Class CompoundDenseMulticlassBpmTraining_EP
Inheritance
CompoundDenseMulticlassBpmTraining_EP
Assembly: Microsoft.ML.Probabilistic.Learners.Classifier.dll
Syntax
public class CompoundDenseMulticlassBpmTraining_EP : IGeneratedAlgorithm
Fields
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstrai23_isDone
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstrai23 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstrai23
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterations_WeightConstrai23_isDone
Field Value
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterationsDecreased_Weigh22_isDone
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterationsDecreased_Weigh22 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterationsDecreased_Weigh22
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_numberOfIterationsDecreased_Weigh22_isDone
Field Value
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21_isDone
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21_isDone
Field Value
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21_isInitialised
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightConstr21_isInitialised
Field Value
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20_isDone
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20_isDone
Field Value
Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20_isInitialised
True if Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20
Declaration
public bool Changed_ClassCount_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecis20_isInitialised
Field Value
Changed_ClassCount_FeatureCount_InstanceCount_isDone
True if Changed_ClassCount_FeatureCount_InstanceCount has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_InstanceCount
Declaration
public bool Changed_ClassCount_FeatureCount_InstanceCount_isDone
Field Value
Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13_isDone
True if Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13
Declaration
public bool Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13_isDone
Field Value
Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13_isInitialised
True if Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13
Declaration
public bool Changed_ClassCount_FeatureCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureValues_Labels_13_isInitialised
Field Value
Changed_ClassCount_FeatureCount_isDone
True if Changed_ClassCount_FeatureCount has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount
Declaration
public bool Changed_ClassCount_FeatureCount_isDone
Field Value
Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5_isDone
True if Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5 has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5
Declaration
public bool Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5_isDone
Field Value
Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5_isInitialised
True if Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5
Declaration
public bool Changed_ClassCount_FeatureCount_numberOfIterationsDecreased_Init_FeatureValues_InstanceCount_Labels_5_isInitialised
Field Value
Changed_ClassCount_FeatureCount_WeightConstraints_isDone
True if Changed_ClassCount_FeatureCount_WeightConstraints has executed. Set this to false to force re-execution of Changed_ClassCount_FeatureCount_WeightConstraints
Declaration
public bool Changed_ClassCount_FeatureCount_WeightConstraints_isDone
Field Value
Changed_ClassCount_InstanceCount_isDone
True if Changed_ClassCount_InstanceCount has executed. Set this to false to force re-execution of Changed_ClassCount_InstanceCount
Declaration
public bool Changed_ClassCount_InstanceCount_isDone
Field Value
Changed_ClassCount_InstanceCount_Labels_isDone
True if Changed_ClassCount_InstanceCount_Labels has executed. Set this to false to force re-execution of Changed_ClassCount_InstanceCount_Labels
Declaration
public bool Changed_ClassCount_InstanceCount_Labels_isDone
Field Value
Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18_isDone
True if Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18 has executed. Set this to false to force re-execution of Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18
Declaration
public bool Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18_isDone
Field Value
Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18_isInitialised
True if Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18
Declaration
public bool Changed_ClassCount_InstanceCount_Labels_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_18_isInitialised
Field Value
Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16_isDone
True if Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16 has executed. Set this to false to force re-execution of Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16
Declaration
public bool Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16_isDone
Field Value
Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16_isInitialised
True if Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16 has performed initialisation. Set this to false to force re-execution of Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16
Declaration
public bool Changed_ClassCount_InstanceCount_numberOfIterationsDecreased_Init_FeatureCount_FeatureValues_Labels_16_isInitialised
Field Value
Changed_ClassCount_isDone
True if Changed_ClassCount has executed. Set this to false to force re-execution of Changed_ClassCount
Declaration
public bool Changed_ClassCount_isDone
Field Value
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_numberOfIterationsDecreased_WeightPrecisionRateCons19_isDone
True if Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19 has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19_isDone
Field Value
Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19_isInitialised
True if Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19
Declaration
