lle: lle_swissrole – R documentation

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lle_swissrole

Example application on a swissrole.

Like the S-curve this is a standard example to demonstrate the functioning of LLE.

lle_swissrole(N = 1500, k = 10, ss = FALSE, p = 0.5, reg = 2, iLLE = FALSE, v = 0.8)

`N`	number of samples.
`k`	number of neighbours. See `lle`.
`ss`	a logical values indicating wheather to perform subset selection. See `lle`.
`p`	amount of data remaining after subset selection. See `lle`.
`reg`	regularisation method. See `lle`.
`iLLE`	a logical values indicating wheater to use iLLE. See `lle`.
`v`	threshold parameter for intrinsic dimension. See `lle`.

## Not run: 
	lle_swissrole()
	lle_swissrole( 3000, k=12, ss=TRUE )
    
## End(Not run)

Locally linear embedding

v1.1

GPL-3

Authors

Holger Diedrich, Dr. Markus Abel (Department of Physics, University Potsdam)

Initial release

2012-03-21