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fscaret (version 0.8.6.2)

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

0.8.6.2

License

GPL-2 | GPL-3

Maintainer

Jakub Szlek

Last Published

September 29th, 2014

Functions in fscaret (0.8.6.2)

timeout

timeout
fscaret-package

Automated feature selection caret (fscaret)
funcClass.all

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

installPckg
classVarImp

classVarImp
MSE

MSE
regVarImp

regVarImp
funcReg.all

All regression methods used
RMSE

RMSE
imputeMean

imputeMean
dataset.test

Example testing data set
dataPreprocess

dataPreprocess
fscaret

feature selection caret
impCalc

impCalc
dataset.train

Example training data set
requiredPackages

requiredPackages