com.amazonaws.services.sagemaker.model

Class DriftCheckBias

java.lang.Object

com.amazonaws.services.sagemaker.model.DriftCheckBias

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
DriftCheckBias()

Method Summary

Modifier and Type	Method and Description
DriftCheckBias	clone()
boolean	equals(Object obj)
FileSource	getConfigFile() The bias config file for a model.
MetricsSource	getPostTrainingConstraints()
MetricsSource	getPreTrainingConstraints()
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setConfigFile(FileSource configFile) The bias config file for a model.
void	setPostTrainingConstraints(MetricsSource postTrainingConstraints)
void	setPreTrainingConstraints(MetricsSource preTrainingConstraints)
String	toString() Returns a string representation of this object.
DriftCheckBias	withConfigFile(FileSource configFile) The bias config file for a model.
DriftCheckBias	withPostTrainingConstraints(MetricsSource postTrainingConstraints)
DriftCheckBias	withPreTrainingConstraints(MetricsSource preTrainingConstraints)

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

DriftCheckBias

public DriftCheckBias()

Method Detail

setConfigFile

public void setConfigFile(FileSource configFile)

The bias config file for a model.

Parameters:

configFile - The bias config file for a model.

getConfigFile

public FileSource getConfigFile()

The bias config file for a model.

Returns:

The bias config file for a model.

withConfigFile

public DriftCheckBias withConfigFile(FileSource configFile)

The bias config file for a model.

Parameters:

configFile - The bias config file for a model.

Returns:

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

setPreTrainingConstraints

public void setPreTrainingConstraints(MetricsSource preTrainingConstraints)

Parameters:

preTrainingConstraints -

getPreTrainingConstraints

public MetricsSource getPreTrainingConstraints()

Returns:

withPreTrainingConstraints

public DriftCheckBias withPreTrainingConstraints(MetricsSource preTrainingConstraints)

Parameters:

preTrainingConstraints -

Returns:

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

setPostTrainingConstraints

public void setPostTrainingConstraints(MetricsSource postTrainingConstraints)

Parameters:

postTrainingConstraints -

getPostTrainingConstraints

public MetricsSource getPostTrainingConstraints()

Returns:

withPostTrainingConstraints

public DriftCheckBias withPostTrainingConstraints(MetricsSource postTrainingConstraints)

Parameters:

postTrainingConstraints -

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 DriftCheckBias 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.