caret: Classification and Regression Training

Misc functions for training and plotting classification and regression models.

Install the latest version of this package by entering the following in R:
install.packages("caret")
AuthorMax Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan, and Tyler Hunt.
Date of publication2017-04-18 07:21:15 UTC
MaintainerMax Kuhn <mxkuhn@gmail.com>
LicenseGPL (>= 2)
Version6.0-76
https://github.com/topepo/caret/

View on CRAN

Man pages

as.matrix.confusionMatrix: Confusion matrix as a table

avNNet: Neural Networks Using Model Averaging

bag: A General Framework For Bagging

bagEarth: Bagged Earth

bagFDA: Bagged FDA

BloodBrain: Blood Brain Barrier Data

BoxCoxTrans: Box-Cox and Exponential Transformations

calibration: Probability Calibration Plot

caretFuncs: Backwards Feature Selection Helper Functions

caret-internal: Internal Functions

caretSBF: Selection By Filtering (SBF) Helper Functions

cars: Kelly Blue Book resale data for 2005 model year GM cars

classDist: Compute and predict the distances to class centroids

confusionMatrix: Create a confusion matrix

confusionMatrix.train: Estimate a Resampled Confusion Matrix

cox2: COX-2 Activity Data

createDataPartition: Data Splitting functions

densityplot.rfe: Lattice functions for plotting resampling results of...

dhfr: Dihydrofolate Reductase Inhibitors Data

diff.resamples: Inferential Assessments About Model Performance

dotPlot: Create a dotplot of variable importance values

dotplot.diff.resamples: Lattice Functions for Visualizing Resampling Differences

downSample: Down- and Up-Sampling Imbalanced Data

dummyVars: Create A Full Set of Dummy Variables

featurePlot: Wrapper for Lattice Plotting of Predictor Variables

filterVarImp: Calculation of filter-based variable importance

findCorrelation: Determine highly correlated variables

findLinearCombos: Determine linear combinations in a matrix

format.bagEarth: Format 'bagEarth' objects

gafs.default: Genetic algorithm feature selection

gafs_initial: Ancillary genetic algorithm functions

GermanCredit: German Credit Data

getSamplingInfo: Get sampling info from a train model

histogram.train: Lattice functions for plotting resampling results

icr.formula: Independent Component Regression

index2vec: Convert indicies to a binary vector

knn3: k-Nearest Neighbour Classification

knnreg: k-Nearest Neighbour Regression

learing_curve_dat: Create Data to Plot a Learning Curve

lift: Lift Plot

maxDissim: Maximum Dissimilarity Sampling

mdrr: Multidrug Resistance Reversal (MDRR) Agent Data

modelLookup: Tools for Models Available in 'train'

models: A List of Available Models in train

nearZeroVar: Identification of near zero variance predictors

nullModel: Fit a simple, non-informative model

oil: Fatty acid composition of commercial oils

oneSE: Selecting tuning Parameters

panel.lift2: Lattice Panel Functions for Lift Plots

panel.needle: Needle Plot Lattice Panel

pcaNNet: Neural Networks with a Principal Component Step

plotClassProbs: Plot Predicted Probabilities in Classification Models

plot.gafs: Plot Method for the gafs and safs Classes

plotObsVsPred: Plot Observed versus Predicted Results in Regression and...

plot.rfe: Plot RFE Performance Profiles

plot.train: Plot Method for the train Class

plot.varImp.train: Plotting variable importance measures

plsda: Partial Least Squares and Sparse Partial Least Squares...

postResample: Calculates performance across resamples

pottery: Pottery from Pre-Classical Sites in Italy

prcomp.resamples: Principal Components Analysis of Resampling Results

predict.bagEarth: Predicted values based on bagged Earth and FDA models

predict.gafs: Predict new samples

predict.knn3: Predictions from k-Nearest Neighbors

predict.knnreg: Predictions from k-Nearest Neighbors Regression Model

predictors: List predictors used in the model

predict.train: Extract predictions and class probabilities from train...

