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fscaret (version 0.8.6.3)
Automated caret feature selection
Description
Automated feature selection using variety of models provided by caret package
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Install
install.packages('fscaret')
Monthly Downloads
315
Version
0.8.6.3
License
GPL-2 | GPL-3
Maintainer
Jakub Szlek
Last Published
October 6th, 2014
Functions in fscaret (0.8.6.3)
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funcReg.all
All regression methods used
dataset.test
Example testing data set
funcClass.all
Classification methods used. Warning, in fscaret version 0.8.6.1 methods for variable importence ranking harvesting have not been implemented!
MSE
MSE
dataset.train
Example training data set
fscaret-package
Automated feature selection caret (fscaret)
requiredPackages
requiredPackages
dataPreprocess
dataPreprocess
imputeMean
imputeMean
classVarImp
classVarImp
installPckg
installPckg
regVarImp
regVarImp
timeout
timeout
impCalc
impCalc
fscaret
feature selection caret
RMSE
RMSE