Class CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

Inheritance

object

CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty

Implements

CfnAnalysisTemplatePropsMixin.ISyntheticDataColumnPropertiesProperty

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.SyntheticDataColumnPropertiesProperty : CfnAnalysisTemplatePropsMixin.ISyntheticDataColumnPropertiesProperty

Syntax (vb)

Public Class CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty Implements CfnAnalysisTemplatePropsMixin.ISyntheticDataColumnPropertiesProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdatacolumnproperties.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 syntheticDataColumnPropertiesProperty = new SyntheticDataColumnPropertiesProperty {
                 ColumnName = "columnName",
                 ColumnType = "columnType",
                 IsPredictiveValue = false
             };

Synopsis

Constructors

SyntheticDataColumnPropertiesProperty()

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

Properties

ColumnName	The name of the data column as it appears in the dataset.
ColumnType	The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
IsPredictiveValue	Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

Constructors

SyntheticDataColumnPropertiesProperty()

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

public SyntheticDataColumnPropertiesProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdatacolumnproperties.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 syntheticDataColumnPropertiesProperty = new SyntheticDataColumnPropertiesProperty {
                 ColumnName = "columnName",
                 ColumnType = "columnType",
                 IsPredictiveValue = false
             };

Properties

ColumnName

The name of the data column as it appears in the dataset.

public string? ColumnName { get; set; }

Property Value

string

Remarks

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

ColumnType

The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.

public string? ColumnType { get; set; }

Property Value

string

Remarks

IsPredictiveValue

Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

public object? IsPredictiveValue { get; set; }

Property Value

object

Remarks

This affects how the synthetic data generation preserves statistical relationships.

Type union: either bool or IResolvable

Implements

CfnAnalysisTemplatePropsMixin.ISyntheticDataColumnPropertiesProperty