CommonOutputs

74 references to CommonOutputs

Microsoft.ML.Data (74)

EntryPoints\EntryPointNode.cs (4)

84type == typeof(CommonOutputs.IEvaluatorOutput); 189if (variableType == typeof(CommonOutputs.IEvaluatorOutput)) 812var macroResult = (CommonOutputs.MacroOutput)output; 837public bool IsMacro => _entryPoint.OutputType.IsSubclassOf(typeof(CommonOutputs.MacroOutput));

EntryPoints\InputBase.cs (1)

68where TOut : CommonOutputs.TrainerOutput, new()

EntryPoints\InputBuilder.cs (1)

670if (outputType.IsGenericType && outputType.GetGenericTypeDefinition() == typeof(CommonOutputs.MacroOutput<>))

EntryPoints\SchemaManipulation.cs (6)

18public static CommonOutputs.TransformOutput ConcatColumns(IHostEnvironment env, ColumnConcatenatingTransformer.Options input) 26return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 30public static CommonOutputs.TransformOutput SelectColumns(IHostEnvironment env, ColumnSelectingTransformer.Options input) 38return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 42public static CommonOutputs.TransformOutput CopyColumns(IHostEnvironment env, ColumnCopyingTransformer.Options input) 49return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };

EntryPoints\SelectRows.cs (8)

19public static CommonOutputs.TransformOutput FilterByRange(IHostEnvironment env, RangeFilter.Options input) 27return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 32public static CommonOutputs.TransformOutput SkipFilter(IHostEnvironment env, SkipTakeFilter.SkipOptions input) 39return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 44public static CommonOutputs.TransformOutput TakeFilter(IHostEnvironment env, SkipTakeFilter.TakeOptions input) 51return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 56public static CommonOutputs.TransformOutput SkipAndTakeFilter(IHostEnvironment env, SkipTakeFilter.Options input) 63return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };

EntryPoints\SummarizePredictor.cs (2)

32public static CommonOutputs.SummaryOutput Summarize(IHostEnvironment env, SummarizePredictor.Input input) 43var output = new CommonOutputs.SummaryOutput();

Evaluators\AnomalyDetectionEvaluator.cs (2)

814public static CommonOutputs.CommonEvaluateOutput AnomalyDetection(IHostEnvironment env, AnomalyDetectionMamlEvaluator.Arguments input) 833return new CommonOutputs.CommonEvaluateOutput()

Evaluators\BinaryClassifierEvaluator.cs (2)

1503public static CommonOutputs.ClassificationEvaluateOutput Binary(IHostEnvironment env, BinaryClassifierMamlEvaluator.Arguments input) 1523return new CommonOutputs.ClassificationEvaluateOutput()

Evaluators\ClusteringEvaluator.cs (2)

858public static CommonOutputs.CommonEvaluateOutput Clustering(IHostEnvironment env, ClusteringMamlEvaluator.Arguments input) 878return new CommonOutputs.CommonEvaluateOutput()

Evaluators\MulticlassClassificationEvaluator.cs (2)

1091public static CommonOutputs.ClassificationEvaluateOutput Multiclass(IHostEnvironment env, MulticlassClassificationMamlEvaluator.Arguments input) 1108return new CommonOutputs.ClassificationEvaluateOutput()

Evaluators\MultiOutputRegressionEvaluator.cs (2)

774public static CommonOutputs.CommonEvaluateOutput MultiOutputRegression(IHostEnvironment env, MultiOutputRegressionMamlEvaluator.Arguments input) 793return new CommonOutputs.CommonEvaluateOutput()

Evaluators\QuantileRegressionEvaluator.cs (2)

559public static CommonOutputs.CommonEvaluateOutput QuantileRegression(IHostEnvironment env, QuantileRegressionMamlEvaluator.Arguments input) 578return new CommonOutputs.CommonEvaluateOutput()

Evaluators\RankingEvaluator.cs (2)

1081public static CommonOutputs.CommonEvaluateOutput Ranking(IHostEnvironment env, RankingMamlEvaluator.Arguments input) 1104return new CommonOutputs.CommonEvaluateOutput()

Evaluators\RegressionEvaluator.cs (2)

386public static CommonOutputs.CommonEvaluateOutput Regression(IHostEnvironment env, RegressionMamlEvaluator.Arguments input) 405return new CommonOutputs.CommonEvaluateOutput()

Prediction\Calibrator.cs (10)

2152public static CommonOutputs.CalibratorOutput Platt(IHostEnvironment env, NoArgumentsInput input) 2159return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new PlattCalibratorTrainer(host)); 2163public static CommonOutputs.CalibratorOutput Naive(IHostEnvironment env, NoArgumentsInput input) 2170return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new NaiveCalibratorTrainer(host)); 2174public static CommonOutputs.CalibratorOutput Pav(IHostEnvironment env, NoArgumentsInput input) 2181return CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, new PavCalibratorTrainer(host)); 2185public static CommonOutputs.CalibratorOutput FixedPlatt(IHostEnvironment env, FixedPlattInput input) 2193CalibratePredictor<CommonOutputs.CalibratorOutput>(host, input, 2204/// <returns>A <see cref="CommonOutputs.TrainerOutput"/> object, containing an <see cref="PredictorModel"/>.</returns> 2207where TOut : CommonOutputs.TrainerOutput, new()

Transforms\BootstrapSamplingTransformer.cs (2)

254public static CommonOutputs.TransformOutput GetSample(IHostEnvironment env, BootstrapSamplingTransformer.Options input) 261return new CommonOutputs.TransformOutput()

Transforms\FeatureContributionCalculationTransformer.cs (2)

367public static CommonOutputs.TransformOutput FeatureContributionCalculation(IHostEnvironment env, FeatureContributionCalculatingTransformer.Options options) 380return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, outData, options.Data), OutputData = outData };

Transforms\GenerateNumberTransform.cs (2)

486public static CommonOutputs.TransformOutput Generate(IHostEnvironment env, GenerateNumberTransform.Options input) 490return new CommonOutputs.TransformOutput()

Transforms\LabelIndicatorTransform.cs (2)

231public static CommonOutputs.TransformOutput LabelIndicator(IHostEnvironment env, Options input) 239return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };

Transforms\NopTransform.cs (2)

145public static CommonOutputs.TransformOutput Nop(IHostEnvironment env, NopInput input) 153return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf };

Transforms\NormalizeUtils.cs (14)

80public static CommonOutputs.TransformOutput MinMax(IHostEnvironment env, NormalizeTransform.MinMaxArguments input) 88return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 92public static CommonOutputs.TransformOutput MeanVar(IHostEnvironment env, NormalizeTransform.MeanVarArguments input) 100return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 104public static CommonOutputs.TransformOutput LogMeanVar(IHostEnvironment env, NormalizeTransform.LogMeanVarArguments input) 112return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 116public static CommonOutputs.TransformOutput Bin(IHostEnvironment env, NormalizeTransform.BinArguments input) 124return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 128public static CommonOutputs.TransformOutput RobustScaling(IHostEnvironment env, NormalizeTransform.RobustScalingArguments input) 136return new CommonOutputs.TransformOutput { Model = new TransformModelImpl(env, xf, input.Data), OutputData = xf }; 140public static CommonOutputs.MacroOutput<CommonOutputs.TransformOutput> IfNeeded( 168return new CommonOutputs.MacroOutput<CommonOutputs.TransformOutput>() { Nodes = entryPoints };

Transforms\TypeConverting.cs (2)

37public static CommonOutputs.TransformOutput Convert(IHostEnvironment env, TypeConvertingTransformer.Options input) 44return new CommonOutputs.TransformOutput()