Files in berndbischl/mlr
Machine Learning in R

.Rbuildignore
.editorconfig
.github/ISSUE_TEMPLATE.md .github/PULL_REQUEST_TEMPLATE.md
.gitignore
.ignore
.travis.yml
DESCRIPTION
LICENSE
NAMESPACE
NEWS
NEWS.md R/Aggregation.R R/BaggingWrapper.R R/BaseEnsemble.R R/BaseEnsemble_operators.R R/BaseWrapper.R R/BaseWrapper_operators.R R/BenchmarkResultOrderLevels.R R/BenchmarkResult_operators.R R/ChainModel.R R/ChainModel_operators.R R/ClassifTask.R R/ClassificationViaRegressionWrapper.R R/ClusterTask.R R/ConstantClassWrapper.R R/CostSensClassifWrapper.R R/CostSensRegrWrapper.R R/CostSensTask.R R/CostSensWeightedPairsWrapper.R R/DownsampleWrapper.R R/DummyFeaturesWrapper.R R/FailureModel.R R/FeatSelControl.R R/FeatSelControlExhaustive.R R/FeatSelControlGA.R R/FeatSelControlRandom.R R/FeatSelControlSequential.R R/FeatSelResult.R R/FeatSelWrapper.R R/Filter.R R/FilterWrapper.R R/HoldoutInstance_make_fixed.R R/HomogeneousEnsemble.R R/Impute.R R/ImputeMethods.R R/ImputeWrapper.R R/Learner.R R/Learner_operators.R R/Learner_properties.R R/Measure.R R/Measure_colAUC.R R/Measure_custom_resampled.R R/Measure_make_cost.R R/Measure_operators.R R/Measure_properties.R R/ModelMultiplexer.R R/ModelMultiplexerParamSet.R R/MulticlassWrapper.R R/MultilabelBinaryRelevanceWrapper.R R/MultilabelClassifierChainsWrapper.R R/MultilabelDBRWrapper.R R/MultilabelNestedStackingWrapper.R R/MultilabelStackingWrapper.R R/MultilabelTask.R R/NoFeaturesModel.R R/OptControl.R R/OptResult.R R/OptWrapper.R R/OverBaggingWrapper.R R/OverUnderSampling.R R/OverUndersampleWrapper.R R/Prediction.R R/Prediction_operators.R R/PreprocWrapper.R R/PreprocWrapperCaret.R R/RLearner.R R/RLearner_classif_C50.R R/RLearner_classif_IBk.R R/RLearner_classif_J48.R R/RLearner_classif_JRip.R R/RLearner_classif_LiblineaRL1L2SVC.R R/RLearner_classif_LiblineaRL1LogReg.R R/RLearner_classif_LiblineaRL2L1SVC.R R/RLearner_classif_LiblineaRL2LogReg.R R/RLearner_classif_LiblineaRL2SVC.R R/RLearner_classif_LiblineaRMultiClassSVC.R R/RLearner_classif_OneR.R R/RLearner_classif_PART.R R/RLearner_classif_RRF.R R/RLearner_classif_ada.R R/RLearner_classif_adaboostm1.R R/RLearner_classif_bartMachine.R R/RLearner_classif_binomial.R R/RLearner_classif_boosting.R R/RLearner_classif_bst.R R/RLearner_classif_cforest.R R/RLearner_classif_clusterSVM.R R/RLearner_classif_ctree.R R/RLearner_classif_cvglmnet.R R/RLearner_classif_dbnDNN.R R/RLearner_classif_dcSVM.R R/RLearner_classif_earth.R R/RLearner_classif_evtree.R R/RLearner_classif_extraTrees.R R/RLearner_classif_fdausc.glm.R R/RLearner_classif_fdausc.kernel.R R/RLearner_classif_fdausc.knn.R R/RLearner_classif_fdausc.np.R R/RLearner_classif_featureless.R R/RLearner_classif_fnn.R R/RLearner_classif_gamboost.R R/RLearner_classif_gaterSVM.R R/RLearner_classif_gausspr.R R/RLearner_classif_gbm.R R/RLearner_classif_geoDA.R R/RLearner_classif_glmboost.R R/RLearner_classif_glmnet.R R/RLearner_classif_h2odeeplearning.R R/RLearner_classif_h2ogbm.R R/RLearner_classif_h2oglm.R R/RLearner_classif_h2orandomForest.R R/RLearner_classif_kknn.R R/RLearner_classif_knn.R R/RLearner_classif_ksvm.R R/RLearner_classif_lda.R R/RLearner_classif_linDA.R R/RLearner_classif_liquidSVM.R R/RLearner_classif_logreg.R R/RLearner_classif_lssvm.R R/RLearner_classif_lvq1.R R/RLearner_classif_mda.R R/RLearner_classif_mlp.R R/RLearner_classif_multinom.R R/RLearner_classif_naiveBayes.R R/RLearner_classif_neuralnet.R R/RLearner_classif_nnTrain.R R/RLearner_classif_nnet.R R/RLearner_classif_nodeHarvest.R R/RLearner_classif_pamr.R R/RLearner_classif_penalized.R R/RLearner_classif_plr.R R/RLearner_classif_plsdaCaret.R R/RLearner_classif_probit.R R/RLearner_classif_qda.R R/RLearner_classif_quaDA.R R/RLearner_classif_rFerns.R R/RLearner_classif_randomForest.R R/RLearner_classif_randomForestSRC.R R/RLearner_classif_ranger.R R/RLearner_classif_rda.R R/RLearner_classif_rknn.R R/RLearner_classif_rotationForest.R R/RLearner_classif_rpart.R R/RLearner_classif_rrlda.R R/RLearner_classif_saeDNN.R R/RLearner_classif_sda.R R/RLearner_classif_sparseLDA.R R/RLearner_classif_svm.R R/RLearner_classif_xgboost.R R/RLearner_cluster_Cobweb.R R/RLearner_cluster_EM.R R/RLearner_cluster_FarthestFirst.R R/RLearner_cluster_SimpleKMeans.R R/RLearner_cluster_XMeans.R R/RLearner_cluster_cmeans.R R/RLearner_cluster_dbscan.R R/RLearner_cluster_kkmeans.R R/RLearner_cluster_kmeans.R R/RLearner_multilabel_cforest.R R/RLearner_multilabel_rFerns.R R/RLearner_multilabel_randomForestSRC.R R/RLearner_regr_FDboost.R R/RLearner_regr_GPfit.R R/RLearner_regr_IBk.R R/RLearner_regr_LiblineaRL2L1SVR.R R/RLearner_regr_LiblineaRL2L2SVR.R R/RLearner_regr_RRF.R R/RLearner_regr_bartMachine.R R/RLearner_regr_bcart.R R/RLearner_regr_bgp.R R/RLearner_regr_bgpllm.R R/RLearner_regr_blm.R R/RLearner_regr_brnn.R R/RLearner_regr_bst.R R/RLearner_regr_btgp.R R/RLearner_regr_btgpllm.R R/RLearner_regr_btlm.R R/RLearner_regr_cforest.R R/RLearner_regr_crs.R R/RLearner_regr_ctree.R R/RLearner_regr_cubist.R R/RLearner_regr_cvglmnet.R R/RLearner_regr_earth.R R/RLearner_regr_evtree.R R/RLearner_regr_extraTrees.R R/RLearner_regr_featureless.R R/RLearner_regr_fnn.R R/RLearner_regr_frbs.R R/RLearner_regr_gamboost.R R/RLearner_regr_gausspr.R R/RLearner_regr_gbm.R R/RLearner_regr_glm.R R/RLearner_regr_glmboost.R R/RLearner_regr_glmnet.R R/RLearner_regr_h2odeeplearning.R R/RLearner_regr_h2ogbm.R R/RLearner_regr_h2oglm.R R/RLearner_regr_h2orandomForest.R R/RLearner_regr_kknn.R R/RLearner_regr_km.R R/RLearner_regr_ksvm.R R/RLearner_regr_laGP.R R/RLearner_regr_liquidSVM.R R/RLearner_regr_lm.R R/RLearner_regr_mars.R R/RLearner_regr_mob.R R/RLearner_regr_nnet.R R/RLearner_regr_nodeHarvest.R R/RLearner_regr_pcr.R R/RLearner_regr_penalized.R R/RLearner_regr_plsr.R R/RLearner_regr_randomForest.R R/RLearner_regr_randomForestSRC.R R/RLearner_regr_ranger.R R/RLearner_regr_rknn.R R/RLearner_regr_rpart.R R/RLearner_regr_rsm.R R/RLearner_regr_rvm.R R/RLearner_regr_slim.R R/RLearner_regr_svm.R R/RLearner_regr_xgboost.R R/RLearner_surv_CoxBoost.R R/RLearner_surv_cforest.R R/RLearner_surv_coxph.R R/RLearner_surv_cv.CoxBoost.R R/RLearner_surv_cvglmnet.R R/RLearner_surv_gamboost.R R/RLearner_surv_gbm.R R/RLearner_surv_glmboost.R R/RLearner_surv_glmnet.R R/RLearner_surv_randomForestSRC.R R/RLearner_surv_ranger.R R/RLearner_surv_rpart.R R/RegrTask.R R/RemoveConstantFeaturesWrapper.R R/ResampleDesc.R R/ResampleInstance.R R/ResampleInstances.R R/ResamplePrediction.R R/ResampleResult.R R/ResampleResult_operators.R R/SMOTEWrapper.R R/StackedLearner.R R/SupervisedTask.R R/SurvTask.R R/Task.R R/TaskDesc.R R/Task_operators.R R/TuneControl.R R/TuneControlCMAES.R R/TuneControlDesign.R R/TuneControlGenSA.R R/TuneControlGrid.R R/TuneControlIrace.R R/TuneControlMBO.R R/TuneControlRandom.R R/TuneMultiCritControl.R R/TuneMultiCritControlGrid.R R/TuneMultiCritControlMBO.R R/TuneMultiCritControlNSGA2.R R/TuneMultiCritControlRandom.R R/TuneMultiCritResult.R R/TuneResult.R R/TuneWrapper.R R/UnsupervisedTask.R R/WeightedClassesWrapper.R R/WrappedModel.R R/aggregations.R R/analyzeFeatSelResult.R R/asROCRPrediction.R R/aucc.R R/batchmark.R R/benchmark.R R/benchmark_helpers.R R/calculateConfusionMatrix.R R/calculateROCMeasures.R R/capLargeValues.R