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NAMESPACE
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# Generated by roxygen2: do not edit by hand
S3method(as.data.frame,BenchmarkResult)
S3method(as.data.frame,Prediction)
S3method(asROCRPrediction,Prediction)
S3method(asROCRPrediction,ResamplePrediction)
S3method(capLargeValues,Task)
S3method(capLargeValues,data.frame)
S3method(createDummyFeatures,Task)
S3method(createDummyFeatures,character)
S3method(createDummyFeatures,data.frame)
S3method(createDummyFeatures,factor)
S3method(downsample,ResampleInstance)
S3method(downsample,Task)
S3method(estimateRelativeOverfitting,ResampleDesc)
S3method(estimateResidualVariance,Learner)
S3method(estimateResidualVariance,WrappedModel)
S3method(generateCalibrationData,BenchmarkResult)
S3method(generateCalibrationData,Prediction)
S3method(generateCalibrationData,ResampleResult)
S3method(generateCalibrationData,list)
S3method(generateThreshVsPerfData,BenchmarkResult)
S3method(generateThreshVsPerfData,Prediction)
S3method(generateThreshVsPerfData,ResampleResult)
S3method(generateThreshVsPerfData,list)
S3method(getFailureModelMsg,BaseWrapperModel)
S3method(getFailureModelMsg,FailureModel)
S3method(getFailureModelMsg,HomogeneousEnsembleModel)
S3method(getFailureModelMsg,WrappedModel)
S3method(getFeatureImportanceLearner,classif.RRF)
S3method(getFeatureImportanceLearner,classif.boosting)
S3method(getFeatureImportanceLearner,classif.cforest)
S3method(getFeatureImportanceLearner,classif.gbm)
S3method(getFeatureImportanceLearner,classif.randomForest)
S3method(getFeatureImportanceLearner,classif.randomForestSRC)
S3method(getFeatureImportanceLearner,classif.ranger)
S3method(getFeatureImportanceLearner,classif.rpart)
S3method(getFeatureImportanceLearner,classif.xgboost)
S3method(getFeatureImportanceLearner,regr.RRF)
S3method(getFeatureImportanceLearner,regr.cforest)
S3method(getFeatureImportanceLearner,regr.gbm)
S3method(getFeatureImportanceLearner,regr.randomForest)
S3method(getFeatureImportanceLearner,regr.randomForestSRC)
S3method(getFeatureImportanceLearner,regr.ranger)
S3method(getFeatureImportanceLearner,regr.rpart)
S3method(getFeatureImportanceLearner,regr.xgboost)
S3method(getFeatureImportanceLearner,surv.cforest)
S3method(getFeatureImportanceLearner,surv.gbm)
S3method(getFeatureImportanceLearner,surv.randomForestSRC)
S3method(getFeatureImportanceLearner,surv.ranger)
S3method(getFeatureImportanceLearner,surv.rpart)
S3method(getHyperPars,BaseEnsemble)
S3method(getHyperPars,BaseWrapper)
S3method(getHyperPars,Learner)
S3method(getLearnerModel,BaseWrapperModel)
S3method(getLearnerModel,HomogeneousEnsembleModel)
S3method(getLearnerModel,ModelMultiplexerModel)
S3method(getLearnerModel,WrappedModel)
S3method(getLearnerProperties,BaggingWrapper)
S3method(getLearnerProperties,BaseWrapper)
S3method(getLearnerProperties,CostSensClassifWrapper)
S3method(getLearnerProperties,CostSensRegrWrapper)
S3method(getLearnerProperties,CostSensWeightedPairsWrapper)
S3method(getLearnerProperties,ImputeWrapper)
S3method(getLearnerProperties,Learner)
S3method(getLearnerProperties,MulticlassWrapper)
S3method(getLearnerProperties,OverBaggingWrapper)
S3method(getLearnerProperties,PreprocWrapperCaret)
S3method(getLearnerProperties,WeightedClassesWrapper)
S3method(getLearnerProperties,character)
S3method(getParamSet,BaseWrapper)
S3method(getParamSet,Learner)
S3method(getParamSet,character)
S3method(getPredictionResponse,PredictionMultilabel)
S3method(getPredictionResponse,default)
S3method(getPredictionSE,default)
S3method(getPredictionTruth,PredictionCluster)
S3method(getPredictionTruth,PredictionMultilabel)
S3method(getPredictionTruth,PredictionSurv)
S3method(getPredictionTruth,default)
S3method(getTaskClassLevels,Task)
S3method(getTaskClassLevels,TaskDescClassif)
S3method(getTaskClassLevels,TaskDescMultilabel)
S3method(getTaskDescription,TaskDesc)
S3method(getTaskDescription,default)
S3method(getTaskTargetNames,Task)
S3method(getTaskTargetNames,TaskDescSupervised)
S3method(getTaskTargetNames,TaskDescUnsupervised)
S3method(getTaskTargets,CostSensTask)
S3method(getTaskTargets,SupervisedTask)
S3method(getTaskTargets,UnsupervisedTask)
S3method(impute,Task)
S3method(impute,data.frame)
S3method(isFailureModel,BaseWrapperModel)
S3method(isFailureModel,FailureModel)
S3method(isFailureModel,HomogeneousEnsembleModel)
S3method(isFailureModel,ModelMultiplexerModel)
S3method(isFailureModel,WrappedModel)
