| .onAttach |
Source code
|
| .onLoad |
Source code
|
| Aggregation |
Man page
|
| BenchmarkResult |
Man page
|
| CalibrationData |
Man page
|
| ClassifTask |
Man page
|
| ClusterTask |
Man page
|
| ConfusionMatrix |
Man page
|
| CostSensClassifModel |
Man page
|
| CostSensClassifWrapper |
Man page
|
| CostSensRegrModel |
Man page
|
| CostSensRegrWrapper |
Man page
|
| CostSensTask |
Man page
|
| CostSensWeightedPairsModel |
Man page
|
| CostSensWeightedPairsWrapper |
Man page
|
| FSelectorRcpp.filter |
Source code
|
| FailureModel |
Man page
|
| FeatSelControl |
Man page
|
| FeatSelControlExhaustive |
Man page
|
| FeatSelControlGA |
Man page
|
| FeatSelControlRandom |
Man page
|
| FeatSelControlSequential |
Man page
|
| FeatSelResult |
Man page
|
| FeatureImportanceData |
Man page
|
| FilterValues |
Man page
|
| G1 |
Man page
|
| G2 |
Man page
|
| Learner |
Man page
|
| LearnerProperties |
Man page
|
| LearningCurveData |
Man page
|
| Measure |
Man page
|
| MeasureProperties |
Man page
|
| ModelMultiplexer |
Man page
|
| MultilabelTask |
Man page
|
| PartialDependenceData |
Man page
|
| Prediction |
Man page
|
| RLearner |
Man page
|
| RLearnerClassif |
Man page
|
| RLearnerCluster |
Man page
|
| RLearnerMultilabel |
Man page
|
| RLearnerRegr |
Man page
|
| RLearnerSurv |
Man page
|
| RegrTask |
Man page
|
| ResampleDesc |
Man page
|
| ResampleInstance |
Man page
|
| ResamplePrediction |
Man page
|
| ResampleResult |
Man page
|
| SurvTask |
Man page
|
| Task |
Man page
|
| TaskDesc |
Man page
|
| ThreshVsPerfData |
Man page
|
| TuneControl |
Man page
|
| TuneControlCMAES |
Man page
|
| TuneControlDesign |
Man page
|
| TuneControlGenSA |
Man page
|
| TuneControlGrid |
Man page
|
| TuneControlIrace |
Man page
|
| TuneControlMBO |
Man page
|
| TuneControlRandom |
Man page
|
| TuneMultiCritControl |
Man page
|
| TuneMultiCritControlGrid |
Man page
|
| TuneMultiCritControlMBO |
Man page
|
| TuneMultiCritControlNSGA2 |
Man page
|
| TuneMultiCritControlRandom |
Man page
|
| TuneMultiCritResult |
Man page
|
| TuneResult |
Man page
|
| WrappedModel |
Man page
|
| acc |
Man page
|
| addRRMeasure |
Man page
Source code
|
| aggregations |
Man page
|
| agri.task |
Man page
|
| analyzeFeatSelResult |
Man page
Source code
|
| as.data.frame.BenchmarkResult |
Source code
|
| as.data.frame.Prediction |
Source code
|
| asROCRPrediction |
Man page
Source code
|
| asROCRPrediction.Prediction |
Source code
|
| asROCRPrediction.ResamplePrediction |
Source code
|
| asROCRPredictionIntern |
Source code
|
| attachTrainingInfo |
Source code
|
| auc |
Man page
|
| averageBaseLearners |
Source code
|
| b632 |
Man page
|
| b632plus |
Man page
|
| bac |
Man page
|
| batchmark |
Man page
Source code
|
| bc.task |
Man page
|
| benchmark |
Man page
Source code
|
| benchmarkParallel |
Source code
|
| ber |
Man page
|
| bh.task |
Man page
|
| binaryToFeatures |
Source code
|
| bootstrapB632 |
Man page
Source code
|
| bootstrapB632plus |
Man page
Source code
|
| bootstrapOOB |
Man page
Source code
|
| bootstrapStandardError |
Source code
|
| brier |
Man page
|
| brier.scaled |
Man page
|
| buildCMatrix |
Source code
|
| cache_helpers |
Man page
|
| calculateConfusionMatrix |
Man page
Source code
|
| calculateROCMeasures |
Man page
Source code
|
| calculateResampleIterationResult |
Source code
|
| capLargeValues |
Man page
Source code
|
| capLargeValues.Task |
Source code
|
| capLargeValues.data.frame |
Source code
|
| changeData |
Man page
Source code
|
| checkAggrBeforeResample |
Source code
|
| checkAggrsBeforeResample |
Source code
|
| checkBMRMeasure |
Source code
|
| checkDuplicatedLearnerNames |
Source code
|
| checkFDCols |
Source code
|
| checkFilterArguments |
Source code
|
| checkLearner |
Man page
Source code
|
| checkLearnerBeforeTrain |
Source code
|
| checkMeasures |
Source code
|
| checkModelCorrespondsTask |
Source code
|
| checkPredictLearnerOutput |
Man page
Source code
|
| checkPrediction |
Source code
|
| checkTargetPreproc |
Source code
|
| checkTask |
Source code
|
| checkTaskData |
Source code
|
| checkTaskSubset |
Source code
|
| checkTunerParset |
Source code
|
| cindex |
Man page
|
| cindex.uno |
Man page
|
| cleanupPackageNames |
Source code
|
| cm.onevsone |
Source code
|
| cm.onevsrest |
Source code
|
| codeListToTable |
Source code
|
| colAUC |
Source code
|
| compare.diff |
Source code
|
| compressBaseLearners |
Source code
|
| configureMlr |
Man page
Source code
|
| convertBMRToRankMatrix |
Man page
Source code
|
| convertMLBenchObjToTask |
Man page
Source code
|
| convertStartToNumeric |
Source code
|
| convertXIdentity |
Source code
|
| convertXNumeric |
Source code
|
| convertXVectorizedBooleanStringsToLogical |
Source code
|
| convertXVectorizedMatrixCols |
Source code
|
| convertYForTuner |
Source code
|
| costiris.task |
Man page
|
| createDummyFeatures |
Man page
Source code
|
| createDummyFeatures.Task |
Source code
|
| createDummyFeatures.character |
Source code
|
| createDummyFeatures.data.frame |
Source code
|
| createDummyFeatures.factor |
Source code
|
| createSpatialResamplingPlots |
Man page
Source code
|
| createStates |
Source code
|
| crossover |
Man page
Source code
|
| crossval |
Man page
Source code
|
| cv10 |
Man page
|
| cv2 |
Man page
|
| cv3 |
Man page
|
| cv5 |
Man page
|
| db |
Man page
|
| deleteCacheDir |
Man page
Source code
|
| doBaggingTrainIteration |
Source code
|
| doCostSensRegrTrainIteration |
Source code
|
| doDerivativeMarginalPrediction |
Source code
|
| doMulticlassTrainIteration |
Source code
|
| doMultilabelBinaryRelevanceTrainIteration |
Source code
|
| doOverBaggingTrainIteration |
Source code
|
| doPerformanceIteration |
Source code
|
| doPermutationImportance |
Source code
|
| doResampleIteration |
Source code
|
| downsample |
Man page
Source code
|
| downsample.ResampleInstance |
Source code
|
| downsample.Task |
Source code
|
| dropFeatures |
Man page
Source code
|
| ensureBenchmarkLearners |
Source code
|
| ensureBenchmarkMeasures |
Source code
|
| ensureBenchmarkResamplings |
Source code
|
| ensureBenchmarkTasks |
Source code
|
| estimateRelativeOverfitting |
Man page
Source code
|
| estimateRelativeOverfitting.Prediction |
Source code
|
| estimateRelativeOverfitting.ResampleDesc |
Source code
|
| estimateRelativeOverfitting.ResamplePrediction |
Source code
|
| estimateResidualVariance |
Man page
Source code
|
| estimateResidualVariance.Learner |
Source code
|
| estimateResidualVariance.WrappedModel |
Source code
|
| evalOptimizationState |
Source code
|
| evalOptimizationStates |
Source code
|
| evalOptimizationStatesFeatSel |
Source code
|
| evalOptimizationStatesTune |
Source code
|
| exportMlrOptions |
Source code
|
| expvar |
Man page
|
| extractFDABsignal |
Man page
Source code
|
| extractFDADTWKernel |
Man page
Source code
|
| extractFDAFPCA |
Man page
Source code
|
| extractFDAFeatures |
Man page
Source code
|
| extractFDAFeatures.Task |
Source code
|
| extractFDAFeatures.data.frame |
Source code
|
| extractFDAFourier |
Man page
Source code
|
| extractFDAMultiResFeatures |
Man page
Source code
|
| extractFDATsfeatures |
Man page
Source code
|
| extractFDAWavelets |
Man page
Source code
|
| extractH2OGlmVarImp |
Source code
|
| extractH2OVarImp |
Source code
|
| f1 |
Man page
|
| fdFeatsToColumnIndex |
Source code
|
| fdr |
Man page
|
| featperc |
Man page
|
| featuresToBinary |
Source code
|
| featuresToLogical |
Source code
|
| filterFeatures |
Man page
Source code
|
| filterLearnerTable |
Source code
|
| fixDataForLearner |
Source code
|
| fixedcv |
Man page
Source code
|
| fn |
Man page
|
| fnr |
Man page
|
| fp |
Man page
|
| fpr |
Man page
|
| friedmanPostHocTestBMR |
Man page
Source code
|
| friedmanTestBMR |
Man page
Source code
|
| fuelsubset.task |
Man page
|
| fun |
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
