API for caret
Classification and Regression Training
| Global functions | |
|---|---|
| BloodBrain | Man page |
| BoxCoxTrans | Man page |
| BoxCoxTrans.default | Man page |
| GermanCredit | Man page |
| MeanSD | Man page |
| R2 | Man page |
| RMSE | Man page |
| absorp | Man page |
| anovaScores | Man page |
| as.matrix.confusionMatrix | Man page |
| as.table.confusionMatrix | Man page |
| avNNet | Man page |
| avNNet.default | Man page |
| avNNet.formula | Man page |
| bag | Man page |
| bag.default | Man page |
| bagControl | Man page |
| bagEarth | Man page |
| bagEarth.default | Man page |
| bagEarth.formula | Man page |
| bagEarthStats | Man page |
| bagFDA | Man page |
| bagFDA.default | Man page |
| bagFDA.formula | Man page |
| bbbDescr | Man page |
| best | Man page |
| bwplot.diff.resamples | Man page |
| bwplot.resamples | Man page |
| calibration | Man page |
| calibration.default | Man page |
| calibration.formula | Man page |
| caretFuncs | Man page |
| caretSBF | Man page |
| caretTheme | Man page |
| cars | Man page |
| cforestStats | Man page |
| checkConditionalX | Man page |
| checkInstall | Man page |
| checkResamples | Man page |
| classDist | Man page |
| classDist.default | Man page |
| cluster | Man page |
| cluster.resamples | Man page |
| confusionMatrix | Man page |
| confusionMatrix.default | Man page |
| confusionMatrix.rfe | Man page |
| confusionMatrix.sbf | Man page |
| confusionMatrix.table | Man page |
| confusionMatrix.train | Man page |
| contr.dummy | Man page |
| contr.ltfr | Man page |
| cox2 | Man page |
| cox2Class | Man page |
| cox2Descr | Man page |
| cox2IC50 | Man page |
| createDataPartition | Man page |
| createFolds | Man page |
| createModel | Man page |
| createMultiFolds | Man page |
| createResample | Man page |
| createTimeSlices | Man page |
| ctreeBag | Man page |
| defaultSummary | Man page |
| densityplot.diff.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 |
| downSample | Man page |
| dummyVars | Man page |
| dummyVars.default | Man page |
| endpoints | Man page |
| expandParameters | Man page |
| expoTrans | Man page |
| expoTrans.default | Man page |
| extractPrediction | Man page |
| extractProb | Man page |
| fattyAcids | Man page |
| featurePlot | Man page |
| filterVarImp | Man page |
| findCorrelation | Man page |
| findLinearCombos | Man page |
| flatTable | Man page |
| format.bagEarth | Man page |
| gamFormula | Man page |
| gamFuncs | Man page |
| gamScores | Man page |
| generateExprVal.method.trimMean | Man page |
| getModelInfo | Man page |
| getTrainPerf | Man page |
| ggplot.rfe | Man page |
| ggplot.train | Man page |
| hasTerms | Man page |
| histogram.rfe | Man page |
| histogram.train | Man page |
| icr | Man page |
| icr.default | Man page |
| icr.formula | Man page |
| ipredStats | Man page |
| knn3 | Man page |
| knn3.data.frame | Man page |
| knn3.formula | Man page |
| knn3.matrix | Man page |
| knn3Train | Man page |
| knnreg | Man page Man page |
| knnreg.data.frame | Man page |
| knnreg.default | Man page |
| knnreg.formula | Man page |
| knnreg.matrix | Man page |
| knnregTrain | Man page |
| ldaBag | Man page |
| ldaFuncs | Man page |
| ldaSBF | Man page |
| levelplot.diff.resamples | Man page |
| lift | Man page |
| lift.default | Man page |
| lift.formula | Man page |
| lmFuncs | Man page |
| lmSBF | Man page |
| logBBB | Man page |
| lrFuncs | Man page |
| maxDissim | Man page |
| mdrr | Man page |
| mdrrClass | Man page |
| mdrrDescr | Man page |
| minDiss | Man page |
| modelCor | Man page |
| modelLookup | Man page |
| models | Man page |
| nbBag | Man page |
| nbFuncs | Man page |
| nbSBF | Man page |
| nearZeroVar | Man page |
| negPredValue | Man page |
| negPredValue.default | Man page |
| negPredValue.matrix | Man page |
| negPredValue.table | Man page |
| nnetBag | Man page |
| normalize.AffyBatch.normalize2Reference | Man page |
