# Generated by roxygen2 (4.0.1): do not edit by hand

S3method(as.data.frame,BenchmarkResult)
S3method(as.data.frame,Prediction)
S3method(asROCRPrediction,Prediction)
S3method(asROCRPrediction,ResamplePrediction)
S3method(createDummyFeatures,SupervisedTask)
S3method(createDummyFeatures,data.frame)
S3method(downsample,ResampleInstance)
S3method(downsample,Task)
S3method(estimateResidualVariance,Learner)
S3method(estimateResidualVariance,WrappedModel)
S3method(getAggrPerformances,BenchmarkResult)
S3method(getFailureModelMsg,BaggingModel)
S3method(getFailureModelMsg,CostSensWeightedPairsModel)
S3method(getFailureModelMsg,WrappedModel)
S3method(getFeatSelResult,BenchmarkResult)
S3method(getFeatSelResult,WrappedModel)
S3method(getFilterResult,BenchmarkResult)
S3method(getFilterResult,WrappedModel)
S3method(getHyperPars,BaseWrapper)
S3method(getHyperPars,Learner)
S3method(getLearnerModel,WrappedModel)
S3method(getParamSet,BaseWrapper)
S3method(getParamSet,Learner)
S3method(getPerformances,BenchmarkResult)
S3method(getPredictions,BenchmarkResult)
S3method(getTuneResult,BenchmarkResult)
S3method(getTuneResult,WrappedModel)
S3method(isFailureModel,BaggingModel)
S3method(isFailureModel,CostSensWeightedPairsModel)
S3method(isFailureModel,WrappedModel)
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,TaskDescRegr)
S3method(makePrediction,TaskDescSurv)
S3method(makeRLearner,classif.IBk)
S3method(makeRLearner,classif.J48)
S3method(makeRLearner,classif.JRip)
S3method(makeRLearner,classif.LiblineaRBinary)
S3method(makeRLearner,classif.LiblineaRLogReg)
S3method(makeRLearner,classif.LiblineaRMultiClass)
S3method(makeRLearner,classif.OneR)
S3method(makeRLearner,classif.PART)
S3method(makeRLearner,classif.ada)
S3method(makeRLearner,classif.blackboost)
S3method(makeRLearner,classif.boosting)
S3method(makeRLearner,classif.cforest)
S3method(makeRLearner,classif.ctree)
S3method(makeRLearner,classif.fnn)
S3method(makeRLearner,classif.gbm)
S3method(makeRLearner,classif.geoDA)
S3method(makeRLearner,classif.glmboost)
S3method(makeRLearner,classif.glmnet)
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.lssvm)
S3method(makeRLearner,classif.lvq1)
S3method(makeRLearner,classif.mda)
S3method(makeRLearner,classif.multinom)
S3method(makeRLearner,classif.naiveBayes)
S3method(makeRLearner,classif.nnet)
S3method(makeRLearner,classif.plr)
S3method(makeRLearner,classif.plsDA)
S3method(makeRLearner,classif.plsdaCaret)
S3method(makeRLearner,classif.qda)
S3method(makeRLearner,classif.quaDA)
S3method(makeRLearner,classif.randomForest)
S3method(makeRLearner,classif.rda)
S3method(makeRLearner,classif.rpart)
S3method(makeRLearner,classif.rrlda)
S3method(makeRLearner,classif.svm)
S3method(makeRLearner,cluster.EM)
S3method(makeRLearner,cluster.SimpleKMeans)
S3method(makeRLearner,cluster.XMeans)
S3method(makeRLearner,regr.IBk)
S3method(makeRLearner,regr.blackboost)
S3method(makeRLearner,regr.cforest)
S3method(makeRLearner,regr.crs)
S3method(makeRLearner,regr.earth)
S3method(makeRLearner,regr.fnn)
S3method(makeRLearner,regr.gbm)
S3method(makeRLearner,regr.glmnet)
S3method(makeRLearner,regr.kknn)
S3method(makeRLearner,regr.km)
S3method(makeRLearner,regr.ksvm)
S3method(makeRLearner,regr.lm)
S3method(makeRLearner,regr.mars)
S3method(makeRLearner,regr.mob)
S3method(makeRLearner,regr.nnet)
S3method(makeRLearner,regr.pcr)
S3method(makeRLearner,regr.penalized.lasso)
S3method(makeRLearner,regr.penalized.ridge)
S3method(makeRLearner,regr.randomForest)
S3method(makeRLearner,regr.rpart)
S3method(makeRLearner,regr.rsm)
S3method(makeRLearner,regr.rvm)
S3method(makeRLearner,regr.svm)
S3method(makeRLearner,surv.CoxBoost)
S3method(makeRLearner,surv.cforest)
S3method(makeRLearner,surv.coxph)
S3method(makeRLearner,surv.glmboost)
S3method(makeRLearner,surv.glmnet)
S3method(makeRLearner,surv.penalized)
S3method(makeRLearner,surv.randomForestSRC)