public bool Changed_FeatureCount_FeatureValues_InstanceCount_numberOfIterationsDecreased_WeightPrecisionRateCons19_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_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_ClassCount_FeatureValues_InstanceCount_Labels_2_isDone
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2 has executed. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2_isDone
Field Value
Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2_isInitialised
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_ClassCount_FeatureValues_InstanceCount_Labels_2_isInitialised
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_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6_isDone
True if Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6 has executed. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6
Declaration
public bool Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6_isDone
Field Value
Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6_isInitialised
True if Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6 has performed initialisation. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6
Declaration
public bool Changed_numberOfIterationsDecreased_Init_ClassCount_FeatureCount_FeatureValues_InstanceCount_Labels_6_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 DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]>[] FeatureScores_B
Field Value
FeatureScores_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]>[] FeatureScores_F
Field Value
MaxNoisyScore_0__B
Declaration
public Gaussian[][][] MaxNoisyScore_0__B
Field Value
MaxNoisyScore_rep_B
Declaration
public Gaussian[][][] MaxNoisyScore_rep_B
Field Value
MaxNoisyScore_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gaussian>
Declaration
public Gaussian[][] MaxNoisyScore_rep_B_toDef
Field Value
MaxNoisyScore_rep_F
Declaration
public Gaussian[][][] MaxNoisyScore_rep_F
Field Value
MaxNoisyScore_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gaussian>
Declaration
public Gaussian[][] MaxNoisyScore_rep_F_marginal
Field Value
NoisyScoreDeltas_B
Declaration
public Gaussian[][][] NoisyScoreDeltas_B
Field Value
NoisyScoreDeltas_F
Declaration
public Gaussian[][][] NoisyScoreDeltas_F
Field Value
NoisyScores_ClassRange_ClassMaxNoisyScore_B
Declaration
public DistributionStructArray<Gaussian, double>[][] NoisyScores_ClassRange_ClassMaxNoisyScore_B
Field Value
NoisyScores_ClassRange_ClassMaxNoisyScore_ClassRange_0__B
Declaration
public Gaussian[][][] NoisyScores_ClassRange_ClassMaxNoisyScore_ClassRange_0__B
Field Value
NoisyScores_F
Declaration
public DistributionStructArray<Gaussian, double>[] NoisyScores_F
Field Value
NoisyScores_use_B
Message from use of 'NoisyScores'
Declaration
public DistributionStructArray<Gaussian, double>[] NoisyScores_use_B
Field Value
Scores_B
Declaration
public DistributionStructArray<Gaussian, double>[] Scores_B
Field Value
Scores_F
Declaration
public DistributionStructArray<Gaussian, double>[] Scores_F
Field Value
SharedWeightPrecisionRates_B_FeatureRange__Q
Buffer for GammaFromShapeAndRateOp_Laplace.SampleAverageConditional
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[][] |
|
SharedWeights_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> SharedWeights_F
Field Value
SharedWeights_use_B
Message from use of 'SharedWeights'
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> SharedWeights_use_B
Field Value
SharedWeightsFirst_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> SharedWeightsFirst_F
Field Value
TransposedWeights_B
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> TransposedWeights_B
Field Value
TransposedWeights_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> TransposedWeights_F
Field Value
TransposedWeightSums_reduced
Declaration
public double TransposedWeightSums_reduced
Field Value
vbool22
Declaration
public bool[][][] vbool22
Field Value
vdouble243_B
Declaration
public Gaussian[][][] vdouble243_B
Field Value
WeightPrecisionRateRates_F_reduced
Declaration
public Gamma WeightPrecisionRateRates_F_reduced
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_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_FeatureRange__Q
Buffer for GammaRatioOp_Laplace.AAverageConditional
Declaration
public Gamma[] WeightPrecisions_B_FeatureRange__Q
Field Value
WeightPrecisions_F
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisions_F
Field Value
WeightPrecisions_rep_B
Declaration
public Gamma[][] WeightPrecisions_rep_B
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisions_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gamma>
Declaration
public Gamma[] WeightPrecisions_rep_B_toDef
Field Value
WeightPrecisions_rep_F
Declaration
public Gamma[][] WeightPrecisions_rep_F
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisions_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gamma>
Declaration
public Gamma[] WeightPrecisions_rep_F_marginal
Field Value
Weights_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> Weights_F
Field Value
Weights_marginal_F
Message to marginal of 'Weights'
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, 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 DistributionRefArray<DistributionStructArray<Gaussian, double>, 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
ClassCount
The externally-specified value of 'ClassCount'
Declaration
public int ClassCount { get; set; }
Property Value
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 int[] 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 DistributionRefArray<DistributionStructArray<Gaussian, double>, 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.
|
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.
|
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 DistributionRefArray<DistributionStructArray<Gaussian, double>, 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 DistributionRefArray<DistributionStructArray<Gaussian, double>, 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