| normalize2Reference | Man page |
| nullModel | Man page |
| nullModel.default | 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 |
| pcaNNet | Man page |
| pcaNNet.default | Man page |
| pcaNNet.formula | Man page |
| pickSizeBest | Man page |
| pickSizeTolerance | Man page |
| pickVars | Man page |
| plot.prcomp.resamples | Man page |
| plot.rfe | Man page |
| plot.train | Man page |
| plot.varImp.train | Man page |
| plotClassProbs | Man page |
| plotObsVsPred | Man page |
| plsBag | Man page |
| plsda | Man page |
| plsda.default | Man page |
| posPredValue | Man page |
| posPredValue.default | Man page |
| posPredValue.matrix | Man page |
| posPredValue.table | Man page |
| postResample | Man page |
| pottery | Man page |
| potteryClass | Man page |
| prcomp.resamples | Man page |
| preProcess | Man page |
| preProcess.default | Man page |
| predict.BoxCoxTrans | Man page |
| predict.avNNet | Man page |
| predict.bag | Man page |
| predict.bagEarth | Man page |
| predict.bagFDA | Man page |
| predict.classDist | Man page |
| predict.dummyVars | Man page |
| predict.expoTrans | Man page |
| predict.icr | Man page |
| predict.knn3 | Man page |
| predict.knnreg | Man page |
| predict.list | Man page |
| predict.nullModel | Man page |
| predict.pcaNNet | Man page |
| predict.plsda | Man page |
| predict.preProcess | Man page |
| predict.rfe | Man page |
| predict.sbf | Man page |
| predict.splsda | Man page |
| predict.train | Man page |
| predictionFunction | 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 |
| print.bagEarth | Man page |
| print.bagFDA | Man page |
| print.confusionMatrix | Man page |
| print.train | Man page |
| probFunction | Man page |
| progress | Man page |
| resampleHist | Man page |
| resampleSummary | Man page |
| resampleWrapper | Man page |
| resamples | Man page |
| resamples.default | Man page |
| rfFuncs | Man page |
| rfSBF | Man page |
| rfStats | Man page |
| rfe | Man page |
| rfe.default | Man page |
| rfeControl | Man page |
| rfeIter | Man page |
| sbf | Man page |
| sbf.default | Man page |
| sbf.formula | Man page |
| sbfControl | Man page |
| sbfIter | Man page |
| segmentationData | Man page |
| sensitivity | Man page |
| sensitivity.default | Man page |
| sensitivity.matrix | Man page |
| sensitivity.table | Man page |
| sort.resamples | Man page |
| sortImp | 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 |
| splsda | Man page |
| splsda.default | Man page |
| stripplot.rfe | Man page |
| stripplot.train | Man page |
| sumDiss | Man page |
| summary.bagEarth | Man page |
| summary.bagFDA | Man page |
| summary.diff.resamples | Man page |
| summary.resamples | Man page |
| svmBag | Man page |
| tecator | Man page |
| tolerance | Man page |
| train | Man page |
| train.default | Man page |
| train.formula | Man page |
| trainControl | Man page |
| train_model_list | Man page |
| treebagFuncs | Man page |
| treebagSBF | Man page |
| twoClassSim | Man page |
| twoClassSummary | Man page |
| upSample | Man page |
| update.train | Man page |
| varImp | Man page |
| varImp.C5.0 | Man page |
| varImp.JRip | Man page |
| varImp.PART | Man page |
| varImp.RandomForest | Man page |
| varImp.bagEarth | Man page |
| varImp.bagFDA | Man page |
| varImp.classbagg | Man page |
| varImp.cubist | Man page |
| varImp.dsa | Man page |
| varImp.earth | Man page |
| varImp.fda | Man page |
| varImp.gam | Man page |
| varImp.gbm | Man page |
| varImp.glmnet | Man page |
| varImp.lm | Man page |
| varImp.multinom | Man page |
| varImp.mvr | Man page |
| varImp.nnet | Man page |
| varImp.pamrtrained | Man page |
| varImp.plsda | Man page |
| varImp.randomForest | Man page |
| varImp.regbagg | Man page |
| varImp.rfe | Man page |
| varImp.rpart | Man page |
| varImp.train | Man page |
| xyplot.calibration | Man page |
| xyplot.lift | Man page |
| xyplot.resamples | Man page |
| xyplot.rfe | Man page |
| xyplot.train | Man page |
