62 references to PredictedLabel
Microsoft.ML.AutoML (4)
API\MulticlassClassificationExperiment.cs (2)
334pipeline = pipeline.Append(Context.Transforms.Conversion.MapKeyToValue(DefaultColumnNames.PredictedLabel, DefaultColumnNames.PredictedLabel));
TransformInference\TransformPostTrainerInference.cs (2)
37inferredTransforms.Add(KeyToValueMappingExtension.CreateSuggestedTransform(context, DefaultColumnNames.PredictedLabel, DefaultColumnNames.PredictedLabel));
Microsoft.ML.AutoML.Tests (5)
AutoFitTests.cs (5)
290Assert.Equal(NumberDataViewType.Single, scoredData.Schema[DefaultColumnNames.PredictedLabel].Type); 322Assert.Equal(NumberDataViewType.Single, scoredData.Schema[DefaultColumnNames.PredictedLabel].Type); 353Assert.Equal(TextDataViewType.Instance, scoredData.Schema[DefaultColumnNames.PredictedLabel].Type); 376Assert.Equal(TextDataViewType.Instance, scoredData.Schema[DefaultColumnNames.PredictedLabel].Type); 404Assert.Equal(TextDataViewType.Instance, scoredData.Schema[DefaultColumnNames.PredictedLabel].Type);
Microsoft.ML.Data (11)
Evaluators\AnomalyDetectionEvaluator.cs (1)
589string predictedLabel = DefaultColumnNames.PredictedLabel)
Scorers\MulticlassClassificationScorer.cs (1)
42public string PredictedLabelColumnName = DefaultColumnNames.PredictedLabel;
Scorers\PredictedLabelScorerBase.cs (3)
53bool user, int scoreColIndex, DataViewType predColType, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel) 94string scoreColKind, int scoreColIndex, DataViewType predColType, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel) 284Func<DataViewType, bool> outputTypeMatches, Func<DataViewType, ISchemaBoundRowMapper, DataViewType> getPredColType, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel)
Scorers\PredictionTransformer.cs (2)
485string scoreColumn = AnnotationUtils.Const.ScoreValueKind.Score, string predictedLabel = DefaultColumnNames.PredictedLabel) : 524predictedLabelColumn = DefaultColumnNames.PredictedLabel;
TrainCatalog.cs (4)
203string probabilityColumnName = DefaultColumnNames.Probability, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel) 224string predictedLabelColumnName = DefaultColumnNames.PredictedLabel) 523string predictedLabelColumnName = DefaultColumnNames.PredictedLabel, int topKPredictionCount = 0) 763string predictedLabelColumnName = DefaultColumnNames.PredictedLabel, int falsePositiveCount = 10)
Microsoft.ML.FastTree (3)
FastTreeClassification.cs (1)
318new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
GamClassification.cs (1)
189new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
RandomForestClassification.cs (1)
380new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Microsoft.ML.KMeansClustering (1)
KMeansPlusPlusTrainer.cs (1)
313new SchemaShape.Column(DefaultColumnNames.PredictedLabel,
Microsoft.ML.LightGbm (2)
LightGbmBinaryTrainer.cs (1)
288new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
LightGbmMulticlassTrainer.cs (1)
371new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.UInt32, true, metadata)
Microsoft.ML.Mkl.Components (1)
SymSgdClassificationTrainer.cs (1)
278new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Microsoft.ML.OnnxConverter (2)
SaveOnnxCommand.cs (2)
364var predictedLabelColumn = scorePipe.Schema.GetColumnOrNull(DefaultColumnNames.PredictedLabel); 367var outputData = new KeyToValueMappingTransformer(Host, DefaultColumnNames.PredictedLabel).Transform(scorePipe);
Microsoft.ML.PCA (1)
PcaTrainer.cs (1)
382new SchemaShape.Column(DefaultColumnNames.PredictedLabel,
Microsoft.ML.PerformanceTests (2)
StochasticDualCoordinateAscentClassifierBench.cs (2)
148_metrics = _evaluator.Evaluate(_scoredIrisTestData, DefaultColumnNames.Label, DefaultColumnNames.Score, DefaultColumnNames.PredictedLabel); 175public void EvaluateMetrics() => _evaluator.Evaluate(_scoredIrisTestData, DefaultColumnNames.Label, DefaultColumnNames.Score, DefaultColumnNames.PredictedLabel);
Microsoft.ML.StandardTrainers (19)
FactorizationMachine\FactorizationMachineTrainer.cs (1)
663new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
LdSvm\LdSvmTrainer.cs (1)
185new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\LogisticRegression\LogisticRegression.cs (1)
175new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\LogisticRegression\MulticlassLogisticRegression.cs (2)
379new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.UInt32, true, metadata) 985Host.Assert(outputs[0] == DefaultColumnNames.PredictedLabel);
Standard\MulticlassClassification\MetaMulticlassTrainer.cs (1)
179new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.UInt32,
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
125new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.UInt32, true, predLabelMetadata)
Standard\MulticlassClassification\OneVersusAllTrainer.cs (2)
540string[] localOutputNames = { DefaultColumnNames.PredictedLabel, DefaultColumnNames.Score, DefaultColumnNames.Probability }; 546predictorOutputNames[0] = ctx.AddIntermediateVariable(NumberDataViewType.UInt32, $"{DefaultColumnNames.PredictedLabel}_{i}", true);
Standard\Online\AveragedPerceptron.cs (1)
202new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\Online\LinearSvm.cs (1)
310new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\SdcaBinary.cs (6)
1637DefaultColumnNames.PredictedLabel, 1731DefaultColumnNames.PredictedLabel, 1789DefaultColumnNames.PredictedLabel, 2305new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 2393new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())) 2448new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Standard\SdcaMulticlass.cs (1)
169new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.UInt32, true, metadata)
Standard\Simple\SimpleTrainers.cs (1)
320new SchemaShape.Column(DefaultColumnNames.PredictedLabel, SchemaShape.Column.VectorKind.Scalar, BooleanDataViewType.Instance, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))
Microsoft.ML.TorchSharp (9)
AutoFormerV2\ObjectDetectionTrainer.cs (2)
48public string PredictedLabelColumnName = DefaultColumnNames.PredictedLabel; 136string predictedLabelColumnName = DefaultColumnNames.PredictedLabel,
NasBert\NerTrainer.cs (1)
84string predictionColumnName = DefaultColumnNames.PredictedLabel,
NasBert\TextClassificationTrainer.cs (1)
80string predictionColumnName = DefaultColumnNames.PredictedLabel,
TorchSharpBaseTrainer.cs (1)
43public string PredictionColumnName = DefaultColumnNames.PredictedLabel;
TorchSharpCatalog.cs (4)
44string outputColumnName = DefaultColumnNames.PredictedLabel, 122string predictedLabelColumnName = DefaultColumnNames.PredictedLabel, 181string outputColumnName = DefaultColumnNames.PredictedLabel, 219string outputColumnName = DefaultColumnNames.PredictedLabel,
Microsoft.ML.Vision (2)
ImageClassificationTrainer.cs (1)
509string predictedLabelColumn = DefaultColumnNames.PredictedLabel,
VisionCatalog.cs (1)
126string predictedLabelColumnName = DefaultColumnNames.PredictedLabel,