Source code
|
| functionalToNormalData |
Source code
|
| generateCalibrationData |
Man page
Source code
|
| generateCalibrationData.BenchmarkResult |
Source code
|
| generateCalibrationData.Prediction |
Source code
|
| generateCalibrationData.ResampleResult |
Source code
|
| generateCalibrationData.list |
Source code
|
| generateCritDifferencesData |
Man page
Source code
|
| generateFeatureImportanceData |
Man page
Source code
|
| generateFilterValuesData |
Man page
Source code
|
| generateHyperParsEffectData |
Man page
Source code
|
| generateKid |
Source code
|
| generateLearningCurveData |
Man page
Source code
|
| generatePartialDependenceData |
Man page
Source code
|
| generateThreshVsPerfData |
Man page
Source code
|
| generateThreshVsPerfData.BenchmarkResult |
Source code
|
| generateThreshVsPerfData.Prediction |
Source code
|
| generateThreshVsPerfData.ResampleResult |
Source code
|
| generateThreshVsPerfData.list |
Source code
|
| getAlgoFun |
Source code
|
| getBMRAggrPerformances |
Man page
Source code
|
| getBMRFeatSelResults |
Man page
Source code
|
| getBMRFilteredFeatures |
Man page
Source code
|
| getBMRLearnerIds |
Man page
Source code
|
| getBMRLearnerShortNames |
Man page
Source code
|
| getBMRLearners |
Man page
Source code
|
| getBMRMeasureIds |
Man page
Source code
|
| getBMRMeasures |
Man page
Source code
|
| getBMRModels |
Man page
Source code
|
| getBMRObjects |
Source code
|
| getBMROptResults |
Source code
|
| getBMRPerformances |
Man page
Source code
|
| getBMRPredictions |
Man page
Source code
|
| getBMRTaskDescriptions |
Man page
Source code
|
| getBMRTaskDescs |
Man page
Source code
|
| getBMRTaskIds |
Man page
Source code
|
| getBMRTuneResults |
Man page
Source code
|
| getBinomialTarget |
Source code
|
| getCacheDir |
Man page
Source code
|
| getCaretParamSet |
Man page
Source code
|
| getClassWeightParam |
Man page
Source code
|
| getClassWeightParam.BaseEnsemble |
Source code
|
| getClassWeightParam.BaseWrapper |
Source code
|
| getClassWeightParam.Learner |
Source code
|
| getClassWeightParam.character |
Source code
|
| getColEls |
Source code
|
| getConfMatrix |
Man page
Source code
|
| getDefaultMeasure |
Man page
Source code
|
| getExtractor |
Source code
|
| getFDboostFormulaMat |
Source code
|
| getFGAMFormulaMat |
Source code
|
| getFailureModelDump |
Man page
Source code
|
| getFailureModelDump.BaseWrapperModel |
Source code
|
| getFailureModelDump.FailureModel |
Source code
|
| getFailureModelDump.HomogeneousEnsembleModel |
Source code
|
| getFailureModelDump.WrappedModel |
Source code
|
| getFailureModelMsg |
Man page
Source code
|
| getFailureModelMsg.BaseWrapperModel |
Source code
|
| getFailureModelMsg.FailureModel |
Source code
|
| getFailureModelMsg.HomogeneousEnsembleModel |
Source code
|
| getFailureModelMsg.WrappedModel |
Source code
|
| getFeatSelResult |
Man page
Source code
|
| getFeatureImportance |
Man page
Source code
|
| getFeatureImportanceLearner |
Man page
Source code
|
| getFeatureImportanceLearner.BaseWrapper |
Source code
|
| getFeatureImportanceLearner.classif.RRF |
Source code
|
| getFeatureImportanceLearner.classif.boosting |
Source code
|
| getFeatureImportanceLearner.classif.cforest |
Source code
|
| getFeatureImportanceLearner.classif.gbm |
Source code
|
| getFeatureImportanceLearner.classif.h2o.deeplearning |
Source code
|
| getFeatureImportanceLearner.classif.h2o.gbm |
Source code
|
| getFeatureImportanceLearner.classif.h2o.glm |
Source code
|
| getFeatureImportanceLearner.classif.h2o.randomForest |
Source code
|
| getFeatureImportanceLearner.classif.randomForest |
Source code
|
| getFeatureImportanceLearner.classif.ranger |
Source code
|
| getFeatureImportanceLearner.classif.rpart |
Source code
|
| getFeatureImportanceLearner.classif.xgboost |
Source code
|
| getFeatureImportanceLearner.regr.RRF |
Source code
|
| getFeatureImportanceLearner.regr.cforest |
Source code
|
| getFeatureImportanceLearner.regr.gbm |
Source code
|
| getFeatureImportanceLearner.regr.randomForest |
Source code
|
| getFeatureImportanceLearner.regr.ranger |
Source code
|
| getFeatureImportanceLearner.regr.rpart |
Source code
|
| getFeatureImportanceLearner.regr.xgboost |
Source code
|
| getFeatureImportanceLearner.surv.cforest |
Source code
|
| getFeatureImportanceLearner.surv.gbm |
Source code
|
| getFeatureImportanceLearner.surv.ranger |
Source code
|
| getFeatureImportanceLearner.surv.rpart |
Source code
|
| getFilteredFeatures |
Man page
Source code
|
| getFilteredFeatures.FilterModel |
Source code
|
| getFilteredFeatures.default |
Source code
|
| getFixDataInfo |
Source code
|
| getFunctionalFeatures |
Man page
Source code
|
| getFunctionalFeatures.Task |
Man page
Source code
|
| getFunctionalFeatures.data.frame |
Man page
Source code
|
| getHomogeneousEnsembleModels |
Man page
Source code
|
| getHyperPars |
Man page
Source code
|
| getHyperPars.BaseEnsemble |
Source code
|
| getHyperPars.BaseWrapper |
Source code
|
| getHyperPars.Learner |
Source code
|
| getHyperParsString |
Source code
|
| getLeafLearner |
Source code
|
| getLeafModel |
Source code
|
| getLearnerId |
Man page
Source code
|
| getLearnerModel |
Man page
Source code
|
| getLearnerModel.BaseWrapperModel |
Source code
|
| getLearnerModel.HomogeneousEnsembleModel |
Source code
|
| getLearnerModel.ModelMultiplexerModel |
Source code
|
| getLearnerModel.WrappedModel |
Source code
|
| getLearnerNote |
Man page
Source code
|
| getLearnerOptions |
Source code
|
| getLearnerPackages |
Man page
Source code
|
| getLearnerParVals |
Man page
Source code
|
| getLearnerParamSet |
Man page
Source code
|
| getLearnerPredictType |
Man page
Source code
|
| getLearnerProperties |
Man page
Source code
|
| getLearnerProperties.BaggingWrapper |
Source code
|
| getLearnerProperties.BaseWrapper |
Source code
|
| getLearnerProperties.ClassificationViaRegressionWrapper |
Source code
|
| getLearnerProperties.CostSensClassifWrapper |
Source code
|
| getLearnerProperties.CostSensRegrWrapper |
Source code
|
| getLearnerProperties.CostSensWeightedPairsWrapper |
Source code
|
| getLearnerProperties.DummyFeaturesWrapper |
Source code
|
| getLearnerProperties.ImputeWrapper |
Source code
|
| getLearnerProperties.Learner |
Source code
|
| getLearnerProperties.ModelMultiplexer |
Source code
|
| getLearnerProperties.MulticlassWrapper |
Source code
|
| getLearnerProperties.OverBaggingWrapper |
Source code
|
| getLearnerProperties.PreprocWrapperCaret |
Source code
|
| getLearnerProperties.WeightedClassesWrapper |
Source code
|
| getLearnerProperties.character |
Source code
|
| getLearnerProperties.extractFDAFeatsWrapper |
Source code
|
| getLearnerShortName |
Man page
Source code
|
| getLearnerTable |
Source code
|
| getLearnerType |
Man page
Source code
|
| getMeasureProperties |
Man page
Source code
|
| getMinMaxClass |
Source code
|
| getMlrOption |
Source code
|
| getMlrOptions |
Man page
Source code
|
| getMultilabelBinaryPerformances |
Man page
Source code
|
| getNameProposals |
Source code
|
| getNestedTuneResultsOptPathDf |
Man page
Source code
|
| getNestedTuneResultsX |
Man page
Source code
|
| getOOBPreds |
Man page
Source code
|
| getOOBPredsLearner |
Man page
Source code
|
| getOOBPredsLearner.BaseWrapper |
Source code
|
| getOOBPredsLearner.classif.rFerns |
Source code
|
| getOOBPredsLearner.classif.randomForest |
Source code
|
| getOOBPredsLearner.classif.ranger |
Source code
|
| getOOBPredsLearner.regr.randomForest |
Source code
|
| getOOBPredsLearner.regr.ranger |
Source code
|
| getParamSet |
Man page
|
| getParamSet.BaseWrapper |
Source code
|
| getParamSet.Learner |
Source code
|
| getParamSet.character |
Source code
|
| getPrediction |
Source code
|
| getPredictionDump |
Man page
Source code
|
| getPredictionProbabilities |
Man page
Source code
