111 writes to FeatureColumnName
Microsoft.ML.AutoML (19)
SweepableEstimator\Estimators\FastForest.cs (3)
17FeatureColumnName = param.FeatureColumnName, 36FeatureColumnName = param.FeatureColumnName, 55FeatureColumnName = param.FeatureColumnName,
SweepableEstimator\Estimators\FastTree.cs (4)
20FeatureColumnName = param.FeatureColumnName, 43FeatureColumnName = param.FeatureColumnName, 66FeatureColumnName = param.FeatureColumnName, 89FeatureColumnName = param.FeatureColumnName,
SweepableEstimator\Estimators\Images.cs (1)
50FeatureColumnName = param.FeatureColumnName,
SweepableEstimator\Estimators\Lbfgs.cs (4)
18FeatureColumnName = param.FeatureColumnName, 36FeatureColumnName = param.FeatureColumnName, 54FeatureColumnName = param.FeatureColumnName, 72FeatureColumnName = param.FeatureColumnName,
SweepableEstimator\Estimators\LightGbm.cs (3)
21FeatureColumnName = param.FeatureColumnName, 49FeatureColumnName = param.FeatureColumnName, 77FeatureColumnName = param.FeatureColumnName,
SweepableEstimator\Estimators\Sdca.cs (4)
16FeatureColumnName = param.FeatureColumnName, 34FeatureColumnName = param.FeatureColumnName, 52FeatureColumnName = param.FeatureColumnName, 70FeatureColumnName = param.FeatureColumnName,
Microsoft.ML.Core.Tests (1)
UnitTests\TestEntryPoints.cs (1)
4460FeatureColumnName = "Features",
Microsoft.ML.EntryPoints (1)
OneVersusAllMacro.cs (1)
167combineArgs.FeatureColumnName = input.FeatureColumnName;
Microsoft.ML.FastTree (2)
FastTree.cs (1)
122FastTreeTrainerOptions.FeatureColumnName = featureColumnName;
GamTrainer.cs (1)
184GamTrainerOptions.FeatureColumnName = featureColumnName;
Microsoft.ML.IntegrationTests (1)
Validation.cs (1)
72{ RowGroupColumnName = "GroupId", LabelColumnName = "Label", FeatureColumnName = "Features" });
Microsoft.ML.KMeansClustering (1)
KMeansCatalog.cs (1)
40FeatureColumnName = featureColumnName,
Microsoft.ML.LightGbm (9)
LightGbmBinaryTrainer.cs (2)
223FeatureColumnName = featureColumnName, 246FeatureColumnName = featureColumnName,
LightGbmMulticlassTrainer.cs (2)
164FeatureColumnName = featureColumnName, 187FeatureColumnName = featureColumnName,
LightGbmRankingTrainer.cs (2)
207FeatureColumnName = featureColumnName, 232FeatureColumnName = featureColumnName,
LightGbmRegressionTrainer.cs (2)
181FeatureColumnName = featureColumnName, 209FeatureColumnName = featureColumnName,
LightGbmTrainerBase.cs (1)
334FeatureColumnName = featureColumnName,
Microsoft.ML.Mkl.Components (2)
MklComponentsCatalog.cs (2)
43FeatureColumnName = featureColumnName, 100FeatureColumnName = featureColumnName,
Microsoft.ML.PerformanceTests (1)
ImageClassificationBench.cs (1)
82FeatureColumnName = "Image",
Microsoft.ML.Predictor.Tests (9)
TestPredictors.cs (9)
634FeatureColumnName = "Features", 656FeatureColumnName = "Features", 763FeatureColumnName = "Features", 771FeatureColumnName = "Features", 779FeatureColumnName = "Features", 787FeatureColumnName = "Features", 809FeatureColumnName = "Features", 817FeatureColumnName = "Features", 825FeatureColumnName = "Features",
Microsoft.ML.Samples (21)
Dynamic\Trainers\AnomalyDetection\RandomizedPcaSampleWithOptions.cs (1)
38FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachineWithOptions.cs (1)
33FeatureColumnName = nameof(DataPoint.Field0),
Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
80FeatureColumnName = "Image",
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
66FeatureColumnName = "Image",
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
66FeatureColumnName = "Image",
Dynamic\Trainers\Regression\FastForestWithOptions.cs (1)
34FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\FastTreeTweedieWithOptions.cs (1)
34FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\FastTreeWithOptions.cs (1)
34FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\GamWithOptions.cs (1)
34FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\LbfgsPoissonRegressionWithOptions.cs (1)
31FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\LightGbmWithOptions.cs (1)
34FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\OnlineGradientDescentWithOptions.cs (1)
31FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptions.cs (1)
31FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Trainers\Regression\SdcaWithOptions.cs (1)
31FeatureColumnName = nameof(DataPoint.Features),
Dynamic\Transforms\TreeFeaturization\FastForestBinaryFeaturizationWithOptions.cs (1)
55FeatureColumnName = featureColumnName,
Dynamic\Transforms\TreeFeaturization\FastForestRegressionFeaturizationWithOptions.cs (1)
57FeatureColumnName = featureColumnName
Dynamic\Transforms\TreeFeaturization\FastTreeBinaryFeaturizationWithOptions.cs (1)
57FeatureColumnName = featureColumnName,
Dynamic\Transforms\TreeFeaturization\FastTreeRankingFeaturizationWithOptions.cs (1)
53FeatureColumnName = featureColumnName,
Dynamic\Transforms\TreeFeaturization\FastTreeRegressionFeaturizationWithOptions.cs (1)
57FeatureColumnName = featureColumnName
Dynamic\Transforms\TreeFeaturization\FastTreeTweedieFeaturizationWithOptions.cs (1)
57FeatureColumnName = featureColumnName
Dynamic\Transforms\TreeFeaturization\PretrainedTreeEnsembleFeaturizationWithOptions.cs (1)
45FeatureColumnName = featureColumnName,
Microsoft.ML.Samples.GPU (3)
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
80FeatureColumnName = "Image",
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
66FeatureColumnName = "Image",
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
66FeatureColumnName = "Image",
Microsoft.ML.Samples.OneDal (3)
Program.cs (3)
73options.FeatureColumnName = "Features"; 105options.FeatureColumnName = "Features"; 137options.FeatureColumnName = "Features";
Microsoft.ML.StandardTrainers (9)
Standard\LogisticRegression\LbfgsPredictorBase.cs (3)
215FeatureColumnName = featureColumn, 241options.FeatureColumnName = FeatureColumn.Name; 295FeatureColumnName = featureColumn,
Standard\Online\AveragedPerceptron.cs (1)
182FeatureColumnName = featureColumnName,
Standard\Online\LinearSvm.cs (1)
287FeatureColumnName = featureColumn,
Standard\Online\OnlineGradientDescent.cs (1)
154FeatureColumnName = featureColumn,
Standard\SdcaBinary.cs (2)
294args.FeatureColumnName = featureColumnName; 1984_options.FeatureColumnName = featureColumn;
StandardTrainersCatalog.cs (1)
922FeatureColumnName = featureColumnName,
Microsoft.ML.Sweeper (1)
Algorithms\SmacSweeper.cs (1)
143FeatureColumnName = DefaultColumnNames.Features,
Microsoft.ML.TensorFlow.Tests (5)
TensorflowTests.cs (5)
844FeatureColumnName = "Features", 1502FeatureColumnName = "Image", 1636FeatureColumnName = "Image", 1793FeatureColumnName = "Image", 1872FeatureColumnName = "Image",
Microsoft.ML.Tests (22)
AnomalyDetectionTests.cs (2)
70FeatureColumnName = nameof(DataPoint.Features), 100FeatureColumnName = nameof(DataPoint.Features),
OnnxConversionTest.cs (3)
82FeatureColumnName = "FeatureVector", 156FeatureColumnName = DefaultColumnNames.Features, 578FeatureColumnName = "FeatureVector",
TrainerEstimators\FAFMEstimator.cs (2)
49ffmArgs.FeatureColumnName = nameof(FfmExample.Field0); // First field. 73FeatureColumnName = "Feature1", // Features from the 1st field.