R/checkAggrBeforeResample.R R/checkBMRMeasure.R R/checkLearner.R R/checkLearnerBeforeTrain.R R/checkMeasures.R R/checkPrediction.R R/checkTargetPreproc.R R/checkTask.R R/checkTaskSubset.R R/checkTunerParset.R R/configureMlr.R R/convertBMRToRankMatrix.R R/convertMLBenchObjToTask.R R/convertX.R R/createDummyFeatures.R R/createSpatialResamplingPlots.R R/crossover.R R/datasets.R R/downsample.R R/dropFeatures.R R/estimateResidualVariance.R R/evalOptimizationState.R R/extractFDAFeatures.R R/extractFDAFeaturesMethods.R R/extractFDAFeaturesWrapper.R R/filterFeatures.R R/fixDataForLearner.R R/friedmanPostHocTestBMR.R R/friedmanTestBMR.R R/generateCalibration.R R/generateFeatureImportance.R R/generateFilterValues.R R/generateHyperParsEffect.R R/generateLearningCurve.R R/generatePartialDependence.R R/generateThreshVsPerf.R R/getCaretParamSet.R R/getClassWeightParam.R R/getConfMatrix.R R/getFeatSelResult.R R/getFeatureImportance.R R/getFunctionalFeatures.R R/getHyperPars.R R/getMultilabelBinaryPerformances.R R/getNestedTuneResults.R R/getOOBPreds.R R/getParamSet.R R/getResampleExtract.R R/getResamplingIndices.R R/getTaskConstructorForLearner.R R/getTuneResult.R R/getTuneThresholdExtra.R R/hasFunctionalFeatures.R R/helpLearner.R R/helpers.R R/helpers_fda.R R/joinClassLevels.R R/learnerArgsToControl.R R/learners.R R/listLearners.R R/listMeasures.R R/logFunOpt.R R/makeFunctionalData.R R/makeLearner.R R/makeLearners.R R/measures.R R/mergeBenchmarkResults.R R/mergeSmallFactorLevels.R R/mutateBits.R R/normalizeFeatures.R R/options.R R/parallelization.R R/performance.R R/plotBMRBoxplots.R R/plotBMRRanksAsBarChart.R R/plotBMRSummary.R R/plotCritDifferences.R R/plotLearnerPrediction.R R/plotResiduals.R R/plotTuneMultiCritResult.R R/predict.R R/predictLearner.R R/relativeOverfitting.R R/removeConstantFeatures.R R/removeHyperPars.R R/resample.R R/resample_convenience.R R/selectFeatures.R R/selectFeaturesExhaustive.R R/selectFeaturesGA.R R/selectFeaturesRandom.R R/selectFeaturesSequential.R R/setHyperPars.R R/setId.R R/setPredictThreshold.R R/setPredictType.R R/setThreshold.R R/simplifyMeasureNames.R R/smote.R R/summarizeColumns.R R/summarizeLevels.R R/train.R R/trainLearner.R R/tuneCMAES.R R/tuneDesign.R R/tuneGenSA.R R/tuneGrid.R R/tuneIrace.R R/tuneMBO.R R/tuneMultiCritGrid.R R/tuneMultiCritNSGA2.R R/tuneMultiCritRandom.R R/tuneParams.R R/tuneParamsMultiCrit.R R/tuneRandom.R R/tuneThreshold.R R/tunerFitnFun.R R/utils.R R/utils_imbalancy.R R/utils_opt.R R/utils_plot.R R/zzz.R README.md
_pkgdown.yml
addon/cheatsheet/MlrCheatsheet.pdf
addon/cheatsheet/MlrCheatsheet.pptx
addon/convert_to_ascii_news.sh
addon/imgs/mlrLogo.png
addon/imgs/mlrLogo_black_on_white320square.png
addon/imgs/mlrLogo_black_on_white32x32.png
appveyor.yml
data/agri.task.rda
data/bc.task.rda
data/bh.task.rda
data/costiris.task.rda
data/fuelsubset.task.rda
data/gunpoint.task.rda
data/iris.task.rda
data/lung.task.rda
data/mtcars.task.rda
data/phoneme.task.rda
data/pid.task.rda
data/sonar.task.rda
data/spam.task.rda
data/spatial.task.rda
data/wpbc.task.rda
data/yeast.task.rda
docs/CNAME
docs/ISSUE_TEMPLATE.html
docs/LICENSE-text.html
docs/PULL_REQUEST_TEMPLATE.html
docs/articles/index.html
docs/articles/mlr.html
docs/articles/tutorial/advanced_tune.html
docs/articles/tutorial/advanced_tune_files/figure-html/unnamed-chunk-6-1.png
docs/articles/tutorial/bagging.html
docs/articles/tutorial/bagging_files/figure-html/makeBaggingWrapper_regressionPlot-1.png
docs/articles/tutorial/benchmark_experiments.html
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-17-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-17-2.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-19-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-20-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-22-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-23-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-24-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-24-2.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-27-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-27-2.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-28-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-29-1.png
docs/articles/tutorial/benchmark_experiments_files/figure-html/unnamed-chunk-30-1.png
docs/articles/tutorial/classifier_calibration.html
docs/articles/tutorial/classifier_calibration_files/figure-html/unnamed-chunk-4-1.png
docs/articles/tutorial/classifier_calibration_files/figure-html/unnamed-chunk-5-1.png
docs/articles/tutorial/classifier_calibration_files/figure-html/unnamed-chunk-6-1.png
docs/articles/tutorial/configureMlr.html
docs/articles/tutorial/cost_sensitive_classif.html
docs/articles/tutorial/cost_sensitive_classif_files/figure-html/unnamed-chunk-10-1.png
docs/articles/tutorial/create_filter.html
docs/articles/tutorial/create_filter_files/figure-html/unnamed-chunk-5-1.png
docs/articles/tutorial/create_imputation.html
docs/articles/tutorial/create_learner.html
docs/articles/tutorial/create_measure.html
docs/articles/tutorial/create_measure_files/figure-html/unnamed-chunk-8-1.png
docs/articles/tutorial/example_tasks.html
docs/articles/tutorial/feature_selection.html
docs/articles/tutorial/feature_selection_files/figure-html/unnamed-chunk-14-1.png
docs/articles/tutorial/feature_selection_files/figure-html/unnamed-chunk-4-1.png
docs/articles/tutorial/filter_methods.html
docs/articles/tutorial/functional_data.html
docs/articles/tutorial/functional_data_files/figure-html/unnamed-chunk-3-1.png
docs/articles/tutorial/handling_of_spatial_data.html
docs/articles/tutorial/handling_of_spatial_data_files/figure-html/unnamed-chunk-6-1.png
docs/articles/tutorial/hyperpar_tuning_effects.html
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/sa_single-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/single_crash-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/single_nested-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/two-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/two_crash-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/two_nested-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/two_optima-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/two_showargs-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/unnamed-chunk-3-1.png
docs/articles/tutorial/hyperpar_tuning_effects_files/figure-html/unnamed-chunk-4-1.png
docs/articles/tutorial/impute.html
docs/articles/tutorial/integrated_learners.html
docs/articles/tutorial/learner.html
docs/articles/tutorial/learning_curve.html
docs/articles/tutorial/learning_curve_files/figure-html/LearningCurveACCx-1.png
docs/articles/tutorial/learning_curve_files/figure-html/LearningCurveTPFP-1.png
docs/articles/tutorial/learning_curve_files/figure-html/unnamed-chunk-2-1.png
docs/articles/tutorial/measures.html
docs/articles/tutorial/mlr_publications.html
docs/articles/tutorial/multilabel.html
docs/articles/tutorial/nested_resampling.html
docs/articles/tutorial/nested_resampling_files/figure-html/unnamed-chunk-8-1.png
docs/articles/tutorial/out_of_bag_predictions.html
docs/articles/tutorial/over_and_undersampling.html
docs/articles/tutorial/parallelization.html