preProcess: Pre-Processing of Predictors

print.confusionMatrix: Print method for confusionMatrix

print.train: Print Method for the train Class

recall: Calculate recall, precision and F values

resampleHist: Plot the resampling distribution of the model statistics

resamples: Collation and Visualization of Resampling Results

resampleSummary: Summary of resampled performance estimates

rfe: Backwards Feature Selection

rfeControl: Controlling the Feature Selection Algorithms

Sacramento: Sacramento CA Home Prices

safs: Simulated annealing feature selection

safsControl: Control parameters for GA and SA feature selection

safs_initial: Ancillary simulated annealing functions

sbf: Selection By Filtering (SBF)

sbfControl: Control Object for Selection By Filtering (SBF)

scat: Morphometric Data on Scat

segmentationData: Cell Body Segmentation

sensitivity: Calculate sensitivity, specificity and predictive values

spatialSign: Compute the multivariate spatial sign

summary.bagEarth: Summarize a bagged earth or FDA fit

tecator: Fat, Water and Protein Content of Meat Samples

train: Fit Predictive Models over Different Tuning Parameters

trainControl: Control parameters for train

twoClassSim: Simulation Functions

update.safs: Update or Re-fit a SA or GA Model

update.train: Update or Re-fit a Model

varImp: Calculation of variable importance for regression and...