TrainerEstimators\MetalinearEstimators.cs (1)
91FeatureColumnName = "Vars",
TrainerEstimators\OneDalEstimators.cs (1)
66options.FeatureColumnName = "Features";
TrainerEstimators\TrainerEstimators.cs (1)
76FeatureColumnName = featureColumn,
TrainerEstimators\TreeEnsembleFeaturizerTest.cs (10)
363FeatureColumnName = "Features", 402FeatureColumnName = "Features", 441FeatureColumnName = "Features", 479FeatureColumnName = "Features", 517FeatureColumnName = "Features", 555FeatureColumnName = "Features", 593FeatureColumnName = "Features", 648FeatureColumnName = "Features", 722FeatureColumnName = "Features", 780FeatureColumnName = "Features",
TrainerEstimators\TreeEstimators.cs (2)
178FeatureColumnName = "NumericFeatures", 199var trainer = ML.Ranking.Trainers.LightGbm(new LightGbmRankingTrainer.Options() { LabelColumnName = "Label0", FeatureColumnName = "NumericFeatures", RowGroupColumnName = "Group", LearningRate = 0.4 });
Microsoft.ML.Vision (1)
ImageClassificationTrainer.cs (1)
513FeatureColumnName = featureColumn,
33 references to FeatureColumnName
Microsoft.ML.Data (1)
EntryPoints\InputBase.cs (1)
73var feature = FindColumn(ch, schema, input.FeatureColumnName);
Microsoft.ML.Ensemble (3)
Trainer\Binary\EnsembleTrainer.cs (1)
60ComponentFactoryUtils.CreateFromFunction(env => new LinearSvmTrainer(env, LabelColumnName, FeatureColumnName))
Trainer\Multiclass\MulticlassDataPartitionEnsembleTrainer.cs (1)
67ComponentFactoryUtils.CreateFromFunction(env => new LbfgsMaximumEntropyMulticlassTrainer(env, LabelColumnName, FeatureColumnName))
Trainer\Regression\RegressionEnsembleTrainer.cs (1)
55ComponentFactoryUtils.CreateFromFunction(env => new OnlineGradientDescentTrainer(env, LabelColumnName, FeatureColumnName))
Microsoft.ML.EntryPoints (5)
ModelOperations.cs (2)
149var feature = TrainUtils.MatchNameOrDefaultOrNull(ch, schema, nameof(input.FeatureColumnName), 150input.FeatureColumnName, DefaultColumnNames.Features);
OneVersusAllMacro.cs (3)
125var feature = TrainUtils.MatchNameOrDefaultOrNull(ch, schema, nameof(Arguments.FeatureColumnName), 126input.FeatureColumnName, DefaultColumnNames.Features); 167combineArgs.FeatureColumnName = input.FeatureColumnName;
Microsoft.ML.FastTree (2)
FastTree.cs (1)
143: base(Contracts.CheckRef(env, nameof(env)).Register(RegisterName), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), label, TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName),
GamTrainer.cs (1)
197: base(Contracts.CheckRef(env, nameof(env)).Register(name), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName),
Microsoft.ML.KMeansClustering (2)
KMeansPlusPlusTrainer.cs (2)
171: base(Contracts.CheckRef(env, nameof(env)).Register(LoadNameValue), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), default, TrainerUtils.MakeR4ScalarWeightColumn(options.ExampleWeightColumnName)) 176_featureColumn = options.FeatureColumnName;
Microsoft.ML.LightGbm (1)
LightGbmTrainerBase.cs (1)
343: base(Contracts.CheckRef(env, nameof(env)).Register(name), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), label,
Microsoft.ML.Mkl.Components (2)
OlsLinearRegression.cs (1)
121: base(Contracts.CheckRef(env, nameof(env)).Register(LoadNameValue), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName),
SymSgdClassificationTrainer.cs (1)
241: base(Contracts.CheckRef(env, nameof(env)).Register(LoadNameValue), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName),
Microsoft.ML.PCA (1)
PcaTrainer.cs (1)
155: this(env, options, options.FeatureColumnName, options.ExampleWeightColumnName)
Microsoft.ML.StandardTrainers (11)
FactorizationMachine\FactorizationMachineTrainer.cs (2)
150/// Extra feature column names. The column named <see cref="TrainerInputBase.FeatureColumnName"/> stores features from the first field. 233FeatureColumns[0] = new SchemaShape.Column(options.FeatureColumnName, SchemaShape.Column.VectorKind.Vector, NumberDataViewType.Single, false);
LdSvm\LdSvmTrainer.cs (2)
166TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), 666=> new BinaryPredictionTransformer<LdSvmModelParameters>(Host, model, trainSchema, _options.FeatureColumnName);
Standard\LogisticRegression\LbfgsPredictorBase.cs (1)
232: base(Contracts.CheckRef(env, nameof(env)).Register(RegisterName), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName),
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
108: base(Contracts.CheckRef(env, nameof(env)).Register(LoadName), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName),
Standard\Online\OnlineLinear.cs (1)
262: base(Contracts.CheckRef(env, nameof(env)).Register(name), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), label, TrainerUtils.MakeR4ScalarWeightColumn(options.InitialWeights))
Standard\SdcaBinary.cs (2)
308: base(Contracts.CheckRef(env, nameof(env)).Register(RegisterName), TrainerUtils.MakeR4VecFeature(options.FeatureColumnName), label, weight) 1999: base(env, options.FeatureColumnName, TrainerUtils.MakeBoolScalarLabel(options.LabelColumnName), options.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)
Microsoft.ML.Vision (5)
ImageClassificationTrainer.cs (5)
527new SchemaShape.Column(options.FeatureColumnName, SchemaShape.Column.VectorKind.VariableVector, 532Host.CheckNonEmpty(options.FeatureColumnName, nameof(options.FeatureColumnName)); 684_options.FeatureColumnName, imageProcessor, _inputTensorName, _bottleneckTensor.name, 697_options.FeatureColumnName, imageProcessor,