docs/articles/tutorial/partial_dependence.html
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-15-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-16-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-17-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-18-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-19-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-20-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-22-1.png
docs/articles/tutorial/partial_dependence_files/figure-html/unnamed-chunk-23-1.png
docs/articles/tutorial/performance.html
docs/articles/tutorial/performance_files/figure-html/unnamed-chunk-11-1.png
docs/articles/tutorial/predict.html
docs/articles/tutorial/predict_files/figure-html/unnamed-chunk-20-1.png
docs/articles/tutorial/predict_files/figure-html/unnamed-chunk-21-1.png
docs/articles/tutorial/predict_files/figure-html/unnamed-chunk-22-1.png
docs/articles/tutorial/predict_files/figure-html/unnamed-chunk-23-1.png
docs/articles/tutorial/preproc.html
docs/articles/tutorial/resample.html
docs/articles/tutorial/roc_analysis.html
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-10-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-11-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-11-2.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-14-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-15-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-16-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-17-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-19-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-20-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-22-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-23-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-24-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-4-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-6-1.png
docs/articles/tutorial/roc_analysis_files/figure-html/unnamed-chunk-8-1.png
docs/articles/tutorial/talks_videos_workshops.html
docs/articles/tutorial/task.html
docs/articles/tutorial/train.html
docs/articles/tutorial/train_files/figure-html/unnamed-chunk-5-1.png
docs/articles/tutorial/tune.html
docs/articles/tutorial/tune_files/figure-html/unnamed-chunk-21-1.png
docs/articles/tutorial/usecase_regression.html
docs/articles/tutorial/usecase_regression_files/figure-html/unnamed-chunk-7-1.png
docs/articles/tutorial/visualization.html
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-10-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-3-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-5-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-6-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-7-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-8-1.png
docs/articles/tutorial/visualization_files/figure-html/unnamed-chunk-9-1.png
docs/articles/tutorial/wrapper.html
docs/authors.html
docs/docsearch.json
docs/extra.css
docs/extra.js
docs/favicon.ico
docs/index.html
docs/jquery.sticky-kit.min.js
docs/link.svg
docs/logo.png
docs/news/index.html
docs/pkgdown.css
docs/pkgdown.js
docs/pkgdown.yml
docs/reference/Aggregation.html
docs/reference/BenchmarkResult.html
docs/reference/ConfusionMatrix.html
docs/reference/FailureModel.html
docs/reference/FeatSelControl.html
docs/reference/FeatSelResult.html
docs/reference/LearnerProperties.html
docs/reference/MeasureProperties.html
docs/reference/Prediction.html
docs/reference/RLearner.html
docs/reference/ResamplePrediction.html
docs/reference/ResampleResult.html
docs/reference/Task.html
docs/reference/TaskDesc.html
docs/reference/TuneControl.html
docs/reference/TuneMultiCritControl.html
docs/reference/TuneMultiCritResult.html
docs/reference/TuneResult.html
docs/reference/addRRMeasure.html
docs/reference/aggregations.html
docs/reference/agri.task.html
docs/reference/analyzeFeatSelResult.html
docs/reference/asROCRPrediction.html
docs/reference/batchmark.html
docs/reference/bc.task.html
docs/reference/benchmark-1.png
docs/reference/benchmark-2.png
docs/reference/benchmark-3.png
docs/reference/benchmark.html
docs/reference/bh.task.html
docs/reference/calculateConfusionMatrix.html
docs/reference/calculateROCMeasures.html
docs/reference/capLargeValues.html
docs/reference/changeData.html
docs/reference/checkLearner.html
docs/reference/checkPredictLearnerOutput.html
docs/reference/classif.featureless.html
docs/reference/configureMlr.html
docs/reference/convertBMRToRankMatrix.html
docs/reference/convertMLBenchObjToTask.html
docs/reference/costiris.task.html
docs/reference/createDummyFeatures.html
docs/reference/createSpatialResamplingPlots-1.png
docs/reference/createSpatialResamplingPlots.html
docs/reference/crossover.html
docs/reference/downsample.html
docs/reference/dropFeatures.html
docs/reference/estimateRelativeOverfitting.html
docs/reference/estimateResidualVariance.html
docs/reference/extractFDAFPCA.html
docs/reference/extractFDAFeatures.html
docs/reference/extractFDAFourier.html
docs/reference/extractFDAMultiResFeatures.html
docs/reference/extractFDAWavelets.html
docs/reference/figures/logo.png
docs/reference/figures/logo_navbar.png
docs/reference/filterFeatures.html
docs/reference/friedmanPostHocTestBMR.html
docs/reference/friedmanTestBMR.html
docs/reference/fuelsubset.task.html
docs/reference/generateCalibrationData.html
docs/reference/generateCritDifferencesData.html
docs/reference/generateFeatureImportanceData.html
docs/reference/generateFilterValuesData.html
docs/reference/generateHyperParsEffectData.html
docs/reference/generateLearningCurveData-1.png
docs/reference/generateLearningCurveData.html
docs/reference/generatePartialDependenceData-1.png
docs/reference/generatePartialDependenceData-2.png
docs/reference/generatePartialDependenceData.html
docs/reference/generateThreshVsPerfData.html
docs/reference/getBMRAggrPerformances.html
docs/reference/getBMRFeatSelResults.html
docs/reference/getBMRFilteredFeatures.html
docs/reference/getBMRLearnerIds.html
docs/reference/getBMRLearnerShortNames.html
docs/reference/getBMRLearners.html
docs/reference/getBMRMeasureIds.html
docs/reference/getBMRMeasures.html
docs/reference/getBMRModels.html
docs/reference/getBMRPerformances.html
docs/reference/getBMRPredictions.html
docs/reference/getBMRTaskDescriptions.html
docs/reference/getBMRTaskDescs.html
docs/reference/getBMRTaskIds.html
docs/reference/getBMRTuneResults.html
docs/reference/getCaretParamSet.html
docs/reference/getClassWeightParam.html
docs/reference/getConfMatrix.html
docs/reference/getDefaultMeasure.html
docs/reference/getFailureModelDump.html
docs/reference/getFailureModelMsg.html
docs/reference/getFeatSelResult.html
docs/reference/getFeatureImportance.html
docs/reference/getFeatureImportanceLearner.html
docs/reference/getFilterValues.html
docs/reference/getFilteredFeatures.html
docs/reference/getHomogeneousEnsembleModels.html
docs/reference/getHyperPars.html
docs/reference/getLearnerId.html
docs/reference/getLearnerModel.html
docs/reference/getLearnerPackages.html
docs/reference/getLearnerParVals.html
docs/reference/getLearnerParamSet.html
docs/reference/getLearnerPredictType.html
docs/reference/getLearnerShortName.html
