Files in mlr

Machine Learning in R

NEWS.md R/OverUndersampleWrapper.R R/RLearner_classif_ada.R R/PreprocWrapper.R R/ChainModel_operators.R R/RLearner_classif_PART.R R/generateLearningCurve.R R/BaseWrapper.R R/hasFunctionalFeatures.R R/RLearner_classif_glmnet.R R/RLearner_classif_naiveBayes.R R/RLearner_classif_LiblineaRL2LogReg.R R/BenchmarkResult_operators.R R/options.R R/Aggregation.R R/ResampleDesc.R R/CostSensTask.R R/plotBMRSummary.R R/MultilabelStackingWrapper.R R/RLearner_classif_rda.R R/RemoveConstantFeaturesWrapper.R R/getMultilabelBinaryPerformances.R R/makeLearner.R R/checkTaskSubset.R R/RLearner_classif_fdausc.kernel.R R/plotResiduals.R R/RLearner_classif_glmboost.R R/RLearner_classif_featureless.R R/SMOTEWrapper.R R/MulticlassWrapper.R R/mutateBits.R R/TuneControlGenSA.R R/RLearner_classif_LiblineaRL2L1SVC.R R/RLearner_classif_h2ogbm.R R/RLearner_classif_LiblineaRL1LogReg.R R/normalizeFeatures.R R/configureMlr.R R/RLearner_classif_kknn.R R/RLearner_multilabel_cforest.R R/RLearner_surv_cvglmnet.R R/evalOptimizationState.R R/RLearner_regr_IBk.R R/Learner.R R/MultilabelBinaryRelevanceWrapper.R R/RLearner_classif_rotationForest.R R/selectFeaturesExhaustive.R R/RLearner_cluster_kmeans.R R/tuneParams.R R/getResampleExtract.R R/extractFDAFeaturesMethods.R R/train.R R/TuneControlDesign.R R/TuneMultiCritControl.R R/getTuneThresholdExtra.R R/RLearner_regr_pcr.R R/RLearner_regr_h2ogbm.R R/RLearner_regr_btgpllm.R R/ClassifTask.R R/tuneRandom.R R/RLearner_surv_cforest.R R/RLearner_classif_gaterSVM.R R/RLearner_regr_rsm.R R/PreprocWrapperCaret.R R/RLearner_cluster_dbscan.R R/RLearner_regr_fnn.R R/cache_helpers.R R/RLearner_regr_svm.R R/joinClassLevels.R R/RLearner_classif_fdausc.knn.R R/FeatSelControlSequential.R R/datasets.R R/FeatSelControlExhaustive.R R/RLearner_regr_penalized.R R/RLearner_classif_earth.R R/RLearner_surv_rpart.R R/RLearner_classif_JRip.R R/friedmanTestBMR.R R/RLearner_classif_probit.R R/RLearner_classif_sda.R R/benchmark_helpers.R R/RLearner_regr_featureless.R R/RLearner.R R/RLearner_regr_glmboost.R R/RLearner_classif_FDboost.R R/RLearner_classif_knn.R R/RLearner_regr_LiblineaRL2L1SVR.R R/RLearner_regr_lm.R R/RLearner_classif_lssvm.R R/ModelMultiplexer.R R/RLearner_regr_cforest.R R/FeatSelControlGA.R R/aggregations.R R/RLearner_classif_ksvm.R R/resample.R R/ResampleResult_operators.R R/RLearner_classif_penalized.R R/Task.R R/RLearner_classif_OneR.R R/getClassWeightParam.R R/StackedLearner.R R/checkTask.R R/RLearner_classif_h2odeeplearning.R R/Measure_operators.R R/selectFeaturesGA.R R/ClusterTask.R R/capLargeValues.R R/RLearner_classif_gausspr.R R/getResamplingIndices.R R/RLearner_regr_mob.R R/CostSensClassifWrapper.R R/RLearner_classif_rpart.R R/SupervisedTask.R R/RLearner_surv_gbm.R R/ImputeWrapper.R R/convertX.R R/createSpatialResamplingPlots.R R/ClassificationViaRegressionWrapper.R R/RLearner_surv_glmnet.R R/RLearner_classif_logreg.R R/RLearner_regr_brnn.R R/RLearner_classif_lvq1.R R/Learner_properties.R R/getFeatureImportance.R R/RLearner_classif_boosting.R R/RLearner_classif_fdausc.glm.R R/tuneDesign.R R/RLearner_regr_FDboost.R R/Filter.R R/tuneMBO.R R/BenchmarkResultOrderLevels.R R/makeLearners.R R/RLearner_regr_plsr.R R/tuneMultiCritNSGA2.R R/getConfMatrix.R R/TuneMultiCritControlMBO.R R/plotLearnerPrediction.R R/RLearner_regr_ctree.R R/RLearner_classif_LiblineaRMultiClassSVC.R R/getHyperPars.R R/RLearner_regr_glmnet.R R/relativeOverfitting.R R/RLearner_classif_qda.R R/getFeatSelResult.R R/generateHyperParsEffect.R R/learners.R