4 instantiations of LightGbmBinaryTrainer
Microsoft.ML.LightGbm (4)
LightGbmBinaryTrainer.cs (1)
322() => new LightGbmBinaryTrainer(host, input),
LightGbmCatalog.cs (3)
116return new LightGbmBinaryTrainer(env, labelColumnName, featureColumnName, exampleWeightColumnName, numberOfLeaves, minimumExampleCountPerLeaf, learningRate, numberOfIterations); 136return new LightGbmBinaryTrainer(env, options); 152return new LightGbmBinaryTrainer(env, lightGbmModel, featureColumnName);
40 references to LightGbmBinaryTrainer
Microsoft.ML.AutoML (4)
API\BinaryClassificationExperiment.cs (1)
117/// See <see cref="LightGbmBinaryTrainer"/>.
SweepableEstimator\Estimators\LightGbm.cs (1)
41var option = new LightGbmBinaryTrainer.Options()
TrainerExtensions\BinaryTrainerExtensions.cs (2)
118LightGbmBinaryTrainer.Options options = TrainerExtensionUtil.CreateLightGbmOptions<LightGbmBinaryTrainer.Options, float, BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>, CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>(sweepParams, columnInfo);
Microsoft.ML.LightGbm (25)
LightGbmBinaryTrainer.cs (18)
18[assembly: LoadableClass(LightGbmBinaryTrainer.Summary, typeof(LightGbmBinaryTrainer), typeof(LightGbmBinaryTrainer.Options), 20LightGbmBinaryTrainer.UserName, LightGbmBinaryTrainer.LoadNameValue, LightGbmBinaryTrainer.ShortName, DocName = "trainer/LightGBM.md")] 31/// Model parameters for <see cref="LightGbmBinaryTrainer"/>. 113/// <seealso cref="LightGbmExtensions.LightGbm(BinaryClassificationCatalog.BinaryClassificationTrainers, LightGbmBinaryTrainer.Options)"/> 114public sealed class LightGbmBinaryTrainer : LightGbmTrainerBase<LightGbmBinaryTrainer.Options, float, 144/// Controls the balance of positive and negative weights in <see cref="LightGbmBinaryTrainer"/>. 201/// Initializes a new instance of <see cref="LightGbmBinaryTrainer"/> 234/// Initializes a new instance of <see cref="LightGbmBinaryTrainer"/> 297/// Trains a <see cref="LightGbmBinaryTrainer"/> using both training and validation data, returns 311Desc = LightGbmBinaryTrainer.Summary, 312UserName = LightGbmBinaryTrainer.UserName, 313ShortName = LightGbmBinaryTrainer.ShortName)] 314public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironment env, LightGbmBinaryTrainer.Options input) 321return TrainerEntryPointsUtils.Train<LightGbmBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input,
LightGbmCatalog.cs (7)
88/// Create <see cref="LightGbmBinaryTrainer"/>, which predicts a target using a gradient boosting decision tree binary classification. 105public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 120/// Create <see cref="LightGbmBinaryTrainer"/> with advanced options, which predicts a target using a gradient boosting decision tree binary classification. 131public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 132LightGbmBinaryTrainer.Options options) 140/// Create <see cref="LightGbmBinaryTrainer"/> from a pre-trained LightGBM model, which predicts a target using a gradient boosting decision tree binary classification. 145public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
Microsoft.ML.Samples (3)
Dynamic\Trainers\BinaryClassification\LightGbm.cs (1)
30var pipeline = mlContext.BinaryClassification.Trainers
Dynamic\Trainers\BinaryClassification\LightGbmWithOptions.cs (2)
31var options = new LightGbmBinaryTrainer.Options 41var pipeline = mlContext.BinaryClassification.Trainers
Microsoft.ML.Tests (8)
TrainerEstimators\TreeEstimators.cs (8)
64var trainer = ML.BinaryClassification.Trainers.LightGbm(new LightGbmBinaryTrainer.Options 86var trainer = ML.BinaryClassification.Trainers.LightGbm(new LightGbmBinaryTrainer.Options 112var trainer = ML.BinaryClassification.Trainers.LightGbm(new LightGbmBinaryTrainer.Options 1050new LightGbmBinaryTrainer.Options 1085new LightGbmBinaryTrainer.Options