upclass: Updated Classification Methods using Unlabeled Data
Version 2.0

This package contains a collection of functions which implement data classification. It uses unlabeled data to obtain parameter estimates of models. The functions can be implemented over a number of models with the best model selected and displayed.

Browse man pages Browse package API and functions Browse package files

AuthorNiamh Russell, Laura Cribbin, Thomas Brendan Murphy
Date of publication2014-09-03 15:30:38
MaintainerNiamh Russell <niamh.russell@gmail.com>
LicenseGPL-2
Version2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("upclass")

Man pages

Aitken: Aitken Acceleration
modelvec: Univariate and Multivariate Model Names
noupclassify: Obtaining the Best Model for Data Classification Using...
noupclassifymodel: Classification Method using labeled data only
plot.upclassfit: Plot for upclassfit
print.upclassfit: Printing Classification Method
summary.upclassfit: Summarizing Classification Method
upclassify: Obtaining the Best Model for Data Classification Using an...
upclassifymodel: Updated Classification Method using Labeled and Unlabeled...
upclass-package: Updated Classification Methods using Unlabeled Data

Functions

Aitken Man page Source code
modelvec Man page Source code
noupclassify Man page Source code
noupclassifymodel Man page Source code
plot Man page
plot.upclassfit Man page Source code
print Man page
print.upclassfit Man page Source code
summary Man page
summary.upclassfit Man page Source code
upclass Man page
upclass-package Man page
upclassify Man page Source code
upclassifymodel Man page Source code

Files

inst
inst/doc
inst/doc/upclass.R
inst/doc/upclass.pdf
inst/doc/upclass.Rnw
NAMESPACE
R
R/noupclassify.R
R/upclassify.R
R/Aitken.R
R/upclassifymodel.R
R/modelvec.R
R/print.upclassfit.R
R/plot.upclassfit.R
R/summary.upclassfit.R
R/noupclassifymodel.R
vignettes
vignettes/matplot.pdf
vignettes/refs.bib
vignettes/misclass1.pdf
vignettes/matplot2.pdf
vignettes/misclass2.pdf
vignettes/ellipses.pdf
vignettes/upclass.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/upclass-package.Rd
man/upclassifymodel.Rd
man/modelvec.Rd
man/print.upclassfit.Rd
man/Aitken.Rd
man/upclassify.Rd
man/summary.upclassfit.Rd
man/noupclassifymodel.Rd
man/plot.upclassfit.Rd
man/noupclassify.Rd
upclass documentation built on May 19, 2017, 2:31 p.m.