S3method(joinClassLevels,ClassifTask)
S3method(listLearners,Task)
S3method(listLearners,character)
S3method(listLearners,default)
S3method(listMeasures,Task)
S3method(listMeasures,character)
S3method(listMeasures,default)
S3method(makePrediction,TaskDescClassif)
S3method(makePrediction,TaskDescCluster)
S3method(makePrediction,TaskDescCostSens)
S3method(makePrediction,TaskDescMultilabel)
S3method(makePrediction,TaskDescRegr)
S3method(makePrediction,TaskDescSurv)
S3method(makeRLearner,classif.C50)
S3method(makeRLearner,classif.IBk)
S3method(makeRLearner,classif.J48)
S3method(makeRLearner,classif.JRip)
S3method(makeRLearner,classif.LiblineaRL1L2SVC)
S3method(makeRLearner,classif.LiblineaRL1LogReg)
S3method(makeRLearner,classif.LiblineaRL2L1SVC)
S3method(makeRLearner,classif.LiblineaRL2LogReg)
S3method(makeRLearner,classif.LiblineaRL2SVC)
S3method(makeRLearner,classif.LiblineaRMultiClassSVC)
S3method(makeRLearner,classif.OneR)
S3method(makeRLearner,classif.PART)
S3method(makeRLearner,classif.RRF)
S3method(makeRLearner,classif.ada)
S3method(makeRLearner,classif.avNNet)
S3method(makeRLearner,classif.bartMachine)
S3method(makeRLearner,classif.bdk)
S3method(makeRLearner,classif.binomial)
S3method(makeRLearner,classif.blackboost)
S3method(makeRLearner,classif.boosting)
S3method(makeRLearner,classif.bst)
S3method(makeRLearner,classif.cforest)
S3method(makeRLearner,classif.clusterSVM)
S3method(makeRLearner,classif.ctree)
S3method(makeRLearner,classif.cvglmnet)
S3method(makeRLearner,classif.dbnDNN)
S3method(makeRLearner,classif.dcSVM)
S3method(makeRLearner,classif.earth)
S3method(makeRLearner,classif.evtree)
S3method(makeRLearner,classif.extraTrees)
S3method(makeRLearner,classif.fnn)
S3method(makeRLearner,classif.gamboost)
S3method(makeRLearner,classif.gaterSVM)
S3method(makeRLearner,classif.gausspr)
S3method(makeRLearner,classif.gbm)
S3method(makeRLearner,classif.geoDA)
S3method(makeRLearner,classif.glmboost)
S3method(makeRLearner,classif.glmnet)
S3method(makeRLearner,classif.h2o.deeplearning)
S3method(makeRLearner,classif.h2o.gbm)
S3method(makeRLearner,classif.h2o.glm)
S3method(makeRLearner,classif.h2o.randomForest)
S3method(makeRLearner,classif.hdrda)
S3method(makeRLearner,classif.kknn)
S3method(makeRLearner,classif.knn)
S3method(makeRLearner,classif.ksvm)
S3method(makeRLearner,classif.lda)
S3method(makeRLearner,classif.linDA)
S3method(makeRLearner,classif.logreg)
S3method(makeRLearner,classif.lqa)
S3method(makeRLearner,classif.lssvm)
S3method(makeRLearner,classif.lvq1)
S3method(makeRLearner,classif.mda)
S3method(makeRLearner,classif.mlp)
S3method(makeRLearner,classif.multinom)
S3method(makeRLearner,classif.naiveBayes)
S3method(makeRLearner,classif.neuralnet)
S3method(makeRLearner,classif.nnTrain)
S3method(makeRLearner,classif.nnet)
S3method(makeRLearner,classif.nodeHarvest)
S3method(makeRLearner,classif.pamr)
S3method(makeRLearner,classif.penalized.fusedlasso)
S3method(makeRLearner,classif.penalized.lasso)
S3method(makeRLearner,classif.penalized.ridge)
S3method(makeRLearner,classif.plr)
S3method(makeRLearner,classif.plsdaCaret)
S3method(makeRLearner,classif.probit)
S3method(makeRLearner,classif.qda)
S3method(makeRLearner,classif.quaDA)
S3method(makeRLearner,classif.rFerns)
S3method(makeRLearner,classif.randomForest)
S3method(makeRLearner,classif.randomForestSRC)
S3method(makeRLearner,classif.ranger)
S3method(makeRLearner,classif.rda)
S3method(makeRLearner,classif.rknn)
S3method(makeRLearner,classif.rotationForest)
S3method(makeRLearner,classif.rpart)
S3method(makeRLearner,classif.rrlda)
S3method(makeRLearner,classif.saeDNN)
S3method(makeRLearner,classif.sda)
S3method(makeRLearner,classif.sparseLDA)
S3method(makeRLearner,classif.svm)
S3method(makeRLearner,classif.xgboost)
S3method(makeRLearner,classif.xyf)
S3method(makeRLearner,cluster.Cobweb)
S3method(makeRLearner,cluster.EM)
S3method(makeRLearner,cluster.FarthestFirst)
S3method(makeRLearner,cluster.SimpleKMeans)
S3method(makeRLearner,cluster.XMeans)
S3method(makeRLearner,cluster.cmeans)
S3method(makeRLearner,cluster.dbscan)
S3method(makeRLearner,cluster.kkmeans)
S3method(makeRLearner,cluster.kmeans)
S3method(makeRLearner,multilabel.cforest)
S3method(makeRLearner,multilabel.rFerns)
S3method(makeRLearner,multilabel.randomForestSRC)
S3method(makeRLearner,regr.GPfit)
S3method(makeRLearner,regr.IBk)
S3method(makeRLearner,regr.LiblineaRL2L1SVR)
S3method(makeRLearner,regr.LiblineaRL2L2SVR)
S3method(makeRLearner,regr.RRF)
