Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty>

Enclosing interface:

CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty

@Stability(Stable)
public static final class CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty>

A builder for CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty	build()	Builds the configured instance.
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	numberOfSamples(Number numberOfSamples)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getNumberOfSamples()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	seed(Number seed)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getSeed()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	shapBaselineConfig(CfnEndpointConfigPropsMixin.ClarifyShapBaselineConfigProperty shapBaselineConfig)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getShapBaselineConfig()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	shapBaselineConfig(IResolvable shapBaselineConfig)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getShapBaselineConfig()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	textConfig(CfnEndpointConfigPropsMixin.ClarifyTextConfigProperty textConfig)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getTextConfig()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	textConfig(IResolvable textConfig)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getTextConfig()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	useLogit(Boolean useLogit)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getUseLogit()
CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder	useLogit(IResolvable useLogit)	Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getUseLogit()

Methods inherited from class java.lang.Object

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

Constructor Details

Builder

public Builder()

Method Details

numberOfSamples

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder numberOfSamples(Number numberOfSamples)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getNumberOfSamples()

Parameters:

numberOfSamples - 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 .

Returns:

this

seed

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder seed(Number seed)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getSeed()

Parameters:

seed - 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.

Returns:

this

shapBaselineConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder shapBaselineConfig(IResolvable shapBaselineConfig)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getShapBaselineConfig()

Parameters:

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

Returns:

this

shapBaselineConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder shapBaselineConfig(CfnEndpointConfigPropsMixin.ClarifyShapBaselineConfigProperty shapBaselineConfig)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getShapBaselineConfig()

Parameters:

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

Returns:

this

textConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder textConfig(IResolvable textConfig)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getTextConfig()

Parameters:

textConfig - 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:

this

textConfig

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder textConfig(CfnEndpointConfigPropsMixin.ClarifyTextConfigProperty textConfig)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getTextConfig()

Parameters:

textConfig - 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:

this

useLogit

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder useLogit(Boolean useLogit)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getUseLogit()

Parameters:

useLogit - 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:

this

useLogit

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.Builder useLogit(IResolvable useLogit)

Sets the value of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty.getUseLogit()

Parameters:

useLogit - 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:

this

build

@Stability(Stable)
public CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty>

Returns:

a new instance of CfnEndpointConfigPropsMixin.ClarifyShapConfigProperty

Throws:

NullPointerException - if any required attribute was not provided