|
| getPredictionResponse |
Man page
Source code
|
| getPredictionResponse.PredictionMultilabel |
Source code
|
| getPredictionResponse.default |
Source code
|
| getPredictionSE |
Man page
Source code
|
| getPredictionSE.default |
Source code
|
| getPredictionTaskDesc |
Man page
Source code
|
| getPredictionTruth |
Man page
Source code
|
| getPredictionTruth.PredictionCluster |
Source code
|
| getPredictionTruth.PredictionMultilabel |
Source code
|
| getPredictionTruth.PredictionSurv |
Source code
|
| getPredictionTruth.default |
Source code
|
| getProbabilities |
Man page
Source code
|
| getPseudoData |
Source code
|
| getRRDump |
Man page
Source code
|
| getRRPredictionList |
Man page
Source code
|
| getRRPredictions |
Man page
Source code
|
| getRRTaskDesc |
Man page
Source code
|
| getRRTaskDescription |
Man page
Source code
|
| getResampleExtract |
Source code
|
| getResampleExtract2 |
Source code
|
| getResampleExtract2.BaseWrapper |
Source code
|
| getResampleExtract2.FeatSelWrapper |
Source code
|
| getResampleExtract2.FilterWrapper |
Source code
|
| getResampleExtract2.Learner |
Source code
|
| getResampleExtract2.TuneWrapper |
Source code
|
| getResampleExtract2.default |
Source code
|
| getResamplingIndices |
Man page
Source code
|
| getResponse |
Source code
|
| getRowEls |
Source code
|
| getStackedBaseLearnerPredictions |
Man page
Source code
|
| getTaskClassLevels |
Man page
Source code
|
| getTaskClassLevels.ClassifTask |
Source code
|
| getTaskClassLevels.ClassifTaskDesc |
Source code
|
| getTaskClassLevels.MultilabelTask |
Source code
|
| getTaskClassLevels.MultilabelTaskDesc |
Source code
|
| getTaskConstructorForLearner |
Source code
|
| getTaskCosts |
Man page
Source code
|
| getTaskCosts.CostSensTask |
Source code
|
| getTaskCosts.Task |
Source code
|
| getTaskData |
Man page
Source code
|
| getTaskDesc |
Man page
Source code
|
| getTaskDesc.TaskDesc |
Source code
|
| getTaskDesc.default |
Source code
|
| getTaskDescription |
Man page
Source code
|
| getTaskFactorLevels |
Source code
|
| getTaskFeatureNames |
Man page
Source code
|
| getTaskFeatureNames.Task |
Source code
|
| getTaskFormula |
Man page
Source code
|
| getTaskId |
Man page
Source code
|
| getTaskNFeats |
Man page
Source code
|
| getTaskSize |
Man page
Source code
|
| getTaskTargetNames |
Man page
Source code
|
| getTaskTargetNames.SupervisedTaskDesc |
Source code
|
| getTaskTargetNames.Task |
Source code
|
| getTaskTargetNames.UnsupervisedTaskDesc |
Source code
|
| getTaskTargets |
Man page
Source code
|
| getTaskTargets.CostSensTask |
Source code
|
| getTaskTargets.SupervisedTask |
Source code
|
| getTaskTargets.UnsupervisedTask |
Source code
|
| getTaskType |
Man page
Source code
|
| getTaskWeights |
Source code
|
| getThresholdFromOptPath |
Source code
|
| getTrainingInfo |
Source code
|
| getTuneResult |
Man page
Source code
|
| getTuneResultOptPath |
Man page
Source code
|
| getTuneThresholdExtra |
Source code
|
| gmean |
Man page
|
| gpr |
Man page
|
| groupNamedListByNames |
Source code
|
| growingcv |
Man page
Source code
|
| gunpoint.task |
Man page
|
| hasEmptyLevels |
Source code
|
| hasFunctionalFeatures |
Man page
Source code
|
| hasFunctionalFeatures.Task |
Source code
|
| hasFunctionalFeatures.data.frame |
Source code
|
| hasLearnerProperties |
Man page
Source code
|
| hasMeasureProperties |
Man page
Source code
|
| hasProperties |
Man page
Source code
|
| helpLearner |
Man page
Source code
|
| helpLearnerParam |
Man page
Source code
|
| hillclimbBaseLearners |
Source code
|
| holdout |
Man page
Source code
|
| hout |
Man page
|
| iauc.uno |
Man page
|
| ibrier |
Man page
|
| imap |
Source code
|
| imputations |
Man page
|
| impute |
Man page
Source code
|
| impute.Task |
Source code
|
| impute.data.frame |
Source code
|
| imputeConstant |
Man page
Source code
|
| imputeHist |
Man page
Source code
|
| imputeLearner |
Man page
Source code
|
| imputeMax |
Man page
Source code
|
| imputeMean |
Man page
Source code
|
| imputeMedian |
Man page
Source code
|
| imputeMin |
Man page
Source code
|
| imputeMode |
Man page
Source code
|
| imputeNormal |
Man page
Source code
|
| imputeUniform |
Man page
Source code
|
| instantiateResampleInstance |
Source code
|
| instantiateResampleInstance.BootstrapDesc |
Source code
|
| instantiateResampleInstance.CVDesc |
Source code
|
| instantiateResampleInstance.CVHelperDesc |
Source code
|
| instantiateResampleInstance.FixedWindowCVDesc |
Source code
|
| instantiateResampleInstance.GrowingWindowCVDesc |
Source code
|
| instantiateResampleInstance.HoldoutDesc |
Source code
|
| instantiateResampleInstance.LOODesc |
Source code
|
| instantiateResampleInstance.RepCVDesc |
Source code
|
| instantiateResampleInstance.SpCVDesc |
Source code
|
| instantiateResampleInstance.SpRepCVDesc |
Source code
|
| instantiateResampleInstance.SubsampleDesc |
Source code
|
| iris.task |
Man page
|
| isFailureModel |
Man page
Source code
|
| isFailureModel.BaseWrapperModel |
Source code
|
| isFailureModel.ClassificationViaRegressionModel |
Source code
|
| isFailureModel.FailureModel |
Source code
|
| isFailureModel.HomogeneousEnsembleModel |
Source code
|
| isFailureModel.ModelMultiplexerModel |
Source code
|
| isFailureModel.WrappedModel |
Source code
|
| jacknifeStandardError |
Source code
|
| joinClassLevels |
Man page
Source code
|
| joinClassLevels.ClassifTask |
Source code
|
| kappa |
Man page
|
| kendalltau |
Man page
|
| learnerArgsToControl |
Man page
Source code
|
| learners |
Man page
|
| listFilterEnsembleMethods |
Man page
Source code
|
| listFilterMethods |
Man page
Source code
|
| listLearnerProperties |
Man page
Source code
|
| listLearners |
Man page
Source code
|
| listLearners.Task |
Man page
Source code
|
| listLearners.character |
Man page
Source code
|
| listLearners.default |
Man page
Source code
|
| listMeasureProperties |
Man page
Source code
|
| listMeasures |
Man page
Source code
|
| listMeasures.Task |
Man page
Source code
|
| listMeasures.character |
Man page
Source code
|
| listMeasures.default |
Man page
Source code
|
| listMeasures2 |
Source code
|
| listTaskTypes |
Man page
Source code
|
| listUndocumentedPars |
Source code
|
| logFunDefault |
Source code
|
| logFunFeatSel |
Source code
|
| logFunFeatSelMemory |
Source code
|
| logFunMemory |
Source code
|
| logFunTune |
Source code
|
| logFunTuneMemory |
Source code
|
| logloss |
Man page
|
| lsr |
Man page
|
| lung.task |
Man page
|
| mae |
Man page
|
| makeAggregation |
Man page
Source code
|
| makeBaggingWrapper |
Man page
Source code
|
| makeBaseEnsemble |
Source code
|
| makeBaseWrapper |
Man page
Source code
|
| makeChainModel |
Man page
Source code
|
| makeClassifTask |
Man page
Source code
|
| makeClassifTaskDesc |
Man page
Source code
|
| makeClassificationViaRegressionWrapper |
Man page
Source code
|
| makeClusterTask |
Man page
Source code
|
| makeClusterTaskDesc |
Man page
Source code
|
| makeConstantClassWrapper |
Man page
Source code
|
| makeCostMeasure |
Man page
Source code
|
| makeCostSensClassifWrapper |
Man page
Source code
|
| makeCostSensRegrWrapper |
Man page
Source code
|
| makeCostSensTask |
Man page
Source code
|
| makeCostSensTaskDesc |
Man page
Source code
|
| makeCostSensWeightedPairsWrapper |
Man page
Source code
|
| makeCustomResampledMeasure |
Man page
Source code
|
| makeDownsampleWrapper |
Man page
Source code
|
| makeDummyFeaturesWrapper |
Man page
Source code
|
| makeExtractFDAFeatMethod |
Man page
Source code
|
| makeExtractFDAFeatsWrapper |
Man page
Source code
|
| makeFeatSelControl |
Source code
|
| makeFeatSelControlExhaustive |
Man page
Source code
|
| makeFeatSelControlGA |
Man page
Source code
|
| makeFeatSelControlRandom |
Man page
Source code
|
| makeFeatSelControlSequential |
Man page
Source code
|
| makeFeatSelResultFromOptPath |