S3method(makeRLearner,regr.avNNet)
S3method(makeRLearner,regr.bartMachine)
S3method(makeRLearner,regr.bcart)
S3method(makeRLearner,regr.bdk)
S3method(makeRLearner,regr.bgp)
S3method(makeRLearner,regr.bgpllm)
S3method(makeRLearner,regr.blackboost)
S3method(makeRLearner,regr.blm)
S3method(makeRLearner,regr.brnn)
S3method(makeRLearner,regr.bst)
S3method(makeRLearner,regr.btgp)
S3method(makeRLearner,regr.btgpllm)
S3method(makeRLearner,regr.btlm)
S3method(makeRLearner,regr.cforest)
S3method(makeRLearner,regr.crs)
S3method(makeRLearner,regr.ctree)
S3method(makeRLearner,regr.cubist)
S3method(makeRLearner,regr.cvglmnet)
S3method(makeRLearner,regr.earth)
S3method(makeRLearner,regr.elmNN)
S3method(makeRLearner,regr.evtree)
S3method(makeRLearner,regr.extraTrees)
S3method(makeRLearner,regr.fnn)
S3method(makeRLearner,regr.frbs)
S3method(makeRLearner,regr.gamboost)
S3method(makeRLearner,regr.gausspr)
S3method(makeRLearner,regr.gbm)
S3method(makeRLearner,regr.glm)
S3method(makeRLearner,regr.glmboost)
S3method(makeRLearner,regr.glmnet)
S3method(makeRLearner,regr.h2o.deeplearning)
S3method(makeRLearner,regr.h2o.gbm)
S3method(makeRLearner,regr.h2o.glm)
S3method(makeRLearner,regr.h2o.randomForest)
S3method(makeRLearner,regr.kknn)
S3method(makeRLearner,regr.km)
S3method(makeRLearner,regr.ksvm)
S3method(makeRLearner,regr.laGP)
S3method(makeRLearner,regr.lm)
S3method(makeRLearner,regr.mars)
S3method(makeRLearner,regr.mob)
S3method(makeRLearner,regr.nnet)
S3method(makeRLearner,regr.nodeHarvest)
S3method(makeRLearner,regr.pcr)
S3method(makeRLearner,regr.penalized.fusedlasso)
S3method(makeRLearner,regr.penalized.lasso)
S3method(makeRLearner,regr.penalized.ridge)
S3method(makeRLearner,regr.plsr)
S3method(makeRLearner,regr.randomForest)
S3method(makeRLearner,regr.randomForestSRC)
S3method(makeRLearner,regr.ranger)
S3method(makeRLearner,regr.rknn)
S3method(makeRLearner,regr.rpart)
S3method(makeRLearner,regr.rsm)
S3method(makeRLearner,regr.rvm)
S3method(makeRLearner,regr.slim)
S3method(makeRLearner,regr.svm)
S3method(makeRLearner,regr.xgboost)
S3method(makeRLearner,regr.xyf)
S3method(makeRLearner,surv.CoxBoost)
S3method(makeRLearner,surv.cforest)
S3method(makeRLearner,surv.coxph)
S3method(makeRLearner,surv.cv.CoxBoost)
S3method(makeRLearner,surv.cvglmnet)
S3method(makeRLearner,surv.gamboost)
S3method(makeRLearner,surv.gbm)
S3method(makeRLearner,surv.glmboost)
S3method(makeRLearner,surv.glmnet)
S3method(makeRLearner,surv.penalized.fusedlasso)
S3method(makeRLearner,surv.penalized.lasso)
S3method(makeRLearner,surv.penalized.ridge)
S3method(makeRLearner,surv.randomForestSRC)
S3method(makeRLearner,surv.ranger)
S3method(makeRLearner,surv.rpart)
S3method(makeWrappedModel,BaseEnsemble)
S3method(makeWrappedModel,BaseWrapper)
S3method(makeWrappedModel,Learner)
S3method(makeWrappedModel,ModelMultiplexer)
S3method(makeWrappedModel,TuneWrapper)
S3method(normalizeFeatures,Task)
S3method(normalizeFeatures,data.frame)
S3method(plotResiduals,BenchmarkResult)
S3method(plotResiduals,Prediction)
S3method(plotViperCharts,BenchmarkResult)
S3method(plotViperCharts,Prediction)
S3method(plotViperCharts,ResampleResult)
S3method(plotViperCharts,list)
S3method(predict,WrappedModel)
S3method(predictLearner,BaggingWrapper)
S3method(predictLearner,BaseWrapper)
S3method(predictLearner,ConstantClassWrapper)
S3method(predictLearner,CostSensClassifWrapper)
S3method(predictLearner,CostSensRegrWrapper)
S3method(predictLearner,CostSensWeightedPairsWrapper)
S3method(predictLearner,FeatSelWrapper)
S3method(predictLearner,FilterWrapper)
S3method(predictLearner,ModelMultiplexer)
S3method(predictLearner,MulticlassWrapper)
S3method(predictLearner,MultilabelBinaryRelevanceWrapper)
S3method(predictLearner,MultilabelClassifierChainsWrapper)
S3method(predictLearner,MultilabelDBRWrapper)
S3method(predictLearner,MultilabelNestedStackingWrapper)
S3method(predictLearner,MultilabelStackingWrapper)
S3method(predictLearner,PreprocWrapper)
S3method(predictLearner,StackedLearner)
S3method(predictLearner,TuneWrapper)
S3method(predictLearner,classif.C50)
S3method(predictLearner,classif.IBk)
S3method(predictLearner,classif.J48)
S3method(predictLearner,classif.JRip)
S3method(predictLearner,classif.LiblineaRL1L2SVC)
S3method(predictLearner,classif.LiblineaRL1LogReg)
S3method(predictLearner,classif.LiblineaRL2L1SVC)
S3method(predictLearner,classif.LiblineaRL2LogReg)
S3method(predictLearner,classif.LiblineaRL2SVC)
S3method(predictLearner,classif.LiblineaRMultiClassSVC)