R/SurvTask.R R/predict.R R/RLearner_classif_bst.R R/BaseEnsemble_operators.R R/BaseWrapper_operators.R R/RLearner_regr_gausspr.R R/simplifyMeasureNames.R R/setPredictThreshold.R R/TuneControl.R R/resample_convenience.R R/RLearner_regr_btlm.R R/RLearner_classif_ranger.R R/generateFeatureImportance.R R/checkBMRMeasure.R R/RLearner_regr_bcart.R R/checkAggrBeforeResample.R R/checkLearner.R R/TuneControlRandom.R R/RLearner_classif_neuralnet.R R/plotCritDifferences.R R/plotBMRBoxplots.R R/RLearner_regr_ksvm.R R/RLearner_classif_clusterSVM.R R/FeatSelResult.R R/WeightedClassesWrapper.R R/Measure_custom_resampled.R R/RLearner_regr_cubist.R R/selectFeaturesRandom.R R/Prediction_operators.R R/downsample.R R/benchmark.R R/createDummyFeatures.R R/CostSensRegrWrapper.R R/MultilabelClassifierChainsWrapper.R R/OverBaggingWrapper.R R/RLearner_regr_earth.R R/removeHyperPars.R R/performance.R R/setId.R R/RLearner_classif_nnet.R R/getOOBPreds.R R/ModelMultiplexerParamSet.R R/selectFeatures.R R/getCaretParamSet.R R/tuneMultiCritGrid.R R/RLearner_regr_h2oglm.R R/setHyperPars.R R/RLearner_surv_gamboost.R R/RLearner_cluster_cmeans.R R/RLearner_classif_multinom.R R/FeatSelControlRandom.R R/RLearner_classif_dcSVM.R R/RLearner_multilabel_rFerns.R R/Measure_properties.R R/getNestedTuneResults.R R/RLearner_classif_adaboostm1.R R/RLearner_classif_xgboost.R R/MultilabelNestedStackingWrapper.R R/RLearner_surv_coxph.R R/RLearner_regr_nnet.R R/FilterEnsemble.R R/TuneMultiCritControlGrid.R R/RLearner_regr_bst.R R/RLearner_classif_fgam.R R/RLearner_classif_mlp.R R/listLearners.R R/generateThreshVsPerf.R R/calculateConfusionMatrix.R R/dropFeatures.R R/RLearner_classif_cforest.R R/plotTuneMultiCritResult.R R/ChainModel.R R/RLearner_regr_randomForest.R R/RLearner_cluster_XMeans.R R/Learner_operators.R R/RLearner_classif_fnn.R R/RLearner_regr_h2odeeplearning.R R/setPredictType.R R/RLearner_cluster_MiniBatchKmeans.R R/RLearner_classif_fdausc.np.R R/TuneResult.R R/RLearner_regr_gamboost.R R/trainLearner.R R/RLearner_classif_gamboost.R R/smote.R R/ResamplePrediction.R R/TuneMultiCritResult.R R/WrappedModel.R R/RLearner_regr_xgboost.R R/utils_plot.R R/OptWrapper.R R/getTaskConstructorForLearner.R R/checkTargetPreproc.R R/asROCRPrediction.R R/RLearner_classif_binomial.R R/getFunctionalFeatures.R R/RLearner_regr_blm.R R/tuneCMAES.R R/Measure.R R/convertMLBenchObjToTask.R R/tunerFitnFun.R R/extractFDAFeatures.R R/TuneMultiCritControlNSGA2.R R/TuneControlIrace.R R/setThreshold.R R/NoFeaturesModel.R R/utils_opt.R R/crossover.R R/helpers_FDGAMBoost.R R/UnsupervisedTask.R R/MultilabelDBRWrapper.R R/ResampleInstances.R R/TuneControlCMAES.R R/RLearner_classif_saeDNN.R R/RLearner_classif_randomForest.R R/TuneControlMBO.R R/RLearner_classif_ctree.R R/RLearner_cluster_Cobweb.R R/RLearner_regr_bgp.R R/RLearner_classif_nnTrain.R R/tuneThreshold.R R/BaseEnsemble.R R/DownsampleWrapper.R R/OverUnderSampling.R R/helpers_fda.R R/RLearner_classif_mda.R R/RLearner_regr_glm.R R/friedmanPostHocTestBMR.R R/ConstantClassWrapper.R R/CostSensWeightedPairsWrapper.R R/filterFeatures.R R/RLearner_surv_ranger.R R/ResampleInstance.R R/FeatSelControl.R R/getTuneResult.R R/RLearner_classif_C50.R R/generateCalibration.R R/mergeSmallFactorLevels.R R/tuneGrid.R R/tuneGenSA.R R/Task_operators.R R/TuneWrapper.R R/RLearner_classif_sparseLDA.R R/ResampleResult.R R/Measure_make_cost.R R/parallelization.R R/predictLearner.R R/RLearner_regr_crs.R R/RLearner_regr_LiblineaRL2L2SVR.R R/OptResult.R R/makeFunctionalData.R R/estimateResidualVariance.R