Source code
|
| makeFeatSelWrapper |
Man page
Source code
|
| makeFilter |
Man page
Source code
|
| makeFilterEnsemble |
Man page
Source code
|
| makeFilterWrapper |
Man page
Source code
|
| makeFixedHoldoutInstance |
Man page
Source code
|
| makeFunctionalData |
Man page
Source code
|
| makeHomChainModel |
Source code
|
| makeHomogeneousEnsemble |
Source code
|
| makeImputeMethod |
Man page
Source code
|
| makeImputeWrapper |
Man page
Source code
|
| makeLearner |
Man page
Source code
|
| makeLearnerBaseConstructor |
Source code
|
| makeLearners |
Man page
Source code
|
| makeMeasure |
Man page
Source code
|
| makeModelMultiplexer |
Man page
Source code
|
| makeModelMultiplexerParamSet |
Man page
Source code
|
| makeMulticlassWrapper |
Man page
Source code
|
| makeMultilabelBinaryRelevanceWrapper |
Man page
Source code
|
| makeMultilabelClassifierChainsWrapper |
Man page
Source code
|
| makeMultilabelDBRWrapper |
Man page
Source code
|
| makeMultilabelNestedStackingWrapper |
Man page
Source code
|
| makeMultilabelStackingWrapper |
Man page
Source code
|
| makeMultilabelTask |
Man page
Source code
|
| makeMultilabelTaskDesc |
Man page
Source code
|
| makeNoFeaturesModel |
Source code
|
| makeOptControl |
Source code
|
| makeOptPathDFFromMeasures |
Source code
|
| makeOptResult |
Source code
|
| makeOptWrapper |
Source code
|
| makeOverBaggingWrapper |
Man page
Source code
|
| makeOversampleWrapper |
Man page
Source code
|
| makeParamHelpList |
Source code
|
| makePrediction |
Man page
Source code
|
| makePrediction.ClassifTaskDesc |
Source code
|
| makePrediction.ClusterTaskDesc |
Source code
|
| makePrediction.CostSensTaskDesc |
Source code
|
| makePrediction.MultilabelTaskDesc |
Source code
|
| makePrediction.RegrTaskDesc |
Source code
|
| makePrediction.SurvTaskDesc |
Source code
|
| makePreprocWrapper |
Man page
Source code
|
| makePreprocWrapperCaret |
Man page
Source code
|
| makeRLearner |
Man page
Source code
|
| makeRLearner.classif.C50 |
Source code
|
| makeRLearner.classif.FDboost |
Source code
|
| makeRLearner.classif.IBk |
Source code
|
| makeRLearner.classif.J48 |
Source code
|
| makeRLearner.classif.JRip |
Source code
|
| makeRLearner.classif.LiblineaRL1L2SVC |
Source code
|
| makeRLearner.classif.LiblineaRL1LogReg |
Source code
|
| makeRLearner.classif.LiblineaRL2L1SVC |
Source code
|
| makeRLearner.classif.LiblineaRL2LogReg |
Source code
|
| makeRLearner.classif.LiblineaRL2SVC |
Source code
|
| makeRLearner.classif.LiblineaRMultiClassSVC |
Source code
|
| makeRLearner.classif.OneR |
Source code
|
| makeRLearner.classif.PART |
Source code
|
| makeRLearner.classif.RRF |
Source code
|
| makeRLearner.classif.ada |
Source code
|
| makeRLearner.classif.adaboostm1 |
Source code
|
| makeRLearner.classif.binomial |
Source code
|
| makeRLearner.classif.boosting |
Source code
|
| makeRLearner.classif.bst |
Source code
|
| makeRLearner.classif.cforest |
Source code
|
| makeRLearner.classif.clusterSVM |
Source code
|
| makeRLearner.classif.ctree |
Source code
|
| makeRLearner.classif.cvglmnet |
Source code
|
| makeRLearner.classif.dbnDNN |
Source code
|
| makeRLearner.classif.dcSVM |
Source code
|
| makeRLearner.classif.earth |
Source code
|
| makeRLearner.classif.evtree |
Source code
|
| makeRLearner.classif.fdausc.glm |
Man page
Source code
|
| makeRLearner.classif.fdausc.kernel |
Man page
Source code
|
| makeRLearner.classif.fdausc.knn |
Source code
|
| makeRLearner.classif.fdausc.np |
Man page
Source code
|
| makeRLearner.classif.featureless |
Source code
|
| makeRLearner.classif.fgam |
Source code
|
| makeRLearner.classif.fnn |
Source code
|
| makeRLearner.classif.gamboost |
Source code
|
| makeRLearner.classif.gaterSVM |
Source code
|
| makeRLearner.classif.gausspr |
Source code
|
| makeRLearner.classif.gbm |
Source code
|
| makeRLearner.classif.glmboost |
Source code
|
| makeRLearner.classif.glmnet |
Source code
|
| makeRLearner.classif.h2o.deeplearning |
Source code
|
| makeRLearner.classif.h2o.gbm |
Source code
|
| makeRLearner.classif.h2o.glm |
Source code
|
| makeRLearner.classif.h2o.randomForest |
Source code
|
| makeRLearner.classif.kknn |
Source code
|
| makeRLearner.classif.knn |
Source code
|
| makeRLearner.classif.ksvm |
Source code
|
| makeRLearner.classif.lda |
Source code
|
| makeRLearner.classif.logreg |
Source code
|
| makeRLearner.classif.lssvm |
Source code
|
| makeRLearner.classif.lvq1 |
Source code
|
| makeRLearner.classif.mda |
Source code
|
| makeRLearner.classif.mlp |
Source code
|
| makeRLearner.classif.multinom |
Source code
|
| makeRLearner.classif.naiveBayes |
Source code
|
| makeRLearner.classif.neuralnet |
Source code
|
| makeRLearner.classif.nnTrain |
Source code
|
| makeRLearner.classif.nnet |
Source code
|
| makeRLearner.classif.pamr |
Source code
|
| makeRLearner.classif.penalized |
Source code
|
| makeRLearner.classif.plr |
Source code
|
| makeRLearner.classif.plsdaCaret |
Source code
|
| makeRLearner.classif.probit |
Source code
|
| makeRLearner.classif.qda |
Source code
|
| makeRLearner.classif.rFerns |
Source code
|
| makeRLearner.classif.randomForest |
Source code
|
| makeRLearner.classif.ranger |
Source code
|
| makeRLearner.classif.rda |
Source code
|
| makeRLearner.classif.rotationForest |
Source code
|
| makeRLearner.classif.rpart |
Source code
|
| makeRLearner.classif.saeDNN |
Source code
|
| makeRLearner.classif.sda |
Source code
|
| makeRLearner.classif.sparseLDA |
Source code
|
| makeRLearner.classif.svm |
Source code
|
| makeRLearner.classif.xgboost |
Source code
|
| makeRLearner.cluster.Cobweb |
Source code
|
| makeRLearner.cluster.EM |
Source code
|
| makeRLearner.cluster.FarthestFirst |
Source code
|
| makeRLearner.cluster.MiniBatchKmeans |
Source code
|
| makeRLearner.cluster.SimpleKMeans |
Source code
|
| makeRLearner.cluster.XMeans |
Source code
|
| makeRLearner.cluster.cmeans |
Source code
|
| makeRLearner.cluster.dbscan |
Source code
|
| makeRLearner.cluster.kkmeans |
Source code
|
| makeRLearner.cluster.kmeans |
Source code
|
| makeRLearner.multilabel.cforest |
Source code
|
| makeRLearner.multilabel.rFerns |
Source code
|
| makeRLearner.regr.FDboost |
Source code
|
| makeRLearner.regr.GPfit |
Source code
|
| makeRLearner.regr.IBk |
Source code
|
| makeRLearner.regr.LiblineaRL2L1SVR |
Source code
|
| makeRLearner.regr.LiblineaRL2L2SVR |
Source code
|
| makeRLearner.regr.RRF |
Source code
|
| makeRLearner.regr.bcart |
Source code
|
| makeRLearner.regr.bgp |
Source code
|
| makeRLearner.regr.bgpllm |
Source code
|
| makeRLearner.regr.blm |
Source code
|
| makeRLearner.regr.brnn |
Source code
|
| makeRLearner.regr.bst |
Source code
|
| makeRLearner.regr.btgp |
Source code
|
| makeRLearner.regr.btgpllm |
Source code
|
| makeRLearner.regr.btlm |
Source code
|
| makeRLearner.regr.cforest |
Source code
|
| makeRLearner.regr.crs |
Source code
|
| makeRLearner.regr.ctree |
Source code
|
| makeRLearner.regr.cubist |
Source code
|
| makeRLearner.regr.cvglmnet |
Source code
|
| makeRLearner.regr.earth |
Source code
|
| makeRLearner.regr.evtree |
Source code
|
| makeRLearner.regr.featureless |
Source code
|
| makeRLearner.regr.fgam |
Source code
|
| makeRLearner.regr.fnn |
Source code
|
| makeRLearner.regr.frbs |
Source code
|
| makeRLearner.regr.gamboost |
Source code
|
| makeRLearner.regr.gausspr |
Source code
|
| makeRLearner.regr.gbm |
Source code
|
| makeRLearner.regr.glm |
Source code
|
| makeRLearner.regr.glmboost |
Source code
|
| makeRLearner.regr.glmnet |
Source code
|
| makeRLearner.regr.h2o.deeplearning |
Source code
|
| makeRLearner.regr.h2o.gbm |
Source code
|
| makeRLearner.regr.h2o.glm |
Source code
|
| makeRLearner.regr.h2o.randomForest |
Source code
|
| makeRLearner.regr.kknn |
Source code
|
| makeRLearner.regr.km |
Source code
|
| makeRLearner.regr.ksvm |
Source code
|
