Class DataSamplingOptions

Options for data sampling.

Inheritance
System.Object
DataSamplingOptions
Inherited Members
System.Object.Equals(System.Object)
System.Object.Equals(System.Object, System.Object)
System.Object.GetHashCode()
System.Object.GetType()
System.Object.MemberwiseClone()
System.Object.ReferenceEquals(System.Object, System.Object)
System.Object.ToString()
Namespace: BayesServer.Data.Sampling
Assembly: BayesServer.Data.Sampling.dll
Syntax
public sealed class DataSamplingOptions

Constructors

DataSamplingOptions()

Initializes a new instance of DataSamplingOptions.

Declaration
public DataSamplingOptions()

Properties

MissingDataExclusions

Variables can be added, to indicate that they should not generate missing values.

Declaration
public ExcludedVariables MissingDataExclusions { get; }
Property Value
Type Description
ExcludedVariables
See Also

MissingDataProbability

When positive, sets a certain percentage of values to missing (except when MissingDataProbabilityMin has a value). Valid values are between 0 and 1.

Declaration
public double MissingDataProbability { get; set; }
Property Value
Type Description
System.Double
Remarks

When MissingDataProbabilityMin is set, the missing data probability for each case varies randomly between MissingDataProbabilityMin and MissingDataProbability.

The missing data mechanism is assumed to be MCAR (Missing Completely At Random).

MissingDataProbabilityMin

When set, the missing data probability for each case varies randomly between MissingDataProbabilityMin and MissingDataProbability. Valid values are between 0 and 1.

Declaration
public double? MissingDataProbabilityMin { get; set; }
Property Value
Type Description
System.Nullable<System.Double>

SequenceLength

The sequence length generated for each sample from networks with temporal nodes.

Declaration
public int? SequenceLength { get; set; }
Property Value
Type Description
System.Nullable<System.Int32>
Remarks

This value can be changed between calls to BayesServer.Data.Sampling.DataSampler.TakeSample to generate varying length sequences.