R/RLearner_regr_h2orandomForest.R R/tuneParamsMultiCrit.R R/removeConstantFeatures.R R/RLearner_cluster_FarthestFirst.R R/plotBMRRanksAsBarChart.R R/zzz.R R/RLearner_classif_lda.R R/HomogeneousEnsemble.R R/FilterWrapper.R R/RLearner_regr_rpart.R R/checkMeasures.R R/extractFDAFeaturesWrapper.R R/RLearner_regr_fgam.R R/RLearner_classif_J48.R R/Impute.R R/RLearner_regr_kknn.R R/RLearner_regr_ranger.R R/RLearner_classif_RRF.R R/selectFeaturesSequential.R R/RLearner_classif_plsdaCaret.R R/analyzeFeatSelResult.R R/checkPrediction.R R/generateFilterValues.R R/RLearner_classif_h2oglm.R R/measures.R R/RLearner_classif_gbm.R R/RLearner_regr_frbs.R R/RLearner_classif_LiblineaRL1L2SVC.R R/generatePartialDependence.R R/RLearner_surv_glmboost.R R/Measure_colAUC.R R/convertBMRToRankMatrix.R R/TuneControlGrid.R R/checkTunerParset.R R/summarizeColumns.R R/learnerArgsToControl.R R/RLearner_cluster_EM.R R/RLearner_classif_dbnDNN.R R/RLearner_regr_mars.R R/RLearner_regr_btgp.R R/RLearner_classif_cvglmnet.R R/HoldoutInstance_make_fixed.R R/RLearner_regr_km.R R/listMeasures.R R/fixDataForLearner.R R/RLearner_classif_plr.R R/Prediction.R R/RLearner_classif_LiblineaRL2SVC.R R/mergeBenchmarkResults.R R/tuneIrace.R R/RLearner_classif_svm.R R/helpers.R R/batchmark.R R/TuneMultiCritControlRandom.R R/RLearner_classif_h2orandomForest.R R/RLearner_regr_cvglmnet.R R/RLearner_regr_evtree.R R/calculateROCMeasures.R R/logFunOpt.R R/utils_imbalancy.R R/RLearner_classif_rFerns.R R/RLearner_regr_bgpllm.R R/checkLearnerBeforeTrain.R R/RLearner_classif_pamr.R R/tuneMultiCritRandom.R R/summarizeLevels.R R/RegrTask.R R/MultilabelTask.R R/DummyFeaturesWrapper.R R/utils.R R/RLearner_regr_rvm.R R/BaggingWrapper.R R/FailureModel.R R/RLearner_classif_IBk.R R/RLearner_regr_laGP.R R/ImputeMethods.R R/getParamSet.R R/RLearner_cluster_SimpleKMeans.R R/RLearner_cluster_kkmeans.R R/FeatSelWrapper.R R/TaskDesc.R R/OptControl.R R/RLearner_regr_RRF.R R/RLearner_regr_gbm.R R/RLearner_classif_evtree.R R/RLearner_regr_GPfit.R R/helpLearner.R inst/makeData.R inst/doc/mlr.R inst/doc/mlr.Rmd inst/examples/MultilabelWrapper.R tests/testthat.R tests/testthat/test_base_TaskDesc.R tests/testthat/test_base_measures.R tests/testthat/test_regr_crs.R tests/testthat/test_base_plotResiduals.R tests/testthat/test_learners_all_multilabel.R tests/testthat/test_base_predict.R tests/testthat/test_base_generateCalibration.R tests/testthat/test_classif_glmboost.R tests/testthat/test_classif_sda.R tests/testthat/test_regr_bcart.R tests/testthat/test_base_prediction_operators.R tests/testthat/test_base_setPredictType.R tests/testthat/test_regr_laGP.R tests/testthat/test_base_chains.R tests/testthat/test_classif_h2odeeplearning.R tests/testthat/test_regr_bgpllm.R tests/testthat/test_regr_glm.R tests/testthat/test_featsel_rankSimpleFilters.R tests/testthat/test_classif_featureless.R tests/testthat/test_classif_cvglmnet.R tests/testthat/test_regr_blm.R tests/testthat/test_classif_rpart.R tests/testthat/test_base_convertBMRToRankMatrix.R tests/testthat/test_base_getParamSet.R tests/testthat/test_regr_fgam.R tests/testthat/test_learners_all_clusters.R tests/testthat/test_base_BaseWrapper.R tests/testthat/test_regr_bst.R tests/testthat/test_classif_ctree.R tests/testthat/test_multilabel_cforest.R tests/testthat/test_featsel_FilterWrapper.R tests/testthat/test_base_SupervisedTask.R tests/testthat/test_classif_LiblineaRL2SVC.R tests/testthat/test_regr_LiblineaRL2L1SVR.R tests/testthat/test_base_DummyFeaturesWrapper.R tests/testthat/test_stack.R