| makeRLearner.regr.laGP |
Source code
|
| makeRLearner.regr.lm |
Source code
|
| makeRLearner.regr.mars |
Source code
|
| makeRLearner.regr.mob |
Source code
|
| makeRLearner.regr.nnet |
Source code
|
| makeRLearner.regr.pcr |
Source code
|
| makeRLearner.regr.penalized |
Source code
|
| makeRLearner.regr.plsr |
Source code
|
| makeRLearner.regr.randomForest |
Source code
|
| makeRLearner.regr.ranger |
Source code
|
| makeRLearner.regr.rpart |
Source code
|
| makeRLearner.regr.rsm |
Source code
|
| makeRLearner.regr.rvm |
Source code
|
| makeRLearner.regr.svm |
Source code
|
| makeRLearner.regr.xgboost |
Source code
|
| makeRLearner.surv.cforest |
Source code
|
| makeRLearner.surv.coxph |
Source code
|
| makeRLearner.surv.cvglmnet |
Source code
|
| makeRLearner.surv.gamboost |
Source code
|
| makeRLearner.surv.gbm |
Source code
|
| makeRLearner.surv.glmboost |
Source code
|
| makeRLearner.surv.glmnet |
Source code
|
| makeRLearner.surv.ranger |
Source code
|
| makeRLearner.surv.rpart |
Source code
|
| makeRLearnerClassif |
Man page
Source code
|
| makeRLearnerCluster |
Man page
Source code
|
| makeRLearnerCostSens |
Man page
Source code
|
| makeRLearnerInternal |
Source code
|
| makeRLearnerMultilabel |
Man page
Source code
|
| makeRLearnerRegr |
Man page
Source code
|
| makeRLearnerSurv |
Man page
Source code
|
| makeRegrTask |
Man page
Source code
|
| makeRegrTaskDesc |
Man page
Source code
|
| makeRemoveConstantFeaturesWrapper |
Man page
Source code
|
| makeResampleDesc |
Man page
Source code
|
| makeResampleDescBootstrap |
Source code
|
| makeResampleDescCV |
Source code
|
| makeResampleDescFixedWindowCV |
Source code
|
| makeResampleDescGrowingWindowCV |
Source code
|
| makeResampleDescHoldout |
Source code
|
| makeResampleDescInternal |
Source code
|
| makeResampleDescLOO |
Source code
|
| makeResampleDescRepCV |
Source code
|
| makeResampleDescSpCV |
Source code
|
| makeResampleDescSpRepCV |
Source code
|
| makeResampleDescSubsample |
Source code
|
| makeResampleInstance |
Man page
Source code
|
| makeResampleInstanceInternal |
Source code
|
| makeResamplePrediction |
Source code
|
| makeResamplingWindow |
Source code
|
| makeResidualPlot |
Source code
|
| makeSMOTEWrapper |
Man page
Source code
|
| makeStackedLearner |
Man page
Source code
|
| makeSuperLearnerTask |
Source code
|
| makeSupervisedTask |
Source code
|
| makeSurvTask |
Man page
Source code
|
| makeSurvTaskDesc |
Man page
Source code
|
| makeTask |
Source code
|
| makeTaskDesc |
Man page
|
| makeTaskDescInternal |
Man page
Source code
|
| makeTuneControl |
Source code
|
| makeTuneControlCMAES |
Man page
Source code
|
| makeTuneControlDesign |
Man page
Source code
|
| makeTuneControlGenSA |
Man page
Source code
|
| makeTuneControlGrid |
Man page
Source code
|
| makeTuneControlIrace |
Man page
Source code
|
| makeTuneControlMBO |
Man page
Source code
|
| makeTuneControlRandom |
Man page
Source code
|
| makeTuneMultiCritControl |
Source code
|
| makeTuneMultiCritControlGrid |
Man page
Source code
|
| makeTuneMultiCritControlMBO |
Man page
Source code
|
| makeTuneMultiCritControlNSGA2 |
Man page
Source code
|
| makeTuneMultiCritControlRandom |
Man page
Source code
|
| makeTuneMultiCritResult |
Source code
|
| makeTuneMultiCritResultFromOptPath |
Source code
|
| makeTuneResult |
Source code
|
| makeTuneResultFromOptPath |
Source code
|
| makeTuneWrapper |
Man page
Source code
|
| makeUndersampleWrapper |
Man page
Source code
|
| makeUnsupervisedTask |
Source code
|
| makeWeightedClassesWrapper |
Man page
Source code
|
| makeWrappedModel |
Man page
Source code
|
| makeWrappedModel.BaseEnsemble |
Source code
|
| makeWrappedModel.BaseWrapper |
Source code
|
| makeWrappedModel.Learner |
Source code
|
| makeWrappedModel.ModelMultiplexer |
Source code
|
| makeWrappedModel.TuneWrapper |
Source code
|
| mape |
Man page
|
| matchBaseEnsembleLearner |
Source code
|
| mcc |
Man page
|
| mcp |
Man page
|
| meancosts |
Man page
|
| measureACC |
Man page
Source code
|
| measureAU1P |
Man page
Source code
|
| measureAU1U |
Man page
Source code
|
| measureAUC |
Man page
Source code
|
| measureAUNP |
Man page
Source code
|
| measureAUNU |
Man page
Source code
|
| measureAggrName |
Source code
|
| measureAggrPrettyName |
Source code
|
| measureBAC |
Man page
Source code
|
| measureBER |
Man page
Source code
|
| measureBrier |
Man page
Source code
|
| measureBrierScaled |
Man page
Source code
|
| measureEXPVAR |
Man page
Source code
|
| measureEdgeCase |
Source code
|
| measureF1 |
Man page
Source code
|
| measureFDR |
Man page
Source code
|
| measureFN |
Man page
Source code
|
| measureFNR |
Man page
Source code
|
| measureFP |
Man page
Source code
|
| measureFPR |
Man page
Source code
|
| measureGMEAN |
Man page
Source code
|
| measureGPR |
Man page
Source code
|
| measureKAPPA |
Man page
Source code
|
| measureKendallTau |
Man page
Source code
|
| measureLSR |
Man page
Source code
|
| measureLogloss |
Man page
Source code
|
| measureMAE |
Man page
Source code
|
| measureMAPE |
Man page
Source code
|
| measureMCC |
Man page
Source code
|
| measureMEDAE |
Man page
Source code
|
| measureMEDSE |
Man page
Source code
|
| measureMMCE |
Man page
Source code
|
| measureMSE |
Man page
Source code
|
| measureMSLE |
Man page
Source code
|
| measureMulticlassBrier |
Man page
Source code
|
| measureMultilabelACC |
Man page
Source code
|
| measureMultilabelF1 |
Man page
Source code
|
| measureMultilabelHamloss |
Man page
Source code
|
| measureMultilabelPPV |
Man page
Source code
|
| measureMultilabelSubset01 |
Man page
Source code
|
| measureMultilabelTPR |
Man page
Source code
|
| measureNPV |
Man page
Source code
|
| measurePPV |
Man page
Source code
|
| measureQSR |
Man page
Source code
|
| measureRAE |
Man page
Source code
|
| measureRMSE |
Man page
Source code
|
| measureRMSLE |
Man page
Source code
|
| measureRRSE |
Man page
Source code
|
| measureRSQ |
Man page
Source code
|
| measureSAE |
Man page
Source code
|
| measureSSE |
Man page
Source code
|
| measureSSR |
Man page
Source code
|
| measureSpearmanRho |
Man page
Source code
|
| measureTN |
Man page
Source code
|
| measureTNR |
Man page
Source code
|
| measureTP |
Man page
Source code
|
| measureTPR |
Man page
Source code
|
| measureTime |
Source code
|
| measureWKAPPA |
Man page
Source code
|
| measures |
Man page
|
| medae |
Man page
|
| medse |
Man page
|
| mergeBenchmarkResults |
Man page
Source code
|
| mergeFilters |
Source code
|
| mergeResampleResult |
Source code
|
| mergeSmallFactorLevels |
Man page
Source code
|
| mlr |
Man page
|
| mlr-package |
Man page
|
| mlrFamilies |
Man page
|
| mmce |
Man page
|
| mse |
Man page
|
| msle |
Man page
|
| mtcars.task |
Man page
|
| multi.to.binary |
Source code
|
| multiclass.au1p |
Man page
|
| multiclass.au1u |
Man page
|
| multiclass.aunp |
Man page
|
| multiclass.aunu |
Man page
|
| multiclass.brier |
Man page
|
| multilabel.acc |
Man page
|
| multilabel.f1 |
Man page
|
| multilabel.hamloss |
Man page
|
| multilabel.ppv |
Man page
|
| multilabel.subset01 |
Man page
|
| multilabel.tpr |
Man page
|
| mutateBits |
Source code
|
| normalizeFeatures |
Man page
Source code
|
| normalizeFeatures.Task |
Source code
|
| normalizeFeatures.data.frame |
Source code
|
| npv |
Man page
|
| numDerivWrapper |
Source code
|
| orderBMRLrns |
Source code
|
| orderBMRTasks |
Source code
|
| oversample |
Man page
Source code
|
| parallelization |
Man page
|
| peelList |
Source code
|
| performance |
Man page
Source code
|
| perfsToString |
Source code
|
| phoneme.task |
Man page
|
| pid.task |
Man page
|
| plotBMRBoxplots |
Man page
Source code
|
| plotBMRRanksAsBarChart |
Man page
Source code
|
| plotBMRSummary |
Man page
Source code
|
| plotCalibration |
Man page
Source code
|
| plotCritDifferences |
Man page
Source code
|
| plotFilterValues |