docs/reference/getLearnerType.html
docs/reference/getMlrOptions.html
docs/reference/getMultilabelBinaryPerformances.html
docs/reference/getNestedTuneResultsOptPathDf.html
docs/reference/getNestedTuneResultsX.html
docs/reference/getOOBPreds.html
docs/reference/getOOBPredsLearner.html
docs/reference/getParamSet.html
docs/reference/getPredictionDump.html
docs/reference/getPredictionProbabilities.html
docs/reference/getPredictionResponse.html
docs/reference/getPredictionTaskDesc.html
docs/reference/getProbabilities.html
docs/reference/getRRDump.html
docs/reference/getRRPredictionList.html
docs/reference/getRRPredictions.html
docs/reference/getRRTaskDesc.html
docs/reference/getRRTaskDescription.html
docs/reference/getResamplingIndices.html
docs/reference/getStackedBaseLearnerPredictions.html
docs/reference/getTaskClassLevels.html
docs/reference/getTaskCosts.html
docs/reference/getTaskData.html
docs/reference/getTaskDesc.html
docs/reference/getTaskDescription.html
docs/reference/getTaskFeatureNames.html
docs/reference/getTaskFormula.html
docs/reference/getTaskId.html
docs/reference/getTaskNFeats.html
docs/reference/getTaskSize.html
docs/reference/getTaskTargetNames.html
docs/reference/getTaskTargets.html
docs/reference/getTaskType.html
docs/reference/getTuneResult.html
docs/reference/getTuneResultOptPath.html
docs/reference/gunpoint.task.html
docs/reference/hasFunctionalFeatures.html
docs/reference/hasProperties.html
docs/reference/helpLearner.html
docs/reference/helpLearnerParam.html
docs/reference/imputations.html
docs/reference/impute.html
docs/reference/index.html
docs/reference/iris.task.html
docs/reference/isFailureModel.html
docs/reference/joinClassLevels.html
docs/reference/learnerArgsToControl.html
docs/reference/learners.html
docs/reference/listFilterMethods.html
docs/reference/listLearnerProperties.html
docs/reference/listLearners.html
docs/reference/listMeasureProperties.html
docs/reference/listMeasures.html
docs/reference/listTaskTypes.html
docs/reference/lung.task.html
docs/reference/makeAggregation.html
docs/reference/makeBaggingWrapper.html
docs/reference/makeBaseWrapper.html
docs/reference/makeChainModel.html
docs/reference/makeClassificationViaRegressionWrapper.html
docs/reference/makeConstantClassWrapper.html
docs/reference/makeCostMeasure.html
docs/reference/makeCostSensClassifWrapper.html
docs/reference/makeCostSensRegrWrapper.html
docs/reference/makeCostSensWeightedPairsWrapper.html
docs/reference/makeCustomResampledMeasure.html
docs/reference/makeDownsampleWrapper.html
docs/reference/makeDummyFeaturesWrapper.html
docs/reference/makeExtractFDAFeatMethod.html
docs/reference/makeExtractFDAFeatsWrapper.html
docs/reference/makeFeatSelWrapper.html
docs/reference/makeFilter.html
docs/reference/makeFilterWrapper.html
docs/reference/makeFixedHoldoutInstance.html
docs/reference/makeFunctionalData.html
docs/reference/makeImputeMethod.html
docs/reference/makeImputeWrapper.html
docs/reference/makeLearner.html
docs/reference/makeLearners.html
docs/reference/makeMeasure.html
docs/reference/makeModelMultiplexer.html
docs/reference/makeModelMultiplexerParamSet.html
docs/reference/makeMulticlassWrapper.html
docs/reference/makeMultilabelBinaryRelevanceWrapper.html
docs/reference/makeMultilabelClassifierChainsWrapper.html
docs/reference/makeMultilabelDBRWrapper.html
docs/reference/makeMultilabelNestedStackingWrapper.html
docs/reference/makeMultilabelStackingWrapper.html
docs/reference/makeOverBaggingWrapper.html
docs/reference/makePreprocWrapper.html
docs/reference/makePreprocWrapperCaret.html
docs/reference/makeRLearner.classif.fdausc.glm.html
docs/reference/makeRLearner.classif.fdausc.kernel.html
docs/reference/makeRLearner.classif.fdausc.np.html
docs/reference/makeRemoveConstantFeaturesWrapper.html
docs/reference/makeResampleDesc.html
docs/reference/makeResampleInstance.html
docs/reference/makeSMOTEWrapper.html
docs/reference/makeStackedLearner.html
docs/reference/makeTaskDesc.html
docs/reference/makeTaskDescInternal.html
docs/reference/makeTuneControlCMAES.html
docs/reference/makeTuneControlDesign.html
docs/reference/makeTuneControlGenSA.html
docs/reference/makeTuneControlGrid.html
docs/reference/makeTuneControlIrace.html
docs/reference/makeTuneControlMBO.html
docs/reference/makeTuneControlRandom.html
docs/reference/makeTuneWrapper.html
docs/reference/makeUndersampleWrapper.html
docs/reference/makeWeightedClassesWrapper.html
docs/reference/makeWrappedModel.html
docs/reference/measures.html
docs/reference/mergeBenchmarkResults.html
docs/reference/mergeSmallFactorLevels.html
docs/reference/mlr-package.html
docs/reference/mlrFamilies.html
docs/reference/mtcars.task.html
docs/reference/normalizeFeatures.html
docs/reference/oversample.html
docs/reference/parallelization.html
docs/reference/performance.html
docs/reference/phoneme.task.html
docs/reference/pid.task.html
docs/reference/plotBMRBoxplots.html
docs/reference/plotBMRRanksAsBarChart.html
docs/reference/plotBMRSummary.html
docs/reference/plotCalibration.html
docs/reference/plotCritDifferences.html
docs/reference/plotFilterValues-1.png
docs/reference/plotFilterValues.html
docs/reference/plotHyperParsEffect.html
docs/reference/plotLearnerPrediction.html
docs/reference/plotLearningCurve.html
docs/reference/plotPartialDependence.html
docs/reference/plotROCCurves-1.png
docs/reference/plotROCCurves-2.png
docs/reference/plotROCCurves.html
docs/reference/plotResiduals.html
docs/reference/plotThreshVsPerf.html
docs/reference/plotTuneMultiCritResult.html
docs/reference/predict.WrappedModel.html
docs/reference/predictLearner.html
docs/reference/reduceBatchmarkResults.html
docs/reference/reextractFDAFeatures.html
docs/reference/regr.featureless.html
docs/reference/regr.randomForest.html
docs/reference/reimpute.html
docs/reference/removeConstantFeatures.html
docs/reference/removeHyperPars.html
docs/reference/resample.html
docs/reference/selectFeatures.html
docs/reference/setAggregation.html
docs/reference/setHyperPars.html
docs/reference/setHyperPars2.html
docs/reference/setId.html
docs/reference/setLearnerId.html
docs/reference/setMeasurePars.html
docs/reference/setPredictThreshold.html
docs/reference/setPredictType.html
docs/reference/setThreshold.html
docs/reference/simplifyMeasureNames.html
docs/reference/smote.html
docs/reference/sonar.task.html
docs/reference/spam.task.html
docs/reference/spatial.task.html
docs/reference/subsetTask.html
docs/reference/summarizeColumns.html
docs/reference/summarizeLevels.html
docs/reference/train.html
docs/reference/trainLearner.html
docs/reference/tuneParams.html
docs/reference/tuneParamsMultiCrit-1.png
docs/reference/tuneParamsMultiCrit.html
docs/reference/tuneThreshold.html
docs/reference/wpbc.task.html
docs/reference/yeast.task.html
docs/sitemap.xml
inst/CITATION
inst/examples/MultilabelWrapper.R inst/makeData.R
inst/old-tutorials.zip
