Class CompoundDenseBinaryBpmTrainingEvidence_EP
Inheritance
CompoundDenseBinaryBpmTrainingEvidence_EP
Assembly: Microsoft.ML.Probabilistic.Learners.Classifier.dll
Syntax
public class CompoundDenseBinaryBpmTrainingEvidence_EP : IGeneratedAlgorithm
Fields
Changed_FeatureCount_FeatureValues_InstanceCount_isDone
True if Changed_FeatureCount_FeatureValues_InstanceCount has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_isDone
Field Value
Changed_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstraints_WeightP12_isDone
True if Changed_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstraints_WeightP12 has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstraints_WeightP12
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstraints_WeightP12_isDone
Field Value
Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8_isDone
True if Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8 has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8_isDone
Field Value
Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8_isInitialised
True if Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons8_isInitialised
Field Value
Changed_FeatureCount_FeatureValues_InstanceCount_WeightPrecisionRateConstraints_isDone
True if Changed_FeatureCount_FeatureValues_InstanceCount_WeightPrecisionRateConstraints has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_WeightPrecisionRateConstraints
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_WeightPrecisionRateConstraints_isDone
Field Value
Changed_FeatureCount_InstanceCount_isDone
True if Changed_FeatureCount_InstanceCount has executed. Set this to false to force re-execution of Changed_FeatureCount_InstanceCount
Declaration
public bool Changed_FeatureCount_InstanceCount_isDone
Field Value
Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10_isDone
True if Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10 has executed. Set this to false to force re-execution of Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10
Declaration
public bool Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10_isDone
Field Value
Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10_isInitialised
True if Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10
Declaration
public bool Changed_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_WeightConst10_isInitialised
Field Value
Changed_FeatureCount_isDone
True if Changed_FeatureCount has executed. Set this to false to force re-execution of Changed_FeatureCount
Declaration
public bool Changed_FeatureCount_isDone
Field Value
Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3_isDone
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3 has executed. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3_isDone
Field Value
Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3_isInitialised
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_WeightConst3_isInitialised
Field Value
Changed_FeatureCount_WeightConstraints_isDone
True if Changed_FeatureCount_WeightConstraints has executed. Set this to false to force re-execution of Changed_FeatureCount_WeightConstraints
Declaration
public bool Changed_FeatureCount_WeightConstraints_isDone
Field Value
Changed_FeatureCount_WeightPrecisionRateConstraints_isDone
True if Changed_FeatureCount_WeightPrecisionRateConstraints has executed. Set this to false to force re-execution of Changed_FeatureCount_WeightPrecisionRateConstraints
Declaration
public bool Changed_FeatureCount_WeightPrecisionRateConstraints_isDone
Field Value
Changed_InstanceCount_isDone
True if Changed_InstanceCount has executed. Set this to false to force re-execution of Changed_InstanceCount
Declaration
public bool Changed_InstanceCount_isDone
Field Value
Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9_isDone
True if Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9 has executed. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9
Declaration
public bool Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9_isDone
Field Value
Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9_isInitialised
True if Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9 has performed initialisation. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9
Declaration
public bool Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_InstanceCount_Labels_WeightConst9_isInitialised
Field Value
CommonWeightPrecision_F
Declaration
public Gamma CommonWeightPrecision_F
Field Value
CommonWeightPrecision_rep_B
Declaration
public Gamma[] CommonWeightPrecision_rep_B
