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