Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.ClarifyShapConfigProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ClarifyShapConfigProperty.Builder

All Implemented Interfaces:

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

Enclosing interface:

CfnEndpointConfig.ClarifyShapConfigProperty

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

A builder for CfnEndpointConfig.ClarifyShapConfigProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

shapBaselineConfig

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

Sets the value of CfnEndpointConfig.ClarifyShapConfigProperty.getShapBaselineConfig()

Parameters:

shapBaselineConfig - The configuration for the SHAP baseline of the Kernal SHAP algorithm. This parameter is required.

Returns:

this

shapBaselineConfig

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

Sets the value of CfnEndpointConfig.ClarifyShapConfigProperty.getShapBaselineConfig()

Parameters:

shapBaselineConfig - The configuration for the SHAP baseline of the Kernal SHAP algorithm. This parameter is required.

Returns:

this

numberOfSamples

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

Sets the value of CfnEndpointConfig.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 CfnEndpointConfig.ClarifyShapConfigProperty.Builder seed(Number seed)

Sets the value of CfnEndpointConfig.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

textConfig

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

Sets the value of CfnEndpointConfig.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 CfnEndpointConfig.ClarifyShapConfigProperty.Builder textConfig(CfnEndpointConfig.ClarifyTextConfigProperty textConfig)

Sets the value of CfnEndpointConfig.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 CfnEndpointConfig.ClarifyShapConfigProperty.Builder useLogit(Boolean useLogit)

Sets the value of CfnEndpointConfig.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 CfnEndpointConfig.ClarifyShapConfigProperty.Builder useLogit(IResolvable useLogit)

Sets the value of CfnEndpointConfig.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 CfnEndpointConfig.ClarifyShapConfigProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnEndpointConfig.ClarifyShapConfigProperty

Throws:

NullPointerException - if any required attribute was not provided