Class BayesPointMachineClassifierTrainingSettings

Settings for the Bayes point machine classifier which affect training.

Inheritance

Object

BayesPointMachineClassifierTrainingSettings

GaussianBayesPointMachineClassifierTrainingSettings

Implements

ICustomSerializable

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

[Serializable]
public class BayesPointMachineClassifierTrainingSettings : ICustomSerializable

Fields

BatchCountDefault

The default number of batches the training data is split into.

Declaration

public const int BatchCountDefault = 1

Field Value

Type	Description
Int32

ComputeModelEvidenceDefault

The default value indicating whether model evidence is computed during training.

Declaration

public const bool ComputeModelEvidenceDefault = false

Field Value

Type	Description
Boolean

IterationCountDefault

The default number of iterations of the training algorithm.

Declaration

public const int IterationCountDefault = 30

Field Value

Type	Description
Int32

Properties

BatchCount

Gets or sets the number of batches the training data is split into.

Declaration

public int BatchCount { get; set; }

Property Value

Type	Description
Int32

ComputeModelEvidence

Gets or sets a value indicating whether model evidence is computed during training.

Declaration

public bool ComputeModelEvidence { get; set; }

Property Value

Type	Description
Boolean

Remarks

This setting cannot be modified after training.

IterationCount

Gets or sets the number of iterations of the training algorithm.

Declaration

public int IterationCount { get; set; }

Property Value

Type	Description
Int32

Methods

SaveForwardCompatible(IWriter)

Saves the training settings of the Bayes point machine classifier using the specified writer to a binary stream.

Declaration

public virtual void SaveForwardCompatible(IWriter writer)

Parameters

Type	Name	Description
IWriter	writer	The writer to save the training settings to.

Implements

ICustomSerializable