SwissRoll {IDmining}

Swiss Roll Data Set Generator

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 \times 3 data.frame containing the coordinates of the Swiss roll data points embedded in \rm I\!R^3.

References

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

Examples

sim_dat <- SwissRoll(1000)