S3method(predictLearner,classif.OneR)
S3method(predictLearner,classif.PART)
S3method(predictLearner,classif.RRF)
S3method(predictLearner,classif.ada)
S3method(predictLearner,classif.avNNet)
S3method(predictLearner,classif.bartMachine)
S3method(predictLearner,classif.bdk)
S3method(predictLearner,classif.binomial)
S3method(predictLearner,classif.blackboost)
S3method(predictLearner,classif.boosting)
S3method(predictLearner,classif.bst)
S3method(predictLearner,classif.cforest)
S3method(predictLearner,classif.clusterSVM)
S3method(predictLearner,classif.ctree)
S3method(predictLearner,classif.cvglmnet)
S3method(predictLearner,classif.dbnDNN)
S3method(predictLearner,classif.dcSVM)
S3method(predictLearner,classif.earth)
S3method(predictLearner,classif.evtree)
S3method(predictLearner,classif.extraTrees)
S3method(predictLearner,classif.fnn)
S3method(predictLearner,classif.gamboost)
S3method(predictLearner,classif.gaterSVM)
S3method(predictLearner,classif.gausspr)
S3method(predictLearner,classif.gbm)
S3method(predictLearner,classif.geoDA)
S3method(predictLearner,classif.glmboost)
S3method(predictLearner,classif.glmnet)
S3method(predictLearner,classif.h2o.deeplearning)
S3method(predictLearner,classif.h2o.gbm)
S3method(predictLearner,classif.h2o.glm)
S3method(predictLearner,classif.h2o.randomForest)
S3method(predictLearner,classif.hdrda)
S3method(predictLearner,classif.kknn)
S3method(predictLearner,classif.knn)
S3method(predictLearner,classif.ksvm)
S3method(predictLearner,classif.lda)
S3method(predictLearner,classif.linDA)
S3method(predictLearner,classif.logreg)
S3method(predictLearner,classif.lqa)
S3method(predictLearner,classif.lssvm)
S3method(predictLearner,classif.lvq1)
S3method(predictLearner,classif.mda)
S3method(predictLearner,classif.mlp)
S3method(predictLearner,classif.multinom)
S3method(predictLearner,classif.naiveBayes)
S3method(predictLearner,classif.neuralnet)
S3method(predictLearner,classif.nnTrain)
S3method(predictLearner,classif.nnet)
S3method(predictLearner,classif.nodeHarvest)
S3method(predictLearner,classif.pamr)
S3method(predictLearner,classif.penalized.fusedlasso)
S3method(predictLearner,classif.penalized.lasso)
S3method(predictLearner,classif.penalized.ridge)
S3method(predictLearner,classif.plr)
S3method(predictLearner,classif.plsdaCaret)
S3method(predictLearner,classif.probit)
S3method(predictLearner,classif.qda)
S3method(predictLearner,classif.quaDA)
S3method(predictLearner,classif.rFerns)
S3method(predictLearner,classif.randomForest)
S3method(predictLearner,classif.randomForestSRC)
S3method(predictLearner,classif.ranger)
S3method(predictLearner,classif.rda)
S3method(predictLearner,classif.rknn)
S3method(predictLearner,classif.rotationForest)
S3method(predictLearner,classif.rpart)
S3method(predictLearner,classif.rrlda)
S3method(predictLearner,classif.saeDNN)
S3method(predictLearner,classif.sda)
S3method(predictLearner,classif.sparseLDA)
S3method(predictLearner,classif.svm)
S3method(predictLearner,classif.xgboost)
S3method(predictLearner,classif.xyf)
S3method(predictLearner,cluster.Cobweb)
S3method(predictLearner,cluster.EM)
S3method(predictLearner,cluster.FarthestFirst)
S3method(predictLearner,cluster.SimpleKMeans)
S3method(predictLearner,cluster.XMeans)
S3method(predictLearner,cluster.cmeans)
S3method(predictLearner,cluster.dbscan)
S3method(predictLearner,cluster.kkmeans)
S3method(predictLearner,cluster.kmeans)
S3method(predictLearner,multilabel.cforest)
S3method(predictLearner,multilabel.rFerns)
S3method(predictLearner,multilabel.randomForestSRC)
S3method(predictLearner,regr.GPfit)
S3method(predictLearner,regr.IBk)
S3method(predictLearner,regr.LiblineaRL2L1SVR)
S3method(predictLearner,regr.LiblineaRL2L2SVR)
S3method(predictLearner,regr.RRF)
S3method(predictLearner,regr.avNNet)
S3method(predictLearner,regr.bartMachine)
S3method(predictLearner,regr.bcart)
S3method(predictLearner,regr.bdk)
S3method(predictLearner,regr.bgp)
S3method(predictLearner,regr.bgpllm)
S3method(predictLearner,regr.blm)
S3method(predictLearner,regr.brnn)
S3method(predictLearner,regr.bst)
S3method(predictLearner,regr.btgp)
S3method(predictLearner,regr.btgpllm)
S3method(predictLearner,regr.btlm)
S3method(predictLearner,regr.cforest)
S3method(predictLearner,regr.crs)
S3method(predictLearner,regr.ctree)
S3method(predictLearner,regr.cubist)
S3method(predictLearner,regr.cvglmnet)
S3method(predictLearner,regr.earth)
S3method(predictLearner,regr.elmNN)
