2 instantiations of SgdCalibratedTrainer
Microsoft.ML.StandardTrainers (2)
StandardTrainersCatalog.cs (2)
51
return new
SgdCalibratedTrainer
(env, labelColumnName, featureColumnName, exampleWeightColumnName,
75
return new
SgdCalibratedTrainer
(env, options);
20 references to SgdCalibratedTrainer
Microsoft.ML.AutoML (3)
TrainerExtensions\BinaryTrainerExtensions.cs (1)
203
var options = TrainerExtensionUtil.CreateOptions<
SgdCalibratedTrainer
.Options>(sweepParams, columnInfo.LabelColumnName);
TrainerExtensions\MultiTrainerExtensions.cs (2)
158
var
binaryTrainer = _binaryLearnerCatalogItem.CreateInstance(mlContext, sweepParams, columnInfo) as
SgdCalibratedTrainer
;
Microsoft.ML.Samples (3)
Dynamic\Trainers\BinaryClassification\SgdCalibrated.cs (1)
27
var
pipeline = mlContext.BinaryClassification.Trainers
Dynamic\Trainers\BinaryClassification\SgdCalibratedWithOptions.cs (2)
28
var options = new
SgdCalibratedTrainer
.Options()
39
var
pipeline = mlContext.BinaryClassification.Trainers
Microsoft.ML.SearchSpace.Tests (1)
SearchSpaceTest.cs (1)
284
CreateAndVerifyDefaultSearchSpace<
SgdCalibratedTrainer
.Options>();
Microsoft.ML.StandardTrainers (10)
Standard\SdcaBinary.cs (2)
2261
/// <seealso cref="StandardTrainersCatalog.SgdCalibrated(BinaryClassificationCatalog.BinaryClassificationTrainers,
SgdCalibratedTrainer
.Options)"/>
2268
/// Options for the <see cref="
SgdCalibratedTrainer
"/> as used in
StandardTrainersCatalog.cs (8)
24
/// Create <see cref="
SgdCalibratedTrainer
"/>, which predicts a target using a linear classification model.
41
public static
SgdCalibratedTrainer
SgdCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
45
int numberOfIterations =
SgdCalibratedTrainer
.Options.Defaults.NumberOfIterations,
46
double learningRate =
SgdCalibratedTrainer
.Options.Defaults.LearningRate,
47
float l2Regularization =
SgdCalibratedTrainer
.Options.Defaults.L2Regularization)
56
/// Create <see cref="Trainers.
SgdCalibratedTrainer
"/> with advanced options, which predicts a target using a linear classification model.
68
public static
SgdCalibratedTrainer
SgdCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
69
SgdCalibratedTrainer
.Options options)
Microsoft.ML.Tests (3)
FeatureContributionTests.cs (1)
167
new
SgdCalibratedTrainer
.Options()
TrainerEstimators\TrainerEstimators.cs (2)
93
ML.BinaryClassification.Trainers.SgdCalibrated(new Trainers.
SgdCalibratedTrainer
.Options(){ L2Regularization = 0, NumberOfIterations = 80})};
95
foreach (
var
trainer in trainers)