com.amazonaws.services.personalize.model

Class HPOObjective

java.lang.Object

com.amazonaws.services.personalize.model.HPOObjective

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

The metric to optimize during hyperparameter optimization (HPO).

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
HPOObjective()

Method Summary

Modifier and Type	Method and Description
HPOObjective	clone()
boolean	equals(Object obj)
String	getMetricName() The name of the metric.
String	getMetricRegex() A regular expression for finding the metric in the training job logs.
String	getType() The data type of the metric.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller)
void	setMetricName(String metricName) The name of the metric.
void	setMetricRegex(String metricRegex) A regular expression for finding the metric in the training job logs.
void	setType(String type) The data type of the metric.
String	toString() Returns a string representation of this object.
HPOObjective	withMetricName(String metricName) The name of the metric.
HPOObjective	withMetricRegex(String metricRegex) A regular expression for finding the metric in the training job logs.
HPOObjective	withType(String type) The data type of the metric.

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

HPOObjective

public HPOObjective()

Method Detail

setType

public void setType(String type)

The data type of the metric.

Parameters:

type - The data type of the metric.

getType

public String getType()

The data type of the metric.

Returns:

The data type of the metric.

withType

public HPOObjective withType(String type)

The data type of the metric.

Parameters:

type - The data type of the metric.

Returns:

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

setMetricName

public void setMetricName(String metricName)

The name of the metric.

Parameters:

metricName - The name of the metric.

getMetricName

public String getMetricName()

The name of the metric.

Returns:

The name of the metric.

withMetricName

public HPOObjective withMetricName(String metricName)

The name of the metric.

Parameters:

metricName - The name of the metric.

Returns:

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

setMetricRegex

public void setMetricRegex(String metricRegex)

A regular expression for finding the metric in the training job logs.

Parameters:

metricRegex - A regular expression for finding the metric in the training job logs.

getMetricRegex

public String getMetricRegex()

A regular expression for finding the metric in the training job logs.

Returns:

A regular expression for finding the metric in the training job logs.

withMetricRegex

public HPOObjective withMetricRegex(String metricRegex)

A regular expression for finding the metric in the training job logs.

Parameters:

metricRegex - A regular expression for finding the metric in the training job logs.

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 HPOObjective clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Specified by:

marshall in interface StructuredPojo