99 references to ColumnInformation
Microsoft.ML.AutoML (24)
API\AutoCatalog.cs (2)
257columnInformation = columnInformation ?? new ColumnInformation(); 761var columnInfo = new ColumnInformation();
API\BinaryClassificationExperiment.cs (3)
249var columnInformation = new ColumnInformation() 259var columnInformation = new ColumnInformation() 305var columnInformation = new ColumnInformation()
API\ExperimentBase.cs (9)
73columnInformation = new ColumnInformation() 82columnInformation = new ColumnInformation() 162new ColumnInformation() { LabelColumnName = labelColumnName, GroupIdColumnName = DefaultColumnNames.GroupId } : 163new ColumnInformation() { LabelColumnName = labelColumnName }; 253new ColumnInformation() 260new ColumnInformation() 278columnInfo = columnInfo ?? new ColumnInformation(); 302columnInfo = columnInfo ?? new ColumnInformation(); 329columnInfo = columnInfo ?? new ColumnInformation();
API\MulticlassClassificationExperiment.cs (3)
237var columnInformation = new ColumnInformation() 247var columnInformation = new ColumnInformation() 295var columnInformation = new ColumnInformation()
API\RegressionExperiment.cs (3)
231var columnInformation = new ColumnInformation() 241var columnInformation = new ColumnInformation() 288var columnInformation = new ColumnInformation()
ColumnInference\ColumnInferenceApi.cs (2)
26var columnInfo = new ColumnInformation() { LabelColumnName = typeInference.Columns[labelColumnIndex].SuggestedName }; 34var columnInfo = new ColumnInformation() { LabelColumnName = labelColumn };
ColumnInference\ColumnInformationUtil.cs (1)
74var columnInfo = new ColumnInformation();
TrainerExtensions\TrainerExtensionUtil.cs (1)
210var columnInfo = new ColumnInformation();
Microsoft.ML.AutoML.Samples (2)
AutoFit\RankingExperiment.cs (1)
33new ColumnInformation()
AutoFit\RecommendationExperiment.cs (1)
36new ColumnInformation()
Microsoft.ML.AutoML.Tests (58)
AutoFitTests.cs (10)
60.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }); 87.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }); 437new ColumnInformation() 443new ColumnInformation() 491new ColumnInformation() 533new ColumnInformation() 603new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }) 610new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }) 617new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }) 655.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel });
ColumnInferenceTests.cs (5)
109var columnInfo = new ColumnInformation() 154new ColumnInformation() 174new ColumnInformation() 189var columnInfo = new ColumnInformation() { LabelColumnName = DatasetUtil.MlNetGeneratedRegressionLabel }; 220var inputColumnInformation = new ColumnInformation();
ColumnInferenceValidationUtilTests.cs (1)
28var columnInfo = new ColumnInformation();
ColumnInformationUtilTests.cs (2)
22var columnInfo = new ColumnInformation() 53var columnInfo = new ColumnInformation()
GetNextPipelineTests.cs (3)
28var columns = DatasetColumnInfoUtil.GetDatasetColumnInfo(context, uciAdult, new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }); 53var columns = DatasetColumnInfoUtil.GetDatasetColumnInfo(context, uciAdult, new ColumnInformation() { LabelColumnName = DatasetUtil.UciAdultLabel }); 75var allAvailableTrainers = RecipeInference.AllowedTrainers(context, task, new ColumnInformation(), null);
InferredPipelineTests.cs (1)
23var columnInfo = new ColumnInformation();
PurposeInferenceTests.cs (1)
37var purposes = PurposeInference.InferPurposes(context, data, new ColumnInformation());
SuggestedPipelineBuilderTests.cs (2)
70new ColumnInformation()); 77new ColumnInformation());
TrainerExtensionsTests.cs (12)
