2 types derived from CalibratedModelParametersBase
Microsoft.ML.Data (2)
Prediction\Calibrator.cs (2)
289CalibratedModelParametersBase<TSubModel, TCalibrator>, 640internal sealed class SchemaBindableCalibratedModelParameters<TSubModel, TCalibrator> : CalibratedModelParametersBase<TSubModel, TCalibrator>, ISchemaBindableMapper, ICanSaveModel,
75 references to CalibratedModelParametersBase
Microsoft.ML.AutoML (2)
TrainerExtensions\BinaryTrainerExtensions.cs (2)
118LightGbmBinaryTrainer.Options options = TrainerExtensionUtil.CreateLightGbmOptions<LightGbmBinaryTrainer.Options, float, BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>, CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>(sweepParams, columnInfo);
Microsoft.ML.Data (9)
Prediction\Calibrator.cs (7)
143/// <see cref="CalibratedModelParametersBase{TSubPredictor, TCalibrator}.SubModel"/> and 144/// <see cref="CalibratedModelParametersBase{TSubPredictor, TCalibrator}.Calibrator"/>. 400[PredictionTransformerLoadType(typeof(CalibratedModelParametersBase<,>))] 470[PredictionTransformerLoadType(typeof(CalibratedModelParametersBase<,>))] 545[PredictionTransformerLoadType(typeof(CalibratedModelParametersBase<,>))] 1037var p = predictor as CalibratedModelParametersBase<TSubPredictor, TCalibrator>;
Transforms\ExplainabilityCatalog.cs (1)
65ISingleFeaturePredictionTransformer<CalibratedModelParametersBase<TModelParameters, TCalibrator>> predictionTransformer,
Transforms\FeatureContributionCalculationTransformer.cs (1)
296/// <seealso cref="ExplainabilityCatalog.CalculateFeatureContribution{TModelParameters, TCalibrator}(TransformsCatalog, ISingleFeaturePredictionTransformer{Calibrators.CalibratedModelParametersBase{TModelParameters, TCalibrator}}, int, int, bool)"/>
Microsoft.ML.FastTree (19)
FastTreeClassification.cs (7)
131BinaryPredictionTransformer<CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>>, 132CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>> 184private protected override CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator> TrainModelCore(TrainContext context) 301private protected override BinaryPredictionTransformer<CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>> MakeTransformer( 302CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator> model, DataViewSchema trainSchema) 303=> new BinaryPredictionTransformer<CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>>(Host, model, trainSchema, FeatureColumn.Name); 309public BinaryPredictionTransformer<CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>> Fit(IDataView trainData, IDataView validationData)
GamClassification.cs (7)
57BinaryPredictionTransformer<CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>>, 58CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>> 137private protected override CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator> TrainModelCore(TrainContext context) 172private protected override BinaryPredictionTransformer<CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>> 173MakeTransformer(CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator> model, DataViewSchema trainSchema) 174=> new BinaryPredictionTransformer<CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>>(Host, model, trainSchema, FeatureColumn.Name); 180public BinaryPredictionTransformer<CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>> Fit(IDataView trainData, IDataView validationData)
GamModelParameters.cs (3)
882var calibrated = rawPred as CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>; 887calibrated = rawPred as CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>;
TreeEnsembleFeaturizer.cs (2)
415if (predictor is CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator> calibrated) 720if (predictor is CalibratedModelParametersBase<IPredictorProducing<float>, Calibrators.ICalibrator> calibratedModelParametersBase)
Microsoft.ML.IntegrationTests (1)
Prediction.cs (1)
69var newModel = new TransformerChain<BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>>(transformers.ToArray());
Microsoft.ML.LightGbm (7)
LightGbmBinaryTrainer.cs (7)
115BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>, 116CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>> 253private protected override CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator> CreatePredictor() 292private protected override BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>> 293MakeTransformer(CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator> model, DataViewSchema trainSchema) 294=> new BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>>(Host, model, trainSchema, FeatureColumn.Name); 300public BinaryPredictionTransformer<CalibratedModelParametersBase<LightGbmBinaryModelParameters, PlattCalibrator>> Fit(IDataView trainData, IDataView validationData)
