Learn R Programming
⚠️There's a newer version (0.9.4.4) of this package.Take me there.

fscaret (version 0.8.6.3)

Automated caret feature selection

Description

Automated feature selection using variety of models provided by caret package

Copy Link

Version

Install

install.packages('fscaret')

Monthly Downloads

68

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)

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