Field Value
CommonWeightPrecision_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gamma>
Declaration
public Gamma CommonWeightPrecision_rep_B_toDef
Field Value
CommonWeightPrecision_rep_F
Declaration
public Gamma[] CommonWeightPrecision_rep_F
Field Value
CommonWeightPrecision_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gamma>
Declaration
public Gamma CommonWeightPrecision_rep_F_marginal
Field Value
Constant_isDone
True if Constant has executed. Set this to false to force re-execution of Constant
Declaration
public bool Constant_isDone
Field Value
FeatureScores_B
Declaration
public DistributionStructArray<Gaussian, double>[] FeatureScores_B
Field Value
FeatureScores_F
Declaration
public DistributionStructArray<Gaussian, double>[] FeatureScores_F
Field Value
ModelSelector_marginal_F
Message to marginal of 'ModelSelector'
Declaration
public Bernoulli ModelSelector_marginal_F
Field Value
ModelSelector_selector_B
Declaration
public Bernoulli ModelSelector_selector_B
Field Value
ModelSelector_selector_cases_0_B
Declaration
public Bernoulli ModelSelector_selector_cases_0_B
Field Value
ModelSelector_selector_cases_0_rep10_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep10_B
Field Value
ModelSelector_selector_cases_0_rep10_uses_B
Messages from uses of 'ModelSelector_selector_cases_0_rep10'
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep10_uses_B
Field Value
ModelSelector_selector_cases_0_rep15_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep15_B
Field Value
ModelSelector_selector_cases_0_rep2_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep2_B
Field Value
ModelSelector_selector_cases_0_rep2_uses_B
Messages from uses of 'ModelSelector_selector_cases_0_rep2'
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep2_uses_B
Field Value
ModelSelector_selector_cases_0_rep3_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep3_B
Field Value
ModelSelector_selector_cases_0_rep4_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep4_B
Field Value
ModelSelector_selector_cases_0_rep4_uses_B
Messages from uses of 'ModelSelector_selector_cases_0_rep4'
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep4_uses_B
Field Value
ModelSelector_selector_cases_0_rep5_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep5_B
Field Value
ModelSelector_selector_cases_0_rep5_uses_B
Messages from uses of 'ModelSelector_selector_cases_0_rep5'
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep5_uses_B
Field Value
ModelSelector_selector_cases_0_rep6_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep6_B
Field Value
ModelSelector_selector_cases_0_rep6_rep_B
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep6_rep_B
Field Value
ModelSelector_selector_cases_0_rep7_B
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_rep7_B
Field Value
ModelSelector_selector_cases_0_rep7_uses_B
Messages from uses of 'ModelSelector_selector_cases_0_rep7'
Declaration
public Bernoulli[][] ModelSelector_selector_cases_0_rep7_uses_B
Field Value
ModelSelector_selector_cases_0_uses_B
Messages from uses of 'ModelSelector_selector_cases_0'
Declaration
public Bernoulli[] ModelSelector_selector_cases_0_uses_B
Field Value
ModelSelector_selector_cases_B
Declaration
public DistributionStructArray<Bernoulli, bool> ModelSelector_selector_cases_B
Field Value
NoisyScore_F
Declaration
public Gaussian[] NoisyScore_F
Field Value
NoisyScore_use_B
Message from use of 'NoisyScore'
Declaration
public Gaussian[] NoisyScore_use_B
Field Value
Score_B
Declaration
public Gaussian[] Score_B
Field Value
Score_F
Declaration
public Gaussian[] Score_F
Field Value
SharedWeightPrecisionRates_B_FeatureRange__Q
Buffer for GammaFromShapeAndRateOp_Laplace.LogEvidenceRatio
Declaration
public Gamma[] SharedWeightPrecisionRates_B_FeatureRange__Q
Field Value
SharedWeightPrecisionRates_F
Declaration
public DistributionStructArray<Gamma, double> SharedWeightPrecisionRates_F
Field Value
SharedWeightPrecisionRates_use_B
Message from use of 'SharedWeightPrecisionRates'
Declaration
public DistributionStructArray<Gamma, double> SharedWeightPrecisionRates_use_B
Field Value
SharedWeightPrecisionRates_uses_B
Messages from uses of 'SharedWeightPrecisionRates_use'
Declaration
public Gamma[][] SharedWeightPrecisionRates_uses_B
Field Value
| Type |
Description |
| Gamma[][] |
|
SharedWeightPrecisionRates_uses_F
Messages to uses of 'SharedWeightPrecisionRates_use'
Declaration
public Gamma[][] SharedWeightPrecisionRates_uses_F
Field Value
| Type |
Description |
| Gamma[][] |
|
vBernoulli4
The constant 'vBernoulli4'