Microsoft.ML.Mkl.Components (10)
SymSgdClassificationTrainer.cs (10)
32using TPredictor = CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>; 72public sealed class SymbolicSgdLogisticRegressionBinaryTrainer : TrainerEstimatorBase<BinaryPredictionTransformer<TPredictor>, TPredictor> 217private protected override TPredictor TrainModelCore(TrainContext context) 251private TPredictor CreatePredictor(VBuffer<float> weights, float bias) 262private protected override BinaryPredictionTransformer<TPredictor> MakeTransformer(TPredictor model, DataViewSchema trainSchema) 263=> new BinaryPredictionTransformer<TPredictor>(Host, model, trainSchema, FeatureColumn.Name); 269public BinaryPredictionTransformer<TPredictor> Fit(IDataView trainData, LinearModelParameters modelParameters) 701private TPredictor TrainCore(IChannel ch, RoleMappedData data, LinearModelParameters predictor, int weightSetCount)
Microsoft.ML.PerformanceTests (1)
KMeansAndLogisticRegressionBench.cs (1)
19public CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator> TrainKMeansAndLR()
Microsoft.ML.Samples (1)
Dynamic\Trainers\BinaryClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)
41var linearPredictor = (model as TransformerChain<ITransformer>).LastTransformer as BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>;
Microsoft.ML.StandardTrainers (12)
Standard\LogisticRegression\LogisticRegression.cs (7)
83BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>, 84CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>> 179private protected override BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>> 180MakeTransformer(CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator> model, DataViewSchema trainSchema) 181=> new BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>(Host, model, trainSchema, FeatureColumn.Name); 187public BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>> Fit(IDataView trainData, LinearModelParameters modelParameters) 446private protected override CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator> CreatePredictor()
Standard\SdcaBinary.cs (5)
1441/// naturally provide probability output, this generated model's type is <see cref="CalibratedModelParametersBase{TSubModel, TCalibrator}"/>. 1587SdcaBinaryTrainerBase<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>> 1613private protected override CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator> CreatePredictor(VBuffer<float>[] weights, float[] bias) 2264SgdBinaryTrainerBase<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>> 2313private protected override CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator> CreateModel(VBuffer<float> weights, float bias)
Microsoft.ML.Tests (13)
CalibratedModelParametersTests.cs (3)
34var castedModel = loadedModel as BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>; 56var castedModel = loadedModel as BinaryPredictionTransformer<CalibratedModelParametersBase<GamBinaryModelParameters, PlattCalibrator>>; 79var castedModel = loadedModel as BinaryPredictionTransformer<CalibratedModelParametersBase<FastTreeBinaryModelParameters, PlattCalibrator>>;
FeatureContributionTests.cs (2)
214ITrainerEstimator<ISingleFeaturePredictionTransformer<CalibratedModelParametersBase<TModelParameters, TCalibrator>>, CalibratedModelParametersBase<TModelParameters, TCalibrator>> trainer,
PermutationFeatureImportanceTests.cs (2)
354var castedModel = loadedModel as BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>; 428var castedModel = loadedModel as BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>;
TrainerEstimators\LbfgsTests.cs (6)
64var transformerChain = pipe.Fit(dataView) as TransformerChain<BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>>; 90var transformer = pipe.Fit(dataView) as TransformerChain<BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>>; 128var lastTransformer = ((TransformerChain<ITransformer>)transformerChain).LastTransformer as BinaryPredictionTransformer<CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>>; 129var model = lastTransformer.Model; 148var result = ModelFileUtils.LoadPredictorOrNull(Env, fs) as CalibratedModelParametersBase<LinearBinaryModelParameters, PlattCalibrator>;