S3method(predictLearner,regr.evtree)
S3method(predictLearner,regr.extraTrees)
S3method(predictLearner,regr.fnn)
S3method(predictLearner,regr.frbs)
S3method(predictLearner,regr.gamboost)
S3method(predictLearner,regr.gausspr)
S3method(predictLearner,regr.gbm)
S3method(predictLearner,regr.glm)
S3method(predictLearner,regr.glmboost)
S3method(predictLearner,regr.glmnet)
S3method(predictLearner,regr.h2o.deeplearning)
S3method(predictLearner,regr.h2o.gbm)
S3method(predictLearner,regr.h2o.glm)
S3method(predictLearner,regr.h2o.randomForest)
S3method(predictLearner,regr.kknn)
S3method(predictLearner,regr.km)
S3method(predictLearner,regr.ksvm)
S3method(predictLearner,regr.laGP)
S3method(predictLearner,regr.lm)
S3method(predictLearner,regr.mars)
S3method(predictLearner,regr.mob)
S3method(predictLearner,regr.nnet)
S3method(predictLearner,regr.nodeHarvest)
S3method(predictLearner,regr.pcr)
S3method(predictLearner,regr.penalized.fusedlasso)
S3method(predictLearner,regr.penalized.lasso)
S3method(predictLearner,regr.penalized.ridge)
S3method(predictLearner,regr.plsr)
S3method(predictLearner,regr.randomForest)
S3method(predictLearner,regr.randomForestSRC)
S3method(predictLearner,regr.ranger)
S3method(predictLearner,regr.rknn)
S3method(predictLearner,regr.rpart)
S3method(predictLearner,regr.rsm)
S3method(predictLearner,regr.rvm)
S3method(predictLearner,regr.slim)
S3method(predictLearner,regr.svm)
S3method(predictLearner,regr.xgboost)
S3method(predictLearner,regr.xyf)
S3method(predictLearner,surv.CoxBoost)
S3method(predictLearner,surv.cforest)
S3method(predictLearner,surv.coxph)
S3method(predictLearner,surv.cv.CoxBoost)
S3method(predictLearner,surv.cvglmnet)
S3method(predictLearner,surv.gamboost)
S3method(predictLearner,surv.gbm)
S3method(predictLearner,surv.glmboost)
S3method(predictLearner,surv.glmnet)
S3method(predictLearner,surv.penalized.fusedlasso)
S3method(predictLearner,surv.penalized.lasso)
S3method(predictLearner,surv.penalized.ridge)
S3method(predictLearner,surv.randomForestSRC)
S3method(predictLearner,surv.ranger)
S3method(predictLearner,surv.rpart)
S3method(print,Aggregation)
S3method(print,BaggingModel)
S3method(print,BaseWrapper)
S3method(print,BenchmarkResult)
S3method(print,ChainModel)
S3method(print,ClassifTask)
S3method(print,ClusterTask)
S3method(print,ConfusionMatrix)
S3method(print,CostSensTask)
S3method(print,FailureModel)
S3method(print,FeatSelControl)
S3method(print,FeatSelResult)
S3method(print,FeatureImportance)
S3method(print,Filter)
S3method(print,FilterValues)
S3method(print,FunctionalANOVAData)
S3method(print,HoldoutDesc)
S3method(print,HyperParsEffectData)
S3method(print,ImputationDesc)
S3method(print,Learner)
S3method(print,LearningCurveData)
S3method(print,ListLearners)
S3method(print,Measure)
S3method(print,MultilabelTask)
S3method(print,OptModel)
S3method(print,PartialDependenceData)
S3method(print,Prediction)
S3method(print,ROCMeasures)
S3method(print,RepCVDesc)
S3method(print,ResampleDesc)
S3method(print,ResampleInstance)
S3method(print,ResamplePrediction)
S3method(print,ResampleResult)
S3method(print,SubsampleDesc)
S3method(print,SupervisedTask)
S3method(print,Task)
S3method(print,TuneControl)
S3method(print,TuneMultiCritControl)
S3method(print,TuneMultiCritResult)
S3method(print,TuneResult)
S3method(print,UnsupervisedTask)
S3method(print,WrappedModel)
S3method(reimpute,Task)
S3method(reimpute,data.frame)
S3method(removeConstantFeatures,Task)
S3method(removeConstantFeatures,data.frame)
S3method(removeHyperPars,BaseEnsemble)
S3method(removeHyperPars,BaseWrapper)
S3method(removeHyperPars,Learner)
S3method(setHyperPars2,BaseEnsemble)
S3method(setHyperPars2,BaseWrapper)
S3method(setHyperPars2,Learner)
S3method(setPredictType,BaggingWrapper)
S3method(setPredictType,BaseEnsemble)
S3method(setPredictType,BaseWrapper)
S3method(setPredictType,Learner)
S3method(setPredictType,StackedLearner)
S3method(summarizeColumns,Task)
S3method(summarizeColumns,data.frame)
S3method(summarizeLevels,Task)
S3method(summarizeLevels,data.frame)
S3method(trainLearner,BaggingWrapper)
S3method(trainLearner,ConstantClassWrapper)
S3method(trainLearner,CostSensClassifWrapper)
S3method(trainLearner,CostSensRegrWrapper)
S3method(trainLearner,CostSensWeightedPairsWrapper)
S3method(trainLearner,DownsampleWrapper)
S3method(trainLearner,FeatSelWrapper)
S3method(trainLearner,FilterWrapper)
S3method(trainLearner,ModelMultiplexer)
S3method(trainLearner,MulticlassWrapper)
