32var ret = new TestDataset 50public static TestDataset breastCancer = new TestDataset 62public static TestDataset breastCancerBoolLabel = new TestDataset 70public static TestDataset breastCancerGroupId = new TestDataset 78public static TestDataset breastCancerConst = new TestDataset 88public static TestDataset breastCancerPipe = new TestDataset 101public static TestDataset breastCancerPipeWithoutMamlExtraSettings = new TestDataset 113public static TestDataset breastCancerPipeMissing = new TestDataset 126public static TestDataset breastCancerPipeMissingFilter = new TestDataset 136public static TestDataset breastCancerOneClass = new TestDataset 144public static TestDataset breastCancerSparseBinaryFeatures = new TestDataset 155public static TestDataset Digits = new TestDataset 162public static TestDataset vw = new TestDataset 169public static TestDataset housing = new TestDataset 196public static TestDataset generatedRegressionDatasetmacro = new TestDataset 204public static TestDataset WikiDetox = new TestDataset 212public static TestDataset MSLRWeb = new TestDataset 221public static TestDataset Sentiment = new TestDataset 239public static TestDataset generatedRegressionDataset = new TestDataset 247public static TestDataset msm = new TestDataset 257public static TestDataset msmNamesHeader = new TestDataset 265public static TestDataset msmNamesHeaderIps = new TestDataset 273public static TestDataset extract1 = new TestDataset 280public static TestDataset breastCancerBing = new TestDataset 287public static TestDataset adult = new TestDataset 298public static TestDataset adultOnlyCat = new TestDataset 307public static TestDataset adultHash = new TestDataset 316public static TestDataset adultHashWithDataPipe = new TestDataset 325public static TestDataset adultText = new TestDataset 334public static TestDataset adultTextHash = new TestDataset 343public static TestDataset adultRanking = new TestDataset 350public static TestDataset displayPoisson = new TestDataset 359public static TestDataset displayPoissonWithInstanceParser = new TestDataset 368public static TestDataset childrenPoisson = new TestDataset 378public static TestDataset autosSample = new TestDataset 389public static TestDataset reutersMaxDim = new TestDataset() 398public static TestDataset irisLoader = new TestDataset() 407public static TestDataset irisData = new TestDataset() 425public static TestDataset irisLabelName = new TestDataset() 434public static TestDataset irisTreeFeaturized = new TestDataset() 443public static TestDataset irisTreeFeaturizedPermuted = new TestDataset() 452public static TestDataset irisLoaderU404 = new TestDataset() 460public static TestDataset iris = new TestDataset() 470public static TestDataset irisDb = new TestDataset() 479public static TestDataset irisDbSQLite = new TestDataset() 486public static TestDataset irisMissing = new TestDataset() 495public static TestDataset LM = new TestDataset() 504public static TestDataset LMWordHashBag = new TestDataset() 512public static TestDataset LMCharGrams = new TestDataset() 520public static TestDataset LMBigrams = new TestDataset() 528public static TestDataset LMNgrams = new TestDataset() 536public static TestDataset LMSkipNgrams = new TestDataset() 544public static TestDataset LMNgramsHashing = new TestDataset() 552public static TestDataset rankingText = new TestDataset() 561public static TestDataset rankingExtract = new TestDataset() 569public static TestDataset breastCancerWeighted = new TestDataset 578public static TestDataset breastCancerDifferentlyWeighted = new TestDataset 586public static TestDataset housingWeightedRep = new TestDataset 594public static TestDataset housingDifferentlyWeightedRep = new TestDataset 603public static TestDataset rankingWeighted = new TestDataset() 612public static TestDataset adultSparseWithCategory = new TestDataset() 620public static TestDataset adultSparseWithCategoryHash = new TestDataset() 628public static TestDataset adultSparseWithCatAsAtt = new TestDataset() 636public static TestDataset pClick = new TestDataset() 645public static TestDataset mnist28 = new TestDataset() 652public static TestDataset mnistTiny28 = new TestDataset() 659public static TestDataset sampleBingRegression = new TestDataset() 668public static TestDataset sampleBingBin = new TestDataset() 677public static TestDataset mnistOneClass = new TestDataset() 687public static TestDataset WebClicksSample = new TestDataset() 695public static TestDataset AppFailure = new TestDataset() 702public static TestDataset azureCounterUnlabeled = new TestDataset() 712public static TestDataset MQ2008 = new TestDataset 720public static TestDataset SequenceDataset = new TestDataset() 728public static TestDataset trivialMatrixFactorization = new TestDataset()