man-roxygen/arg_aggr.R man-roxygen/arg_aggregation_method.R man-roxygen/arg_bmr.R man-roxygen/arg_bmr_asdf.R man-roxygen/arg_bmr_drop.R man-roxygen/arg_bmr_learnerids.R man-roxygen/arg_bmr_taskids.R man-roxygen/arg_exclude.R man-roxygen/arg_facet_nrow_ncol.R man-roxygen/arg_features.R man-roxygen/arg_fsres.R man-roxygen/arg_imputey.R man-roxygen/arg_keep_pred.R man-roxygen/arg_learner.R man-roxygen/arg_learner_classif.R man-roxygen/arg_learner_regr.R man-roxygen/arg_log_fun.R man-roxygen/arg_lrncl.R man-roxygen/arg_measure.R man-roxygen/arg_measures.R man-roxygen/arg_measures_opt.R man-roxygen/arg_models.R man-roxygen/arg_multilabel_cvfolds.R man-roxygen/arg_multilabel_order.R man-roxygen/arg_order_lrns.R man-roxygen/arg_order_tsks.R man-roxygen/arg_plotroc_obj.R man-roxygen/arg_pred.R man-roxygen/arg_predictthreshold.R man-roxygen/arg_prettynames.R man-roxygen/arg_showinfo.R man-roxygen/arg_subset.R man-roxygen/arg_target12.R man-roxygen/arg_task.R man-roxygen/arg_task_or_desc.R man-roxygen/arg_task_or_type.R man-roxygen/arg_taskdesc.R man-roxygen/arg_taskdf.R man-roxygen/arg_taskdf_target.R man-roxygen/arg_wrappedmod.R man-roxygen/ret_bmr_list_or_df.R man-roxygen/ret_gg2.R man-roxygen/ret_inv_null.R man-roxygen/ret_learner.R man-roxygen/ret_measure.R man-roxygen/ret_ps.R man-roxygen/ret_task.R man-roxygen/ret_taskdesc.R man-roxygen/ret_taskdf.R man-roxygen/ret_wmodel.R man/Aggregation.Rd man/BenchmarkResult.Rd man/ConfusionMatrix.Rd man/FailureModel.Rd man/FeatSelControl.Rd man/FeatSelResult.Rd man/LearnerProperties.Rd man/MeasureProperties.Rd man/Prediction.Rd man/RLearner.Rd man/ResamplePrediction.Rd man/ResampleResult.Rd man/Task.Rd man/TaskDesc.Rd man/TuneControl.Rd man/TuneMultiCritControl.Rd man/TuneMultiCritResult.Rd man/TuneResult.Rd man/addRRMeasure.Rd man/aggregations.Rd man/agri.task.Rd man/analyzeFeatSelResult.Rd man/asROCRPrediction.Rd man/batchmark.Rd man/bc.task.Rd man/benchmark.Rd man/bh.task.Rd man/calculateConfusionMatrix.Rd man/calculateROCMeasures.Rd man/capLargeValues.Rd man/changeData.Rd man/checkLearner.Rd man/checkPredictLearnerOutput.Rd man/classif.featureless.Rd man/configureMlr.Rd man/convertBMRToRankMatrix.Rd man/convertMLBenchObjToTask.Rd man/costiris.task.Rd man/createDummyFeatures.Rd man/createSpatialResamplingPlots.Rd man/crossover.Rd man/downsample.Rd man/dropFeatures.Rd man/estimateRelativeOverfitting.Rd man/estimateResidualVariance.Rd man/extractFDAFPCA.Rd man/extractFDAFeatures.Rd man/extractFDAFourier.Rd man/extractFDAMultiResFeatures.Rd man/extractFDAWavelets.Rd
man/figures/logo_navbar.png
man/filterFeatures.Rd man/friedmanPostHocTestBMR.Rd man/friedmanTestBMR.Rd man/fuelsubset.task.Rd man/generateCalibrationData.Rd man/generateCritDifferencesData.Rd man/generateFeatureImportanceData.Rd man/generateFilterValuesData.Rd man/generateHyperParsEffectData.Rd man/generateLearningCurveData.Rd man/generatePartialDependenceData.Rd man/generateThreshVsPerfData.Rd man/getBMRAggrPerformances.Rd man/getBMRFeatSelResults.Rd man/getBMRFilteredFeatures.Rd man/getBMRLearnerIds.Rd man/getBMRLearnerShortNames.Rd man/getBMRLearners.Rd man/getBMRMeasureIds.Rd man/getBMRMeasures.Rd man/getBMRModels.Rd man/getBMRPerformances.Rd man/getBMRPredictions.Rd man/getBMRTaskDescriptions.Rd man/getBMRTaskDescs.Rd man/getBMRTaskIds.Rd man/getBMRTuneResults.Rd man/getCaretParamSet.Rd man/getClassWeightParam.Rd man/getConfMatrix.Rd man/getDefaultMeasure.Rd man/getFailureModelDump.Rd man/getFailureModelMsg.Rd man/getFeatSelResult.Rd man/getFeatureImportance.Rd man/getFeatureImportanceLearner.Rd man/getFilterValues.Rd man/getFilteredFeatures.Rd man/getHomogeneousEnsembleModels.Rd man/getHyperPars.Rd man/getLearnerId.Rd man/getLearnerModel.Rd man/getLearnerPackages.Rd man/getLearnerParVals.Rd man/getLearnerParamSet.Rd man/getLearnerPredictType.Rd man/getLearnerShortName.Rd man/getLearnerType.Rd man/getMlrOptions.Rd man/getMultilabelBinaryPerformances.Rd man/getNestedTuneResultsOptPathDf.Rd man/getNestedTuneResultsX.Rd man/getOOBPreds.Rd man/getOOBPredsLearner.Rd man/getParamSet.Rd man/getPredictionDump.Rd man/getPredictionProbabilities.Rd man/getPredictionResponse.Rd man/getPredictionTaskDesc.Rd man/getProbabilities.Rd man/getRRDump.Rd man/getRRPredictionList.Rd man/getRRPredictions.Rd man/getRRTaskDesc.Rd man/getRRTaskDescription.Rd man/getResamplingIndices.Rd man/getStackedBaseLearnerPredictions.Rd man/getTaskClassLevels.Rd man/getTaskCosts.Rd man/getTaskData.Rd man/getTaskDesc.Rd man/getTaskDescription.Rd man/getTaskFeatureNames.Rd man/getTaskFormula.Rd man/getTaskId.Rd man/getTaskNFeats.Rd man/getTaskSize.Rd man/getTaskTargetNames.Rd man/getTaskTargets.Rd man/getTaskType.Rd man/getTuneResult.Rd man/getTuneResultOptPath.Rd man/gunpoint.task.Rd man/hasFunctionalFeatures.Rd man/hasProperties.Rd man/helpLearner.Rd man/helpLearnerParam.Rd man/imputations.Rd man/impute.Rd man/iris.task.Rd man/isFailureModel.Rd man/joinClassLevels.Rd man/learnerArgsToControl.Rd man/learners.Rd man/listFilterMethods.Rd man/listLearnerProperties.Rd man/listLearners.Rd man/listMeasureProperties.Rd man/listMeasures.Rd man/listTaskTypes.Rd man/lung.task.Rd man/makeAggregation.Rd man/makeBaggingWrapper.Rd man/makeBaseWrapper.Rd man/makeChainModel.Rd man/makeClassificationViaRegressionWrapper.Rd man/makeConstantClassWrapper.Rd man/makeCostMeasure.Rd man/makeCostSensClassifWrapper.Rd man/makeCostSensRegrWrapper.Rd man/makeCostSensWeightedPairsWrapper.Rd man/makeCustomResampledMeasure.Rd man/makeDownsampleWrapper.Rd man/makeDummyFeaturesWrapper.Rd man/makeExtractFDAFeatMethod.Rd man/makeExtractFDAFeatsWrapper.Rd man/makeFeatSelWrapper.Rd man/makeFilter.Rd man/makeFilterWrapper.Rd man/makeFixedHoldoutInstance.Rd man/makeFunctionalData.Rd man/makeImputeMethod.Rd man/makeImputeWrapper.Rd man/makeLearner.Rd man/makeLearners.Rd man/makeMeasure.Rd man/makeModelMultiplexer.Rd man/makeModelMultiplexerParamSet.Rd man/makeMulticlassWrapper.Rd man/makeMultilabelBinaryRelevanceWrapper.Rd man/makeMultilabelClassifierChainsWrapper.Rd man/makeMultilabelDBRWrapper.Rd man/makeMultilabelNestedStackingWrapper.Rd man/makeMultilabelStackingWrapper.Rd man/makeOverBaggingWrapper.Rd man/makePreprocWrapper.Rd man/makePreprocWrapperCaret.Rd man/makeRLearner.classif.fdausc.glm.Rd man/makeRLearner.classif.fdausc.kernel.Rd man/makeRLearner.classif.fdausc.np.Rd man/makeRemoveConstantFeaturesWrapper.Rd man/makeResampleDesc.Rd man/makeResampleInstance.Rd man/makeSMOTEWrapper.Rd man/makeStackedLearner.Rd man/makeTaskDesc.Rd man/makeTaskDescInternal.Rd man/makeTuneControlCMAES.Rd man/makeTuneControlDesign.Rd man/makeTuneControlGenSA.Rd man/makeTuneControlGrid.Rd man/makeTuneControlIrace.Rd man/makeTuneControlMBO.Rd man/makeTuneControlRandom.Rd man/makeTuneWrapper.Rd man/makeUndersampleWrapper.Rd man/makeWeightedClassesWrapper.Rd man/makeWrappedModel.Rd man/measures.Rd man/mergeBenchmarkResults.Rd man/mergeSmallFactorLevels.Rd man/mlr-package.Rd man/mlrFamilies.Rd man/mtcars.task.Rd man/normalizeFeatures.Rd man/oversample.Rd man/parallelization.Rd man/performance.Rd man/phoneme.task.Rd man/pid.task.Rd man/plotBMRBoxplots.Rd man/plotBMRRanksAsBarChart.Rd man/plotBMRSummary.Rd man/plotCalibration.Rd man/plotCritDifferences.Rd man/plotFilterValues.Rd man/plotHyperParsEffect.Rd man/plotLearnerPrediction.Rd man/plotLearningCurve.Rd man/plotPartialDependence.Rd man/plotROCCurves.Rd man/plotResiduals.Rd man/plotThreshVsPerf.Rd man/plotTuneMultiCritResult.Rd man/predict.WrappedModel.Rd man/predictLearner.Rd man/reduceBatchmarkResults.Rd man/reextractFDAFeatures.Rd man/regr.featureless.Rd man/regr.randomForest.Rd man/reimpute.Rd man/removeConstantFeatures.Rd man/removeHyperPars.Rd man/resample.Rd man/selectFeatures.Rd man/setAggregation.Rd man/setHyperPars.Rd man/setHyperPars2.Rd man/setId.Rd man/setLearnerId.Rd man/setMeasurePars.Rd man/setPredictThreshold.Rd man/setPredictType.Rd man/setThreshold.Rd man/simplifyMeasureNames.Rd man/smote.Rd man/sonar.task.Rd man/spam.task.Rd man/spatial.task.Rd man/subsetTask.Rd man/summarizeColumns.Rd man/summarizeLevels.Rd man/train.Rd man/trainLearner.Rd man/tuneParams.Rd man/tuneParamsMultiCrit.Rd man/tuneThreshold.Rd man/wpbc.task.Rd man/yeast.task.Rd
