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fscaret (version 0.8.5.4)

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

233

Version

0.8.5.4

License

GPL-2 | GPL-3

Maintainer

Jakub Szlek

Last Published

February 26th, 2014

Functions in fscaret (0.8.5.4)

fscaret-package

Automated feature selection caret (fscaret)
dataset.test

Example testing data set
dataPreprocess

dataPreprocess
RMSE

RMSE
fscaret

feature selection caret
MSE

MSE
imputeMean

imputeMean
installPckg

installPckg
requiredPackages

requiredPackages
impCalc

impCalc
funcReg.all

All regression methods used
timeout

timeout
regVarImp

regVarImp
dataset.train

Example training data set