SwissRoll: Swiss Roll Data Set Generator

Description Usage Arguments Value References Examples

View source: R/SwissRoll.R

Description

Generates random points on the Swiss Roll manifold.

Usage

1
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

1
sim_dat <- SwissRoll(1000)

jeangolay/IDmining documentation built on May 6, 2021, 10:49 a.m.