2 instantiations of MaximumEntropyModelParameters
Microsoft.ML.StandardTrainers (2)
Standard\LogisticRegression\MulticlassLogisticRegression.cs (1)
305return new MaximumEntropyModelParameters(Host, in CurrentWeights, _numClasses, NumFeatures, _labelNames, _stats);
Standard\SdcaMulticlass.cs (1)
561return new MaximumEntropyModelParameters(Host, weights, bias, bias.Length, weights[0].Length, null, stats: null);
39 references to MaximumEntropyModelParameters
Microsoft.ML.IntegrationTests (2)
IntrospectiveTraining.cs (2)
404var mcLrModel = (modelComponents[2] as TransformerChain<MulticlassPredictionTransformer<MaximumEntropyModelParameters>>).LastTransformer; 430private IEstimator<TransformerChain<MulticlassPredictionTransformer<MaximumEntropyModelParameters>>> StepTwo(MLContext mlContext)
Microsoft.ML.PerformanceTests (4)
StochasticDualCoordinateAscentClassifierBench.cs (3)
36private TransformerChain<MulticlassPredictionTransformer<MaximumEntropyModelParameters>> _trainedModel; 57public TransformerChain<MulticlassPredictionTransformer<MaximumEntropyModelParameters>> TrainIris() => Train(_dataPath); 59private TransformerChain<MulticlassPredictionTransformer<MaximumEntropyModelParameters>> Train(string dataPath)
Text\MultiClassClassification.cs (1)
87var environment = EnvironmentFactory.CreateClassificationEnvironment<TextLoader, OneHotEncodingTransformer, SdcaMaximumEntropyMulticlassTrainer, MaximumEntropyModelParameters>();
Microsoft.ML.Samples (1)
Dynamic\Trainers\MulticlassClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)
50var linearPredictor = (model as TransformerChain<ITransformer>).LastTransformer as MulticlassPredictionTransformer<MaximumEntropyModelParameters>;
Microsoft.ML.StandardTrainers (20)
Standard\LogisticRegression\MulticlassLogisticRegression.cs (14)
30[assembly: LoadableClass(typeof(MaximumEntropyModelParameters), null, typeof(SignatureLoadModel), 32MaximumEntropyModelParameters.LoaderSignature)] 90MulticlassPredictionTransformer<MaximumEntropyModelParameters>, MaximumEntropyModelParameters> 282var pred = srcPredictor as MaximumEntropyModelParameters; 293private protected override MaximumEntropyModelParameters CreatePredictor() 383private protected override MulticlassPredictionTransformer<MaximumEntropyModelParameters> MakeTransformer(MaximumEntropyModelParameters model, DataViewSchema trainSchema) 384=> new MulticlassPredictionTransformer<MaximumEntropyModelParameters>(Host, model, trainSchema, FeatureColumn.Name, LabelColumn.Name); 390public MulticlassPredictionTransformer<MaximumEntropyModelParameters> Fit(IDataView trainData, MaximumEntropyModelParameters modelParameters) 489/// Initializes a new instance of the <see cref="MaximumEntropyModelParameters"/> class. 1213loaderAssemblyName: typeof(MaximumEntropyModelParameters).Assembly.FullName);
Standard\SdcaMulticlass.cs (6)
486/// The trained model <see cref="MaximumEntropyModelParameters"/> produces probabilities of classes. 521public sealed class SdcaMaximumEntropyMulticlassTrainer : SdcaMulticlassTrainerBase<MaximumEntropyModelParameters> 554private protected override MaximumEntropyModelParameters CreatePredictor(VBuffer<float>[] weights, float[] bias) 564private protected override MulticlassPredictionTransformer<MaximumEntropyModelParameters> MakeTransformer( 565MaximumEntropyModelParameters model, DataViewSchema trainSchema) => 566new MulticlassPredictionTransformer<MaximumEntropyModelParameters>(Host, model, trainSchema, FeatureColumn.Name, LabelColumn.Name);
Microsoft.ML.Tests (12)
PermutationFeatureImportanceTests.cs (2)
536var castedModel = loadedModel as MulticlassPredictionTransformer<MaximumEntropyModelParameters>; 609var castedModel = loadedModel as MulticlassPredictionTransformer<MaximumEntropyModelParameters>;
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (2)
242var modelParameters = trainedModel.LastTransformer.Model as MaximumEntropyModelParameters;
TrainerEstimators\LbfgsTests.cs (8)
172var model = transformer.LastTransformer.Model as MaximumEntropyModelParameters; 194var model = transformer.LastTransformer.Model as MaximumEntropyModelParameters; 196Action<MaximumEntropyModelParameters> validateStats = (modelParams) => 223var lastTransformer = ((TransformerChain<ITransformer>)transformerChain).LastTransformer as MulticlassPredictionTransformer<MaximumEntropyModelParameters>; 239var result = ModelFileUtils.LoadPredictorOrNull(Env, fs) as MaximumEntropyModelParameters;