CRAN/E | caret

caret

Classification and Regression Training

Installation

About

Misc functions for training and plotting classification and regression models.

Citation caret citation info
github.com/topepo/caret/
Bug report File report

Key Metrics

Version 6.0-94
R ≥ 3.2.0
Published 2023-03-21 401 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks caret results

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Maintainer

Maintainer

Max Kuhn

mxkuhn@gmail.com

Authors

Max Kuhn

aut / cre

Jed Wing

ctb

Steve Weston

ctb

Andre Williams

ctb

Chris Keefer

ctb

Allan Engelhardt

ctb

Tony Cooper

ctb

Zachary Mayer

ctb

Brenton Kenkel

ctb

R Core Team

ctb

Michael Benesty

ctb

Reynald Lescarbeau

ctb

Andrew Ziem

ctb

Luca Scrucca

ctb

Yuan Tang

ctb

Can Candan

ctb

Tyler Hunt

ctb

Material

NEWS
Reference manual
Package source

In Views

HighPerformanceComputing

Vignettes

A Short Introduction to the caret Package

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

caret archive

Depends

ggplot2
lattice ≥ 0.20
R ≥ 3.2.0

Imports

e1071
foreach
grDevices
methods
ModelMetrics ≥ 1.2.2.2
nlme
plyr
pROC
recipes ≥ 0.1.10
reshape2
stats
stats4
utils
withr ≥ 2.0.0

Suggests

BradleyTerry2
covr
Cubist
dplyr
earth ≥ 2.2-3
ellipse
fastICA
gam ≥ 1.15
ipred
kernlab
klaR
knitr
MASS
Matrix
mda
mgcv
mlbench
MLmetrics
nnet
pamr
party ≥ 0.9-99992
pls
proxy
randomForest
RANN
rmarkdown
rpart
spls
subselect
superpc
testthat ≥ 0.9.1
themis ≥ 0.1.3

Reverse Depends

adabag
AntAngioCOOL
AutoStepwiseGLM
branchpointer
dbcsp
fscaret
GWAS.BAYES
hsdar
iForecast
JQL
manymodelr
maPredictDSC
MLSeq
MobileTrigger
MRReg
MSclassifR
natstrat
RandPro
SpatialML

Reverse Imports

AdaSampling
aggTrees
aLFQ
ampir
animalcules
assignPOP
autoBagging
BLRShiny
BLRShiny2
bnviewer
caretEnsemble
caretForecast
CAST
chemmodlab
ChIC
ChIC.data
classifierplots
ClinicalUtilityRecal
clustDRM
CMShiny
coca
CondiS
ConfusionTableR
ContaminatedMixt
CopulaCenR
criticality
crtests
CSCNet
CTShiny
CTShiny2
CytoGLMM
cytominer
D2MCS
DamiaNN
DaMiRseq
datafsm
dissever
DMLLZU
DMTL
driveR
dtwSat
eclust
Ecume
ensembleR
EpiSemble
fairness
FeatureTerminatoR
FFTrees
fmf
FSinR
Load all 172 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

ANCOMBC
AppliedPredictiveModeling
archetyper
aVirtualTwins
biomod2
breakDown
broom
bundle
butcher
cat2cat
cellity
ciu
condvis2
counterfactuals
discSurv
DNAshapeR
doParallel
doSNOW
dynfeature
easyalluvial
ENMTools
EventDetectR
FACT
FastImputation
FCBF
fdm2id
flashlight
GAparsimony
genefu
ibawds
idm
iml
imputeR
Infusion
iprior
latrend
LKT
lulcc
metaforest
metamicrobiomeR
MLInterfaces
mlr
mlr3filters
mlr3spatiotempcv
mmb
modelplotr
moreparty
mshap
NeuralNetTools
NHSRdatasets
Load all 86 items
(warning: might lead to performance issues and take some time)

Reverse Enhances

bestglm
prediction