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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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Install
install.packages('fscaret')
Monthly Downloads
309
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)
Search functions
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