S3method(trainLearner,MultilabelBinaryRelevanceWrapper)
S3method(trainLearner,MultilabelClassifierChainsWrapper)
S3method(trainLearner,MultilabelDBRWrapper)
S3method(trainLearner,MultilabelNestedStackingWrapper)
S3method(trainLearner,MultilabelStackingWrapper)
S3method(trainLearner,OverBaggingWrapper)
S3method(trainLearner,OversampleWrapper)
S3method(trainLearner,PreprocWrapper)
S3method(trainLearner,SMOTEWrapper)
S3method(trainLearner,StackedLearner)
S3method(trainLearner,TuneWrapper)
S3method(trainLearner,UndersampleWrapper)
S3method(trainLearner,WeightedClassesWrapper)
S3method(trainLearner,classif.C50)
S3method(trainLearner,classif.IBk)
S3method(trainLearner,classif.J48)
S3method(trainLearner,classif.JRip)
S3method(trainLearner,classif.LiblineaRL1L2SVC)
S3method(trainLearner,classif.LiblineaRL1LogReg)
S3method(trainLearner,classif.LiblineaRL2L1SVC)
S3method(trainLearner,classif.LiblineaRL2LogReg)
S3method(trainLearner,classif.LiblineaRL2SVC)
S3method(trainLearner,classif.LiblineaRMultiClassSVC)
S3method(trainLearner,classif.OneR)
S3method(trainLearner,classif.PART)
S3method(trainLearner,classif.RRF)
S3method(trainLearner,classif.ada)
S3method(trainLearner,classif.avNNet)
S3method(trainLearner,classif.bartMachine)
S3method(trainLearner,classif.bdk)
S3method(trainLearner,classif.binomial)
S3method(trainLearner,classif.blackboost)
S3method(trainLearner,classif.boosting)
S3method(trainLearner,classif.bst)
S3method(trainLearner,classif.cforest)
S3method(trainLearner,classif.clusterSVM)
S3method(trainLearner,classif.ctree)
S3method(trainLearner,classif.cvglmnet)
S3method(trainLearner,classif.dbnDNN)
S3method(trainLearner,classif.dcSVM)
S3method(trainLearner,classif.earth)
S3method(trainLearner,classif.evtree)
S3method(trainLearner,classif.extraTrees)
S3method(trainLearner,classif.fnn)
S3method(trainLearner,classif.gamboost)
S3method(trainLearner,classif.gaterSVM)
S3method(trainLearner,classif.gausspr)
S3method(trainLearner,classif.gbm)
S3method(trainLearner,classif.geoDA)
S3method(trainLearner,classif.glmboost)
S3method(trainLearner,classif.glmnet)
S3method(trainLearner,classif.h2o.deeplearning)
S3method(trainLearner,classif.h2o.gbm)
S3method(trainLearner,classif.h2o.glm)
S3method(trainLearner,classif.h2o.randomForest)
S3method(trainLearner,classif.hdrda)
S3method(trainLearner,classif.kknn)
S3method(trainLearner,classif.knn)
S3method(trainLearner,classif.ksvm)
S3method(trainLearner,classif.lda)
S3method(trainLearner,classif.linDA)
S3method(trainLearner,classif.logreg)
S3method(trainLearner,classif.lqa)
S3method(trainLearner,classif.lssvm)
S3method(trainLearner,classif.lvq1)
S3method(trainLearner,classif.mda)
S3method(trainLearner,classif.mlp)
S3method(trainLearner,classif.multinom)
S3method(trainLearner,classif.naiveBayes)
S3method(trainLearner,classif.neuralnet)
S3method(trainLearner,classif.nnTrain)
S3method(trainLearner,classif.nnet)
S3method(trainLearner,classif.nodeHarvest)
S3method(trainLearner,classif.pamr)
S3method(trainLearner,classif.penalized.fusedlasso)
S3method(trainLearner,classif.penalized.lasso)
S3method(trainLearner,classif.penalized.ridge)
S3method(trainLearner,classif.plr)
S3method(trainLearner,classif.plsdaCaret)
S3method(trainLearner,classif.probit)
S3method(trainLearner,classif.qda)
S3method(trainLearner,classif.quaDA)
S3method(trainLearner,classif.rFerns)
S3method(trainLearner,classif.randomForest)
S3method(trainLearner,classif.randomForestSRC)
S3method(trainLearner,classif.ranger)
S3method(trainLearner,classif.rda)
S3method(trainLearner,classif.rknn)
S3method(trainLearner,classif.rotationForest)
S3method(trainLearner,classif.rpart)
S3method(trainLearner,classif.rrlda)
S3method(trainLearner,classif.saeDNN)
S3method(trainLearner,classif.sda)
S3method(trainLearner,classif.sparseLDA)
S3method(trainLearner,classif.svm)
S3method(trainLearner,classif.xgboost)
S3method(trainLearner,classif.xyf)
S3method(trainLearner,cluster.Cobweb)
S3method(trainLearner,cluster.EM)
S3method(trainLearner,cluster.FarthestFirst)
S3method(trainLearner,cluster.SimpleKMeans)
S3method(trainLearner,cluster.XMeans)
S3method(trainLearner,cluster.cmeans)
S3method(trainLearner,cluster.dbscan)
S3method(trainLearner,cluster.kkmeans)
S3method(trainLearner,cluster.kmeans)
S3method(trainLearner,multilabel.cforest)
S3method(trainLearner,multilabel.rFerns)
S3method(trainLearner,multilabel.randomForestSRC)
S3method(trainLearner,regr.GPfit)
S3method(trainLearner,regr.IBk)