mlr.Rproj
pkgdown/assets/jquery.sticky-kit.min.js
pkgdown/assets/link.svg
pkgdown/assets/pkgdown.css
pkgdown/assets/pkgdown.js
pkgdown/extra.css
pkgdown/extra.js
pkgdown/templates/content-article.html
pkgdown/templates/content-authors.html
pkgdown/templates/content-citation-authors.html
pkgdown/templates/content-home.html
pkgdown/templates/content-news-index.html
pkgdown/templates/content-news.html
pkgdown/templates/content-reference-index.html
pkgdown/templates/content-reference-topic.html
pkgdown/templates/content-search.html
pkgdown/templates/content-title-body.html
pkgdown/templates/content-vignette-index.html
pkgdown/templates/docsearch.html
pkgdown/templates/footer.html
pkgdown/templates/head.html
pkgdown/templates/header.html
pkgdown/templates/layout.html
pkgdown/templates/navbar.html
src/init.c
src/macros.h
src/smote.c
tests/run-base.R tests/run-basenocran.R tests/run-classif1.R tests/run-classif2.R tests/run-cluster.R tests/run-featsel.R tests/run-learners-classif.R tests/run-learners-classiflabelswitch.R tests/run-learners-cluster.R tests/run-learners-general.R tests/run-learners-multilabel.R tests/run-learners-regr.R tests/run-learners-surv.R tests/run-lint.R tests/run-multilabel.R tests/run-parallel.R tests/run-regr.R tests/run-stack.R tests/run-surv.R tests/run-tune.R tests/testthat/helper_helpers.R tests/testthat/helper_learners_all.R tests/testthat/helper_lint.R tests/testthat/helper_mock_learners.R tests/testthat/helper_objects.R tests/testthat/helper_zzz.R tests/testthat/test_base_BaggingWrapper.R tests/testthat/test_base_BaseEnsemble.R tests/testthat/test_base_BaseWrapper.R tests/testthat/test_base_ClassificationViaRegressionWrapper.R tests/testthat/test_base_ConstantClassWrapper.R tests/testthat/test_base_DummyFeaturesWrapper.R tests/testthat/test_base_FailureModel.R tests/testthat/test_base_Learner.R tests/testthat/test_base_Learner_properties.R tests/testthat/test_base_ModelMultiplexer.R tests/testthat/test_base_MulticlassWrapper.R tests/testthat/test_base_NoFeaturesModel.R tests/testthat/test_base_PreprocWrapper.R tests/testthat/test_base_PreprocWrapperCaret.R tests/testthat/test_base_SupervisedTask.R tests/testthat/test_base_TaskDesc.R tests/testthat/test_base_TuneWrapper.R tests/testthat/test_base_UnsupervisedTask.R tests/testthat/test_base_aggregations.R tests/testthat/test_base_benchmark.R tests/testthat/test_base_blocking.R tests/testthat/test_base_calculateConfusionMatrix.R tests/testthat/test_base_calculateROCMeasures.R tests/testthat/test_base_capLargeValues.R tests/testthat/test_base_chains.R tests/testthat/test_base_checkData.R tests/testthat/test_base_checkTaskLearner.R tests/testthat/test_base_checkTaskSubset.R tests/testthat/test_base_clustering.R tests/testthat/test_base_configureMlr.R tests/testthat/test_base_convertBMRToRankMatrix.R tests/testthat/test_base_convertMLBenchObjToTask.R tests/testthat/test_base_costs.R tests/testthat/test_base_costsens.R tests/testthat/test_base_createDummyFeatures.R tests/testthat/test_base_createSpatialResamplingPlots.R tests/testthat/test_base_debugdump.R tests/testthat/test_base_downsample.R tests/testthat/test_base_dropFeatures.R tests/testthat/test_base_estimateResidualVariance.R tests/testthat/test_base_fda.R tests/testthat/test_base_fda_extractFDAFeatures.R tests/testthat/test_base_fda_extractFDAFeaturesWrapper.R tests/testthat/test_base_fixed_indices_cv.R tests/testthat/test_base_generateCalibration.R tests/testthat/test_base_generateFeatureImportanceData.R tests/testthat/test_base_generateFilterValuesData.R tests/testthat/test_base_generateHyperParsEffect.R tests/testthat/test_base_generateLearningCurve.R tests/testthat/test_base_generatePartialDependence.R tests/testthat/test_base_generateThreshVsPerf.R tests/testthat/test_base_getCaretParamSet.R tests/testthat/test_base_getFeatureImportance.R tests/testthat/test_base_getHyperPars.R tests/testthat/test_base_getOOBPreds.R tests/testthat/test_base_getParamSet.R tests/testthat/test_base_getTaskData.R tests/testthat/test_base_getTaskFormula.R tests/testthat/test_base_helpLearner.R tests/testthat/test_base_helpers.R tests/testthat/test_base_hyperpars.R tests/testthat/test_base_imbal_overbagging.R tests/testthat/test_base_imbal_overundersample.R tests/testthat/test_base_imbal_smote.R tests/testthat/test_base_imbal_weightedclasses.R tests/testthat/test_base_impute.R tests/testthat/test_base_joinClassLevels.R tests/testthat/test_base_learnerArgsToControl.R tests/testthat/test_base_listLearners.R tests/testthat/test_base_makeLearners.R tests/testthat/test_base_makeTask.R tests/testthat/test_base_measures.R tests/testthat/test_base_mergeBenchmarkResults.R tests/testthat/test_base_mergeSmallFactorLevels.R tests/testthat/test_base_multilabel.R tests/testthat/test_base_multilabelWrapperIds.R tests/testthat/test_base_normalizeFeatures.R tests/testthat/test_base_orderBMRLevels.R tests/testthat/test_base_orderedfactors.R tests/testthat/test_base_performance.R tests/testthat/test_base_plotBMRBoxplots.R tests/testthat/test_base_plotBMRRanksAsBarChart.R tests/testthat/test_base_plotBMRSummary.R tests/testthat/test_base_plotCritDifferences.R tests/testthat/test_base_plotLearnerPrediction.R tests/testthat/test_base_plotResiduals.R tests/testthat/test_base_predict.R tests/testthat/test_base_prediction_operators.R tests/testthat/test_base_relativeOverfitting.R tests/testthat/test_base_removeConstantFeatures.R tests/testthat/test_base_resample.R tests/testthat/test_base_resample_b632.R tests/testthat/test_base_resample_b632plus.R tests/testthat/test_base_resample_bs.R tests/testthat/test_base_resample_convenience.R tests/testthat/test_base_resample_cv.R tests/testthat/test_base_resample_fixedwindowcv.R tests/testthat/test_base_resample_getResamplingIndices.R tests/testthat/test_base_resample_growingwindowcv.R tests/testthat/test_base_resample_holdout.R tests/testthat/test_base_resample_loo.R tests/testthat/test_base_resample_makeResampleDesc.R tests/testthat/test_base_resample_operators.R tests/testthat/test_base_resample_repcv.R tests/testthat/test_base_resample_stratify.R tests/testthat/test_base_resample_subsample.R tests/testthat/test_base_resample_weights.R tests/testthat/test_base_selectFeatures.R tests/testthat/test_base_setPredictType.R tests/testthat/test_base_simplifyMeasureNames.R tests/testthat/test_base_spcv.R tests/testthat/test_base_summarizeColumns.R tests/testthat/test_base_summarizeLevels.R tests/testthat/test_base_train.R tests/testthat/test_base_tuning.R tests/testthat/test_base_weights.R