API for caret
Classification and Regression Training

Global functions
.onUnload Source code
BloodBrain Man page
BoxCoxTrans Man page Source code
BoxCoxTrans.default Man page Source code
F_meas Man page Source code
F_meas.default Man page Source code
F_meas.table Man page
GarsonWeights Source code
GermanCredit Man page
Kim2009 Source code
LPH07_1 Man page Source code
LPH07_2 Man page Source code
MAE Man page Source code
MeanSD Man page Source code
R2 Man page Source code
RMSE Man page Source code
SLC14_1 Man page Source code
SLC14_2 Man page Source code
Sacramento Man page
absorp Man page
adaptiveWorkflow Source code
additivePlot Source code
aggregate Source code Source code Source code Source code Source code Source code
altTrainWorkflow Source code
anovaScores Man page Source code
as.data.frame.resamples Man page Source code
as.matrix.confusionMatrix Man page Source code
as.matrix.resamples Man page Source code
as.table.confusionMatrix Man page
asNumeric Source code
avNNet Man page
avNNet.default Man page Source code
avNNet.formula Man page
bag Man page
bag.default Man page
bagControl Man page Source code
bagEarth Man page
bagEarth.default Man page
bagEarth.formula Man page
bagEarthStats Man page Source code
bagFDA Man page
bagFDA.default Man page
bagFDA.formula Man page
bagImp Source code
basic2x2Stats Source code
basicVars Source code
bbbDescr Man page
best Man page Source code
bt_eval Source code
bwplot.diff.resamples Man page
bwplot.resamples Man page
calibCalc Source code
calibration Man page Source code
calibration.default Man page Source code
calibration.formula Man page Source code
caret-internal Man page
caretFuncs Man page
caretGA Man page
caretSA Man page
caretSBF Man page
caretTheme Man page Source code
cars Man page
cforestStats Man page Source code
change_text Source code
char_mode Source code
checkConditionalX Man page Source code
checkInstall Man page Source code
checkResamples Man page
check_dims Source code
check_for_wildcards Source code
check_ga_pop Source code
check_na_conflict Source code
check_samp_func Source code
check_samp_list Source code
class2ind Man page Source code
classDist Man page
classDist.default Man page Source code
cluster Man page
cluster.default Source code
cluster.resamples Man page Source code
compare_models Man page
confusionMatrix Man page Source code
confusionMatrix.default Man page Source code
confusionMatrix.rfe Man page
confusionMatrix.sbf Man page
confusionMatrix.table Man page Source code
confusionMatrix.train Man page
contr.dummy Man page Source code
contr.ltfr Man page
convert_method Source code
cox2 Man page
cox2Class Man page
cox2Descr Man page
cox2IC50 Man page
cranRef Source code
createDataPartition Man page
createFolds Man page
createModel Man page
createMultiFolds Man page
createResample Man page Source code
createTimeSlices Man page
ctreeBag Man page
defaultSummary Man page Source code
densityplot.diff.resamples Man page
densityplot.resamples Man page
densityplot.rfe Man page
densityplot.sbf Source code
densityplot.train Man page Source code
depth2cp Source code
dhfr Man page
diff.resamples Man page
dotPlot Man page
dotplot.diff.resamples Man page
dotplot.resamples Man page
downSample Man page Source code
dummyVars Man page
dummyVars.default Man page
endpoints Man page
enumLC Source code
enumLC.default Source code
enumLC.formula Source code
enumLC.lm Source code
enumLC.matrix Source code
evalSummaryFunction Source code
expandParameters Man page Source code
expand_preds Source code
expoTrans Man page Source code
expoTrans.default Man page Source code
expoTrans.numeric Source code
extractPrediction Man page Source code
extractProb Man page Source code
fail_warning Source code
fattyAcids Man page
featurePlot Man page
fill_failed_pred Source code
fill_failed_prob Source code
filterVarImp Man page Source code