S3method(makeWrappedModel,BaggingWrapper)
S3method(makeWrappedModel,BaseWrapper)
S3method(makeWrappedModel,CostSensClassifWrapper)
S3method(makeWrappedModel,CostSensRegrWrapper)
S3method(makeWrappedModel,CostSensWeightedPairsWrapper)
S3method(makeWrappedModel,Learner)
S3method(makeWrappedModel,OptWrapper)
S3method(normalizeFeatures,Task)
S3method(normalizeFeatures,data.frame)
S3method(predict,WrappedModel)
S3method(predictLearner,BaggingWrapper)
S3method(predictLearner,BaseWrapper)
S3method(predictLearner,CostSensClassifWrapper)
S3method(predictLearner,CostSensRegrWrapper)
S3method(predictLearner,CostSensWeightedPairsWrapper)
S3method(predictLearner,FeatSelWrapper)
S3method(predictLearner,FilterWrapper)
S3method(predictLearner,ModelMultiplexer)
S3method(predictLearner,PreprocWrapper)
S3method(predictLearner,TuneWrapper)
S3method(predictLearner,classif.IBk)
S3method(predictLearner,classif.J48)
S3method(predictLearner,classif.JRip)
S3method(predictLearner,classif.LiblineaRBinary)
S3method(predictLearner,classif.LiblineaRLogReg)
S3method(predictLearner,classif.LiblineaRMultiClass)
S3method(predictLearner,classif.OneR)
S3method(predictLearner,classif.PART)
S3method(predictLearner,classif.ada)
S3method(predictLearner,classif.blackboost)
S3method(predictLearner,classif.boosting)
S3method(predictLearner,classif.cforest)
S3method(predictLearner,classif.ctree)
S3method(predictLearner,classif.fnn)
S3method(predictLearner,classif.gbm)
S3method(predictLearner,classif.geoDA)
S3method(predictLearner,classif.glmboost)
S3method(predictLearner,classif.glmnet)
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.lssvm)
S3method(predictLearner,classif.lvq1)
S3method(predictLearner,classif.mda)
S3method(predictLearner,classif.multinom)
S3method(predictLearner,classif.naiveBayes)
S3method(predictLearner,classif.nnet)
S3method(predictLearner,classif.plr)
S3method(predictLearner,classif.plsDA)
S3method(predictLearner,classif.plsdaCaret)
S3method(predictLearner,classif.qda)
S3method(predictLearner,classif.quaDA)
S3method(predictLearner,classif.randomForest)
S3method(predictLearner,classif.rda)
S3method(predictLearner,classif.rpart)
S3method(predictLearner,classif.rrlda)
S3method(predictLearner,classif.svm)
S3method(predictLearner,cluster.EM)
S3method(predictLearner,cluster.SimpleKMeans)
S3method(predictLearner,cluster.XMeans)
S3method(predictLearner,regr.IBk)
S3method(predictLearner,regr.cforest)
S3method(predictLearner,regr.crs)
S3method(predictLearner,regr.earth)
S3method(predictLearner,regr.fnn)
S3method(predictLearner,regr.gbm)
S3method(predictLearner,regr.glmnet)
S3method(predictLearner,regr.kknn)
S3method(predictLearner,regr.km)
S3method(predictLearner,regr.ksvm)
S3method(predictLearner,regr.lm)
S3method(predictLearner,regr.mars)
S3method(predictLearner,regr.mob)
S3method(predictLearner,regr.nnet)
S3method(predictLearner,regr.pcr)
S3method(predictLearner,regr.penalized.lasso)
S3method(predictLearner,regr.penalized.ridge)
S3method(predictLearner,regr.randomForest)
S3method(predictLearner,regr.rpart)
S3method(predictLearner,regr.rsm)
S3method(predictLearner,regr.rvm)
S3method(predictLearner,regr.svm)
S3method(predictLearner,surv.CoxBoost)
S3method(predictLearner,surv.cforest)
S3method(predictLearner,surv.coxph)
S3method(predictLearner,surv.glmboost)
S3method(predictLearner,surv.glmnet)
S3method(predictLearner,surv.penalized)
S3method(predictLearner,surv.randomForestSRC)
S3method(print,Aggregation)
S3method(print,BaggingModel)
S3method(print,BaseWrapper)
S3method(print,BaseWrapperModel)
S3method(print,BenchmarkResult)
S3method(print,ClassifTask)
S3method(print,ClusterTask)
S3method(print,CostSensTask)
S3method(print,FailureModel)
S3method(print,FeatSelControl)
S3method(print,FeatSelResult)
S3method(print,FilterValues)
S3method(print,HoldoutDesc)
S3method(print,ImputationDesc)
S3method(print,Learner)