tests/testthat/test_base_orderedfactors.R tests/testthat/test_classif_lssvm.R tests/testthat/test_classif_rotationForest.R tests/testthat/test_base_plotCritDifferences.R tests/testthat/test_base_calculateROCMeasures.R tests/testthat/test_tune_tuneMBO.R tests/testthat/test_classif_fdausc.np.R tests/testthat/test_base_spcv.R tests/testthat/test_base_ConstantClassWrapper.R tests/testthat/test_base_blocking.R tests/testthat/test_regr_RRF.R tests/testthat/test_featsel_generateFilterValuesData.R tests/testthat/test_classif_ada.R tests/testthat/test_base_Learner_properties.R tests/testthat/test_base_costs.R tests/testthat/test_classif_fdausc.kernel.R tests/testthat/test_classif_gaterSVM.R tests/testthat/test_classif_IBk.R tests/testthat/test_learners_all_classif.R tests/testthat/test_base_normalizeFeatures.R tests/testthat/test_classif_h2orandomForest.R tests/testthat/test_regr_LiblineaRL2L2SVR.R tests/testthat/test_tune_tuneParamsMultiCrit.R tests/testthat/test_classif_boost.R tests/testthat/test_classif_sparseLDA.R tests/testthat/test_learners_all_surv.R tests/testthat/test_base_checkTaskLearner.R tests/testthat/test_base_fda_extractFDAFeaturesMethods.R tests/testthat/test_classif_ranger.R tests/testthat/test_base_helpLearner.R tests/testthat/test_classif_mlp.R tests/testthat/test_surv_gbm.R tests/testthat/test_base_caching.R tests/testthat/test_base_multilabel.R tests/testthat/test_regr_cubist.R tests/testthat/test_base_resample_growingwindowcv.R tests/testthat/test_base_BaseEnsemble.R tests/testthat/test_classif_RRF.R tests/testthat/test_classif_dbnDNN.R tests/testthat/test_tune_tuneGrid.R tests/testthat/test_base_resample_b632plus.R tests/testthat/test_classif_randomForest.R tests/testthat/test_classif_gausspr.R tests/testthat/test_base_generateHyperParsEffect.R tests/testthat/test_base_resample_operators.R tests/testthat/test_classif_h2oglm.R tests/testthat/test_classif_saeDNN.R tests/testthat/test_classif_naiveBayes.R tests/testthat/test_base_multilabelWrapperIds.R tests/testthat/test_base_makeTask.R tests/testthat/test_regr_brnn.R tests/testthat/test_base_resample_loo.R tests/testthat/test_base_makeLearners.R tests/testthat/test_classif_lda.R tests/testthat/test_surv_gamboost.R tests/testthat/test_regr_plsr.R tests/testthat/test_cluster_FarthestFirst.R tests/testthat/test_regr_h2odeeplearning.R tests/testthat/helper_mock_learners.R tests/testthat/test_regr_h2orandomForest.R tests/testthat/test_classif_FDboost.R tests/testthat/test_base_getTaskData.R tests/testthat/test_cluster_EM.R tests/testthat/test_classif_plr.R tests/testthat/test_classif_fdausc.glm.R tests/testthat/test_base_aggregations.R tests/testthat/test_regr_frbs.R tests/testthat/test_base_UnsupervisedTask.R tests/testthat/test_regr_svm.R tests/testthat/test_regr_cforest.R tests/testthat/test_base_convertMLBenchObjToTask.R tests/testthat/test_base_debugdump.R tests/testthat/test_featsel_praznik.R tests/testthat/test_classif_binomial.R tests/testthat/test_base_benchmark.R tests/testthat/test_regr_GPfit.R tests/testthat/test_base_plotLearnerPrediction.R tests/testthat/test_base_capLargeValues.R tests/testthat/test_regr_btlm.R tests/testthat/test_base_resample_getResamplingIndices.R tests/testthat/test_base_resample_bs.R tests/testthat/test_base_getFeatureImportance.R tests/testthat/test_classif_plsdaCaret.R tests/testthat/test_base_clustering.R tests/testthat/test_base_summarizeColumns.R tests/testthat/test_base_generateLearningCurve.R tests/testthat/test_base_mergeSmallFactorLevels.R tests/testthat/test_base_createDummyFeatures.R