TrainerEntryPointsUtils

EntryPoints\Ensemble.cs (6)

24return TrainerEntryPointsUtils.Train<EnsembleTrainer.Arguments, CommonOutputs.BinaryClassificationOutput>(host, input, 26() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName)); 37return TrainerEntryPointsUtils.Train<MulticlassDataPartitionEnsembleTrainer.Arguments, CommonOutputs.MulticlassClassificationOutput>(host, input, 39() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName)); 50return TrainerEntryPointsUtils.Train<RegressionEnsembleTrainer.Arguments, CommonOutputs.RegressionOutput>(host, input, 52() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));

FastTreeClassification.cs (4)

441return TrainerEntryPointsUtils.Train<FastTreeBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input, 443() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 444() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 445() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

FastTreeRanking.cs (4)

1090return TrainerEntryPointsUtils.Train<FastTreeRankingTrainer.Options, CommonOutputs.RankingOutput>(host, input, 1092() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 1093() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 1094() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

FastTreeRegression.cs (4)

541return TrainerEntryPointsUtils.Train<FastTreeRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 543() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 544() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 545() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

FastTreeTweedie.cs (4)

577return TrainerEntryPointsUtils.Train<FastTreeTweedieTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 579() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 580() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 581() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

GamTrainer.cs (6)

693return TrainerEntryPointsUtils.Train<GamRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 695() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 696() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName)); 707return TrainerEntryPointsUtils.Train<GamBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input, 709() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 710() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

RandomForestClassification.cs (4)

417return TrainerEntryPointsUtils.Train<FastForestBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input, 419() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 420() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 421() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName),

RandomForestRegression.cs (4)

602return TrainerEntryPointsUtils.Train<FastForestRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 604() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 605() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 606() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

KMeansPlusPlusTrainer.cs (2)

298return TrainerEntryPointsUtils.Train<Options, CommonOutputs.ClusteringOutput>(host, input, 300getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmBinaryTrainer.cs (3)

321return TrainerEntryPointsUtils.Train<LightGbmBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input, 323getLabel: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 324getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmMulticlassTrainer.cs (3)

403return TrainerEntryPointsUtils.Train<LightGbmMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input, 405getLabel: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 406getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

LightGbmRankingTrainer.cs (4)

333return TrainerEntryPointsUtils.Train<LightGbmRankingTrainer.Options, CommonOutputs.RankingOutput>(host, input, 335getLabel: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 336getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 337getGroup: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.RowGroupColumnName));

LightGbmRegressionTrainer.cs (3)

281return TrainerEntryPointsUtils.Train<LightGbmRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 283getLabel: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 284getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

OlsLinearRegression.cs (3)

682return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, options, 684() => TrainerEntryPointsUtils.FindColumn(host, options.TrainingData.Schema, options.LabelColumnName), 685() => TrainerEntryPointsUtils.FindColumn(host, options.TrainingData.Schema, options.ExampleWeightColumnName));

SymSgdClassificationTrainer.cs (2)

293return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, options, 295() => TrainerEntryPointsUtils.FindColumn(host, options.TrainingData.Schema, options.LabelColumnName));

PcaTrainer.cs (2)

404return TrainerEntryPointsUtils.Train<Options, CommonOutputs.AnomalyDetectionOutput>(host, input, 406getWeight: () => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

FactorizationMachine\FactorizationMachineTrainer.cs (2)

580return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, () => new FieldAwareFactorizationMachineTrainer(host, input), 581() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));

LdSvm\LdSvmTrainer.cs (2)

676return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 678() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName),

Standard\LogisticRegression\LogisticRegression.cs (3)

473return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 475() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 476() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\LogisticRegression\MulticlassLogisticRegression.cs (3)

404return TrainerEntryPointsUtils.Train<LbfgsMaximumEntropyMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input, 406() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 407() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (2)

215return TrainerEntryPointsUtils.Train<Options, CommonOutputs.MulticlassClassificationOutput>(host, input, 217() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));

Standard\Online\AveragedPerceptron.cs (2)

231return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 233() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName),

Standard\Online\LinearSvm.cs (2)

331return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 333() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName),

Standard\Online\OnlineGradientDescent.cs (2)

197return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, input, 199() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));

Standard\PoissonRegression\PoissonRegression.cs (3)

219return TrainerEntryPointsUtils.Train<Options, CommonOutputs.RegressionOutput>(host, input, 221() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 222() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName));

Standard\SdcaBinary.cs (5)

2474return TrainerEntryPointsUtils.Train<Options, CommonOutputs.BinaryClassificationOutput>(host, input, 2476() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName), 2477() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.ExampleWeightColumnName), 2498return TrainerEntryPointsUtils.Train<LegacySdcaBinaryTrainer.Options, CommonOutputs.BinaryClassificationOutput>(host, input, 2500() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName),

Standard\SdcaMulticlass.cs (2)

682return TrainerEntryPointsUtils.Train<SdcaMaximumEntropyMulticlassTrainer.Options, CommonOutputs.MulticlassClassificationOutput>(host, input, 684() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));

Standard\SdcaRegression.cs (2)

221return TrainerEntryPointsUtils.Train<SdcaRegressionTrainer.Options, CommonOutputs.RegressionOutput>(host, input, 223() => TrainerEntryPointsUtils.FindColumn(host, input.TrainingData.Schema, input.LabelColumnName));