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() The post-training constraints.
MetricsSource	getPreTrainingConstraints() The pre-training constraints.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller)
void	setConfigFile(FileSource configFile) The bias config file for a model.
void	setPostTrainingConstraints(MetricsSource postTrainingConstraints) The post-training constraints.
void	setPreTrainingConstraints(MetricsSource preTrainingConstraints) The pre-training constraints.
String	toString() Returns a string representation of this object.
DriftCheckBias	withConfigFile(FileSource configFile) The bias config file for a model.
DriftCheckBias	withPostTrainingConstraints(MetricsSource postTrainingConstraints) The post-training constraints.
DriftCheckBias	withPreTrainingConstraints(MetricsSource preTrainingConstraints) The pre-training constraints.

Methods inherited from class java.lang.Object

finalize, 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)

The pre-training constraints.

Parameters:

preTrainingConstraints - The pre-training constraints.

getPreTrainingConstraints

public MetricsSource getPreTrainingConstraints()

The pre-training constraints.

Returns:

The pre-training constraints.

withPreTrainingConstraints

public DriftCheckBias withPreTrainingConstraints(MetricsSource preTrainingConstraints)

The pre-training constraints.

Parameters:

preTrainingConstraints - The pre-training constraints.

Returns:

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

setPostTrainingConstraints

public void setPostTrainingConstraints(MetricsSource postTrainingConstraints)

The post-training constraints.

Parameters:

postTrainingConstraints - The post-training constraints.

getPostTrainingConstraints

public MetricsSource getPostTrainingConstraints()

The post-training constraints.

Returns:

The post-training constraints.

withPostTrainingConstraints

public DriftCheckBias withPostTrainingConstraints(MetricsSource postTrainingConstraints)

The post-training constraints.

Parameters:

postTrainingConstraints - The post-training constraints.

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)

Specified by:

marshall in interface StructuredPojo