2 instantiations of EnsembleTrainer
Microsoft.ML.Ensemble (2)
EntryPoints\CreateEnsemble.cs (1)
157
var trainer = new
EnsembleTrainer
(host, args);
EntryPoints\Ensemble.cs (1)
25
() => new
EnsembleTrainer
(host, input),
17 references to EnsembleTrainer
Microsoft.ML.Ensemble (17)
EntryPoints\CreateEnsemble.cs (3)
131
[TlcModule.EntryPoint(Name = "Models.BinaryEnsemble", Desc = "Combine binary classifiers into an ensemble", UserName =
EnsembleTrainer
.UserNameValue)]
141
var args = new
EnsembleTrainer
.Arguments();
157
var
trainer = new EnsembleTrainer(host, args);
EntryPoints\Ensemble.cs (5)
16
[TlcModule.EntryPoint(Name = "Trainers.EnsembleBinaryClassifier", Desc = "Train binary ensemble.", UserName =
EnsembleTrainer
.UserNameValue)]
17
public static CommonOutputs.BinaryClassificationOutput CreateBinaryEnsemble(IHostEnvironment env,
EnsembleTrainer
.Arguments input)
24
return TrainerEntryPointsUtils.Train<
EnsembleTrainer
.Arguments, CommonOutputs.BinaryClassificationOutput>(host, input,
29
[TlcModule.EntryPoint(Name = "Trainers.EnsembleClassification", Desc = "Train multiclass ensemble.", UserName =
EnsembleTrainer
.UserNameValue)]
42
[TlcModule.EntryPoint(Name = "Trainers.EnsembleRegression", Desc = "Train regression ensemble.", UserName =
EnsembleTrainer
.UserNameValue)]
Trainer\Binary\EnsembleTrainer.cs (8)
15
[assembly: LoadableClass(
EnsembleTrainer
.Summary, typeof(
EnsembleTrainer
), typeof(
EnsembleTrainer
.Arguments),
17
EnsembleTrainer
.UserNameValue,
EnsembleTrainer
.LoadNameValue, "pe", "ParallelEnsemble")]
19
[assembly: LoadableClass(typeof(
EnsembleTrainer
), typeof(
EnsembleTrainer
.Arguments), typeof(SignatureModelCombiner),
20
"Binary Classification Ensemble Model Combiner",
EnsembleTrainer
.LoadNameValue, "pe", "ParallelEnsemble")]
Trainer\EnsembleTrainerBase.cs (1)
85
ch.CheckUserArg(Utils.Size(predictorFactories) > 0, nameof(
EnsembleTrainer
.Arguments.BasePredictors), "This should have at-least one value");