lle (version 1.1)

lle_swissrole: Example application on a swissrole.

Description

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

Usage

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

Arguments

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.

Examples

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