varImp.gafs: Variable importances for GAs and SAs

var_seq: Sequences of Variables for Tuning

xyplot.resamples: Lattice Functions for Visualizing Resampling Results

Functions

absorp Man page
anovaScores Man page
anovaScores Man page
as.data.frame.resamples Man page
as.data.frame.resamples Man page
as.matrix.confusionMatrix Man page
as.matrix.resamples Man page
as.matrix.resamples Man page
as.table.confusionMatrix Man page
avNNet Man page
avNNet.default Man page
avNNet.default Man page
avNNet.formula Man page
avNNet.formula Man page
bag Man page
bagControl Man page
bagControl Man page
bag.default Man page
bag.default Man page
bagEarth Man page
bagEarth.default Man page
bagEarth.default Man page
bagEarth.formula Man page
bagEarth.formula Man page
bagEarthStats Man page
bagEarthStats Man page
bagFDA Man page
bagFDA.default Man page
bagFDA.default Man page
bagFDA.formula Man page
bagFDA.formula Man page
bbbDescr Man page
best Man page
BloodBrain Man page
BoxCoxTrans Man page
BoxCoxTrans.default Man page
BoxCoxTrans.default Man page
bwplot.diff.resamples Man page
bwplot.resamples Man page
bwplot.resamples Man page
calibration Man page
calibration.default Man page
calibration.default Man page
calibration.formula Man page
calibration.formula Man page
caretFuncs Man page
caretGA Man page
caret-internal Man page
caretSA Man page
caretSA Man page
caretSBF Man page
caretTheme Man page
cars Man page
cforestStats Man page
cforestStats Man page
checkConditionalX Man page
checkConditionalX Man page
checkInstall Man page
checkInstall Man page
checkResamples Man page
checkResamples Man page
class2ind Man page
class2ind Man page
classDist Man page
classDist.default Man page
classDist.default Man page
cluster Man page
cluster.resamples Man page
compare_models Man page
compare_models Man page
confusionMatrix Man page
confusionMatrix.default Man page
confusionMatrix.default Man page
confusionMatrix.rfe Man page
confusionMatrix.sbf Man page
confusionMatrix.table Man page
confusionMatrix.table Man page
confusionMatrix.train Man page
contr.dummy Man page
contr.ltfr Man page
contr.ltfr Man page
cox2 Man page
cox2Class Man page
cox2Descr Man page
cox2IC50 Man page
createDataPartition Man page
createFolds Man page
createFolds Man page
createModel Man page
createMultiFolds Man page
createResample Man page
createTimeSlices Man page
createTimeSlices Man page
ctreeBag Man page
ctreeBag Man page
defaultSummary Man page
densityplot.diff.resamples Man page
densityplot.resamples Man page
densityplot.resamples Man page
densityplot.rfe Man page
densityplot.train Man page
dhfr Man page
diff.resamples Man page
dotPlot Man page
dotplot.diff.resamples Man page
dotplot.resamples Man page
dotplot.resamples Man page
downSample Man page
dummyVars Man page
dummyVars.default Man page
dummyVars.default Man page
endpoints Man page
expandParameters Man page
expandParameters Man page
expoTrans Man page
expoTrans.default Man page
extractPrediction Man page
extractPrediction Man page
extractProb Man page
extractProb Man page
fattyAcids Man page
featurePlot Man page
filterVarImp Man page
findCorrelation Man page
findLinearCombos Man page
flatTable Man page
flatTable Man page
F_meas Man page
F_meas Man page
F_meas.default Man page
F_meas.default Man page
F_meas.table Man page
F_meas.table Man page
format.bagEarth Man page
gafs Man page
gafsControl Man page
gafsControl Man page
gafs.default Man page
gafs_initial Man page
gafs_lrSelection Man page
gafs_lrSelection Man page
gafs_nlrSelection Man page
gafs_raMutation Man page
gafs_raMutation Man page
gafs_rwSelection Man page
gafs_rwSelection Man page
gafs_spCrossover Man page
gafs_spCrossover Man page
gafs_tourSelection Man page
gafs_tourSelection Man page
gafs_uCrossover Man page
gafs_uCrossover Man page
gamFormula Man page
gamFormula Man page
gamFuncs Man page
gamFuncs Man page
gamScores Man page
gamScores Man page
GermanCredit Man page
getModelInfo Man page
getModelInfo Man page
getSamplingInfo Man page
getTrainPerf Man page
ggplot.calibration Man page
ggplot.calibration Man page
ggplot.rfe Man page
ggplot.rfe Man page
ggplot.train Man page
ggplot.train Man page
ggplot.varImp.train Man page
ggplot.varImp.train Man page
groupKFold Man page
groupKFold Man page
hasTerms Man page
hasTerms Man page
