Class BayesPointMachineClassifierCapabilities

Defines the capabilities of the Bayes point machine classifier.

Inheritance

Object

BayesPointMachineClassifierCapabilities

Implements

IPredictorCapabilities

ICapabilities

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 BayesPointMachineClassifierCapabilities : IPredictorCapabilities, ICapabilities

Properties

IsPrecompiled

Gets a value indicating whether the Bayes point machine classifier is precompiled.

Declaration

public bool IsPrecompiled { get; }

Property Value

Type	Description
Boolean

Remarks

This is currently only relevant for Infer.NET.

SupportsBatchedTraining

Gets a value indicating whether the Bayes point machine classifier supports training on batched data.

Declaration

public bool SupportsBatchedTraining { get; }

Property Value

Type	Description
Boolean

SupportsCustomPredictionLossFunction

Gets a value indicating whether the Bayes point machine classifier can compute predictive point estimates via a user-defined loss function.

Declaration

public bool SupportsCustomPredictionLossFunction { get; }

Property Value

Type	Description
Boolean

SupportsDistributedTraining

Gets a value indicating whether the Bayes point machine classifier supports distributed training.

Declaration

public bool SupportsDistributedTraining { get; }

Property Value

Type	Description
Boolean

SupportsIncrementalTraining

Gets a value indicating whether the Bayes point machine classifier supports incremental training.

Declaration

public bool SupportsIncrementalTraining { get; }

Property Value

Type	Description
Boolean

SupportsMissingData

Gets a value indicating whether the Bayes point machine classifier supports missing data.

Declaration

public bool SupportsMissingData { get; }

Property Value

Type	Description
Boolean

SupportsModelEvidenceComputation

Gets a value indicating whether the Bayes point machine classifier can compute how well it matches the training data (usually for a specified set of hyper-parameters).

Declaration

public bool SupportsModelEvidenceComputation { get; }

Property Value

Type	Description
Boolean

SupportsSparseData

Gets a value indicating whether the Bayes point machine classifier supports sparse data.

Declaration

public bool SupportsSparseData { get; }

Property Value

Type	Description
Boolean

SupportsStreamedData

Gets a value indicating whether the Bayes point machine classifier supports streamed data.

Declaration

public bool SupportsStreamedData { get; }

Property Value

Type	Description
Boolean

Implements

IPredictorCapabilities

ICapabilities