findCorrelation Man page Source code
findCorrelation_exact Source code
findCorrelation_fast Source code
findLinearCombos Man page Source code
fit Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code
fitness_intern Source code Source code Source code
fitted.train Source code
flatTable Man page Source code
foo Source code
format.bagEarth Man page Source code
ga_func_check Source code
ga_select Source code
ga_wrapper Source code
gafs Man page
gafs.default Man page
gafs.recipe Man page
gafsControl Man page Source code
gafs_initial Man page
gafs_lrSelection Man page
gafs_nlrSelection Man page
gafs_raMutation Man page
gafs_rwSelection Man page
gafs_spCrossover Man page
gafs_tourSelection Man page
gafs_uCrossover Man page
gamFormula Man page Source code
gamFuncs Man page
gamScores Man page Source code
getModelInfo Man page Source code
getOper Source code Source code
getRangeBounds Source code
getSamplingInfo Man page Source code
getTrainOper Source code
getTrainPerf Man page Source code
get_averages.rfe Source code
get_averages.sbf Source code
get_averages.train Source code
get_fitness_differences Source code
get_id Source code
get_labels Source code
get_model_type Source code
get_range Source code
get_resample_perf.gafs Source code
get_resample_perf.rfe Source code
get_resample_perf.safs Source code
get_resample_perf.sbf Source code
get_resample_perf.train Source code
get_types Source code
get_vector Source code
get_yj_lambda Source code
ggplot.calibration Man page
ggplot.gafs Man page
ggplot.lift Man page
ggplot.resamples Man page
ggplot.rfe Man page Source code
ggplot.safs Man page
ggplot.train Man page Source code
ggplot.varImp.train Man page
groupKFold Man page
group_bc Source code
hasDots Source code
hasTerms Man page Source code
histogram.rfe Man page
histogram.sbf Source code
histogram.train Man page Source code
holdout_rec Source code
icr Man page
icr.default Man page Source code
icr.formula Man page
index2vec Man page Source code
internalEnumLC Source code
invHyperbolicSineFunc Source code
ipredStats Man page Source code
jack_sim Source code
knn3 Man page
knn3.data.frame Man page Source code
knn3.default Source code
knn3.formula Man page
knn3.matrix Man page Source code
knn3Train Man page Source code
knnreg Man page
knnreg.data.frame Man page Source code
knnreg.default Man page Source code
knnreg.formula Man page
knnreg.matrix Man page Source code
knnregTrain Man page Source code
ldaBag Man page
ldaFuncs Man page
ldaSBF Man page
learning_curve_dat Man page Source code
levelplot.diff.resamples Man page
levels.train Source code
lift Man page Source code
lift.default Man page Source code
lift.formula Man page Source code
liftCalc Source code
lmFuncs Man page
lmSBF Man page
logBBB Man page
long2wide Source code
looSbfWorkflow Source code
looTrainWorkflow Source code
loo_train_rec Source code
lrFuncs Man page
makeTable Source code
make_noise Source code
manly Source code
manlyLik Source code
maxDissim Man page Source code
mdrr Man page
mdrrClass Man page
mdrrDescr Man page
minDiss Man page Source code
missing_packages Source code
mnLogLoss Man page Source code
model2method Source code
modelCor Man page Source code
modelLookup Man page Source code
model_failed Source code
models Man page
multiClassSummary Man page Source code
nbBag Man page
nbFuncs Man page
nbSBF Man page
nearZeroVar Man page
negPredValue Man page Source code
negPredValue.default Man page
negPredValue.matrix Man page
negPredValue.table Man page
nnetBag Man page
nnimp Source code
nominalRfeWorkflow Source code
nominalSbfWorkflow Source code
nominalTrainWorkflow Source code
nullModel Man page
nullModel.default Man page Source code
nzv Man page
oil Man page
oilType Man page
oneSE Man page Source code
oobTrainWorkflow Source code
oob_pred.list Source code
oob_pred.rfe Source code
oob_pred.sbf Source code
oob_pred.train Source code