histogram.rfe Man page
histogram.train Man page
icr Man page
icr.default Man page
icr.default Man page
icr.formula Man page
index2vec Man page
ipredStats Man page
ipredStats Man page
knn3 Man page
knn3.data.frame Man page
knn3.data.frame Man page
knn3.formula Man page
knn3.formula Man page
knn3.matrix Man page
knn3.matrix Man page
knn3Train Man page
knn3Train Man page
knnreg Man page
knnreg.data.frame Man page
knnreg.data.frame Man page
knnreg.default Man page
knnreg.default Man page
knnreg.formula Man page
knnreg.formula Man page
knnreg.matrix Man page
knnreg.matrix Man page
knnregTrain Man page
knnregTrain Man page
ldaBag Man page
ldaBag Man page
ldaFuncs Man page
ldaFuncs Man page
ldaSBF Man page
learing_curve_dat Man page
levelplot.diff.resamples Man page
lift Man page
lift.default Man page
lift.default Man page
lift.formula Man page
lift.formula Man page
lmFuncs Man page
lmFuncs Man page
lmSBF Man page
logBBB Man page
LPH07_1 Man page
LPH07_1 Man page
LPH07_2 Man page
LPH07_2 Man page
lrFuncs Man page
lrFuncs Man page
maxDissim Man page
mdrr Man page
mdrrClass Man page
mdrrDescr Man page
MeanSD Man page
MeanSD Man page
minDiss Man page
minDiss Man page
mnLogLoss Man page
mnLogLoss Man page
modelCor Man page
modelCor Man page
modelLookup Man page
models Man page
multiClassSummary Man page
multiClassSummary Man page
nbBag Man page
nbBag Man page
nbFuncs Man page
nbFuncs Man page
nbSBF Man page
nearZeroVar Man page
negPredValue Man page
negPredValue Man page
negPredValue.default Man page
negPredValue.default Man page
negPredValue.matrix Man page
negPredValue.matrix Man page
negPredValue.table Man page
negPredValue.table Man page
nnetBag Man page
nnetBag Man page
nullModel Man page
nullModel.default Man page
nullModel.default Man page
nzv Man page
oil Man page
oilType Man page
oneSE Man page
panel.calibration Man page
panel.lift Man page
panel.lift2 Man page
panel.needle Man page
parallelplot.resamples Man page
parallelplot.resamples Man page
pcaNNet Man page
pcaNNet.default Man page
pcaNNet.default Man page
pcaNNet.formula Man page
pcaNNet.formula Man page
pickSizeBest Man page
pickSizeBest Man page
pickSizeTolerance Man page
pickSizeTolerance Man page
pickVars Man page
pickVars Man page
plotClassProbs Man page
plot.gafs Man page
plotObsVsPred Man page
plot.prcomp.resamples Man page
plot.prcomp.resamples Man page
plot.rfe Man page
plot.safs Man page
plot.train Man page
plot.varImp.train Man page
plsBag Man page
plsBag Man page
plsda Man page
plsda.default Man page
plsda.default Man page
posPredValue Man page
posPredValue Man page
posPredValue.default Man page
posPredValue.default Man page
posPredValue.matrix Man page
posPredValue.matrix Man page
posPredValue.table Man page
posPredValue.table Man page
postResample Man page
pottery Man page
potteryClass Man page
prcomp.resamples Man page
precision Man page
precision Man page
precision.default Man page
precision.default Man page
precision.matrix Man page
precision.table Man page
precision.table Man page
predict.avNNet Man page
predict.avNNet Man page
predict.bag Man page
predict.bag Man page
predict.bagEarth Man page
predict.bagFDA Man page
predict.BoxCoxTrans Man page
predict.BoxCoxTrans Man page
predict.classDist Man page
predict.classDist Man page
predict.dummyVars Man page
predict.dummyVars Man page
predict.expoTrans Man page
predict.gafs Man page
predict.icr Man page
predict.icr Man page
predictionFunction Man page
predictionFunction Man page
predict.knn3 Man page
predict.knnreg Man page
predict.list Man page
predict.nullModel Man page
predict.nullModel Man page
predictors Man page
predictors.default Man page
predictors.formula Man page
predictors.list Man page
predictors.rfe Man page
predictors.sbf Man page
predictors.terms Man page
predictors.train Man page
predict.pcaNNet Man page
predict.pcaNNet Man page
predict.plsda Man page
predict.plsda Man page
predict.preProcess Man page
predict.preProcess Man page
predict.rfe Man page
predict.safs Man page
predict.sbf Man page
predict.sbf Man page
predict.splsda Man page
predict.train Man page
preProcess Man page
preProcess.default Man page
preProcess.default Man page
print.avNNet Man page
print.bag Man page
print.bagEarth Man page
print.bagEarth Man page
print.bagFDA Man page
print.bagFDA Man page
print.BoxCoxTrans Man page
