Class CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

Inheritance

object

CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty

Implements

CfnAnalysisTemplatePropsMixin.ISyntheticDataParametersProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.CfnPropertyMixins.AWS.CleanRooms

Assembly: Amazon.CDK.CfnPropertyMixins.dll

Syntax (csharp)

public class CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty : CfnAnalysisTemplatePropsMixin.ISyntheticDataParametersProperty

Syntax (vb)

Public Class CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty Implements CfnAnalysisTemplatePropsMixin.ISyntheticDataParametersProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
             // The values are placeholders you should change.
             using Amazon.CDK.CfnPropertyMixins.AWS.CleanRooms;

             var syntheticDataParametersProperty = new SyntheticDataParametersProperty {
                 MlSyntheticDataParameters = new MLSyntheticDataParametersProperty {
                     ColumnClassification = new ColumnClassificationDetailsProperty {
                         ColumnMapping = new [] { new SyntheticDataColumnPropertiesProperty {
                             ColumnName = "columnName",
                             ColumnType = "columnType",
                             IsPredictiveValue = false
                         } }
                     },
                     Epsilon = 123,
                     MaxMembershipInferenceAttackScore = 123
                 }
             };

Synopsis

Constructors

SyntheticDataParametersProperty()

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

Properties

MlSyntheticDataParameters

The machine learning-specific parameters for synthetic data generation.

Constructors

SyntheticDataParametersProperty()

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

public SyntheticDataParametersProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
             // The values are placeholders you should change.
             using Amazon.CDK.CfnPropertyMixins.AWS.CleanRooms;

             var syntheticDataParametersProperty = new SyntheticDataParametersProperty {
                 MlSyntheticDataParameters = new MLSyntheticDataParametersProperty {
                     ColumnClassification = new ColumnClassificationDetailsProperty {
                         ColumnMapping = new [] { new SyntheticDataColumnPropertiesProperty {
                             ColumnName = "columnName",
                             ColumnType = "columnType",
                             IsPredictiveValue = false
                         } }
                     },
                     Epsilon = 123,
                     MaxMembershipInferenceAttackScore = 123
                 }
             };

Properties

MlSyntheticDataParameters

The machine learning-specific parameters for synthetic data generation.

public object? MlSyntheticDataParameters { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html#cfn-cleanrooms-analysistemplate-syntheticdataparameters-mlsyntheticdataparameters

Type union: either IResolvable or CfnAnalysisTemplatePropsMixin.IMLSyntheticDataParametersProperty

Implements

CfnAnalysisTemplatePropsMixin.ISyntheticDataParametersProperty