fscaret: Automated Feature Selection from 'caret'

Automated feature selection using variety of models provided by 'caret' package. This work was funded by Poland-Singapore bilateral cooperation project no 2/3/POL-SIN/2012.

Author
Jakub Szlek [aut, cre], Aleksander Mendyk [ctb]
Date of publication
2016-10-18 23:03:39
Maintainer
Jakub Szlek <j.szlek@uj.edu.pl>
License
GPL-2 | GPL-3
Version
0.9.4.1

View on CRAN

Man pages

classVarImp
classVarImp
dataPreprocess
dataPreprocess
dataset.test
Example testing data set
dataset.train
Example training data set
fscaret
feature selection caret
fscaret-package
Automated feature selection caret (fscaret)
funcClass.all
Classification methods used.
funcReg.all
All regression methods used
impCalc
impCalc
imputeMean
imputeMean
installPckg
installPckg
MSE
MSE
regVarImp
regVarImp
requiredPackages
requiredPackages
RMSE
RMSE
timeout
timeout

Files in this package

fscaret
fscaret/inst
fscaret/inst/CITATION
fscaret/inst/NEWS.Rd
fscaret/inst/doc
fscaret/inst/doc/fscaret.pdf
fscaret/inst/doc/fscaret.Rnw
fscaret/inst/doc/fscaret.R
fscaret/NAMESPACE
fscaret/data
fscaret/data/requiredPackages.RData
fscaret/data/funcRegPred.RData
fscaret/data/dataset.test.RData
fscaret/data/dataset.train.RData
fscaret/data/funcClassPred.RData
fscaret/R
fscaret/R/dataPreprocess.R
fscaret/R/classVarImp.R
fscaret/R/MSE.R
fscaret/R/impCalc.R
fscaret/R/timeout.R
fscaret/R/installPckg.R
fscaret/R/funcReg.all.R
fscaret/R/requiredPackages.R
fscaret/R/funcClass.all.R
fscaret/R/RMSE.R
fscaret/R/imputeMean.R
fscaret/R/fscaret.R
fscaret/R/regVarImp.R
fscaret/vignettes
fscaret/vignettes/fscaret.Rnw
fscaret/MD5
fscaret/build
fscaret/build/vignette.rds
fscaret/DESCRIPTION
fscaret/man
fscaret/man/MSE.Rd
fscaret/man/funcReg.all.Rd
fscaret/man/funcClass.all.Rd
fscaret/man/dataset.train.Rd
fscaret/man/timeout.Rd
fscaret/man/regVarImp.Rd
fscaret/man/installPckg.Rd
fscaret/man/fscaret-package.Rd
fscaret/man/requiredPackages.Rd
fscaret/man/impCalc.Rd
fscaret/man/dataPreprocess.Rd
fscaret/man/classVarImp.Rd
fscaret/man/imputeMean.Rd
fscaret/man/fscaret.Rd
fscaret/man/RMSE.Rd
fscaret/man/dataset.test.Rd