tests/testthat/test_regr_FDboost.R tests/testthat/test_classif_h2ogbm.R tests/testthat/test_tune_tuneDesign.R tests/testthat/test_base_configureMlr.R tests/testthat/test_base_plotBMRBoxplots.R tests/testthat/test_featsel_fselectorrcpp.R tests/testthat/test_base_imbal_weightedclasses.R tests/testthat/test_classif_adaboostm1.R tests/testthat/test_regr_btgp.R tests/testthat/test_base_resample_weights.R tests/testthat/test_regr_gamboost.R tests/testthat/test_regr_h2oglm.R tests/testthat/test_base_generatePartialDependence.R tests/testthat/test_base_BaggingWrapper.R tests/testthat/test_base_tuneThreshold.R tests/testthat/test_classif_fgam.R tests/testthat/test_classif_LibLineaRMultiClassSVC.R tests/testthat/test_cluster_kkmeans.R tests/testthat/test_classif_LiblineaRL1LogReg.R tests/testthat/test_base_Learner.R tests/testthat/test_regr_h2ogbm.R tests/testthat/test_base_imbal_overbagging.R tests/testthat/test_classif_LiblineaRL1L2SVC.R tests/testthat/test_base_fda_extractFDAFeatures.R tests/testthat/test_regr_ranger.R tests/testthat/test_base_checkTaskSubset.R tests/testthat/test_parallel_mpi.R tests/testthat/test_base_resample_stratify.R tests/testthat/test_tune_ModelMultiplexer.R tests/testthat/test_regr_btgpllm.R tests/testthat/test_regr_glmboost.R tests/testthat/test_classif_fdausc.knn.R tests/testthat/test_base_resample_makeResampleDesc.R tests/testthat/test_classif_OneR.R tests/testthat/test_learners_all_general.R tests/testthat/test_base_summarizeLevels.R tests/testthat/test_base_relativeOverfitting.R tests/testthat/test_base_createSpatialResamplingPlots.R tests/testthat/test_regr_ksvm.R tests/testthat/test_cluster_Cobweb.R tests/testthat/test_featsel_FeatSelWrapper.R tests/testthat/test_regr_nnet.R tests/testthat/test_classif_LiblineaRL2L1SVC.R tests/testthat/test_lint.R tests/testthat/test_classif_nnTrain.R tests/testthat/test_learners_all_regr.R tests/testthat/test_classif_earth.R tests/testthat/test_base_fda_extractFDAFeaturesWrapper.R tests/testthat/test_base_mergeBenchmarkResults.R tests/testthat/test_base_checkData.R tests/testthat/test_classif_rFerns.R tests/testthat/test_surv_glmboost.R tests/testthat/test_tune_getTuneResultOptPath.R tests/testthat/test_cluster_dbscan.R tests/testthat/test_base_resample_holdout.R tests/testthat/test_regr_fnn.R tests/testthat/test_regr_bgp.R tests/testthat/test_surv_cvglmnet.R tests/testthat/test_base_batchmark.R tests/testthat/test_featsel_selectFeatures.R tests/testthat/test_base_impute.R tests/testthat/test_base_getTaskFormula.R tests/testthat/test_surv_glmnet.R tests/testthat/test_cluster_MiniBatchKmeans.R tests/testthat/test_tuneParams.R tests/testthat/test_tune_tuneCMAES.R tests/testthat/test_base_fda.R tests/testthat/test_base_generateThreshVsPerf.R tests/testthat/test_classif_gbm.R tests/testthat/test_base_TuneWrapper.R tests/testthat/test_classif_PART.R tests/testthat/test_cluster_kmeans.R tests/testthat/test_classif_multinom.R tests/testthat/test_featsel_filters.R tests/testthat/test_base_tuning.R tests/testthat/test_surv_cforest.R tests/testthat/test_regr_featureless.R tests/testthat/test_classif_ksvm.R tests/testthat/test_classif_mda.R tests/testthat/test_tune_tuneIrace.R tests/testthat/test_base_resample_convenience.R tests/testthat/test_base_helpers.R tests/testthat/test_classif_evtree.R tests/testthat/test_base_costsens.R tests/testthat/test_featsel_plotFilterValues.R tests/testthat/test_base_FailureModel.R tests/testthat/test_classif_penalized.R tests/testthat/helper_zzz.R