.frame containing the coordinates of the Swiss roll data points embedded in R^3.

References

J. A. Lee and M. Verleysen (2007). Nonlinear Dimensionality Reduction, Springer, New York.

Examples

sim_dat <- SwissRoll(1000)

Example output

IDmining documentation built on May 3, 2021, 9:08 a.m.