Man page
Source code
|
| plotHyperParsEffect |
Man page
Source code
|
| plotLearnerPrediction |
Man page
Source code
|
| plotLearningCurve |
Man page
Source code
|
| plotPartialDependence |
Man page
Source code
|
| plotROCCurves |
Man page
Source code
|
| plotResiduals |
Man page
Source code
|
| plotResiduals.BenchmarkResult |
Source code
|
| plotResiduals.Prediction |
Source code
|
| plotThreshVsPerf |
Man page
Source code
|
| plotTuneMultiCritResult |
Man page
Source code
|
| ppv |
Man page
|
| praznik_filter |
Source code
|
| predict.WrappedModel |
Man page
Source code
|
| predictFailureModel |
Source code
|
| predictHomogeneousEnsemble |
Source code
|
| predictLearner |
Man page
Source code
|
| predictLearner.BaggingWrapper |
Source code
|
| predictLearner.BaseWrapper |
Source code
|
| predictLearner.ClassificationViaRegressionWrapper |
Source code
|
| predictLearner.ConstantClassWrapper |
Source code
|
| predictLearner.CostSensClassifWrapper |
Source code
|
| predictLearner.CostSensRegrWrapper |
Source code
|
| predictLearner.CostSensWeightedPairsWrapper |
Source code
|
| predictLearner.FeatSelWrapper |
Source code
|
| predictLearner.FilterWrapper |
Source code
|
| predictLearner.ModelMultiplexer |
Source code
|
| predictLearner.MulticlassWrapper |
Source code
|
| predictLearner.MultilabelBinaryRelevanceWrapper |
Source code
|
| predictLearner.MultilabelClassifierChainsWrapper |
Source code
|
| predictLearner.MultilabelDBRWrapper |
Source code
|
| predictLearner.MultilabelNestedStackingWrapper |
Source code
|
| predictLearner.MultilabelStackingWrapper |
Source code
|
| predictLearner.PreprocWrapper |
Source code
|
| predictLearner.StackedLearner |
Source code
|
| predictLearner.TuneWrapper |
Source code
|
| predictLearner.classif.C50 |
Source code
|
| predictLearner.classif.FDboost |
Source code
|
| predictLearner.classif.IBk |
Source code
|
| predictLearner.classif.J48 |
Source code
|
| predictLearner.classif.JRip |
Source code
|
| predictLearner.classif.LiblineaRL1L2SVC |
Source code
|
| predictLearner.classif.LiblineaRL1LogReg |
Source code
|
| predictLearner.classif.LiblineaRL2L1SVC |
Source code
|
| predictLearner.classif.LiblineaRL2LogReg |
Source code
|
| predictLearner.classif.LiblineaRL2SVC |
Source code
|
| predictLearner.classif.LiblineaRMultiClassSVC |
Source code
|
| predictLearner.classif.OneR |
Source code
|
| predictLearner.classif.PART |
Source code
|
| predictLearner.classif.RRF |
Source code
|
| predictLearner.classif.ada |
Source code
|
| predictLearner.classif.adaboostm1 |
Source code
|
| predictLearner.classif.binomial |
Source code
|
| predictLearner.classif.boosting |
Source code
|
| predictLearner.classif.bst |
Source code
|
| predictLearner.classif.cforest |
Source code
|
| predictLearner.classif.clusterSVM |
Source code
|
| predictLearner.classif.ctree |
Source code
|
| predictLearner.classif.cvglmnet |
Source code
|
| predictLearner.classif.dbnDNN |
Source code
|
| predictLearner.classif.dcSVM |
Source code
|
| predictLearner.classif.earth |
Source code
|
| predictLearner.classif.evtree |
Source code
|
| predictLearner.classif.fdausc.glm |
Source code
|
| predictLearner.classif.fdausc.kernel |
Source code
|
| predictLearner.classif.fdausc.knn |
Source code
|
| predictLearner.classif.fdausc.np |
Source code
|
| predictLearner.classif.featureless |
Source code
|
| predictLearner.classif.fgam |
Source code
|
| predictLearner.classif.fnn |
Source code
|
| predictLearner.classif.gamboost |
Source code
|
| predictLearner.classif.gaterSVM |
Source code
|
| predictLearner.classif.gausspr |
Source code
|
| predictLearner.classif.gbm |
Source code
|
| predictLearner.classif.glmboost |
Source code
|
| predictLearner.classif.glmnet |
Source code
|
| predictLearner.classif.h2o.deeplearning |
Source code
|
| predictLearner.classif.h2o.gbm |
Source code
|
| predictLearner.classif.h2o.glm |
Source code
|
| predictLearner.classif.h2o.randomForest |
Source code
|
| predictLearner.classif.kknn |
Source code
|
| predictLearner.classif.knn |
Source code
|
| predictLearner.classif.ksvm |
Source code
|
| predictLearner.classif.lda |
Source code
|
| predictLearner.classif.logreg |
Source code
|
| predictLearner.classif.lssvm |
Source code
|
| predictLearner.classif.lvq1 |
Source code
|
| predictLearner.classif.mda |
Source code
|
| predictLearner.classif.mlp |
Source code
|
| predictLearner.classif.multinom |
Source code
|
| predictLearner.classif.naiveBayes |
Source code
|
| predictLearner.classif.neuralnet |
Source code
|
| predictLearner.classif.nnTrain |
Source code
|
| predictLearner.classif.nnet |
Source code
|
| predictLearner.classif.pamr |
Source code
|
| predictLearner.classif.penalized |
Source code
|
| predictLearner.classif.plr |
Source code
|
| predictLearner.classif.plsdaCaret |
Source code
|
| predictLearner.classif.probit |
Source code
|
| predictLearner.classif.qda |
Source code
|
| predictLearner.classif.rFerns |
Source code
|
| predictLearner.classif.randomForest |
Source code
|
| predictLearner.classif.ranger |
Source code
|
| predictLearner.classif.rda |
Source code
|
| predictLearner.classif.rotationForest |
Source code
|
| predictLearner.classif.rpart |
Source code
|
| predictLearner.classif.saeDNN |
Source code
|
| predictLearner.classif.sda |
Source code
|
| predictLearner.classif.sparseLDA |
Source code
|
| predictLearner.classif.svm |
Source code
|
| predictLearner.classif.xgboost |
Source code
|
| predictLearner.cluster.Cobweb |
Source code
|
| predictLearner.cluster.EM |
Source code
|
| predictLearner.cluster.FarthestFirst |
Source code
|
| predictLearner.cluster.MiniBatchKmeans |
Source code
|
| predictLearner.cluster.SimpleKMeans |
Source code
|
| predictLearner.cluster.XMeans |
Source code
|
| predictLearner.cluster.cmeans |
Source code
|
| predictLearner.cluster.dbscan |
Source code
|
| predictLearner.cluster.kkmeans |
Source code
|
| predictLearner.cluster.kmeans |
Source code
|
| predictLearner.multilabel.cforest |
Source code
|
| predictLearner.multilabel.rFerns |
Source code
|
| predictLearner.regr.FDboost |
Source code
|
| predictLearner.regr.GPfit |
Source code
|
| predictLearner.regr.IBk |
Source code
|
| predictLearner.regr.LiblineaRL2L1SVR |
Source code
|
| predictLearner.regr.LiblineaRL2L2SVR |
Source code
|
| predictLearner.regr.RRF |
Source code
|
| predictLearner.regr.bcart |
Source code
|
| predictLearner.regr.bgp |
Source code
|
| predictLearner.regr.bgpllm |
Source code
|
| predictLearner.regr.blm |
Source code
|
| predictLearner.regr.brnn |
Source code
|
| predictLearner.regr.bst |
Source code
|
| predictLearner.regr.btgp |
Source code
|
| predictLearner.regr.btgpllm |
Source code
|
| predictLearner.regr.btlm |
Source code
|
| predictLearner.regr.cforest |
Source code
|
| predictLearner.regr.crs |
Source code
|
| predictLearner.regr.ctree |
Source code
|
| predictLearner.regr.cubist |
Source code
|
| predictLearner.regr.cvglmnet |
Source code
|
| predictLearner.regr.earth |
Source code
|
| predictLearner.regr.evtree |
Source code
|
| predictLearner.regr.featureless |
Source code
|
| predictLearner.regr.fgam |
Source code
|
| predictLearner.regr.fnn |
Source code
|
| predictLearner.regr.frbs |
Source code
|
| predictLearner.regr.gamboost |
Source code
|
| predictLearner.regr.gausspr |
Source code
|
| predictLearner.regr.gbm |
Source code
|
| predictLearner.regr.glm |
Source code
|
| predictLearner.regr.glmboost |
Source code
|
| predictLearner.regr.glmnet |
Source code
|
| predictLearner.regr.h2o.deeplearning |
Source code
|
| predictLearner.regr.h2o.gbm |
Source code
|
| predictLearner.regr.h2o.glm |
Source code
|
| predictLearner.regr.h2o.randomForest |
Source code
|
| predictLearner.regr.kknn |
Source code
|
| predictLearner.regr.km |
Source code
|
| predictLearner.regr.ksvm |
Source code