tests/testthat/test_regr_xgboost.R tests/testthat/test_base_hyperpars.R tests/testthat/test_regr_kknn.R tests/testthat/test_base_getHyperPars.R tests/testthat/test_base_downsample.R tests/testthat/test_featsel_analyzeFeatSelResult.R tests/testthat/test_base_MulticlassWrapper.R tests/testthat/test_base_imbal_smote.R tests/testthat/test_classif_pamr.R tests/testthat/test_base_resample_subsample.R tests/testthat/test_base_generateFeatureImportanceData.R tests/testthat/test_classif_glmnet.R tests/testthat/helper_funs.R tests/testthat/test_classif_bst.R tests/testthat/test_regr_glmnet.R tests/testthat/test_surv_measures.R tests/testthat/test_classif_cforest.R tests/testthat/test_surv_rpart.R tests/testthat/test_classif_logreg.R tests/testthat/test_base_PreprocWrapperCaret.R tests/testthat/test_base_performance.R tests/testthat/test_classif_JRip.R tests/testthat/test_base_ModelMultiplexer.R tests/testthat/test_base_simplifyMeasureNames.R tests/testthat/test_regr_penalized.R tests/testthat/test_base_selectFeatures.R tests/testthat/test_cluster_cmeans.R tests/testthat/test_base_PreprocWrapper.R tests/testthat/test_base_train.R tests/testthat/test_base_estimateResidualVariance.R tests/testthat/test_classif_LiblineaRL2LogReg.R tests/testthat/test_surv_ranger.R tests/testthat/test_regr_rsm.R tests/testthat/test_cluster_XMeans.R tests/testthat/test_base_plotBMRRanksAsBarChart.R tests/testthat/test_base_NoFeaturesModel.R tests/testthat/test_regr_mob.R tests/testthat/test_base_learnerArgsToControl.R tests/testthat/test_regr_ctree.R tests/testthat/test_base_getCaretParamSet.R tests/testthat/helper_objects.R tests/testthat/test_base_ClassificationViaRegressionWrapper.R tests/testthat/test_classif_kknn.R tests/testthat/test_base_plotBMRSummary.R tests/testthat/test_classif_clusterSVM.R tests/testthat/test_classif_C50.R tests/testthat/test_classif_qda.R tests/testthat/test_base_removeConstantFeatures.R tests/testthat/test_base_listLearners.R tests/testthat/test_base_getOOBPreds.R tests/testthat/test_base_weights.R tests/testthat/test_classif_neuralnet.R tests/testthat/test_regr_rpart.R tests/testthat/test_classif_probit.R tests/testthat/test_base_dropFeatures.R tests/testthat/test_base_fixed_indices_cv.R tests/testthat/test_classif_gamboost.R tests/testthat/test_learners_classiflabelswitch.R tests/testthat/test_base_resample_cv.R tests/testthat/test_base_resample_fixedwindowcv.R tests/testthat/test_base_joinClassLevels.R tests/testthat/test_classif_xgboost.R tests/testthat/test_regr_gausspr.R tests/testthat/test_featsel_selectFeaturesSequential.R tests/testthat/test_cluster_SimpleKMeans.R tests/testthat/helper_learners_all.R tests/testthat/test_surv_coxph.R tests/testthat/test_classif_nnet.R tests/testthat/test_base_imbal_overundersample.R tests/testthat/test_regr_earth.R tests/testthat/test_base_orderBMRLevels.R tests/testthat/test_regr_randomForest.R tests/testthat/test_classif_rda.R tests/testthat/test_base_resample_b632.R tests/testthat/test_classif_dcSVM.R tests/testthat/test_tune_tuneThreshold.R tests/testthat/test_tune_tuneRandom.R tests/testthat/test_classif_knn.R tests/testthat/test_base_resample.R tests/testthat/test_regr_gbm.R tests/testthat/test_regr_cvglmnet.R tests/testthat/test_base_calculateConfusionMatrix.R tests/testthat/test_regr_IBk.R tests/testthat/test_regr_lm.R tests/testthat/test_regr_evtree.R tests/testthat/test_classif_svm.R tests/testthat/test_classif_fnn.R tests/testthat/helper_helpers.R tests/testthat/test_base_resample_repcv.R tests/testthat/test_tune_tuneGenSA.R