Declaration
public Bernoulli vBernoulli4
Field Value
WeightPrecisionRateRates_F_reduced
Declaration
public Gamma WeightPrecisionRateRates_F_reduced
Field Value
WeightPrecisionRates_depth0_F
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_depth0_F
Field Value
WeightPrecisionRates_marginal_F
Message to marginal of 'WeightPrecisionRates'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_marginal_F
Field Value
WeightPrecisionRates_rep_B
Declaration
public Gamma[][] WeightPrecisionRates_rep_B
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisionRates_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gamma>
Declaration
public Gamma[] WeightPrecisionRates_rep_B_toDef
Field Value
WeightPrecisionRates_rep_F
Declaration
public Gamma[][] WeightPrecisionRates_rep_F
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisionRates_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gamma>
Declaration
public Gamma[] WeightPrecisionRates_rep_F_marginal
Field Value
WeightPrecisionRates_use_B
Message from use of 'WeightPrecisionRates'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_use_B
Field Value
WeightPrecisionRates_uses_B
Messages from uses of 'WeightPrecisionRates_use'
Declaration
public Gamma[][] WeightPrecisionRates_uses_B
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisionRates_uses_F
Messages to uses of 'WeightPrecisionRates_use'
Declaration
public Gamma[][] WeightPrecisionRates_uses_F
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisions_B
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisions_B
Field Value
WeightPrecisions_B_FeatureRange__Q
Buffer for GammaRatioOp_Laplace.LogEvidenceRatio
Declaration
public Gamma[] WeightPrecisions_B_FeatureRange__Q
Field Value
WeightPrecisions_F
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisions_F
Field Value
Weights_depth0_F
Declaration
public DistributionStructArray<Gaussian, double> Weights_depth0_F
Field Value
Weights_F
Declaration
public DistributionStructArray<Gaussian, double> Weights_F
Field Value
Weights_marginal_F
Message to marginal of 'Weights'
Declaration
public DistributionStructArray<Gaussian, double> Weights_marginal_F
Field Value
Weights_rep_B
Declaration
public Gaussian[][] Weights_rep_B
Field Value
Weights_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gaussian>
Declaration
public Gaussian[] Weights_rep_B_toDef
Field Value
Weights_rep_F
Declaration
public Gaussian[][] Weights_rep_F
Field Value
Weights_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gaussian>
Declaration
public Gaussian[] Weights_rep_F_marginal
Field Value
Weights_use_B
Message from use of 'Weights'
Declaration
public DistributionStructArray<Gaussian, double> Weights_use_B
Field Value
Weights_uses_B
Messages from uses of 'Weights_use'
Declaration
public Gaussian[][] Weights_uses_B
Field Value
Weights_uses_F
Messages to uses of 'Weights_use'
Declaration
public Gaussian[][] Weights_uses_F
Field Value
Properties
FeatureCount
The externally-specified value of 'FeatureCount'
Declaration
public int FeatureCount { get; set; }
Property Value
FeatureValues
The externally-specified value of 'FeatureValues'
Declaration
public double[][] FeatureValues { get; set; }
Property Value
InstanceCount
The externally-specified value of 'InstanceCount'
Declaration
public int InstanceCount { get; set; }
Property Value
Labels
The externally-specified value of 'Labels'
Declaration
public bool[] Labels { get; set; }
Property Value
NumberOfIterationsDone
The number of iterations done from the initial state
Declaration
public int NumberOfIterationsDone { get; }
Property Value
WeightConstraints
The externally-specified value of 'WeightConstraints'
Declaration
public DistributionStructArray<Gaussian, double> WeightConstraints { get; set; }
Property Value
WeightPrecisionRateConstraints
The externally-specified value of 'WeightPrecisionRateConstraints'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRateConstraints { get; set; }
Property Value
Methods
Execute(Int32)
Update all marginals, by iterating message-passing the given number of times
Declaration
public void Execute(int numberOfIterations)
Parameters
| Type |
Name |
Description |
| Int32 |
numberOfIterations |
The total number of iterations that should be executed for the current set of observed values. If this is more than the number already done, only the extra iterations are done. If this is less than the number already done, message-passing is restarted from the beginning. Changing the observed values resets the iteration count to 0.
