Package software.amazon.awscdk.cfnpropertymixins.services.cleanrooms

Class CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Jsii$Proxy

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.cfnpropertymixins.services.cleanrooms.CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Jsii$Proxy

All Implemented Interfaces:

CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty, software.amazon.jsii.JsiiSerializable

Enclosing interface:

CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

@Stability(Stable)
@Internal
public static final class CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Jsii$Proxy
extends software.amazon.jsii.JsiiObject
implements CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

An implementation for CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

Nested Class Summary

Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.amazon.awscdk.cfnpropertymixins.services.cleanrooms.CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Builder, CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Jsii$Proxy

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	Jsii$Proxy(CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Builder builder)	Constructor that initializes the object based on literal property values passed by the CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Builder.
protected	Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)	Constructor that initializes the object based on values retrieved from the JsiiObject.

Method Summary

Modifier and Type	Method	Description
com.fasterxml.jackson.databind.JsonNode	$jsii$toJson()
final boolean	equals(Object o)
final Object	getColumnClassification()	Classification details for data columns that specify how each column should be treated during synthetic data generation.
final Number	getEpsilon()	The epsilon value for differential privacy when generating synthetic data.
final Number	getMaxMembershipInferenceAttackScore()	The maximum acceptable score for membership inference attack vulnerability.
final int	hashCode()

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Jsii$Proxy

protected Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)

Constructor that initializes the object based on values retrieved from the JsiiObject.

Parameters:

objRef - Reference to the JSII managed object.

Jsii$Proxy

protected Jsii$Proxy(CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Builder builder)

Constructor that initializes the object based on literal property values passed by the CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty.Builder.

Method Details

getColumnClassification

public final Object getColumnClassification()

Description copied from interface: CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

Classification details for data columns that specify how each column should be treated during synthetic data generation.

Returns union: either IResolvable or CfnAnalysisTemplatePropsMixin.ColumnClassificationDetailsProperty

Specified by:

getColumnClassification in interface CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

See Also:

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

getEpsilon

public final Number getEpsilon()

Description copied from interface: CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

The epsilon value for differential privacy when generating synthetic data.

Lower values provide stronger privacy guarantees but may reduce data utility.

Specified by:

getEpsilon in interface CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

See Also:

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

getMaxMembershipInferenceAttackScore

public final Number getMaxMembershipInferenceAttackScore()

Description copied from interface: CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

The maximum acceptable score for membership inference attack vulnerability.

Synthetic data generation fails if the score for the resulting data exceeds this threshold.

Specified by:

getMaxMembershipInferenceAttackScore in interface CfnAnalysisTemplatePropsMixin.MLSyntheticDataParametersProperty

See Also:

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

$jsii$toJson

@Internal
public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()

Specified by:

$jsii$toJson in interface software.amazon.jsii.JsiiSerializable

equals

public final boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public final int hashCode()

Overrides:

hashCode in class Object