tests/testthat/test_classif_J48.R tests/testthat/test_regr_km.R vignettes/mlr.Rmd man/calculateConfusionMatrix.Rd man/makeMultilabelStackingWrapper.Rd man/getBMRMeasures.Rd man/mlrFamilies.Rd man/tuneParamsMultiCrit.Rd man/asROCRPrediction.Rd man/yeast.task.Rd man/getBMRAggrPerformances.Rd man/listFilterMethods.Rd man/plotTuneMultiCritResult.Rd man/setMeasurePars.Rd man/TuneResult.Rd man/makeClassificationViaRegressionWrapper.Rd man/Prediction.Rd man/plotLearnerPrediction.Rd man/getTaskType.Rd man/makeTuneControlDesign.Rd man/normalizeFeatures.Rd man/friedmanTestBMR.Rd man/generateFeatureImportanceData.Rd man/generatePartialDependenceData.Rd man/getTuneResult.Rd man/plotBMRBoxplots.Rd man/setLearnerId.Rd man/makeStackedLearner.Rd man/estimateResidualVariance.Rd man/makeCostSensWeightedPairsWrapper.Rd man/plotCalibration.Rd man/getBMRModels.Rd man/makeTuneWrapper.Rd man/isFailureModel.Rd man/reimpute.Rd man/makeTuneControlGrid.Rd man/extractFDAMultiResFeatures.Rd man/tuneParams.Rd man/makeRemoveConstantFeaturesWrapper.Rd man/makeUndersampleWrapper.Rd man/getCaretParamSet.Rd man/extractFDABsignal.Rd man/summarizeColumns.Rd man/oversample.Rd man/getTaskFeatureNames.Rd man/makeTuneControlIrace.Rd man/getBMRMeasureIds.Rd man/makeDownsampleWrapper.Rd man/getConfMatrix.Rd man/getFeatureImportance.Rd man/agri.task.Rd man/getFeatureImportanceLearner.Rd man/getTaskClassLevels.Rd man/estimateRelativeOverfitting.Rd man/makeTaskDesc.Rd man/getRRDump.Rd man/getFunctionalFeatures.Rd man/plotFilterValues.Rd man/lung.task.Rd man/makePreprocWrapperCaret.Rd man/makeModelMultiplexer.Rd man/listLearners.Rd man/mtcars.task.Rd man/makeModelMultiplexerParamSet.Rd man/downsample.Rd man/makeFilterEnsemble.Rd man/sonar.task.Rd man/getLearnerId.Rd man/getLearnerShortName.Rd man/makeMultilabelNestedStackingWrapper.Rd man/benchmark.Rd man/getOOBPredsLearner.Rd man/smote.Rd man/generateHyperParsEffectData.Rd man/getTaskTargetNames.Rd man/capLargeValues.Rd man/getStackedBaseLearnerPredictions.Rd man/ResamplePrediction.Rd man/getFeatSelResult.Rd man/tuneThreshold.Rd man/getBMRPredictions.Rd man/dropFeatures.Rd man/mergeBenchmarkResults.Rd man/makeMulticlassWrapper.Rd man/getBMRTaskDescriptions.Rd man/ConfusionMatrix.Rd man/getTuneResultOptPath.Rd man/getPredictionResponse.Rd man/makeConstantClassWrapper.Rd man/makeFilter.Rd man/getLearnerNote.Rd man/generateThreshVsPerfData.Rd man/filterFeatures.Rd man/predict.WrappedModel.Rd man/plotROCCurves.Rd man/BenchmarkResult.Rd man/getFailureModelMsg.Rd man/makeSMOTEWrapper.Rd man/plotPartialDependence.Rd man/makeCustomResampledMeasure.Rd man/summarizeLevels.Rd man/getDefaultMeasure.Rd man/getClassWeightParam.Rd man/getResamplingIndices.Rd man/getMlrOptions.Rd man/getParamSet.Rd man/makeTuneControlGenSA.Rd man/plotCritDifferences.Rd man/performance.Rd man/getBMRLearnerIds.Rd man/joinClassLevels.Rd man/reextractFDAFeatures.Rd man/Task.Rd man/makeImputeWrapper.Rd man/getBMRLearnerShortNames.Rd man/getRRPredictions.Rd man/makeDummyFeaturesWrapper.Rd man/getPredictionProbabilities.Rd man/subsetTask.Rd man/getRRTaskDescription.Rd man/makeCostMeasure.Rd man/setHyperPars2.Rd man/getPredictionDump.Rd man/getMultilabelBinaryPerformances.Rd man/configureMlr.Rd man/getLearnerParamSet.Rd man/extractFDAFeatures.Rd man/TuneMultiCritControl.Rd man/removeHyperPars.Rd man/getTaskDescription.Rd man/convertMLBenchObjToTask.Rd man/MultilabelTask.Rd man/makeLearner.Rd man/getRRTaskDesc.Rd man/getHyperPars.Rd man/getLearnerParVals.Rd man/extractFDADTWKernel.Rd man/makeResampleDesc.Rd