26var columnInfo = new ColumnInformation(); 55var columnInfo = new ColumnInformation(); 72var pipelineNode = new MatrixFactorizationExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 108var pipelineNode = new LightGbmBinaryExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 153var pipelineNode = new SdcaLogisticRegressionBinaryExtension().CreatePipelineNode(sweepParams, new ColumnInformation()); 181new ColumnInformation()); 201var columnInfo = new ColumnInformation() 236var pipelineNode = new AveragedPerceptronBinaryExtension().CreatePipelineNode(null, new ColumnInformation() { LabelColumnName = "L" }); 257var pipelineNode = new FastForestOvaExtension().CreatePipelineNode(null, new ColumnInformation()); 286var columnInfo = new ColumnInformation() 404var trainers = RecipeInference.AllowedTrainers(new MLContext(1), TaskKind.BinaryClassification, new ColumnInformation(), null); 412var trainers = RecipeInference.AllowedTrainers(new MLContext(1), TaskKind.BinaryClassification, new ColumnInformation(), allowList);
UserInputValidationTests.cs (20)
29var ex = Assert.Throws<ArgumentNullException>(() => UserInputValidationUtil.ValidateExperimentExecuteArgs(null, new ColumnInformation(), null, TaskKind.Regression)); 37new ColumnInformation() { LabelColumnName = null }, null, TaskKind.Regression)); 49new ColumnInformation() { LabelColumnName = columnName }, null, task)); 63new ColumnInformation() { LabelColumnName = mistypedColumnName }, null, task)); 73var columnInfo = new ColumnInformation(); 86var columnInfo = new ColumnInformation(); 96var columnInfo = new ColumnInformation(); 119new ColumnInformation() { LabelColumnName = "0" }, validData, task)); 142new ColumnInformation() { LabelColumnName = "0" }, validData, task)); 165new ColumnInformation() { LabelColumnName = "0" }, validData, TaskKind.Regression)); 208var ex = Assert.Throws<ArgumentException>(() => UserInputValidationUtil.ValidateExperimentExecuteArgs(dataView, new ColumnInformation(), null, TaskKind.Regression)); 223var columnInfo = new ColumnInformation(); 288UserInputValidationUtil.ValidateExperimentExecuteArgs(dataView, new ColumnInformation(), 302var ex = Assert.Throws<ArgumentException>(() => UserInputValidationUtil.ValidateExperimentExecuteArgs(dataView, new ColumnInformation(), 315var ex = Assert.Throws<ArgumentException>(() => UserInputValidationUtil.ValidateExperimentExecuteArgs(dataView, new ColumnInformation(), 338var ex = Assert.Throws<ArgumentException>(() => UserInputValidationUtil.ValidateExperimentExecuteArgs(trainingData, new ColumnInformation(), 368UserInputValidationUtil.ValidateExperimentExecuteArgs(trainingData, new ColumnInformation(), validationData, TaskKind.BinaryClassification); 388UserInputValidationUtil.ValidateExperimentExecuteArgs(dataView, new ColumnInformation(), null, task); 404new ColumnInformation() { LabelColumnName = mistypedColumnName }, null, task)); 419new ColumnInformation() { LabelColumnName = mistypedColumnName }, null, task));
Utils\TaskAgnosticAutoFit.cs (1)
48var columnInformation = new ColumnInformation() { LabelColumnName = label };
Microsoft.ML.CodeGenerator.Tests (15)
ApprovalTests\ConsoleCodeGeneratorTests.cs (12)
585ColumnInformation = new ColumnInformation() 603var trainer1 = new SuggestedTrainer(context, new LightGbmBinaryExtension(), new ColumnInformation(), hyperparams1); 627ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 640var trainer1 = new SuggestedTrainer(context, new LightGbmRegressionExtension(), new ColumnInformation(), hyperparams1); 664ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 713ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 755ColumnInformation = new ColumnInformation() { LabelColumnName = "Label", GroupIdColumnName = "GroupId" } 802ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 846ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 1014ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" } 1098var trainer1 = new SuggestedTrainer(context, new FastForestOvaExtension(), new ColumnInformation(), hyperparams1); 1123ColumnInformation = new ColumnInformation() { LabelColumnName = "Label" }
CodeGenTests.cs (1)
109ColumnInformation = new ColumnInformation()
UtilTest.cs (2)
134ColumnInformation = new ColumnInformation() 169ColumnInformation = new ColumnInformation()