31var bc = TestDatasets.breastCancer;

52public IList<TestDataset> GetDatasetsForBinaryClassifierBaseTest() 61public IList<TestDataset> GetDatasetsForMulticlassClassificationTest() 72public IList<TestDataset> GetDatasetsForRegressorTest() 80public IList<TestDataset> GetDatasetsForRankingTest() 88public IList<TestDataset> GetDatasetsForBinaryClassifierMoreTest() 101public IList<TestDataset> GetDatasetsForClassificationWeightingPredictorsTest() 139var dataset = TestDatasets.msm.Clone(); 376var data = TestDatasets.breastCancer; 468var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerPipe }; 471foreach (TestDataset dataset in binaryClassificationDatasets) 484var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerPipe }; 487foreach (TestDataset dataset in binaryClassificationDatasets) 521var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerPipe }; 532var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerPipe }; 985var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.adultOnlyCat, TestDatasets.adult }; 988foreach (TestDataset dataset in binaryClassificationDatasets) 1004var regressionDatasets = new List<TestDataset> { TestDatasets.autosSample }; 1007foreach (TestDataset dataset in regressionDatasets) 1024var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerGroupId }; 1027foreach (TestDataset dataset in binaryClassificationDatasets) 1042var binaryClassificationDatasets = new List<TestDataset> { TestDatasets.breastCancerPipe }; 1045foreach (TestDataset dataset in binaryClassificationDatasets) 1062foreach (TestDataset dataset in rankingDatasets) 1083foreach (TestDataset dataset in datasets) 1100foreach (TestDataset dataset in datasets) 1120foreach (TestDataset dataset in datasets) 1594new List<TestDataset>() { TestDatasets.reutersMaxDim }); 1601public IList<TestDataset> GetDatasetsForCalibratorTest() 1677var data = TestDatasets.breastCancerWeighted;

38public readonly TestDataset Dataset; 51public RunContext(TestCommandBase test, Cmd cmd, PredictorAndArgs predictor, TestDataset dataset, 307private static string GetNamePrefix(string testType, PredictorAndArgs predictor, TestDataset dataset, string extraTag = "") 327public string GetLoaderTransformSettings(TestDataset dataset) 345IList<PredictorAndArgs> predictors, IList<TestDataset> datasets, 350foreach (TestDataset dataset in datasets) 360protected void RunOneAllTests(PredictorAndArgs predictor, TestDataset dataset, 372protected RunContext RunOneTrain(PredictorAndArgs predictor, TestDataset dataset, 382protected RunContext Run_Train(PredictorAndArgs predictor, TestDataset dataset, 393protected void Run_TrainTest(PredictorAndArgs predictor, TestDataset dataset, 408protected void Run_TrainSaveTest(PredictorAndArgs predictor, TestDataset dataset, 420protected void Run_Test(PredictorAndArgs predictor, TestDataset dataset, string modelPath, 433protected void Run_CV(PredictorAndArgs predictor, TestDataset dataset,

1811TestDataset dataset = TestDatasets.azureCounterUnlabeled; 1838TestDataset dataset = TestDatasets.mnistOneClass; 1953TestDataset dataset = TestDatasets.mnistTiny28;