print.calibration Man page
print.confusionMatrix Man page
print.dummyVars Man page
print.knn3 Man page
print.knnreg Man page
print.lift Man page
print.pcaNNet Man page
print.resamples Man page
print.summary.bag Man page
print.train Man page
probFunction Man page
probFunction Man page
progress Man page
progress Man page
prSummary Man page
prSummary Man page
R2 Man page
recall Man page
recall.default Man page
recall.default Man page
recall.table Man page
recall.table Man page
resampleHist Man page
resamples Man page
resamples.default Man page
resamples.default Man page
resampleSummary Man page
resampleWrapper Man page
resampleWrapper Man page
rfe Man page
rfeControl Man page
rfe.default Man page
rfe.default Man page
rfeIter Man page
rfeIter Man page
rfFuncs Man page
rfFuncs Man page
rfGA Man page
rfSA Man page
rfSA Man page
rfSBF Man page
rfStats Man page
rfStats Man page
RMSE Man page
Sacramento Man page
safs Man page
safsControl Man page
safs.default Man page
safs.default Man page
safs_initial Man page
safs_perturb Man page
safs_perturb Man page
safs_prob Man page
safs_prob Man page
sbf Man page
sbfControl Man page
sbf.default Man page
sbf.default Man page
sbf.formula Man page
sbf.formula Man page
sbfIter Man page
sbfIter Man page
scat Man page
scat_orig Man page
segmentationData Man page
sensitivity Man page
sensitivity.default Man page
sensitivity.default Man page
sensitivity.matrix Man page
sensitivity.matrix Man page
sensitivity.table Man page
sensitivity.table Man page
SLC14_1 Man page
SLC14_1 Man page
SLC14_2 Man page
SLC14_2 Man page
sortImp Man page
sortImp Man page
sort.resamples Man page
sort.resamples Man page
spatialSign Man page
spatialSign.data.frame Man page
spatialSign.default Man page
spatialSign.matrix Man page
specificity Man page
specificity.default Man page
specificity.matrix Man page
specificity.table Man page
splom.resamples Man page
splom.resamples Man page
splsda Man page
splsda.default Man page
stripplot.rfe Man page
stripplot.train Man page
sumDiss Man page
sumDiss Man page
summary.bag Man page
summary.bagEarth Man page
summary.bagFDA Man page
summary.bagFDA Man page
summary.diff.resamples Man page
summary.diff.resamples Man page
summary.resamples Man page
summary.resamples Man page
svmBag Man page
svmBag Man page
tecator Man page
tolerance Man page
tolerance Man page
train Man page
trainControl Man page
train.default Man page
train.default Man page
train.formula Man page
train.formula Man page
train_model_list Man page
treebagFuncs Man page
treebagFuncs Man page
treebagGA Man page
treebagSA Man page
treebagSA Man page
treebagSBF Man page
twoClassSim Man page
twoClassSummary Man page
twoClassSummary Man page
update.gafs Man page
update.rfe Man page
update.rfe Man page
update.safs Man page
update.train Man page
upSample Man page
varImp Man page
varImp.avNNet Man page
varImp.bagEarth Man page
varImp.bagEarth Man page
varImp.bagFDA Man page
varImp.bagFDA Man page
varImp.C5.0 Man page
varImp.C5.0 Man page
varImp.classbagg Man page
varImp.classbagg Man page
varImp.cubist Man page
varImp.cubist Man page
varImp.dsa Man page
varImp.dsa Man page
varImp.earth Man page
varImp.earth Man page
varImp.fda Man page
varImp.fda Man page
varImp.gafs Man page
varImp.gam Man page
varImp.gbm Man page
varImp.gbm Man page
varImp.glm Man page
varImp.glmnet Man page
varImp.glmnet Man page
varImp.JRip Man page
varImp.JRip Man page
varImp.lm Man page
varImp.lm Man page
varImp.multinom Man page
varImp.multinom Man page
varImp.mvr Man page
varImp.mvr Man page
varImp.nnet Man page
varImp.nnet Man page
varImp.pamrtrained Man page
varImp.pamrtrained Man page
varImp.PART Man page
varImp.PART Man page
varImp.plsda Man page
varImp.plsda Man page
varImp.randomForest Man page
varImp.randomForest Man page
varImp.RandomForest Man page
varImp.RandomForest Man page
varImp.regbagg Man page
varImp.regbagg Man page
varImp.rfe Man page
varImp.rpart Man page
varImp.rpart Man page
varImp.RRF Man page
varImp.safs Man page
varImp.train Man page
varImp.train Man page
varImp.train Man page
var_seq Man page
well_numbered Man page
well_numbered Man page
xyplot.calibration Man page
xyplot.calibration Man page
xyplot.lift Man page
xyplot.lift Man page
xyplot.resamples Man page
xyplot.rfe Man page
xyplot.train Man page

