software.amazon.awssdk.services.sagemaker.model

Class BestObjectiveNotImproving

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.BestObjectiveNotImproving

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<BestObjectiveNotImproving.Builder,BestObjectiveNotImproving>

@Generated(value="software.amazon.awssdk:codegen")
public final class BestObjectiveNotImproving
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<BestObjectiveNotImproving.Builder,BestObjectiveNotImproving>

A structure that keeps track of which training jobs launched by your hyperparameter tuning job are not improving model performance as evaluated against an objective function.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	BestObjectiveNotImproving.Builder

Method Summary

Modifier and Type	Method and Description
static BestObjectiveNotImproving.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	maxNumberOfTrainingJobsNotImproving() The number of training jobs that have failed to improve model performance by 1% or greater over prior training jobs as evaluated against an objective function.
List<SdkField<?>>	sdkFields()
static Class<? extends BestObjectiveNotImproving.Builder>	serializableBuilderClass()
BestObjectiveNotImproving.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

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

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

maxNumberOfTrainingJobsNotImproving

public final Integer maxNumberOfTrainingJobsNotImproving()

The number of training jobs that have failed to improve model performance by 1% or greater over prior training jobs as evaluated against an objective function.

Returns:

The number of training jobs that have failed to improve model performance by 1% or greater over prior training jobs as evaluated against an objective function.

toBuilder

public BestObjectiveNotImproving.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<BestObjectiveNotImproving.Builder,BestObjectiveNotImproving>

builder

public static BestObjectiveNotImproving.Builder builder()

serializableBuilderClass

public static Class<? extends BestObjectiveNotImproving.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final 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

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo