speccalt: Alternative spectral clustering, with automatic estimation of k.
Version 0.1.1

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.

Browse man pages Browse package API and functions Browse package files

AuthorPierrick Bruneau
Date of publication2013-09-16 14:28:13
MaintainerPierrick Bruneau <pbruneau@gmail.com>
LicenseLGPL-3
Version0.1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("speccalt")

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

Functions

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

Files

NAMESPACE
data
data/speccalt.RData
data/datalist
R
R/functions.R
MD5
DESCRIPTION
man
man/isolab.Rd
man/synth4.Rd
man/isodat.Rd
man/synth1.Rd
man/synth6.Rd
man/lab3.Rd
man/synth3.Rd
man/lab5.Rd
man/lab4.Rd
man/bartlett.Rd
man/lab1.Rd
man/lab6.Rd
man/local.rbfdot.Rd
man/synth2.Rd
man/irisdat.Rd
man/irislab.Rd
man/synth5.Rd
man/lab2.Rd
man/speccalt.Rd
speccalt documentation built on May 19, 2017, 9:37 p.m.