oob_train_rec Source code
optimism_rec Source code
optimism_xy Source code
outcome_conversion Man page Source code
panel.calibration Man page
panel.lift Man page Source code
panel.lift2 Man page
panel.needle Man page
parallel_check Source code
parallelplot.resamples Man page
parse_sampling Source code
partRuleSummary Source code
pcaNNet Man page
pcaNNet.default Man page Source code
pcaNNet.formula Man page
pickSizeBest Man page Source code
pickSizeTolerance Man page Source code
pickVars Man page Source code
plot.gafs Man page
plot.lift Source code
plot.prcomp.resamples Man page Source code
plot.rfe Man page
plot.safs Man page
plot.train Man page
plot.varImp.train Man page
plotClassProbs Man page Source code
plotObsVsPred Man page Source code
plotRef Source code
plsBag Man page
plsda Man page
plsda.default Man page Source code
posPredValue Man page Source code
posPredValue.default Man page
posPredValue.matrix Man page
posPredValue.table Man page
postResample Man page Source code
pottery Man page
potteryClass Man page
pp_list Source code
prSummary Man page
prcomp.resamples Man page Source code
preProcess Man page Source code
preProcess.default Man page Source code
pre_process_options Source code
precision Man page Source code
precision.default Man page Source code
precision.matrix Man page
precision.table Man page
pred Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code
pred_failed Source code
predict.BoxCoxTrans Man page Source code
predict.PLS Source code
predict.avNNet Man page Source code
predict.bag Man page
predict.bagEarth Man page
predict.bagFDA Man page
predict.classDist Man page Source code
predict.dummyVars Man page Source code
predict.expoTrans Man page Source code
predict.gafs Man page
predict.icr Man page Source code
predict.knn3 Man page
predict.knnreg Man page
predict.list Man page Source code
predict.nullModel Man page
predict.pcaNNet Man page Source code
predict.plsda Man page Source code
predict.preProcess Man page Source code
predict.rfe Man page
predict.safs Man page
predict.sbf Man page Source code
predict.splsda Man page Source code
predict.train Man page Source code
predict.train.recipe Source code
predictionFunction Man page Source code
predictors Man page
predictors.default Man page Source code
predictors.formula Man page Source code
predictors.gafs Source code
predictors.list Man page Source code
predictors.rfe Man page
predictors.safs Source code
predictors.sbf Man page Source code
predictors.terms Man page Source code
predictors.train Man page Source code
preproc_dots Source code
prettySeq Source code
print.BoxCoxTrans Man page Source code
print.avNNet Man page
print.bag Man page
print.bagEarth Man page
print.bagFDA Man page
print.calibration Man page Source code
print.classDist Source code
print.confusionMatrix Man page
print.dummyVars Man page Source code
print.expoTrans Source code
print.knn3 Man page
print.knnreg Man page
print.lift Man page Source code
print.nullModel Source code
print.pcaNNet Man page
print.preProcess Source code
print.resamples Man page Source code
print.rfe Source code
print.sbf Source code
print.summary.bag Man page
print.summary.resamples Source code
print.train Man page
printCall Source code
probFunction Man page Source code
process_diffs Source code
progress Man page Source code
random_search_plot Source code
rank Source code Source code Source code Source code Source code Source code Source code
rec_model Source code
recall Man page Source code
recall.default Man page Source code
recall.table Man page
recode Source code
repList Source code
requireNamespaceQuietStop Source code
resampleHist Man page Source code
resampleSummary Man page Source code
resampleWrapper Man page Source code
resamples Man page
resamples.default Man page Source code
residuals.train Source code
rfFuncs Man page
rfGA Man page
rfSA Man page
