ExampleWeightColumnName

SweepableEstimator\Estimators\FastForest.cs (3)

18ExampleWeightColumnName = param.ExampleWeightColumnName, 37ExampleWeightColumnName = param.ExampleWeightColumnName, 56ExampleWeightColumnName = param.ExampleWeightColumnName,

SweepableEstimator\Estimators\FastTree.cs (4)

21ExampleWeightColumnName = param.ExampleWeightColumnName, 44ExampleWeightColumnName = param.ExampleWeightColumnName, 67ExampleWeightColumnName = param.ExampleWeightColumnName, 90ExampleWeightColumnName = param.ExampleWeightColumnName,

SweepableEstimator\Estimators\Lbfgs.cs (4)

19ExampleWeightColumnName = param.ExampleWeightColumnName, 37ExampleWeightColumnName = param.ExampleWeightColumnName, 55ExampleWeightColumnName = param.ExampleWeightColumnName, 73ExampleWeightColumnName = param.ExampleWeightColumnName,

SweepableEstimator\Estimators\LightGbm.cs (3)

22ExampleWeightColumnName = param.ExampleWeightColumnName, 50ExampleWeightColumnName = param.ExampleWeightColumnName, 78ExampleWeightColumnName = param.ExampleWeightColumnName,

SweepableEstimator\Estimators\Sdca.cs (4)

17ExampleWeightColumnName = param.ExampleWeightColumnName, 35ExampleWeightColumnName = param.ExampleWeightColumnName, 53ExampleWeightColumnName = param.ExampleWeightColumnName, 71ExampleWeightColumnName = param.ExampleWeightColumnName,

TrainerExtensions\BinaryTrainerExtensions.cs (4)

75options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 97options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 182options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 204options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName;

TrainerExtensions\MultiTrainerExtensions.cs (1)

223options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName;

TrainerExtensions\RegressionTrainerExtensions.cs (5)

26options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 48options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 70options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 134options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName; 156options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName;

TrainerExtensions\TrainerExtensionUtil.cs (1)

88options.ExampleWeightColumnName = columnInfo.ExampleWeightColumnName;

FastTree.cs (1)

123FastTreeTrainerOptions.ExampleWeightColumnName = exampleWeightColumnName;

GamTrainer.cs (1)

187GamTrainerOptions.ExampleWeightColumnName = weightCrowGroupColumnName;

LightGbmBinaryTrainer.cs (1)

224ExampleWeightColumnName = exampleWeightColumnName,

LightGbmMulticlassTrainer.cs (1)

165ExampleWeightColumnName = exampleWeightColumnName,

LightGbmRankingTrainer.cs (1)

208ExampleWeightColumnName = weightsColumnName,

LightGbmRegressionTrainer.cs (1)

182ExampleWeightColumnName = exampleWeightColumnName,

LightGbmTrainerBase.cs (1)

335ExampleWeightColumnName = exampleWeightColumnName,

MklComponentsCatalog.cs (1)

44ExampleWeightColumnName = exampleWeightColumnName

Standard\LogisticRegression\LbfgsPredictorBase.cs (4)

217ExampleWeightColumnName = weightColumn, 243options.ExampleWeightColumnName = WeightColumn.Name; 297ExampleWeightColumnName = weightColumn, 305args.ExampleWeightColumnName = weightColumn;

Standard\SdcaBinary.cs (1)

1986_options.ExampleWeightColumnName = weightColumn;

StandardTrainersCatalog.cs (1)

923ExampleWeightColumnName = exampleWeightColumnName,

TrainerEstimators\SdcaTests.cs (2)

121new SdcaLogisticRegressionBinaryTrainer.Options { ExampleWeightColumnName = "Weight", NumberOfThreads = 1 }); 180new SdcaMaximumEntropyMulticlassTrainer.Options { LabelColumnName = "LabelIndex", ExampleWeightColumnName = "Weight", NumberOfThreads = 1 }));

UnitTests\TestEntryPoints.cs (3)

373Assert.True(instance.ExampleWeightColumnName == null); 376Assert.Equal("OtherWeight", instance.ExampleWeightColumnName); 380Assert.Equal("AnotherWeight", instance.ExampleWeightColumnName);

ModelOperations.cs (2)

151var weight = TrainUtils.MatchNameOrDefaultOrNull(ch, schema, nameof(input.ExampleWeightColumnName), 152input.ExampleWeightColumnName, DefaultColumnNames.Weight);

OneVersusAllMacro.cs (2)

127var weight = TrainUtils.MatchNameOrDefaultOrNull(ch, schema, nameof(Arguments.ExampleWeightColumnName), 128input.ExampleWeightColumnName, DefaultColumnNames.Weight);

FastTree.cs (1)

143: base(Contracts.CheckRef(env, nameof(env)).Register(RegisterName), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), label, TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName),

FastTreeClassification.cs (1)

444() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

FastTreeRanking.cs (1)

1093() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

FastTreeRegression.cs (1)

544() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

FastTreeTweedie.cs (1)

580() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

GamTrainer.cs (3)

198label, TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName)) 696() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName)); 710() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

RandomForestClassification.cs (1)

420() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

RandomForestRegression.cs (1)

605() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

LightGbmBinaryTrainer.cs (1)

324getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmMulticlassTrainer.cs (1)

406getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmRankingTrainer.cs (1)

336getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

LightGbmRegressionTrainer.cs (1)

284getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmTrainerBase.cs (1)

344TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName), TrainerUtils.MakeU4ScalarColumn(options.RowGroupColumnName))

OlsLinearRegression.cs (2)

122TrainerUtils.MakeR4ScalarColumn(options.LabelColumnName), TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName)) 685() => TrainerEntryPointsUtils.FindColumn(host, options.TrainingData.Schema, options.ExampleWeightColumnName));

FactorizationMachine\FactorizationMachineTrainer.cs (2)

240WeightColumn = options.ExampleWeightColumnName != null ? new SchemaShape.Column(options.ExampleWeightColumnName, SchemaShape.Column.VectorKind.Scalar, NumberDataViewType.Single, false) : default;

LdSvm\LdSvmTrainer.cs (1)

168TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName))

Standard\LogisticRegression\LbfgsPredictorBase.cs (1)

233labelColumn, TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName))

Standard\LogisticRegression\LogisticRegression.cs (1)

476() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\LogisticRegression\MulticlassLogisticRegression.cs (1)

407() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\PoissonRegression\PoissonRegression.cs (1)

222() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\SdcaBinary.cs (3)

1514: base(env, options, TrainerUtils.MakeBoolScalarLabel(options.LabelColumnName), TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName)) 1999: base(env, options.FeatureColumnName, TrainerUtils.MakeBoolScalarLabel(options.LabelColumnName), options.ExampleWeightColumnName) 2477() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName),

Standard\SdcaMulticlass.cs (1)

155: this(env, options, options.FeatureColumnName, options.LabelColumnName, options.ExampleWeightColumnName)

Standard\SdcaRegression.cs (1)

140: this(env, options, options.FeatureColumnName, options.LabelColumnName, options.ExampleWeightColumnName)