CRAN/E | fscaret

fscaret

Automated Feature Selection from 'caret'

Installation

About

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.

Citation fscaret citation info

Key Metrics

Version 0.9.4.4
R ≥ 3.1.0
Published 2018-05-08 2035 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks fscaret results

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Maintainer

Maintainer

Jakub Szlek

j.szlek@uj.edu.pl

Authors

Jakub Szlek

aut / cre

Aleksander Mendyk

ctb

Material

NEWS
Reference manual
Package source

Vignettes

A short fscaret package introduction with examples

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fscaret archive

Depends

R ≥ 3.1.0
caret
gsubfn
hmeasure
utils
parallel

Suggests

ada
arm
Boruta
bst
C50
car
caTools
class
Cubist
e1071
earth ≥ 2.2-3
elasticnet
ellipse
evtree
extraTrees
fastICA
foba
gam
gbm ≥ 2.1
glmnet ≥ 1.8
hda
HDclassif
Hmisc
ipred
kernlab
kknn
klaR
kohonen
KRLS
lars
leaps
LogicReg
MASS
mboost
mda
mgcv
mlbench
neuralnet
nnet
nodeHarvest
obliqueRF
pamr
partDSA
party ≥ 0.9-99992
penalized
penalizedLDA
pls
pROC
proxy
qrnn
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(warning: might lead to performance issues and take some time)