com.amazonaws.services.sagemaker.model

Class ClarifyExplainerConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.ClarifyExplainerConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class ClarifyExplainerConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

The configuration parameters for the SageMaker Clarify explainer.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
ClarifyExplainerConfig()

Method Summary

Modifier and Type	Method and Description
ClarifyExplainerConfig	clone()
boolean	equals(Object obj)
String	getEnableExplanations() A JMESPath boolean expression used to filter which records to explain.
ClarifyInferenceConfig	getInferenceConfig() The inference configuration parameter for the model container.
ClarifyShapConfig	getShapConfig() The configuration for SHAP analysis.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setEnableExplanations(String enableExplanations) A JMESPath boolean expression used to filter which records to explain.
void	setInferenceConfig(ClarifyInferenceConfig inferenceConfig) The inference configuration parameter for the model container.
void	setShapConfig(ClarifyShapConfig shapConfig) The configuration for SHAP analysis.
String	toString() Returns a string representation of this object.
ClarifyExplainerConfig	withEnableExplanations(String enableExplanations) A JMESPath boolean expression used to filter which records to explain.
ClarifyExplainerConfig	withInferenceConfig(ClarifyInferenceConfig inferenceConfig) The inference configuration parameter for the model container.
ClarifyExplainerConfig	withShapConfig(ClarifyShapConfig shapConfig) The configuration for SHAP analysis.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ClarifyExplainerConfig

public ClarifyExplainerConfig()

Method Detail

setEnableExplanations

public void setEnableExplanations(String enableExplanations)

A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

Parameters:

enableExplanations - A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

getEnableExplanations

public String getEnableExplanations()

A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

Returns:

A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

withEnableExplanations

public ClarifyExplainerConfig withEnableExplanations(String enableExplanations)

A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

Parameters:

enableExplanations - A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

Returns:

Returns a reference to this object so that method calls can be chained together.

setInferenceConfig

public void setInferenceConfig(ClarifyInferenceConfig inferenceConfig)

The inference configuration parameter for the model container.

Parameters:

inferenceConfig - The inference configuration parameter for the model container.

getInferenceConfig

public ClarifyInferenceConfig getInferenceConfig()

The inference configuration parameter for the model container.

Returns:

The inference configuration parameter for the model container.

withInferenceConfig

public ClarifyExplainerConfig withInferenceConfig(ClarifyInferenceConfig inferenceConfig)

The inference configuration parameter for the model container.

Parameters:

inferenceConfig - The inference configuration parameter for the model container.

Returns:

Returns a reference to this object so that method calls can be chained together.

setShapConfig

public void setShapConfig(ClarifyShapConfig shapConfig)

The configuration for SHAP analysis.

Parameters:

shapConfig - The configuration for SHAP analysis.

getShapConfig

public ClarifyShapConfig getShapConfig()

The configuration for SHAP analysis.

Returns:

The configuration for SHAP analysis.

withShapConfig

public ClarifyExplainerConfig withShapConfig(ClarifyShapConfig shapConfig)

The configuration for SHAP analysis.

Parameters:

shapConfig - The configuration for SHAP analysis.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public ClarifyExplainerConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.