M_hein: 12-dimensional manifold from Hein and Audibert (2005)

Description Usage Arguments Value Author(s) References Examples

Description

Generates a 12-dimensional manifold with extrinsic dimension 72 (not uniformly sampled).

Usage

1

Arguments

Ns

number of data points.

Value

A 72-dimensional data set.

Author(s)

Kerstin Johnsson, Lund University.

References

Hein, M. and Audibert, J-Y. (2005) Intrinsic Dimensionality Estimation of Submanifolds in R^d. Proceedings of ICML, 289-296.

Examples

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datap <- mHeinManifold(800)
par(mfrow = c(1, 3))
plot(datap[,1], datap[,3])
plot(datap[,2], datap[,3])
plot(datap[,1], datap[,2])

intrinsicDimension documentation built on June 7, 2019, 5:02 p.m.