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fscaret (version 0.9.3)

Automated Feature Selection from 'caret'

Description

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.

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Version

Install

install.packages('fscaret')

Monthly Downloads

68

Version

0.9.3

License

GPL-2 | GPL-3

Maintainer

Jakub Szlek

Last Published

March 4th, 2015

Functions in fscaret (0.9.3)

imputeMean

imputeMean
MSE

MSE
timeout

timeout
requiredPackages

requiredPackages
regVarImp

regVarImp
dataset.test

Example testing data set
classVarImp

classVarImp
installPckg

installPckg
fscaret-package

Automated feature selection caret (fscaret)
dataPreprocess

dataPreprocess
RMSE

RMSE
funcClass.all

Classification methods used. Warning, in fscaret version 0.8.6.1 methods for variable importence ranking harvesting have not been implemented!
impCalc

impCalc
funcReg.all

All regression methods used
fscaret

feature selection caret
dataset.train

Example training data set