com.amazonaws.services.personalize.model

Class TunedHPOParams

java.lang.Object

com.amazonaws.services.personalize.model.TunedHPOParams

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

If hyperparameter optimization (HPO) was performed, contains the hyperparameter values of the best performing model.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
TunedHPOParams()

Method Summary

Modifier and Type	Method and Description
TunedHPOParams	addAlgorithmHyperParametersEntry(String key, String value) Add a single AlgorithmHyperParameters entry
TunedHPOParams	clearAlgorithmHyperParametersEntries() Removes all the entries added into AlgorithmHyperParameters.
TunedHPOParams	clone()
boolean	equals(Object obj)
Map<String,String>	getAlgorithmHyperParameters() A list of the hyperparameter values of the best performing model.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setAlgorithmHyperParameters(Map<String,String> algorithmHyperParameters) A list of the hyperparameter values of the best performing model.
String	toString() Returns a string representation of this object.
TunedHPOParams	withAlgorithmHyperParameters(Map<String,String> algorithmHyperParameters) A list of the hyperparameter values of the best performing model.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

TunedHPOParams

public TunedHPOParams()

Method Detail

getAlgorithmHyperParameters

public Map<String,String> getAlgorithmHyperParameters()

A list of the hyperparameter values of the best performing model.

Returns:

A list of the hyperparameter values of the best performing model.

setAlgorithmHyperParameters

public void setAlgorithmHyperParameters(Map<String,String> algorithmHyperParameters)

A list of the hyperparameter values of the best performing model.

Parameters:

algorithmHyperParameters - A list of the hyperparameter values of the best performing model.

withAlgorithmHyperParameters

public TunedHPOParams withAlgorithmHyperParameters(Map<String,String> algorithmHyperParameters)

A list of the hyperparameter values of the best performing model.

Parameters:

algorithmHyperParameters - A list of the hyperparameter values of the best performing model.

Returns:

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

addAlgorithmHyperParametersEntry

public TunedHPOParams addAlgorithmHyperParametersEntry(String key,
                                                       String value)

Add a single AlgorithmHyperParameters entry

See Also:

withAlgorithmHyperParameters(java.util.Map<java.lang.String, java.lang.String>)

clearAlgorithmHyperParametersEntries

public TunedHPOParams clearAlgorithmHyperParametersEntries()

Removes all the entries added into AlgorithmHyperParameters.

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 TunedHPOParams 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.