R: Example application on a three-dimensional S-curve dataset.

lle_scurve {lle} | R Documentation

## Example application on a three-dimensional S-curve dataset.

### Description

Performs the LLE alogrithm on a three dimensional S-curve, which is a standard example for data embedding algorithms.

### Usage

     lle_scurve(N = 800, k = 12, ss = FALSE, p = 0.5, reg = 2,
                        iLLE = FALSE, v = 0.8)

### Arguments

`N` | number of samples. See `lle`.
`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

    	lle_scurve()
    	lle_scurve( N=1800, k=11, ss=TRUE )

[Package lle version 1.1 Index]