|
GetObservedValue(String)
Get the observed value of the specified variable.
Declaration
public object GetObservedValue(string variableName)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Variable name
|
Returns
Marginal(String)
Get the marginal distribution (computed up to this point) of a variable
Declaration
public object Marginal(string variableName)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Name of the variable in the generated code
|
Returns
| Type |
Description |
| Object |
The marginal distribution computed up to this point
|
Marginal(String, String)
Get the query-specific marginal distribution of a variable.
Declaration
public object Marginal(string variableName, string query)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Name of the variable in the generated code
|
| String |
query |
QueryType name. For example, GibbsSampling answers 'Marginal', 'Samples', and 'Conditionals' queries
|
Returns
Marginal<T>(String)
Get the marginal distribution (computed up to this point) of a variable, converted to type T
Declaration
public T Marginal<T>(string variableName)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Name of the variable in the generated code
|
Returns
| Type |
Description |
| T |
The marginal distribution computed up to this point
|
Type Parameters
| Name |
Description |
| T |
The distribution type.
|
Marginal<T>(String, String)
Get the query-specific marginal distribution of a variable, converted to type T
Declaration
public T Marginal<T>(string variableName, string query)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Name of the variable in the generated code
|
| String |
query |
QueryType name. For example, GibbsSampling answers 'Marginal', 'Samples', and 'Conditionals' queries
|
Returns
Type Parameters
| Name |
Description |
| T |
The distribution type.
|
ModelSelectorMarginal()
Returns the marginal distribution for 'ModelSelector' given by the current state of the
message passing algorithm.
Declaration
public Bernoulli ModelSelectorMarginal()
Returns
| Type |
Description |
| Bernoulli |
The marginal distribution
|
Reset()
Reset all messages to their initial values. Sets NumberOfIterationsDone to 0.
Declaration
SetObservedValue(String, Object)
Set the observed value of the specified variable.
Declaration
public void SetObservedValue(string variableName, object value)
Parameters
| Type |
Name |
Description |
| String |
variableName |
Variable name
|
| Object |
value |
Observed value
|
Update(Int32)
Update all marginals, by iterating message-passing an additional number of times
Declaration
public void Update(int additionalIterations)
Parameters
| Type |
Name |
Description |
| Int32 |
additionalIterations |
The number of iterations that should be executed, starting from the current message state. Messages are not reset, even if observed values have changed.
|
WeightPrecisionRatesMarginal()
Returns the marginal distribution for 'WeightPrecisionRates' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRatesMarginal()
Returns
WeightPrecisionRatesMarginalDividedByPrior()
Returns the output message (the posterior divided by the prior) for 'WeightPrecisionRates' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRatesMarginalDividedByPrior()
Returns
WeightsMarginal()
Returns the marginal distribution for 'Weights' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gaussian, double> WeightsMarginal()
Returns
WeightsMarginalDividedByPrior()
Returns the output message (the posterior divided by the prior) for 'Weights' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gaussian, double> WeightsMarginalDividedByPrior()
Returns
Events
ProgressChanged
Event that is fired when the progress of inference changes, typically at the end of one iteration of the inference algorithm.
Declaration
public event EventHandler<ProgressChangedEventArgs> ProgressChanged
Event Type
Implements