|
| predictLearner.regr.laGP |
Source code
|
| predictLearner.regr.lm |
Source code
|
| predictLearner.regr.mars |
Source code
|
| predictLearner.regr.mob |
Source code
|
| predictLearner.regr.nnet |
Source code
|
| predictLearner.regr.pcr |
Source code
|
| predictLearner.regr.penalized |
Source code
|
| predictLearner.regr.plsr |
Source code
|
| predictLearner.regr.randomForest |
Source code
|
| predictLearner.regr.ranger |
Source code
|
| predictLearner.regr.rpart |
Source code
|
| predictLearner.regr.rsm |
Source code
|
| predictLearner.regr.rvm |
Source code
|
| predictLearner.regr.svm |
Source code
|
| predictLearner.regr.xgboost |
Source code
|
| predictLearner.surv.cforest |
Source code
|
| predictLearner.surv.coxph |
Source code
|
| predictLearner.surv.cvglmnet |
Source code
|
| predictLearner.surv.gamboost |
Source code
|
| predictLearner.surv.gbm |
Source code
|
| predictLearner.surv.glmboost |
Source code
|
| predictLearner.surv.glmnet |
Source code
|
| predictLearner.surv.ranger |
Source code
|
| predictLearner.surv.rpart |
Source code
|
| predictLearner2 |
Source code
|
| predictNofeatures |
Source code
|
| prepareString |
Source code
|
| print.Aggregation |
Source code
|
| print.BaggingModel |
Source code
|
| print.BaseWrapper |
Source code
|
| print.BenchmarkResult |
Source code
|
| print.ChainModel |
Source code
|
| print.ClassifTask |
Source code
|
| print.ClusterTask |
Source code
|
| print.ConfusionMatrix |
Man page
Source code
|
| print.CostSensTask |
Source code
|
| print.FailureModel |
Source code
|
| print.FeatSelControl |
Source code
|
| print.FeatSelResult |
Source code
|
| print.FeatureImportance |
Source code
|
| print.Filter |
Source code
|
| print.FilterEnsemble |
Source code
|
| print.FilterEnsembleMethodsList |
Source code
|
| print.FilterMethodsList |
Source code
|
| print.FilterValues |
Source code
|
| print.FixedWindowCVDesc |
Source code
|
| print.GrowingWindowCVDesc |
Source code
|
| print.HoldoutDesc |
Source code
|
| print.HyperParsEffectData |
Source code
|
| print.ImputationDesc |
Source code
|
| print.Learner |
Source code
|
| print.LearningCurveData |
Source code
|
| print.ListLearners |
Source code
|
| print.Measure |
Source code
|
| print.MultilabelTask |
Source code
|
| print.OptModel |
Source code
|
| print.PartialDependenceData |
Source code
|
| print.Prediction |
Source code
|
| print.ROCMeasures |
Man page
Source code
|
| print.RepCVDesc |
Source code
|
| print.ResampleDesc |
Source code
|
| print.ResampleInstance |
Source code
|
| print.ResamplePrediction |
Source code
|
| print.ResampleResult |
Source code
|
| print.SubsampleDesc |
Source code
|
| print.SupervisedTask |
Source code
|
| print.Task |
Source code
|
| print.TuneControl |
Source code
|
| print.TuneMultiCritControl |
Source code
|
| print.TuneMultiCritResult |
Source code
|
| print.TuneResult |
Source code
|
| print.UnsupervisedTask |
Source code
|
| print.WrappedModel |
Source code
|
| print.extractFDAFeatDesc |
Source code
|
| print.mlr.dump |
Source code
|
| printResampleFormatLine |
Source code
|
| propVectorToMatrix |
Source code
|
| qsr |
Man page
|
| rae |
Man page
|
| rankBaseFilters |
Source code
|
| recodeY |
Source code
|
| reduceBatchmarkResults |
Man page
Source code
|
| reextractFDAFeatures |
Man page
Source code
|
| reextractFDAFeatures.Task |
Source code
|
| reextractFDAFeatures.data.frame |
Source code
|
| reimpute |
Man page
Source code
|
| reimpute.Task |
Source code
|
| reimpute.data.frame |
Source code
|
| removeConstantFeatures |
Man page
Source code
|
| removeConstantFeatures.Task |
Source code
|
| removeConstantFeatures.data.frame |
Source code
|
| removeFromDots |
Source code
|
| removeHyperPars |
Man page
Source code
|
| removeHyperPars.BaseEnsemble |
Source code
|
| removeHyperPars.BaseWrapper |
Source code
|
| removeHyperPars.Learner |
Source code
|
| repcv |
Man page
Source code
|
| replaceDupeMeasureNames |
Source code
|
| requireLearnerPackages |
Source code
|
| resample |
Man page
Source code
|
| resample.fun |
Source code
|
| rmse |
Man page
|
| rmsle |
Man page
|
| roundIntegers |
Source code
|
| rowiseRatio |
Source code
|
| rrse |
Man page
|
| rsq |
Man page
|
| sae |
Man page
|
| sampleBinaryClass |
Source code
|
| scaleWindows |
Source code
|
| sdStandardError |
Source code
|
| selectFeatures |
Man page
Source code
|
| selectFeaturesExhaustive |
Source code
|
| selectFeaturesGA |
Source code
|
| selectFeaturesRandom |
Source code
|
| selectFeaturesSequential |
Source code
|
| setAggregation |
Man page
Source code
|
| setDefaultImputeVal |
Source code
|
| setHyperPars |
Man page
Source code
|
| setHyperPars2 |
Man page
Source code
|
| setHyperPars2.BaseEnsemble |
Source code
|
| setHyperPars2.BaseWrapper |
Source code
|
| setHyperPars2.Learner |
Source code
|
| setId |
Man page
Source code
|
| setLearnerId |
Man page
Source code
|
| setMeasurePars |
Man page
Source code
|
| setMlrOption |
Source code
|
| setPredictThreshold |
Man page
Source code
|
| setPredictType |
Man page
Source code
|
| setPredictType.BaggingWrapper |
Source code
|
| setPredictType.BaseEnsemble |
Source code
|
| setPredictType.BaseWrapper |
Source code
|
| setPredictType.ClassificationViaRegressionWrapper |
Source code
|
| setPredictType.Learner |
Source code
|
| setPredictType.StackedLearner |
Source code
|
| setSlaveOptions |
Source code
|
| setThreshold |
Man page
Source code
|
| silhouette |
Man page
|
| simpleImpute |
Source code
|
| simplifyMeasureNames |
Man page
Source code
|
| simplifyNode |
Source code
|
| smote |
Man page
Source code
|
| sonar.task |
Man page
|
| spam.task |
Man page
|
| spatial.task |
Man page
|
| spearmanrho |
Man page
|
| sse |
Man page
|
| ssr |
Man page
|
| stackCV |
Source code
|
| stackNoCV |
Source code
|
| subsample |
Man page
Source code
|
| subsetTask |
Man page
Source code
|
| summarizeColumns |
Man page
Source code
|
| summarizeColumns.Task |
Source code
|
| summarizeColumns.data.frame |
Source code
|
| summarizeLevels |
Man page
Source code
|
| summarizeLevels.Task |
Source code
|
| summarizeLevels.data.frame |
Source code
|
| suppressWarning |
Source code
|
| swap_levels |
Source code
|
| test.join |
Man page
|
| test.max |
Man page
|
| test.mean |
Man page
|
| test.median |
Man page
|
| test.min |
Man page
|
| test.range |
Man page
|
| test.rmse |
Man page
|
| test.sd |
Man page
|
| test.sum |
Man page
|
| testgroup.mean |
Man page
|
| testgroup.sd |
Man page
|
| thin |
Source code
|
| timeboth |
Man page
|
| timepredict |
Man page
|
| timetrain |
Man page
|
| tn |
Man page
|
| tnr |
Man page
|
| tp |
Man page
|
| tpr |
Man page
|
| train |
Man page
Source code
|
| train.max |
Man page
|
| train.mean |
Man page
|
| train.median |
Man page
|
| train.min |
Man page
|
| train.range |
Man page
|
| train.rmse |
Man page
|
| train.sd |
Man page
|
| train.sum |
Man page
|
| trainLearner |
Man page
Source code
|
| trainLearner.BaggingWrapper |
Source code
|
| trainLearner.ClassificationViaRegressionWrapper |
Source code
|
| trainLearner.ConstantClassWrapper |
Source code
|
| trainLearner.CostSensClassifWrapper |
Source code
|
| trainLearner.CostSensRegrWrapper |
Source code
|
| trainLearner.CostSensWeightedPairsWrapper |
Source code
|
| trainLearner.DownsampleWrapper |
Source code
|
| trainLearner.FeatSelWrapper |
Source code
|
| trainLearner.FilterWrapper |
Source code
|
| trainLearner.ModelMultiplexer |
Source code
|
| trainLearner.MulticlassWrapper |
Source code
|
| trainLearner.MultilabelBinaryRelevanceWrapper |
Source code
|
| trainLearner.MultilabelClassifierChainsWrapper |
Source code
|
| trainLearner.MultilabelDBRWrapper |
Source code
|
| trainLearner.MultilabelNestedStackingWrapper |
Source code
|
| trainLearner.MultilabelStackingWrapper |
Source code
|
| trainLearner.OverBaggingWrapper |
Source code
