IDmining (version 1.0.7)

SwissRoll: 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

# NOT RUN {
sim_dat <- SwissRoll(1000)
# }