fscaret v0.9.4.4

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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.

Functions in fscaret

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

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fscaret.Rnw
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