upclass: Updated Classification Methods using Unlabeled Data

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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.

Author
Niamh Russell, Laura Cribbin, Thomas Brendan Murphy
Date of publication
2014-09-03 15:30:38
Maintainer
Niamh Russell <niamh.russell@gmail.com>
License
GPL-2
Version
2.0

View on CRAN

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

Files in this package

upclass
upclass/inst
upclass/inst/doc
upclass/inst/doc/upclass.R
upclass/inst/doc/upclass.pdf
upclass/inst/doc/upclass.Rnw
upclass/NAMESPACE
upclass/R
upclass/R/noupclassify.R
upclass/R/upclassify.R
upclass/R/Aitken.R
upclass/R/upclassifymodel.R
upclass/R/modelvec.R
upclass/R/print.upclassfit.R
upclass/R/plot.upclassfit.R
upclass/R/summary.upclassfit.R
upclass/R/noupclassifymodel.R
upclass/vignettes
upclass/vignettes/matplot.pdf
upclass/vignettes/refs.bib
upclass/vignettes/misclass1.pdf
upclass/vignettes/matplot2.pdf
upclass/vignettes/misclass2.pdf
upclass/vignettes/ellipses.pdf
upclass/vignettes/upclass.Rnw
upclass/MD5
upclass/build
upclass/build/vignette.rds
upclass/DESCRIPTION
upclass/man
upclass/man/upclass-package.Rd
upclass/man/upclassifymodel.Rd
upclass/man/modelvec.Rd
upclass/man/print.upclassfit.Rd
upclass/man/Aitken.Rd
upclass/man/upclassify.Rd
upclass/man/summary.upclassfit.Rd
upclass/man/noupclassifymodel.Rd
upclass/man/plot.upclassfit.Rd
upclass/man/noupclassify.Rd