S3method(trainLearner,regr.LiblineaRL2L1SVR)
S3method(trainLearner,regr.LiblineaRL2L2SVR)
S3method(trainLearner,regr.RRF)
S3method(trainLearner,regr.avNNet)
S3method(trainLearner,regr.bartMachine)
S3method(trainLearner,regr.bcart)
S3method(trainLearner,regr.bdk)
S3method(trainLearner,regr.bgp)
S3method(trainLearner,regr.bgpllm)
S3method(trainLearner,regr.blm)
S3method(trainLearner,regr.brnn)
S3method(trainLearner,regr.bst)
S3method(trainLearner,regr.btgp)
S3method(trainLearner,regr.btgpllm)
S3method(trainLearner,regr.btlm)
S3method(trainLearner,regr.cforest)
S3method(trainLearner,regr.crs)
S3method(trainLearner,regr.ctree)
S3method(trainLearner,regr.cubist)
S3method(trainLearner,regr.cvglmnet)
S3method(trainLearner,regr.earth)
S3method(trainLearner,regr.elmNN)
S3method(trainLearner,regr.evtree)
S3method(trainLearner,regr.extraTrees)
S3method(trainLearner,regr.fnn)
S3method(trainLearner,regr.frbs)
S3method(trainLearner,regr.gamboost)
S3method(trainLearner,regr.gausspr)
S3method(trainLearner,regr.gbm)
S3method(trainLearner,regr.glm)
S3method(trainLearner,regr.glmboost)
S3method(trainLearner,regr.glmnet)
S3method(trainLearner,regr.h2o.deeplearning)
S3method(trainLearner,regr.h2o.gbm)
S3method(trainLearner,regr.h2o.glm)
S3method(trainLearner,regr.h2o.randomForest)
S3method(trainLearner,regr.kknn)
S3method(trainLearner,regr.km)
S3method(trainLearner,regr.ksvm)
S3method(trainLearner,regr.laGP)
S3method(trainLearner,regr.lm)
S3method(trainLearner,regr.mars)
S3method(trainLearner,regr.mob)
S3method(trainLearner,regr.nnet)
S3method(trainLearner,regr.nodeHarvest)
S3method(trainLearner,regr.pcr)
S3method(trainLearner,regr.penalized.fusedlasso)
S3method(trainLearner,regr.penalized.lasso)
S3method(trainLearner,regr.penalized.ridge)
S3method(trainLearner,regr.plsr)
S3method(trainLearner,regr.randomForest)
S3method(trainLearner,regr.randomForestSRC)
S3method(trainLearner,regr.ranger)
S3method(trainLearner,regr.rknn)
S3method(trainLearner,regr.rpart)
S3method(trainLearner,regr.rsm)
S3method(trainLearner,regr.rvm)
S3method(trainLearner,regr.slim)
S3method(trainLearner,regr.svm)
S3method(trainLearner,regr.xgboost)
S3method(trainLearner,regr.xyf)
S3method(trainLearner,surv.CoxBoost)
S3method(trainLearner,surv.cforest)
S3method(trainLearner,surv.coxph)
S3method(trainLearner,surv.cv.CoxBoost)
S3method(trainLearner,surv.cvglmnet)
S3method(trainLearner,surv.gamboost)
S3method(trainLearner,surv.gbm)
S3method(trainLearner,surv.glmboost)
S3method(trainLearner,surv.glmnet)
S3method(trainLearner,surv.penalized.fusedlasso)
S3method(trainLearner,surv.penalized.lasso)
S3method(trainLearner,surv.penalized.ridge)
S3method(trainLearner,surv.randomForestSRC)
S3method(trainLearner,surv.ranger)
S3method(trainLearner,surv.rpart)
export(G1)
export(G2)
export(acc)
export(addRRMeasure)
export(analyzeFeatSelResult)
export(arsq)
export(asROCRPrediction)
export(auc)
export(b632)
export(b632plus)
export(bac)
export(benchmark)
export(ber)
export(bootstrapB632)
export(bootstrapB632plus)
export(bootstrapOOB)
export(brier)
export(brier.scaled)
export(calculateConfusionMatrix)
export(calculateROCMeasures)
export(capLargeValues)
export(cindex)
export(configureMlr)
export(convertBMRToRankMatrix)
export(convertMLBenchObjToTask)
export(createDummyFeatures)
export(crossval)
export(cv10)
export(cv2)
export(cv3)
export(cv5)
export(db)
export(downsample)
export(dropFeatures)
export(dunn)
export(estimateRelativeOverfitting)
export(estimateResidualVariance)
export(expvar)
export(f1)
export(fdr)
export(featperc)
export(filterFeatures)
export(fn)
export(fnr)
export(fp)
export(fpr)
export(friedmanPostHocTestBMR)
export(friedmanTestBMR)
export(generateCalibrationData)
export(generateCritDifferencesData)
export(generateFeatureImportanceData)
export(generateFilterValuesData)
export(generateFunctionalANOVAData)
export(generateHyperParsEffectData)
export(generateLearningCurveData)
export(generatePartialDependenceData)
export(generateThreshVsPerfData)
export(getBMRAggrPerformances)
export(getBMRFeatSelResults)
export(getBMRFilteredFeatures)
export(getBMRLearnerIds)
export(getBMRLearnerShortNames)
export(getBMRLearners)
export(getBMRMeasureIds)
export(getBMRMeasures)
export(getBMRModels)
export(getBMRPerformances)
export(getBMRPredictions)
export(getBMRTaskDescriptions)
export(getBMRTaskIds)
export(getBMRTuneResults)
export(getCaretParamSet)
export(getClassWeightParam)
export(getConfMatrix)
export(getDefaultMeasure)
export(getFailureModelMsg)
