19 references to Probability
Microsoft.ML.Data (6)
Prediction\CalibratorCatalog.cs (5)
125outColumns[DefaultColumnNames.Probability] = new SchemaShape.Column(DefaultColumnNames.Probability, 135/// <see cref="DefaultColumnNames.Probability"/> column containing the calibrated <see cref="DefaultColumnNames.Score"/>. 139/// <see cref="DefaultColumnNames.Probability"/> column.</returns> 309new DataViewSchema.DetachedColumn(DefaultColumnNames.Probability, NumberDataViewType.Single, builder.ToAnnotations())
TrainCatalog.cs (1)
203string probabilityColumnName = DefaultColumnNames.Probability, string predictedLabelColumnName = DefaultColumnNames.PredictedLabel)
Microsoft.ML.FastTree (2)
FastTreeClassification.cs (1)
317new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
GamClassification.cs (1)
188new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Microsoft.ML.LightGbm (1)
LightGbmBinaryTrainer.cs (1)
287new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Microsoft.ML.Mkl.Components (1)
SymSgdClassificationTrainer.cs (1)
277new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Microsoft.ML.StandardTrainers (9)
FactorizationMachine\FactorizationMachineTrainer.cs (1)
662new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Standard\LogisticRegression\LogisticRegression.cs (1)
174new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Standard\MulticlassClassification\OneVersusAllTrainer.cs (2)
540string[] localOutputNames = { DefaultColumnNames.PredictedLabel, DefaultColumnNames.Score, DefaultColumnNames.Probability }; 548predictorOutputNames[2] = ctx.AddIntermediateVariable(NumberDataViewType.Single, $"{DefaultColumnNames.Probability}_{i}", true);
Standard\SdcaBinary.cs (4)
1631DefaultColumnNames.Probability, 1800DefaultColumnNames.Probability, 2304new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))), 2447new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),
Standard\Simple\SimpleTrainers.cs (1)
319new SchemaShape.Column(DefaultColumnNames.Probability, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation(true))),