Files

inst
inst/NEWS.Rd
inst/models
inst/models/sampling.RData
inst/models/models.RData
inst/doc
inst/doc/caret.Rnw
inst/doc/caret.pdf
inst/doc/caret.R
tests
tests/testthat.R
tests/testthat
tests/testthat/test_safs.R tests/testthat/preProcess_methods.R tests/testthat/test_models_bagEarth.R tests/testthat/test_data_spliting.R tests/testthat/test_nearZeroVar.R tests/testthat/test_multiclassSummary.R tests/testthat/trim_glm.R tests/testthat/trim_train.R tests/testthat/test_confusionMatrix.R tests/testthat/test_sampling_options.R tests/testthat/test_misc.R tests/testthat/preProcess.R tests/testthat/test_ggplot.R tests/testthat/test_glmnet_varImp.R tests/testthat/test_minimal.R tests/testthat/trim_rpart.R tests/testthat/test_mnLogLoss.R tests/testthat/test_classDist.R tests/testthat/trim_C5.R tests/testthat/trim_bayesglm.R tests/testthat/test_bad_class_options.R tests/testthat/test_twoClassSummary.R tests/testthat/trim.R tests/testthat/test_spatialSign.R tests/testthat/test_gafs.R tests/testthat/test_BoxCox.R tests/testthat/trim_glmnet.R tests/testthat/test_varImp.R tests/testthat/trim_treebag.R tests/testthat/test_Dummies.R
src
src/caret.c
NAMESPACE
data
data/segmentationData.RData
data/tecator.RData
data/cars.RData
data/cox2.RData
data/BloodBrain.RData
data/scat.RData
data/dhfr.RData
data/pottery.RData
data/mdrr.RData
data/datalist
data/Sacramento.RData
data/GermanCredit.RData
data/oil.RData
R
R/lattice.train.R R/varImp.R R/dotplot.varImp.train.R R/plot.varImp.train.R R/print.varImp.train.R R/resampleWrapper.R R/predictors.R R/dummyVar.R R/findLinearCombos.R R/avNNet.R R/aaa.R R/splsda.R R/specificity.R R/bag.R R/knnreg.R R/getTrainPerf.R R/resampleHist.R R/learning_curve.R R/featurePlot.R R/bagFDA.R R/workflows.R R/spatialSign.R R/plsda.R R/confusionMatrix.R R/reg_sims.R R/updates.R R/common_code.R R/modelLookup.R R/ggplot.R R/plot.train.R R/prec_rec.R R/print.mars.R R/caret-package.R R/varImp.train.R R/createDataPartition.R R/extractPrediction.R R/preProcess.R R/extractProb.R R/pcaNNet.R R/classDist.R R/nearZeroVar.R R/basic2x2Stats.R R/predictionFunction.R R/findCorrelation.R R/selection.R R/lift.R R/sampling.R R/plotObsVsPred.R R/bagEarth.R R/classLevels.R R/negPredValue.R R/createResample.R R/panel.needle.R R/print.train.R R/resamples.R R/format.bagEarth.R R/rfe.R R/plotClassProbs.R R/trainControl.R R/diag.R R/calibration.R R/trim.R R/suggestions.R R/filterVarImp.R R/posPredValue.R R/sensitivity.R R/expoTrans.R R/createModel.R R/BoxCoxTrans.R R/gafs.R R/resampleSummary.R R/misc.R R/selectByFilter.R R/additive.R R/postResample.R R/adaptive.R R/maxDissim.R R/heldout.R R/probFunction.R R/twoClassSim.R R/safs.R R/knn3.R R/sortImp.R R/icr.R R/caretTheme.R R/train.default.R R/predict.PLS.R R/predict.train.R
vignettes
vignettes/caret.Rnw
vignettes/train_algo.pdf
vignettes/algorithm.tex
MD5
build
build/vignette.rds
DESCRIPTION
man
man/prcomp.resamples.Rd man/avNNet.Rd man/bagEarth.Rd man/plot.rfe.Rd man/gafs_initial.Rd man/models.Rd man/rfe.Rd man/var_seq.Rd man/update.train.Rd man/sbfControl.Rd man/caret-internal.Rd man/sensitivity.Rd man/plsda.Rd man/xyplot.resamples.Rd man/spatialSign.Rd man/sbf.Rd man/BoxCoxTrans.Rd man/preProcess.Rd man/tecator.Rd man/findLinearCombos.Rd man/diff.resamples.Rd man/modelLookup.Rd man/dotPlot.Rd man/as.matrix.confusionMatrix.Rd man/knn3.Rd man/plotObsVsPred.Rd man/predict.bagEarth.Rd man/plot.train.Rd man/predict.knn3.Rd man/calibration.Rd man/nullModel.Rd man/densityplot.rfe.Rd man/twoClassSim.Rd man/predict.gafs.Rd man/predict.knnreg.Rd man/pcaNNet.Rd man/maxDissim.Rd man/panel.lift2.Rd man/oneSE.Rd man/oil.Rd man/panel.needle.Rd man/createDataPartition.Rd man/resampleSummary.Rd man/bag.Rd man/train.Rd man/learing_curve_dat.Rd man/safs_initial.Rd man/postResample.Rd man/dotplot.diff.resamples.Rd man/knnreg.Rd man/pottery.Rd man/Sacramento.Rd man/featurePlot.Rd man/GermanCredit.Rd man/safs.Rd man/plotClassProbs.Rd man/lift.Rd man/icr.formula.Rd man/confusionMatrix.Rd man/predictors.Rd man/scat.Rd man/predict.train.Rd man/confusionMatrix.train.Rd man/bagFDA.Rd man/format.bagEarth.Rd man/trainControl.Rd man/caretFuncs.Rd man/findCorrelation.Rd man/recall.Rd man/downSample.Rd man/update.safs.Rd man/resampleHist.Rd man/BloodBrain.Rd man/print.confusionMatrix.Rd man/cars.Rd man/caretSBF.Rd man/varImp.gafs.Rd man/mdrr.Rd man/safsControl.Rd man/segmentationData.Rd man/rfeControl.Rd man/dummyVars.Rd man/summary.bagEarth.Rd man/getSamplingInfo.Rd man/varImp.Rd man/dhfr.Rd man/plot.varImp.train.Rd man/index2vec.Rd man/cox2.Rd man/plot.gafs.Rd man/resamples.Rd man/gafs.default.Rd man/print.train.Rd man/filterVarImp.Rd man/classDist.Rd man/nearZeroVar.Rd man/histogram.train.Rd
.Rinstignore

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.