tests/testthat/test_basenocran_batchmark.R tests/testthat/test_classif_C50.R tests/testthat/test_classif_IBk.R tests/testthat/test_classif_J48.R tests/testthat/test_classif_JRip.R tests/testthat/test_classif_LibLineaRMultiClassSVC.R tests/testthat/test_classif_LiblineaRL1L2SVC.R tests/testthat/test_classif_LiblineaRL1LogReg.R tests/testthat/test_classif_LiblineaRL2L1SVC.R tests/testthat/test_classif_LiblineaRL2LogReg.R tests/testthat/test_classif_LiblineaRL2SVC.R tests/testthat/test_classif_OneR.R tests/testthat/test_classif_PART.R tests/testthat/test_classif_RRF.R tests/testthat/test_classif_ada.R tests/testthat/test_classif_adaboostm1.R tests/testthat/test_classif_bartMachine.R tests/testthat/test_classif_binomial.R tests/testthat/test_classif_boost.R tests/testthat/test_classif_bst.R tests/testthat/test_classif_cforest.R tests/testthat/test_classif_clusterSVM.R tests/testthat/test_classif_ctree.R tests/testthat/test_classif_cvglmnet.R tests/testthat/test_classif_dbnDNN.R tests/testthat/test_classif_dcSVM.R tests/testthat/test_classif_earth.R tests/testthat/test_classif_evtree.R tests/testthat/test_classif_extraTrees.R tests/testthat/test_classif_fdausc.glm.R tests/testthat/test_classif_fdausc.kernel.R tests/testthat/test_classif_fdausc.knn.R tests/testthat/test_classif_fdausc.np.R tests/testthat/test_classif_featureless.R tests/testthat/test_classif_fnn.R tests/testthat/test_classif_gamboost.R tests/testthat/test_classif_gaterSVM.R tests/testthat/test_classif_gausspr.R tests/testthat/test_classif_gbm.R tests/testthat/test_classif_geoDA.R tests/testthat/test_classif_glmboost.R tests/testthat/test_classif_glmnet.R tests/testthat/test_classif_h2odeeplearning.R tests/testthat/test_classif_h2ogbm.R tests/testthat/test_classif_h2oglm.R tests/testthat/test_classif_h2orandomForest.R tests/testthat/test_classif_kknn.R tests/testthat/test_classif_knn.R tests/testthat/test_classif_ksvm.R tests/testthat/test_classif_lda.R tests/testthat/test_classif_linDA.R tests/testthat/test_classif_liquidSVM.R tests/testthat/test_classif_logreg.R tests/testthat/test_classif_lssvm.R tests/testthat/test_classif_mda.R tests/testthat/test_classif_mlp.R tests/testthat/test_classif_multinom.R tests/testthat/test_classif_naiveBayes.R tests/testthat/test_classif_neuralnet.R tests/testthat/test_classif_nnTrain.R tests/testthat/test_classif_nnet.R tests/testthat/test_classif_nodeHarvest.R tests/testthat/test_classif_pamr.R tests/testthat/test_classif_penalized.R tests/testthat/test_classif_plr.R tests/testthat/test_classif_plsdaCaret.R tests/testthat/test_classif_probit.R tests/testthat/test_classif_qda.R tests/testthat/test_classif_quaDA.R tests/testthat/test_classif_rFerns.R tests/testthat/test_classif_randomForest.R tests/testthat/test_classif_randomForestSRC.R tests/testthat/test_classif_ranger.R tests/testthat/test_classif_rda.R tests/testthat/test_classif_rknn.R tests/testthat/test_classif_rotationForest.R tests/testthat/test_classif_rpart.R tests/testthat/test_classif_rrlda.R tests/testthat/test_classif_saeDNN.R tests/testthat/test_classif_sda.R tests/testthat/test_classif_sparseLDA.R tests/testthat/test_classif_svm.R tests/testthat/test_classif_xgboost.R tests/testthat/test_cluster_Cobweb.R tests/testthat/test_cluster_EM.R tests/testthat/test_cluster_FarthestFirst.R tests/testthat/test_cluster_SimpleKMeans.R tests/testthat/test_cluster_XMeans.R tests/testthat/test_cluster_cmeans.R tests/testthat/test_cluster_dbscan.R tests/testthat/test_cluster_kkmeans.R tests/testthat/test_cluster_kmeans.R tests/testthat/test_featsel_FeatSelWrapper.R tests/testthat/test_featsel_FilterWrapper.R tests/testthat/test_featsel_analyzeFeatSelResult.R tests/testthat/test_featsel_filters.R tests/testthat/test_featsel_selectFeatures.R tests/testthat/test_learners_all_classif.R tests/testthat/test_learners_all_clusters.R tests/testthat/test_learners_all_general.R tests/testthat/test_learners_all_multilabel.R tests/testthat/test_learners_all_regr.R tests/testthat/test_learners_all_surv.R tests/testthat/test_learners_classiflabelswitch.R tests/testthat/test_lint.R tests/testthat/test_multilabel_cforest.R tests/testthat/test_multilabel_randomForestSRC.R tests/testthat/test_parallel_all.R tests/testthat/test_regr_FDboost.R tests/testthat/test_regr_GPfit.R tests/testthat/test_regr_IBk.R tests/testthat/test_regr_LiblineaRL2L1SVR.R tests/testthat/test_regr_LiblineaRL2L2SVR.R tests/testthat/test_regr_RRF.R tests/testthat/test_regr_bartMachine.R tests/testthat/test_regr_bcart.R tests/testthat/test_regr_bgp.R tests/testthat/test_regr_bgpllm.R tests/testthat/test_regr_blm.R tests/testthat/test_regr_brnn.R tests/testthat/test_regr_bst.R tests/testthat/test_regr_btgp.R tests/testthat/test_regr_btgpllm.R tests/testthat/test_regr_btlm.R tests/testthat/test_regr_cforest.R tests/testthat/test_regr_crs.R tests/testthat/test_regr_ctree.R tests/testthat/test_regr_cubist.R tests/testthat/test_regr_cvglmnet.R tests/testthat/test_regr_earth.R tests/testthat/test_regr_evtree.R tests/testthat/test_regr_extraTrees.R tests/testthat/test_regr_featureless.R tests/testthat/test_regr_fnn.R tests/testthat/test_regr_frbs.R tests/testthat/test_regr_gamboost.R tests/testthat/test_regr_gausspr.R tests/testthat/test_regr_gbm.R tests/testthat/test_regr_glm.R tests/testthat/test_regr_glmboost.R tests/testthat/test_regr_glmnet.R tests/testthat/test_regr_h2odeeplearning.R tests/testthat/test_regr_h2ogbm.R tests/testthat/test_regr_h2oglm.R tests/testthat/test_regr_h2orandomForest.R tests/testthat/test_regr_kknn.R tests/testthat/test_regr_km.R tests/testthat/test_regr_ksvm.R tests/testthat/test_regr_laGP.R tests/testthat/test_regr_liquidSVM.R tests/testthat/test_regr_lm.R tests/testthat/test_regr_mob.R tests/testthat/test_regr_nnet.R tests/testthat/test_regr_nodeHarvest.R tests/testthat/test_regr_penalized.R tests/testthat/test_regr_plsr.R tests/testthat/test_regr_randomForest.R tests/testthat/test_regr_randomForestSRC.R tests/testthat/test_regr_ranger.R tests/testthat/test_regr_rknn.R tests/testthat/test_regr_rpart.R tests/testthat/test_regr_rsm.R tests/testthat/test_regr_slim.R tests/testthat/test_regr_svm.R tests/testthat/test_regr_xgboost.R tests/testthat/test_stack.R tests/testthat/test_surv_CoxBoost.R tests/testthat/test_surv_cforest.R tests/testthat/test_surv_coxph.R tests/testthat/test_surv_cv.CoxBoost.R tests/testthat/test_surv_cvglmnet.R tests/testthat/test_surv_gamboost.R tests/testthat/test_surv_gbm.R tests/testthat/test_surv_glmboost.R tests/testthat/test_surv_glmnet.R tests/testthat/test_surv_measures.R tests/testthat/test_surv_randomForestSRC.R tests/testthat/test_surv_ranger.R tests/testthat/test_surv_rpart.R tests/testthat/test_tuneParams.R tests/testthat/test_tune_ModelMultiplexer.R tests/testthat/test_tune_getTuneResultOptPath.R tests/testthat/test_tune_tuneCMAES.R tests/testthat/test_tune_tuneDesign.R tests/testthat/test_tune_tuneGenSA.R tests/testthat/test_tune_tuneGrid.R tests/testthat/test_tune_tuneIrace.R tests/testthat/test_tune_tuneMBO.R tests/testthat/test_tune_tuneParamsMultiCrit.R tests/testthat/test_tune_tuneRandom.R tests/testthat/test_tune_tuneThreshold.R
thirdparty/XMeans1.0.4.zip
thirdparty/gen_families.sh
