Class BayesPointMachineClassifier

The Bayes point machine classifier factory.

Inheritance

Object

BayesPointMachineClassifier

Inherited Members

Object.Equals(Object)

Object.Equals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ReferenceEquals(Object, Object)

Object.ToString()

Namespace: Microsoft.ML.Probabilistic.Learners

Assembly: Microsoft.ML.Probabilistic.Learners.Classifier.dll

Syntax

public static class BayesPointMachineClassifier

Methods

CreateBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Creates a binary Bayes point machine classifier from a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> CreateBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

CreateBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Creates a binary Bayes point machine classifier from a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> CreateBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

CreateGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Creates a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> CreateGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

CreateGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Creates a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> CreateGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

CreateGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Creates a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> CreateGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

CreateGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Creates a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> CreateGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

CreateMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Creates a multi-class Bayes point machine classifier from a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> CreateMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

CreateMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Creates a multi-class Bayes point machine classifier from a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> CreateMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

Load<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>(Stream, IFormatter)

Deserializes a Bayes point machine classifier from a stream and formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings> Load<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>(Stream stream, IFormatter formatter)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings where TPredictionSettings : IBayesPointMachineClassifierPredictionSettings<TLabel>

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>	The deserialized Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.
TPredictionSettings	The type of the settings for prediction.

Load<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>(String)

Deserializes a Bayes point machine classifier from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings> Load<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>(string fileName)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings where TPredictionSettings : IBayesPointMachineClassifierPredictionSettings<TLabel>

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, TPredictionSettings>	The deserialized Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.
TPredictionSettings	The type of the settings for prediction.

LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IReader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Deserializes a binary Bayes point machine classifier from a reader to a stream and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IReader reader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized binary Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(String, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Deserializes a binary Bayes point machine classifier from a file with the specified name and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(string fileName, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized binary Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a binary Bayes point machine classifier from a reader to a stream and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader reader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized binary Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(String, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a binary Bayes point machine classifier from a file with the specified name and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(string fileName, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized binary Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IReader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a reader to a stream and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(IReader reader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized binary Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(String, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file with the specified name and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, bool, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<bool>> LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource>(string fileName, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, bool> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized binary Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Boolean>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Boolean, Bernoulli, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<Boolean>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a reader to a stream and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader reader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized binary Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(String, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file with the specified name and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(string fileName, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized binary Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The binary Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IReader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a reader to a stream and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IReader reader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized multi-class Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(String, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file with the specified name and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(string fileName, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized multi-class Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a reader to a stream and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader reader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized multi-class Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(String, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file with the specified name and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(string fileName, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized multi-class Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream, IFormatter)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a stream and formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream stream, IFormatter formatter)

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(String)

Deserializes a multi-class Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleGaussianPriorMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(string fileName)

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IReader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Deserializes a multi-class Bayes point machine classifier from a reader to a stream and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(IReader reader, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized multi-class Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(String, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>)

Deserializes a multi-class Bayes point machine classifier from a file with the specified name and a native data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, int, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<int>> LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource>(string fileName, IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, int> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized multi-class Bayes point machine classifier.
IBayesPointMachineClassifierMapping<TInstanceSource, TInstance, TLabelSource, Int32>	mapping	The mapping used for accessing data in the native format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, Int32, Discrete, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<Int32>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.

LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a multi-class Bayes point machine classifier from a reader to a stream and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(IReader reader, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
IReader	reader	The reader to a stream of a serialized multi-class Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(String, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>)

Deserializes a multi-class Bayes point machine classifier from a file with the specified name and a standard data format mapping.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBackwardCompatibleMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel>(string fileName, IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector> mapping)

Parameters

Type	Name	Description
String	fileName	The name of the file of a serialized multi-class Bayes point machine classifier.
IClassifierMapping<TInstanceSource, TInstance, TLabelSource, TLabel, Vector>	mapping	The mapping used for accessing data in the standard format.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, IDictionary<TLabel, Double>, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The multi-class Bayes point machine classifier instance.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.

LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream, IFormatter)

Deserializes a binary Bayes point machine classifier from a stream and format.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream stream, IFormatter formatter)

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(String)

Deserializes a binary Bayes point machine classifier from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(string fileName)

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(Stream, IFormatter)

Deserializes a binary Bayes point machine classifier from a stream and formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(Stream stream, IFormatter formatter)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.

LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(String)

Deserializes a binary Bayes point machine classifier from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(string fileName)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.

LoadGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream, IFormatter)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a stream and formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream stream, IFormatter formatter)

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(String)

Deserializes a binary Bayes point machine classifier with Gaussian prior distributions over factorized weights from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>> LoadGaussianPriorBinaryClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(string fileName)

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, GaussianBayesPointMachineClassifierTrainingSettings, BinaryBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized binary Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream, IFormatter)

Deserializes a multi-class Bayes point machine classifier from a stream and formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(Stream stream, IFormatter formatter)

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(String)

Deserializes a multi-class Bayes point machine classifier from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution>(string fileName)

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, BayesPointMachineClassifierTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.

LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(Stream, IFormatter)

Deserializes a multi-class Bayes point machine classifier from a stream and a formatter.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(Stream stream, IFormatter formatter)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings

Parameters

Type	Name	Description
Stream	stream	The stream.
IFormatter	formatter	The formatter.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.

LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(String)

Deserializes a multi-class Bayes point machine classifier from a file.

Declaration

public static IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>> LoadMulticlassClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings>(string fileName)
    where TTrainingSettings : BayesPointMachineClassifierTrainingSettings

Parameters

Type	Name	Description
String	fileName	The file name.

Returns

Type	Description
IBayesPointMachineClassifier<TInstanceSource, TInstance, TLabelSource, TLabel, TLabelDistribution, TTrainingSettings, MulticlassBayesPointMachineClassifierPredictionSettings<TLabel>>	The deserialized multi-class Bayes point machine classifier object.

Type Parameters

Name	Description
TInstanceSource	The type of a source of instances.
TInstance	The type of an instance.
TLabelSource	The type of a source of labels.
TLabel	The type of a label.
TLabelDistribution	The type of a distribution over labels.
TTrainingSettings	The type of the settings for training.