Score

TrainerExtensions\TrainerExtensionUtil.cs (2)

131DefaultColumnNames.Score, properties); 138DefaultColumnNames.Score, BuildLightGbmPipelineNodeProps(sweepParams, labelColumn, weightColumn, groupColumn));

Evaluators\AnomalyDetectionEvaluator.cs (1)

588internal AnomalyDetectionMetrics Evaluate(IDataView data, string label = DefaultColumnNames.Label, string score = DefaultColumnNames.Score,

Prediction\Calibrator.cs (2)

1023var scoreColumn = scored.Schema[DefaultColumnNames.Score]; 1024return TrainCalibrator(env, ch, caliTrainer, scored, data.Schema.Label.Value.Name, DefaultColumnNames.Score, data.Schema.Weight?.Name, maxRows);

Prediction\CalibratorCatalog.cs (7)

135/// <see cref="DefaultColumnNames.Probability"/> column containing the calibrated <see cref="DefaultColumnNames.Score"/>. 199_scoreColumnName = DefaultColumnNames.Score; 203string ISingleFeaturePredictionTransformer<TICalibrator>.FeatureColumnName => DefaultColumnNames.Score; 351string scoreColumnName = DefaultColumnNames.Score, 383string scoreColumn = DefaultColumnNames.Score) 439string scoreColumn = DefaultColumnNames.Score, 488string scoreColumn = DefaultColumnNames.Score,

Scorers\PredictionTransformer.cs (4)

323float threshold = 0.5f, string thresholdColumn = DefaultColumnNames.Score) 393float threshold = 0f, string thresholdColumn = DefaultColumnNames.Score) 404float threshold = 0f, string thresholdColumn = DefaultColumnNames.Score) 670float threshold = 0f, string thresholdColumn = DefaultColumnNames.Score)

TrainCatalog.cs (12)

PipelineEnsemble.cs (1)

139var mapperColumns = Mappers[i].OutputSchema.Where(col => col.Name == DefaultColumnNames.Score);

FastTreeClassification.cs (1)

316new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

FastTreeRanking.cs (1)

489new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

FastTreeRegression.cs (1)

205new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

FastTreeTweedie.cs (2)

211new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false) 364new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

GamClassification.cs (1)

187new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

GamModelParameters.cs (2)

681builder.AddColumn(DefaultColumnNames.Score, NumberDataViewType.Single, _scores); 684new RoleMappedSchema.ColumnRole(AnnotationUtils.Const.ScoreValueKind.Score).Bind(DefaultColumnNames.Score));

GamRegression.cs (1)

139new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

RandomForestClassification.cs (1)

379new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

RandomForestRegression.cs (1)

508new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

KMeansPlusPlusTrainer.cs (1)

307new SchemaShape.Column(DefaultColumnNames.Score,

LightGbmBinaryTrainer.cs (1)

286new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

LightGbmMulticlassTrainer.cs (1)

370new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),

LightGbmRankingTrainer.cs (1)

302new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

LightGbmRegressionTrainer.cs (1)

250new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

OlsLinearRegression.cs (1)

138new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

SymSgdClassificationTrainer.cs (1)

276new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

PcaTrainer.cs (1)

376new SchemaShape.Column(DefaultColumnNames.Score,

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);

MatrixFactorizationTrainer.cs (1)

595new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

RecommenderCatalog.cs (1)

109public RegressionMetrics Evaluate(IDataView data, string labelColumnName = DefaultColumnNames.Label, string scoreColumnName = DefaultColumnNames.Score)

FactorizationMachine\FactorizationMachineTrainer.cs (1)

661new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

FactorizationMachine\FieldAwareFactorizationMachineModelParameters.cs (1)

305string[] featureColumns, float threshold = 0f, string thresholdColumn = DefaultColumnNames.Score)

LdSvm\LdSvmTrainer.cs (1)

184new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

Standard\LogisticRegression\LogisticRegression.cs (1)

173new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

Standard\LogisticRegression\MulticlassLogisticRegression.cs (2)

378new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))), 986Host.Assert(outputs[1] == DefaultColumnNames.Score);

Standard\MulticlassClassification\MetaMulticlassTrainer.cs (1)

177new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single,

Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)

124new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),

Standard\MulticlassClassification\OneVersusAllTrainer.cs (2)

540string[] localOutputNames = { DefaultColumnNames.PredictedLabel, DefaultColumnNames.Score, DefaultColumnNames.Probability }; 547predictorOutputNames[1] = ctx.AddIntermediateVariable(NumberDataViewType.Single, $"{DefaultColumnNames.Score}_{i}", true);

Standard\Online\AveragedPerceptron.cs (1)

201new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

Standard\Online\LinearSvm.cs (1)

309new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

Standard\Online\OnlineGradientDescent.cs (1)

172new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

Standard\PoissonRegression\PoissonRegression.cs (1)

123new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

Standard\SdcaBinary.cs (6)

1625DefaultColumnNames.Score, 1724DefaultColumnNames.Score, 1782DefaultColumnNames.Score, 2303new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 2392new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())), 2446new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

Standard\SdcaMulticlass.cs (1)

168new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.AnnotationsForMulticlassScoreColumn(labelCol))),

Standard\SdcaRegression.cs (1)

197new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation()))

Standard\Simple\SimpleTrainers.cs (1)

318new SchemaShape.Column(DefaultColumnNames.Score, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false, new SchemaShape(AnnotationUtils.GetTrainerOutputAnnotation())),

TrainerEstimators\CalibratorEstimators.cs (4)

182scoreColumnName: i > 0 ? "ScoreX" : DefaultColumnNames.Score); 188scoreColumn: i > 0 ? "ScoreX" : DefaultColumnNames.Score); 194scoreColumn: i > 0 ? "ScoreX" : DefaultColumnNames.Score); 200scoreColumn: i > 0 ? "ScoreX" : DefaultColumnNames.Score);

AutoFormerV2\ObjectDetectionTrainer.cs (2)

68public string ScoreColumnName = DefaultColumnNames.Score; 137string scoreColumnName = DefaultColumnNames.Score,

NasBert\SentenceSimilarityTrainer.cs (1)

80string scoreColumnName = DefaultColumnNames.Score,

NasBert\TextClassificationTrainer.cs (1)

81string scoreColumnName = DefaultColumnNames.Score,

TorchSharpBaseTrainer.cs (1)

38public string ScoreColumnName = DefaultColumnNames.Score;

TorchSharpCatalog.cs (4)

43string scoreColumnName = DefaultColumnNames.Score, 84string scoreColumnName = DefaultColumnNames.Score, 123string scoreColumnName = DefaultColumnNames.Score, 264string scoreColumnName = DefaultColumnNames.Score,

ImageClassificationTrainer.cs (1)

508string scoreColumn = DefaultColumnNames.Score,

VisionCatalog.cs (1)

125string scoreColumnName = DefaultColumnNames.Score,