rfSBF Man page
rfStats Man page Source code
rfe Man page
rfe.default Man page
rfe.formula Man page
rfe.recipe Man page
rfeControl Man page Source code
rfeIter Man page Source code
ripperRuleSummary Source code
rocPerCol Source code
role_cols Source code
sa_bl_correct Source code
sa_bl_correct0 Source code
sa_func_check Source code
safs Man page
safs.default Man page
safs.recipe Man page
safsControl Man page
safs_initial Man page
safs_perturb Man page
safs_prob Man page
same_args Source code
sbf Man page
sbf.default Man page
sbf.formula Man page
sbf.recipe Man page
sbfControl Man page Source code
sbfIter Man page Source code
sbf_loo_rec Source code
sbf_rec Source code
sbf_resampledCM Source code
scat Man page
scat_orig Man page
scrubCall Source code
segmentationData Man page
sensitivity Man page Source code
sensitivity.default Man page
sensitivity.matrix Man page
sensitivity.table Man page
smootherFormula Source code
sort.resamples Man page Source code
sortImp Man page Source code
spatialSign Man page
spatialSign.data.frame Man page
spatialSign.default Man page
spatialSign.matrix Man page
specificity Man page Source code
specificity.default Man page
specificity.matrix Man page
specificity.table Man page
splitByDissim Source code
splitIndicies Source code
splitter Source code
splom.resamples Man page
splsda Man page
splsda.default Man page Source code
stats Source code
stripplot.rfe Man page
stripplot.train Man page Source code
subsemble_index Source code
subset_x Source code
suggestions Source code
sumDiss Man page Source code
summ_stats Source code
summary.bag Man page
summary.bagEarth Man page
summary.bagFDA Man page
summary.diff.resamples Man page
summary.resamples Man page Source code
summary.train Source code
svmBag Man page
tecator Man page
thresholder Man page Source code
tolerance Man page Source code
train Man page
train.default Man page Source code
train.formula Man page
train.recipe Man page Source code
trainControl Man page Source code
train_adapt_rec Source code
train_lev Source code
train_model_list Man page
train_rec Source code
treebagFuncs Man page
treebagGA Man page
treebagSA Man page
treebagSBF Man page
trim Source code
trim.train Source code
trimPredictions Source code
trim_values Source code
truncateText Source code
twoClassSim Man page Source code
twoClassSummary Man page
upSample Man page
update.gafs Man page
update.rfe Man page
update.safs Man page
update.train Man page Source code
useMathSymbols Source code
varImp Man page
varImp.C5.0 Man page Source code
varImp.Gam Man page Source code
varImp.JRip Man page Source code
varImp.PART Man page Source code
varImp.RRF Man page Source code
varImp.RandomForest Man page Source code
varImp.avNNet Man page Source code
varImp.bagEarth Man page Source code
varImp.bagFDA Man page Source code
varImp.classbagg Man page Source code
varImp.cubist Man page Source code
varImp.dsa Man page Source code
varImp.earth Man page Source code
varImp.fda Man page Source code
varImp.gafs Man page
varImp.gam Man page Source code
varImp.gbm Man page Source code
varImp.glm Man page Source code
varImp.glmnet Man page Source code
varImp.lm Man page Source code
varImp.multinom Man page Source code
varImp.mvr Man page Source code
varImp.nnet Man page Source code
varImp.pamrtrained Man page Source code
varImp.plsda Man page Source code
varImp.randomForest Man page Source code
varImp.regbagg Man page Source code
varImp.rfe Man page
varImp.rpart Man page Source code
varImp.safs Man page
varImp.sbf Source code
varImp.train Man page
varImpDependencies Source code
varSeq Source code
var_seq Man page Source code
well_numbered Man page Source code
xyplot.calibration Man page
xyplot.lift Man page Source code
xyplot.resamples Man page
xyplot.rfe Man page
xyplot.train Man page Source code
zeroVar Source code
caret documentation built on May 2, 2019, 5:39 a.m.