speccalt: Alternative spectral clustering, with automatic estimation of k.

Alternative to the kernlab::specc function. Includes a spectral clustering implementation, a locally adapted kernel function akin to what is already proposed in kernlab, and an optional procedure that automatically estimates the optimal number of clusters. Several sample data sets are also included.

Author
Pierrick Bruneau
Date of publication
2013-09-16 14:28:13
Maintainer
Pierrick Bruneau <pbruneau@gmail.com>
License
LGPL-3
Version
0.1.1

View on CRAN

Man pages

bartlett
bartlett
irisdat
irisdat
irislab
irislab
isodat
isolet
isolab
isolab
lab1
lab1
lab2
lab2
lab3
lab3
lab4
lab4
lab5
lab5
lab6
lab6
local.rbfdot
local.rbfdot
speccalt
speccalt
synth1
synth1
synth2
synth2
synth3
synth3
synth4
synth4
synth5
synth5
synth6
synth6

Files in this package

speccalt
speccalt/NAMESPACE
speccalt/data
speccalt/data/speccalt.RData
speccalt/data/datalist
speccalt/R
speccalt/R/functions.R
speccalt/MD5
speccalt/DESCRIPTION
speccalt/man
speccalt/man/isolab.Rd
speccalt/man/synth4.Rd
speccalt/man/isodat.Rd
speccalt/man/synth1.Rd
speccalt/man/synth6.Rd
speccalt/man/lab3.Rd
speccalt/man/synth3.Rd
speccalt/man/lab5.Rd
speccalt/man/lab4.Rd
speccalt/man/bartlett.Rd
speccalt/man/lab1.Rd
speccalt/man/lab6.Rd
speccalt/man/local.rbfdot.Rd
speccalt/man/synth2.Rd
speccalt/man/irisdat.Rd
speccalt/man/irislab.Rd
speccalt/man/synth5.Rd
speccalt/man/lab2.Rd
speccalt/man/speccalt.Rd