Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.ClarifyShapConfigProperty.Jsii$Proxy

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ClarifyShapConfigProperty.Jsii$Proxy

All Implemented Interfaces:

CfnEndpointConfig.ClarifyShapConfigProperty, software.amazon.jsii.JsiiSerializable

Enclosing interface:

CfnEndpointConfig.ClarifyShapConfigProperty

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

An implementation for CfnEndpointConfig.ClarifyShapConfigProperty

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.services.sagemaker.CfnEndpointConfig.ClarifyShapConfigProperty

CfnEndpointConfig.ClarifyShapConfigProperty.Builder, CfnEndpointConfig.ClarifyShapConfigProperty.Jsii$Proxy

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	Jsii$Proxy(CfnEndpointConfig.ClarifyShapConfigProperty.Builder builder)	Constructor that initializes the object based on literal property values passed by the CfnEndpointConfig.ClarifyShapConfigProperty.Builder.
protected	Jsii$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 Number	getNumberOfSamples()	The number of samples to be used for analysis by the Kernal SHAP algorithm.
final Number	getSeed()	The starting value used to initialize the random number generator in the explainer.
final Object	getShapBaselineConfig()	The configuration for the SHAP baseline of the Kernal SHAP algorithm.
final Object	getTextConfig()	A parameter that indicates if text features are treated as text and explanations are provided for individual units of text.
final Object	getUseLogit()	A Boolean toggle to indicate if you want to use the logit function (true) or log-odds units (false) for model predictions.
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(CfnEndpointConfig.ClarifyShapConfigProperty.Builder builder)

Constructor that initializes the object based on literal property values passed by the CfnEndpointConfig.ClarifyShapConfigProperty.Builder.

Method Details

getShapBaselineConfig

public final Object getShapBaselineConfig()

Description copied from interface: CfnEndpointConfig.ClarifyShapConfigProperty

The configuration for the SHAP baseline of the Kernal SHAP algorithm.

Returns union: either IResolvable or CfnEndpointConfig.ClarifyShapBaselineConfigProperty

Specified by:

getShapBaselineConfig in interface CfnEndpointConfig.ClarifyShapConfigProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-shapbaselineconfig

getNumberOfSamples

public final Number getNumberOfSamples()

Description copied from interface: CfnEndpointConfig.ClarifyShapConfigProperty

The number of samples to be used for analysis by the Kernal SHAP algorithm.

The number of samples determines the size of the synthetic dataset, which has an impact on latency of explainability requests. For more information, see the Synthetic data of Configure and create an endpoint .

Specified by:

getNumberOfSamples in interface CfnEndpointConfig.ClarifyShapConfigProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-numberofsamples

getSeed

public final Number getSeed()

Description copied from interface: CfnEndpointConfig.ClarifyShapConfigProperty

The starting value used to initialize the random number generator in the explainer.

Provide a value for this parameter to obtain a deterministic SHAP result.

Specified by:

getSeed in interface CfnEndpointConfig.ClarifyShapConfigProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-seed

getTextConfig

public final Object getTextConfig()

Description copied from interface: CfnEndpointConfig.ClarifyShapConfigProperty

A parameter that indicates if text features are treated as text and explanations are provided for individual units of text.

Required for natural language processing (NLP) explainability only.

Returns union: either IResolvable or CfnEndpointConfig.ClarifyTextConfigProperty

Specified by:

getTextConfig in interface CfnEndpointConfig.ClarifyShapConfigProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-textconfig

getUseLogit

public final Object getUseLogit()

Description copied from interface: CfnEndpointConfig.ClarifyShapConfigProperty

A Boolean toggle to indicate if you want to use the logit function (true) or log-odds units (false) for model predictions.

Defaults to false.

Returns union: either Boolean or IResolvable

Specified by:

getUseLogit in interface CfnEndpointConfig.ClarifyShapConfigProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-uselogit

$jsii$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