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.matrix | 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 |
| 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 |
| terms_ptype | Source code |
| 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 |