man/hasFunctionalFeatures.Rd man/setId.Rd man/getFilteredFeatures.Rd man/makeMultilabelBinaryRelevanceWrapper.Rd man/getHomogeneousEnsembleModels.Rd man/bh.task.Rd man/makeFunctionalData.Rd man/listLearnerProperties.Rd man/makeFeatSelWrapper.Rd man/makeResampleInstance.Rd man/getTaskNFeats.Rd man/extractFDATsfeatures.Rd man/makeWrappedModel.Rd man/getFailureModelDump.Rd man/plotLearningCurve.Rd man/makeMultilabelClassifierChainsWrapper.Rd man/crossover.Rd man/analyzeFeatSelResult.Rd man/learnerArgsToControl.Rd man/aggregations.Rd man/makeOverBaggingWrapper.Rd man/getOOBPreds.Rd man/makeRLearner.classif.fdausc.np.Rd man/impute.Rd man/removeConstantFeatures.Rd man/makeExtractFDAFeatMethod.Rd man/createSpatialResamplingPlots.Rd man/getNestedTuneResultsOptPathDf.Rd man/makeChainModel.Rd man/makeMultilabelDBRWrapper.Rd man/LearnerProperties.Rd man/FeatSelResult.Rd man/learners.Rd man/fuelsubset.task.Rd man/setPredictType.Rd man/trainLearner.Rd man/spam.task.Rd man/getTaskCosts.Rd man/getLearnerPackages.Rd man/getTaskSize.Rd man/RegrTask.Rd man/addRRMeasure.Rd man/batchmark.Rd man/makeFilterWrapper.Rd man/getTaskId.Rd man/makeMeasure.Rd man/makeTuneControlMBO.Rd man/listMeasures.Rd man/generateLearningCurveData.Rd man/train.Rd man/phoneme.task.Rd man/plotBMRRanksAsBarChart.Rd man/makeLearners.Rd man/predictLearner.Rd man/gunpoint.task.Rd man/listMeasureProperties.Rd man/makeRLearner.classif.fdausc.glm.Rd man/Aggregation.Rd man/plotThreshVsPerf.Rd man/makeExtractFDAFeatsWrapper.Rd man/makeTaskDescInternal.Rd man/mergeSmallFactorLevels.Rd man/extractFDAFPCA.Rd man/makeBaseWrapper.Rd man/generateCritDifferencesData.Rd man/getBMRTaskDescs.Rd man/checkPredictLearnerOutput.Rd man/makeImputeMethod.Rd man/RLearner.Rd man/friedmanPostHocTestBMR.Rd man/listFilterEnsembleMethods.Rd man/makeTuneControlRandom.Rd man/getLearnerType.Rd man/makeCostSensRegrWrapper.Rd man/listTaskTypes.Rd man/MeasureProperties.Rd man/calculateROCMeasures.Rd man/getBMRFeatSelResults.Rd man/makeCostSensClassifWrapper.Rd man/ClassifTask.Rd man/extractFDAFourier.Rd man/imputations.Rd man/getProbabilities.Rd man/setPredictThreshold.Rd man/makeTuneControlCMAES.Rd man/checkLearner.Rd man/generateFilterValuesData.Rd man/FeatSelControl.Rd man/resample.Rd man/CostSensTask.Rd man/getBMRPerformances.Rd man/makeWeightedClassesWrapper.Rd man/mlr-package.Rd man/TuneControl.Rd man/getRRPredictionList.Rd man/SurvTask.Rd man/ClusterTask.Rd man/ResampleResult.Rd man/getBMRTuneResults.Rd man/plotHyperParsEffect.Rd man/simplifyMeasureNames.Rd man/extractFDAWavelets.Rd man/makeFixedHoldoutInstance.Rd man/makeRLearner.classif.fdausc.kernel.Rd man/wpbc.task.Rd man/getBMRLearners.Rd man/plotBMRSummary.Rd man/bc.task.Rd man/getPredictionTaskDesc.Rd man/measures.Rd man/createDummyFeatures.Rd man/helpLearnerParam.Rd man/getTaskTargets.Rd man/spatial.task.Rd man/parallelization.Rd man/getLearnerModel.Rd man/getTaskData.Rd man/setAggregation.Rd man/setHyperPars.Rd man/generateCalibrationData.Rd man/makeAggregation.Rd man/costiris.task.Rd man/getNestedTuneResultsX.Rd man/FailureModel.Rd man/selectFeatures.Rd man/makeBaggingWrapper.Rd man/getBMRTaskIds.Rd man/reduceBatchmarkResults.Rd man/cache_helpers.Rd man/getTaskFormula.Rd man/getLearnerPredictType.Rd man/changeData.Rd man/TaskDesc.Rd man/iris.task.Rd man/helpLearner.Rd man/TuneMultiCritResult.Rd man/pid.task.Rd man/getTaskDesc.Rd man/plotResiduals.Rd man/convertBMRToRankMatrix.Rd man/makePreprocWrapper.Rd man/setThreshold.Rd man/getBMRFilteredFeatures.Rd man/hasProperties.Rd