S3method(print,Measure)
S3method(print,OptModel)
S3method(print,Prediction)
S3method(print,RepCVDesc)
S3method(print,ResampleDesc)
S3method(print,ResampleInstance)
S3method(print,ResamplePrediction)
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,data.frame)
S3method(reimpute,list)
S3method(removeConstantFeatures,Task)
S3method(removeConstantFeatures,data.frame)
S3method(removeHyperPars,BaseWrapper)
S3method(removeHyperPars,Learner)
S3method(setHyperPars2,BaseWrapper)
S3method(setHyperPars2,Learner)
S3method(setPredictType,BaggingWrapper)
S3method(setPredictType,BaseWrapper)
S3method(setPredictType,Learner)
S3method(trainLearner,BaggingWrapper)
S3method(trainLearner,CostSensClassifWrapper)
S3method(trainLearner,CostSensRegrWrapper)
S3method(trainLearner,CostSensWeightedPairsWrapper)
S3method(trainLearner,DownsampleWrapper)
S3method(trainLearner,FeatSelWrapper)
S3method(trainLearner,FilterWrapper)
S3method(trainLearner,ModelMultiplexer)
S3method(trainLearner,OverBaggingWrapper)
S3method(trainLearner,OversampleWrapper)
S3method(trainLearner,PreprocWrapper)
S3method(trainLearner,SMOTEWrapper)
S3method(trainLearner,TuneWrapper)
S3method(trainLearner,UndersampleWrapper)
S3method(trainLearner,WeightedClassesWrapper)
S3method(trainLearner,classif.IBk)
S3method(trainLearner,classif.J48)
S3method(trainLearner,classif.JRip)
S3method(trainLearner,classif.LiblineaRBinary)
S3method(trainLearner,classif.LiblineaRLogReg)
S3method(trainLearner,classif.LiblineaRMultiClass)
S3method(trainLearner,classif.OneR)
S3method(trainLearner,classif.PART)
S3method(trainLearner,classif.ada)
S3method(trainLearner,classif.blackboost)
S3method(trainLearner,classif.boosting)
S3method(trainLearner,classif.cforest)
S3method(trainLearner,classif.ctree)
S3method(trainLearner,classif.fnn)
S3method(trainLearner,classif.gbm)
S3method(trainLearner,classif.geoDA)
S3method(trainLearner,classif.glmboost)
S3method(trainLearner,classif.glmnet)
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.lssvm)
S3method(trainLearner,classif.lvq1)
S3method(trainLearner,classif.mda)
S3method(trainLearner,classif.multinom)
S3method(trainLearner,classif.naiveBayes)
S3method(trainLearner,classif.nnet)
S3method(trainLearner,classif.plr)
S3method(trainLearner,classif.plsDA)
S3method(trainLearner,classif.plsdaCaret)
S3method(trainLearner,classif.qda)
S3method(trainLearner,classif.quaDA)
S3method(trainLearner,classif.randomForest)
S3method(trainLearner,classif.rda)
S3method(trainLearner,classif.rpart)
S3method(trainLearner,classif.rrlda)
S3method(trainLearner,classif.svm)
S3method(trainLearner,cluster.EM)
S3method(trainLearner,cluster.SimpleKMeans)
S3method(trainLearner,cluster.XMeans)
S3method(trainLearner,regr.IBk)
S3method(trainLearner,regr.cforest)
S3method(trainLearner,regr.crs)
S3method(trainLearner,regr.earth)
S3method(trainLearner,regr.fnn)
S3method(trainLearner,regr.gbm)
S3method(trainLearner,regr.glmnet)
S3method(trainLearner,regr.kknn)
S3method(trainLearner,regr.km)
S3method(trainLearner,regr.ksvm)
S3method(trainLearner,regr.lm)
S3method(trainLearner,regr.mars)
S3method(trainLearner,regr.mob)
S3method(trainLearner,regr.nnet)
S3method(trainLearner,regr.pcr)
S3method(trainLearner,regr.penalized.lasso)
S3method(trainLearner,regr.penalized.ridge)
S3method(trainLearner,regr.randomForest)
S3method(trainLearner,regr.rpart)
S3method(trainLearner,regr.rsm)
S3method(trainLearner,regr.rvm)
S3method(trainLearner,regr.svm)
S3method(trainLearner,surv.CoxBoost)
S3method(trainLearner,surv.cforest)
S3method(trainLearner,surv.coxph)
S3method(trainLearner,surv.glmboost)
S3method(trainLearner,surv.glmnet)
S3method(trainLearner,surv.penalized)
S3method(trainLearner,surv.randomForestSRC)
export(G1)
export(G2)
export(acc)
export(addProperties)
export(analyzeFeatSelResult)
export(asROCRPrediction)
export(auc)
export(b632)
export(b632plus)
export(bac)
export(benchmark)