export(getFeatSelResult)
export(getFeatureImportance)
export(getFeatureImportanceLearner)
export(getFilterValues)
export(getFilteredFeatures)
export(getHomogeneousEnsembleModels)
export(getHyperPars)
export(getLearnerId)
export(getLearnerModel)
export(getLearnerPackages)
export(getLearnerParVals)
export(getLearnerParamSet)
export(getLearnerPredictType)
export(getLearnerProperties)
export(getLearnerShortName)
export(getLearnerType)
export(getMlrOptions)
export(getMultilabelBinaryPerformances)
export(getNestedTuneResultsOptPathDf)
export(getNestedTuneResultsX)
export(getPredictionProbabilities)
export(getPredictionResponse)
export(getPredictionSE)
export(getPredictionTruth)
export(getProbabilities)
export(getRRPredictionList)
export(getRRPredictions)
export(getRRTaskDescription)
export(getStackedBaseLearnerPredictions)
export(getTaskClassLevels)
export(getTaskCosts)
export(getTaskData)
export(getTaskDescription)
export(getTaskFeatureNames)
export(getTaskFormula)
export(getTaskId)
export(getTaskNFeats)
export(getTaskSize)
export(getTaskTargetNames)
export(getTaskTargets)
export(getTaskType)
export(getTuneResult)
export(gmean)
export(gpr)
export(hasLearnerProperties)
export(hasProperties)
export(holdout)
export(hout)
export(impute)
export(imputeConstant)
export(imputeHist)
export(imputeLearner)
export(imputeMax)
export(imputeMean)
export(imputeMedian)
export(imputeMin)
export(imputeMode)
export(imputeNormal)
export(imputeUniform)
export(isFailureModel)
export(joinClassLevels)
export(kappa)
export(learnerArgsToControl)
export(listFilterMethods)
export(listLearners)
export(listMeasures)
export(logloss)
export(lsr)
export(mae)
export(makeAggregation)
export(makeBaggingWrapper)
export(makeClassifTask)
export(makeClusterTask)
export(makeConstantClassWrapper)
export(makeCostMeasure)
export(makeCostSensClassifWrapper)
export(makeCostSensRegrWrapper)
export(makeCostSensTask)
export(makeCostSensWeightedPairsWrapper)
export(makeCustomResampledMeasure)
export(makeDownsampleWrapper)
export(makeFeatSelControlExhaustive)
export(makeFeatSelControlGA)
export(makeFeatSelControlRandom)
export(makeFeatSelControlSequential)
export(makeFeatSelWrapper)
export(makeFilter)
export(makeFilterWrapper)
export(makeFixedHoldoutInstance)
export(makeImputeMethod)
export(makeImputeWrapper)
export(makeLearner)
export(makeLearners)
export(makeMeasure)
export(makeModelMultiplexer)
export(makeModelMultiplexerParamSet)
export(makeMulticlassWrapper)
export(makeMultilabelBinaryRelevanceWrapper)
export(makeMultilabelClassifierChainsWrapper)
export(makeMultilabelDBRWrapper)
export(makeMultilabelNestedStackingWrapper)
export(makeMultilabelStackingWrapper)
export(makeMultilabelTask)
export(makeOverBaggingWrapper)
export(makeOversampleWrapper)
export(makePrediction)
export(makePreprocWrapper)
export(makePreprocWrapperCaret)
export(makeRLearner)
export(makeRLearnerClassif)
export(makeRLearnerCluster)
export(makeRLearnerCostSens)
export(makeRLearnerMultilabel)
export(makeRLearnerRegr)
export(makeRLearnerSurv)
export(makeRegrTask)
export(makeRemoveConstantFeaturesWrapper)
export(makeResampleDesc)
export(makeResampleInstance)
export(makeSMOTEWrapper)
export(makeStackedLearner)
export(makeSurvTask)
export(makeTuneControlCMAES)
export(makeTuneControlDesign)
export(makeTuneControlGenSA)
export(makeTuneControlGrid)
export(makeTuneControlIrace)
export(makeTuneControlRandom)
export(makeTuneMultiCritControlGrid)
export(makeTuneMultiCritControlNSGA2)
export(makeTuneMultiCritControlRandom)
export(makeTuneWrapper)
export(makeUndersampleWrapper)
export(makeWeightedClassesWrapper)
export(makeWrappedModel)
export(mape)
export(mcc)
export(mcp)
export(meancosts)
export(measureACC)
export(measureAU1P)
export(measureAU1U)
export(measureAUC)
export(measureAUNP)
export(measureAUNU)
export(measureBAC)
export(measureBrier)
export(measureBrierScaled)
export(measureEXPVAR)
export(measureFDR)
export(measureFN)
export(measureFNR)
export(measureFP)
export(measureFPR)
export(measureGMEAN)
export(measureGPR)
export(measureKAPPA)
export(measureLSR)
export(measureLogloss)
export(measureMAE)
export(measureMAPE)
export(measureMCC)
export(measureMEDAE)
export(measureMEDSE)
export(measureMMCE)
export(measureMSE)
export(measureMSLE)
export(measureMultiLabelF1)
export(measureMulticlassBrier)
export(measureMultilabelACC)
export(measureMultilabelHamloss)
export(measureMultilabelPPV)
export(measureMultilabelSubset01)
export(measureMultilabelTPR)