30public TestDataset Clone() 32var ret = new TestDataset 50public static TestDataset breastCancer = new TestDataset 62public static TestDataset breastCancerBoolLabel = new TestDataset 70public static TestDataset breastCancerGroupId = new TestDataset 78public static TestDataset breastCancerConst = new TestDataset 88public static TestDataset breastCancerPipe = new TestDataset 101public static TestDataset breastCancerPipeWithoutMamlExtraSettings = new TestDataset 113public static TestDataset breastCancerPipeMissing = new TestDataset 126public static TestDataset breastCancerPipeMissingFilter = new TestDataset 136public static TestDataset breastCancerOneClass = new TestDataset 144public static TestDataset breastCancerSparseBinaryFeatures = new TestDataset 155public static TestDataset Digits = new TestDataset 162public static TestDataset vw = new TestDataset 169public static TestDataset housing = new TestDataset 196public static TestDataset generatedRegressionDatasetmacro = new TestDataset 204public static TestDataset WikiDetox = new TestDataset 212public static TestDataset MSLRWeb = new TestDataset 221public static TestDataset Sentiment = new TestDataset 239public static TestDataset generatedRegressionDataset = new TestDataset 247public static TestDataset msm = new TestDataset 257public static TestDataset msmNamesHeader = new TestDataset 265public static TestDataset msmNamesHeaderIps = new TestDataset 273public static TestDataset extract1 = new TestDataset 280public static TestDataset breastCancerBing = new TestDataset 287public static TestDataset adult = new TestDataset 298public static TestDataset adultOnlyCat = new TestDataset 307public static TestDataset adultHash = new TestDataset 316public static TestDataset adultHashWithDataPipe = new TestDataset 325public static TestDataset adultText = new TestDataset 334public static TestDataset adultTextHash = new TestDataset 343public static TestDataset adultRanking = new TestDataset 350public static TestDataset displayPoisson = new TestDataset 359public static TestDataset displayPoissonWithInstanceParser = new TestDataset 368public static TestDataset childrenPoisson = new TestDataset 378public static TestDataset autosSample = new TestDataset 389public static TestDataset reutersMaxDim = new TestDataset() 398public static TestDataset irisLoader = new TestDataset() 407public static TestDataset irisData = new TestDataset() 425public static TestDataset irisLabelName = new TestDataset() 434public static TestDataset irisTreeFeaturized = new TestDataset() 443public static TestDataset irisTreeFeaturizedPermuted = new TestDataset() 452public static TestDataset irisLoaderU404 = new TestDataset() 460public static TestDataset iris = new TestDataset() 470public static TestDataset irisDb = new TestDataset() 479public static TestDataset irisDbSQLite = new TestDataset() 486public static TestDataset irisMissing = new TestDataset() 495public static TestDataset LM = new TestDataset() 504public static TestDataset LMWordHashBag = new TestDataset() 512public static TestDataset LMCharGrams = new TestDataset() 520public static TestDataset LMBigrams = new TestDataset() 528public static TestDataset LMNgrams = new TestDataset() 536public static TestDataset LMSkipNgrams = new TestDataset() 544public static TestDataset LMNgramsHashing = new TestDataset() 552public static TestDataset rankingText = new TestDataset() 561public static TestDataset rankingExtract = new TestDataset() 569public static TestDataset breastCancerWeighted = new TestDataset 578public static TestDataset breastCancerDifferentlyWeighted = new TestDataset 586public static TestDataset housingWeightedRep = new TestDataset 594public static TestDataset housingDifferentlyWeightedRep = new TestDataset 603public static TestDataset rankingWeighted = new TestDataset() 612public static TestDataset adultSparseWithCategory = new TestDataset() 620public static TestDataset adultSparseWithCategoryHash = new TestDataset() 628public static TestDataset adultSparseWithCatAsAtt = new TestDataset() 636public static TestDataset pClick = new TestDataset() 645public static TestDataset mnist28 = new TestDataset() 652public static TestDataset mnistTiny28 = new TestDataset() 659public static TestDataset sampleBingRegression = new TestDataset() 668public static TestDataset sampleBingBin = new TestDataset() 677public static TestDataset mnistOneClass = new TestDataset() 687public static TestDataset WebClicksSample = new TestDataset() 695public static TestDataset AppFailure = new TestDataset() 702public static TestDataset azureCounterUnlabeled = new TestDataset() 712public static TestDataset MQ2008 = new TestDataset 720public static TestDataset SequenceDataset = new TestDataset() 728public static TestDataset trivialMatrixFactorization = new TestDataset()