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fscaret (version 0.9.4)

Automated Feature Selection from 'caret'

Description

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.

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Version

Install

install.packages('fscaret')

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Version

0.9.4

License

GPL-2 | GPL-3

Maintainer

Jakub Szlek

Last Published

April 20th, 2015

Functions in fscaret (0.9.4)

MSE

installPckg

dataset.train

Example training data set

funcReg.all

All regression methods used

fscaret-package

Automated feature selection caret (fscaret)

RMSE

funcClass.all

Classification methods used.

dataset.test

Example testing data set

imputeMean

classVarImp

fscaret

feature selection caret