|
| trainLearner.OversampleWrapper |
Source code
|
| trainLearner.PreprocWrapper |
Source code
|
| trainLearner.SMOTEWrapper |
Source code
|
| trainLearner.StackedLearner |
Source code
|
| trainLearner.TuneWrapper |
Source code
|
| trainLearner.UndersampleWrapper |
Source code
|
| trainLearner.WeightedClassesWrapper |
Source code
|
| trainLearner.classif.C50 |
Source code
|
| trainLearner.classif.FDboost |
Source code
|
| trainLearner.classif.IBk |
Source code
|
| trainLearner.classif.J48 |
Source code
|
| trainLearner.classif.JRip |
Source code
|
| trainLearner.classif.LiblineaRL1L2SVC |
Source code
|
| trainLearner.classif.LiblineaRL1LogReg |
Source code
|
| trainLearner.classif.LiblineaRL2L1SVC |
Source code
|
| trainLearner.classif.LiblineaRL2LogReg |
Source code
|
| trainLearner.classif.LiblineaRL2SVC |
Source code
|
| trainLearner.classif.LiblineaRMultiClassSVC |
Source code
|
| trainLearner.classif.OneR |
Source code
|
| trainLearner.classif.PART |
Source code
|
| trainLearner.classif.RRF |
Source code
|
| trainLearner.classif.ada |
Source code
|
| trainLearner.classif.adaboostm1 |
Source code
|
| trainLearner.classif.binomial |
Source code
|
| trainLearner.classif.boosting |
Source code
|
| trainLearner.classif.bst |
Source code
|
| trainLearner.classif.cforest |
Source code
|
| trainLearner.classif.clusterSVM |
Source code
|
| trainLearner.classif.ctree |
Source code
|
| trainLearner.classif.cvglmnet |
Source code
|
| trainLearner.classif.dbnDNN |
Source code
|
| trainLearner.classif.dcSVM |
Source code
|
| trainLearner.classif.earth |
Source code
|
| trainLearner.classif.evtree |
Source code
|
| trainLearner.classif.fdausc.glm |
Source code
|
| trainLearner.classif.fdausc.kernel |
Source code
|
| trainLearner.classif.fdausc.knn |
Source code
|
| trainLearner.classif.fdausc.np |
Source code
|
| trainLearner.classif.featureless |
Source code
|
| trainLearner.classif.fgam |
Source code
|
| trainLearner.classif.fnn |
Source code
|
| trainLearner.classif.gamboost |
Source code
|
| trainLearner.classif.gaterSVM |
Source code
|
| trainLearner.classif.gausspr |
Source code
|
| trainLearner.classif.gbm |
Source code
|
| trainLearner.classif.glmboost |
Source code
|
| trainLearner.classif.glmnet |
Source code
|
| trainLearner.classif.h2o.deeplearning |
Source code
|
| trainLearner.classif.h2o.gbm |
Source code
|
| trainLearner.classif.h2o.glm |
Source code
|
| trainLearner.classif.h2o.randomForest |
Source code
|
| trainLearner.classif.kknn |
Source code
|
| trainLearner.classif.knn |
Source code
|
| trainLearner.classif.ksvm |
Source code
|
| trainLearner.classif.lda |
Source code
|
| trainLearner.classif.logreg |
Source code
|
| trainLearner.classif.lssvm |
Source code
|
| trainLearner.classif.lvq1 |
Source code
|
| trainLearner.classif.mda |
Source code
|
| trainLearner.classif.mlp |
Source code
|
| trainLearner.classif.multinom |
Source code
|
| trainLearner.classif.naiveBayes |
Source code
|
| trainLearner.classif.neuralnet |
Source code
|
| trainLearner.classif.nnTrain |
Source code
|
| trainLearner.classif.nnet |
Source code
|
| trainLearner.classif.pamr |
Source code
|
| trainLearner.classif.penalized |
Source code
|
| trainLearner.classif.plr |
Source code
|
| trainLearner.classif.plsdaCaret |
Source code
|
| trainLearner.classif.probit |
Source code
|
| trainLearner.classif.qda |
Source code
|
| trainLearner.classif.rFerns |
Source code
|
| trainLearner.classif.randomForest |
Source code
|
| trainLearner.classif.ranger |
Source code
|
| trainLearner.classif.rda |
Source code
|
| trainLearner.classif.rotationForest |
Source code
|
| trainLearner.classif.rpart |
Source code
|
| trainLearner.classif.saeDNN |
Source code
|
| trainLearner.classif.sda |
Source code
|
| trainLearner.classif.sparseLDA |
Source code
|
| trainLearner.classif.svm |
Source code
|
| trainLearner.classif.xgboost |
Source code
|
| trainLearner.cluster.Cobweb |
Source code
|
| trainLearner.cluster.EM |
Source code
|
| trainLearner.cluster.FarthestFirst |
Source code
|
| trainLearner.cluster.MiniBatchKmeans |
Source code
|
| trainLearner.cluster.SimpleKMeans |
Source code
|
| trainLearner.cluster.XMeans |
Source code
|
| trainLearner.cluster.cmeans |
Source code
|
| trainLearner.cluster.dbscan |
Source code
|
| trainLearner.cluster.kkmeans |
Source code
|
| trainLearner.cluster.kmeans |
Source code
|
| trainLearner.multilabel.cforest |
Source code
|
| trainLearner.multilabel.rFerns |
Source code
|
| trainLearner.regr.FDboost |
Source code
|
| trainLearner.regr.GPfit |
Source code
|
| trainLearner.regr.IBk |
Source code
|
| trainLearner.regr.LiblineaRL2L1SVR |
Source code
|
| trainLearner.regr.LiblineaRL2L2SVR |
Source code
|
| trainLearner.regr.RRF |
Source code
|
| trainLearner.regr.bcart |
Source code
|
| trainLearner.regr.bgp |
Source code
|
| trainLearner.regr.bgpllm |
Source code
|
| trainLearner.regr.blm |
Source code
|
| trainLearner.regr.brnn |
Source code
|
| trainLearner.regr.bst |
Source code
|
| trainLearner.regr.btgp |
Source code
|
| trainLearner.regr.btgpllm |
Source code
|
| trainLearner.regr.btlm |
Source code
|
| trainLearner.regr.cforest |
Source code
|
| trainLearner.regr.crs |
Source code
|
| trainLearner.regr.ctree |
Source code
|
| trainLearner.regr.cubist |
Source code
|
| trainLearner.regr.cvglmnet |
Source code
|
| trainLearner.regr.earth |
Source code
|
| trainLearner.regr.evtree |
Source code
|
| trainLearner.regr.featureless |
Source code
|
| trainLearner.regr.fgam |
Source code
|
| trainLearner.regr.fnn |
Source code
|
| trainLearner.regr.frbs |
Source code
|
| trainLearner.regr.gamboost |
Source code
|
| trainLearner.regr.gausspr |
Source code
|
| trainLearner.regr.gbm |
Source code
|
| trainLearner.regr.glm |
Source code
|
| trainLearner.regr.glmboost |
Source code
|
| trainLearner.regr.glmnet |
Source code
|
| trainLearner.regr.h2o.deeplearning |
Source code
|
| trainLearner.regr.h2o.gbm |
Source code
|
| trainLearner.regr.h2o.glm |
Source code
|
| trainLearner.regr.h2o.randomForest |
Source code
|
| trainLearner.regr.kknn |
Source code
|
| trainLearner.regr.km |
Source code
|
| trainLearner.regr.ksvm |
Source code
|
| trainLearner.regr.laGP |
Source code
|
| trainLearner.regr.lm |
Source code
|
| trainLearner.regr.mars |
Source code
|
| trainLearner.regr.mob |
Source code
|
| trainLearner.regr.nnet |
Source code
|
| trainLearner.regr.pcr |
Source code
|
| trainLearner.regr.penalized |
Source code
|
| trainLearner.regr.plsr |
Source code
|
| trainLearner.regr.randomForest |
Source code
|
| trainLearner.regr.ranger |
Source code
|
| trainLearner.regr.rpart |
Source code
|
| trainLearner.regr.rsm |
Source code
|
| trainLearner.regr.rvm |
Source code
|
| trainLearner.regr.svm |
Source code
|
| trainLearner.regr.xgboost |
Source code
|
| trainLearner.surv.cforest |
Source code
|
| trainLearner.surv.coxph |
Source code
|
| trainLearner.surv.cvglmnet |
Source code
|
| trainLearner.surv.gamboost |
Source code
|
| trainLearner.surv.gbm |
Source code
|
| trainLearner.surv.glmboost |
Source code
|
| trainLearner.surv.glmnet |
Source code
|
| trainLearner.surv.ranger |
Source code
|
| trainLearner.surv.rpart |
Source code
|
| tuneCMAES |
Source code
|
| tuneDesign |
Source code
|
| tuneGenSA |
Source code
|
| tuneGrid |
Source code
|
| tuneIrace |
Source code
|
| tuneMBO |
Source code
|
| tuneMultiCritGrid |
Source code
|
| tuneMultiCritNSGA2 |
Source code
|
| tuneMultiCritRandom |
Source code
|
| tuneParams |
Man page
Source code
|
| tuneParamsMultiCrit |
Man page
Source code
|
| tuneRandom |
Source code
|
| tuneThreshold |
Man page
Source code
|
| tunerFitnFun |
Source code
|
| tunerFitnFunVectorized |
Source code
|
| tunerSmoofFun |
Source code
|
| undersample |
Man page
Source code
|
| wkappa |
Man page
|
| wpbc.task |
Man page
|
| yeast.task |
Man page
|
