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fscaret (version 0.8.5.1)

Automated caret feature selection

Description

Automated feature selection using variety of models provided by caret package

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Version

Install

install.packages('fscaret')

Monthly Downloads

68

Version

0.8.5.1

License

GPL-2 | GPL-3

Maintainer

Jakub Szlek

Last Published

June 17th, 2013

Functions in fscaret (0.8.5.1)

timeout

timeout
installPckg

installPckg
requiredPackages

requiredPackages
dataPreprocess

dataPreprocess
impCalc

impCalc
imputeMean

imputeMean
RMSE

RMSE
fscaret-package

Automated feature selection caret (fscaret)
dataset.test

Example testing data set
fscaret

feature selection caret
dataset.train

Example training data set
funcReg.all

All regression methods used
regVarImp

regVarImp
MSE

MSE