thirdparty/gunpoint.RData
thirdparty/quicklint
thirdparty/yeast.RData
tic.R todo-files/BatchmarkToBMR.R todo-files/BatchmarkUseCaseRandomForest.R todo-files/PostprocWrapper.R todo-files/PreprocWrapperICA.R todo-files/PreprocWrapperPCA.R todo-files/PreprocWrapperRemoveOutliers.R todo-files/ProbthWrapper.R todo-files/RLearner_classif_bdk.R todo-files/RLearner_classif_blackboost.R todo-files/RLearner_classif_fdashapelet.R todo-files/RLearner_classif_grplasso.R todo-files/RLearner_classif_llr.R todo-files/RLearner_classif_mxff.R todo-files/RLearner_classif_obliqueRF.R todo-files/RLearner_classif_parallelForest.R todo-files/RLearner_classif_penalizedSVM.R todo-files/RLearner_classif_plsDA.R todo-files/RLearner_classif_randomForestSRCSyn.R todo-files/RLearner_classif_randomUniformForest.R todo-files/RLearner_classif_sparseMDA.R todo-files/RLearner_classif_wsrf.R todo-files/RLearner_classif_xyf.R todo-files/RLearner_cluster_DBScan.R todo-files/RLearner_regr_bagEarth.R todo-files/RLearner_regr_bdk.R todo-files/RLearner_regr_blackboost.R todo-files/RLearner_regr_fdafgam.R todo-files/RLearner_regr_icr.R todo-files/RLearner_regr_logicreg.R todo-files/RLearner_regr_mxff.R todo-files/RLearner_regr_randomForestSRCSyn.R todo-files/RLearner_regr_randomUniformForest.R todo-files/RLearner_regr_sg.libsvm.R todo-files/RLearner_regr_xyf.R todo-files/StackResults/boot_classifStack.R todo-files/StackResults/boot_multiclassifStack.R todo-files/StackResults/boot_multiclassifStack_cmc_rp.R todo-files/StackResults/boot_regrStack.R todo-files/StackResults/classifBaseLearner.pdf todo-files/StackResults/classifStack_acc.pdf todo-files/StackResults/classifStack_auc.pdf todo-files/StackResults/multiclassifBaseLearner.pdf todo-files/StackResults/multiclassifStack_acc.pdf todo-files/StackResults/multiclassifStack_auc.pdf todo-files/StackResults/regrBaseLearner.pdf todo-files/StackResults/regrStack.pdf todo-files/StepStackLearner.R todo-files/TuneControlMies.R todo-files/TuneControlOptim.R todo-files/analyzeFeatSelResult.R todo-files/batchmark.R todo-files/convertColumnNames.R todo-files/createInteractions.R todo-files/dps.R todo-files/dps_exps.R
todo-files/fda_multires_features.c
todo-files/feature_selection.Rmd todo-files/getROCCoords.R todo-files/makeTaskDescFromData.R todo-files/measures_ks.R
todo-files/mlroverview.org
todo-files/oml_mlr_measures.R todo-files/plotViperCharts.R todo-files/plotggVIS.R
todo-files/repair_style.sh
todo-files/setCosts.R todo-files/summarizeNA.R todo-files/test_base_friedmanTestBMR.R todo-files/test_base_plotViperCharts.R todo-files/test_base_resample_dps.R todo-files/test_base_rocmlr.R todo-files/test_classif_bdk.R todo-files/test_classif_blackboost.R todo-files/test_classif_fdashapelets.R todo-files/test_classif_mxff.R todo-files/test_classif_obliqueRF.R todo-files/test_classif_parallelForest.R todo-files/test_classif_plsDA.R todo-files/test_classif_randomForestSRCSyn.R todo-files/test_classif_randomUniformForest.R todo-files/test_classif_sparseMDA.R todo-files/test_classif_wsrf.R todo-files/test_classif_xyf.R todo-files/test_cluster_DBScan.R todo-files/test_extra_chains.R todo-files/test_preproc_extra_PreprocWrapperICA.R todo-files/test_preproc_extra_PreprocWrapperPCA.R todo-files/test_preproc_extra_PreprocWrapperRemoveOutliers.R todo-files/test_regr_bdk.R todo-files/test_regr_blackboost.R todo-files/test_regr_fdafgam.R todo-files/test_regr_logicreg.R todo-files/test_regr_mxff.R todo-files/test_regr_randomForestSRCSyn.R todo-files/test_regr_randomUniformForest.R todo-files/test_regr_xyf.R todo-files/test_tuneMIES.R todo-files/test_tune_tuneOptim.R todo-files/tuneOptim.R todo-files/tune_mies.R vignettes/mlr.Rmd
vignettes/pdf/.gitignore
vignettes/pdf/_pdf_wrapper.Rmd vignettes/pdf/img/benchmark_processing.pdf
vignettes/pdf/img/benchmark_processing.png
vignettes/pdf/img/learn_task.pdf
vignettes/pdf/img/learn_task.png
vignettes/pdf/img/learner.pdf
vignettes/pdf/img/learner.png
vignettes/pdf/img/mlrLogo.psd
vignettes/pdf/img/mlrLogo_blue_141x64.pdf
vignettes/pdf/img/mlrLogo_blue_141x64.png
vignettes/pdf/img/mlrLogo_blue_566x256.pdf
vignettes/pdf/img/mlrLogo_blue_566x256.png
vignettes/pdf/img/mlrLogo_favicon.pdf
vignettes/pdf/img/mlrLogo_favicon.png
vignettes/pdf/img/mlrLogo_white_141x64.pdf
vignettes/pdf/img/mlrLogo_white_141x64.png
vignettes/pdf/img/mlrLogo_white_566x256.pdf
vignettes/pdf/img/mlrLogo_white_566x256.png
vignettes/pdf/img/mlrLogo_white_88x40.pdf
vignettes/pdf/img/mlrLogo_white_88x40.png
vignettes/pdf/img/mlr_logo-120x64.pdf
vignettes/pdf/img/mlr_logo-120x64.png
vignettes/pdf/img/mlr_logo.pdf
vignettes/pdf/img/mlr_logo.png
vignettes/pdf/img/nested_resampling.pdf
vignettes/pdf/img/nested_resampling.png
vignettes/pdf/img/resampling.pdf
vignettes/pdf/img/resampling.png
vignettes/pdf/img/resampling_desc_and_instance.pdf
vignettes/pdf/img/resampling_desc_and_instance.png
vignettes/pdf/img/roc_example.pdf
vignettes/pdf/img/roc_example.png
vignettes/pdf/img/spatial_cross_validation.pdf
vignettes/pdf/img/spatial_cross_validation.png
vignettes/pdf/img/theoretic_threshold.pdf
vignettes/pdf/img/theoretic_threshold.png
vignettes/pdf/img/theoretic_weight_positive.pdf
vignettes/pdf/img/theoretic_weight_positive.png
vignettes/pdf/img/train-basic_processing.pdf
vignettes/pdf/img/train-basic_processing.png
vignettes/pdf/img/tune-varsel_processing.pdf
vignettes/pdf/img/tune-varsel_processing.png
vignettes/pdf/img/variabel_selection_scheme.pdf
vignettes/pdf/img/variabel_selection_scheme.png
vignettes/pdf/img/weight_positive.pdf
vignettes/pdf/img/weight_positive.png
vignettes/tutorial/_mlr-tutorial_intro.Rmd vignettes/tutorial/advanced_tune.Rmd vignettes/tutorial/bagging.Rmd vignettes/tutorial/benchmark_experiments.Rmd vignettes/tutorial/classifier_calibration.Rmd vignettes/tutorial/configureMlr.Rmd vignettes/tutorial/cost_sensitive_classif.Rmd vignettes/tutorial/create_filter.Rmd vignettes/tutorial/create_imputation.Rmd vignettes/tutorial/create_learner.Rmd vignettes/tutorial/create_measure.Rmd vignettes/tutorial/example_tasks.Rmd vignettes/tutorial/feature_selection.Rmd vignettes/tutorial/filter_methods.Rmd vignettes/tutorial/functional_data.Rmd vignettes/tutorial/handling_of_spatial_data.Rmd vignettes/tutorial/hyperpar_tuning_effects.Rmd vignettes/tutorial/impute.Rmd vignettes/tutorial/integrated_learners.Rmd vignettes/tutorial/learner.Rmd vignettes/tutorial/learning_curve.Rmd vignettes/tutorial/measures.Rmd vignettes/tutorial/mlr_publications.Rmd vignettes/tutorial/multilabel.Rmd vignettes/tutorial/nested_resampling.Rmd vignettes/tutorial/out_of_bag_predictions.Rmd vignettes/tutorial/over_and_undersampling.Rmd vignettes/tutorial/parallelization.Rmd vignettes/tutorial/partial_dependence.Rmd vignettes/tutorial/performance.Rmd vignettes/tutorial/predict.Rmd vignettes/tutorial/preproc.Rmd vignettes/tutorial/resample.Rmd vignettes/tutorial/roc_analysis.Rmd vignettes/tutorial/talks_videos_workshops.Rmd vignettes/tutorial/task.Rmd vignettes/tutorial/train.Rmd vignettes/tutorial/tune.Rmd vignettes/tutorial/usecase_regression.Rmd vignettes/tutorial/visualization.Rmd vignettes/tutorial/wrapper.Rmd
berndbischl/mlr documentation built on Oct. 18, 2018, 12:24 a.m.