export(ber)
export(bootstrapB632)
export(bootstrapB632plus)
export(bootstrapOOB)
export(cindex)
export(configureMlr)
export(createDummyFeatures)
export(crossval)
export(db)
export(downsample)
export(dropFeatures)
export(dunn)
export(estimateResidualVariance)
export(f1)
export(fdr)
export(featperc)
export(filterFeatures)
export(fn)
export(fnr)
export(fp)
export(fpr)
export(getAggrPerformances)
export(getBaggingModels)
export(getConfMatrix)
export(getCostSensClassifModel)
export(getCostSensRegrModels)
export(getCostSensWeightedPairsModels)
export(getFailureModelMsg)
export(getFeatSelResult)
export(getFilterResult)
export(getFilterValues)
export(getFilteredFeatures)
export(getHyperPars)
export(getLearnerModel)
export(getMlrOptions)
export(getParamSet)
export(getPerformances)
export(getPredictions)
export(getProbabilities)
export(getTaskCosts)
export(getTaskData)
export(getTaskFeatureNames)
export(getTaskFormula)
export(getTaskFormulaAsString)
export(getTaskNFeats)
export(getTaskTargets)
export(getTuneResult)
export(gmean)
export(gpr)
export(hasProperties)
export(holdout)
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(learnerArgsToControl)
export(listFilterMethods)
export(listLearners)
export(listMeasures)
export(mae)
export(makeAggregation)
export(makeBaggingWrapper)
export(makeClassifTask)
export(makeClusterTask)
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(makeFilterWrapper)
export(makeFixedHoldoutInstance)
export(makeImputeMethod)
export(makeImputeWrapper)
export(makeLearner)
export(makeMeasure)
export(makeModelMultiplexer)
export(makeModelMultiplexerParamSet)
export(makeOverBaggingWrapper)
export(makeOversampleWrapper)
export(makePreprocWrapper)
export(makeRLearner)
export(makeRLearnerClassif)
export(makeRLearnerCluster)
export(makeRLearnerRegr)
export(makeRLearnerSurv)
export(makeRegrTask)
export(makeResampleDesc)
export(makeResampleInstance)
export(makeSMOTEWrapper)
export(makeSurvTask)
export(makeTuneControlCMAES)
export(makeTuneControlGenSA)
export(makeTuneControlGrid)
export(makeTuneControlIrace)
export(makeTuneControlRandom)
export(makeTuneMultiCritControlGrid)
export(makeTuneMultiCritControlNSGA2)
export(makeTuneMultiCritControlRandom)
export(makeTuneWrapper)
export(makeUndersampleWrapper)
export(makeWeightedClassesWrapper)
export(makeWrappedModel)
export(mcc)
export(mcp)
export(meancosts)
export(medae)
export(medse)
export(mmce)
export(mse)
export(multiclass.auc)
export(normalizeFeatures)
export(npv)
export(oversample)
export(performance)
export(plotFilterValues)
export(plotLearnerPrediction)
export(plotThreshVsPerf)
export(plotTuneMultiCritResult)
export(ppv)
export(predictLearner)
export(reimpute)
export(removeConstantFeatures)
export(removeHyperPars)
export(removeProperties)
export(repcv)
export(resample)
export(rmse)
export(sae)
export(selectFeatures)
export(setAggregation)
export(setHyperPars)
export(setHyperPars2)
export(setId)
export(setPredictType)
export(setProperties)
export(setThreshold)
export(showHyperPars)
export(silhouette)
export(smote)
export(sse)
export(subsample)
export(subsetTask)
export(test.max)
export(test.mean)
export(test.median)
export(test.min)
export(test.range)
export(test.sd)
export(test.sqrt.of.mean)
export(test.sum)
export(testgroup.mean)
export(timeboth)
export(timepredict)
export(timetrain)
export(tn)
export(tnr)
export(tp)
export(tpr)
export(train)
export(train.max)
export(train.mean)
export(train.median)
export(train.min)
export(train.range)
export(train.sd)
export(train.sqrt.of.mean)
export(train.sum)
export(trainLearner)
export(tuneParams)
export(tuneParamsMultiCrit)
export(tuneThreshold)
export(undersample)
import(BBmisc)
import(ParamHelpers)
import(checkmate)
import(parallelMap)
importFrom(codetools,findGlobals)
importFrom(stats,predict)
importFrom(survival,Surv)
importFrom(survival,is.Surv)
useDynLib(mlr,c_smote)
