Package software.amazon.awssdk.services.sagemaker.model

Class ModelMetrics

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.ModelMetrics

All Implemented Interfaces:

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

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

Contains metrics captured from a model.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	ModelMetrics.Builder

Method Summary

Modifier and Type	Method	Description
Bias	bias()	Metrics that measure bias in a model.
static ModelMetrics.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
Explainability	explainability()	Metrics that help explain a model.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
ModelDataQuality	modelDataQuality()	Metrics that measure the quality of the input data for a model.
ModelQuality	modelQuality()	Metrics that measure the quality of a model.
List<SdkField<?>>	sdkFields()
static Class<? extends ModelMetrics.Builder>	serializableBuilderClass()
ModelMetrics.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

modelQuality

public final ModelQuality modelQuality()

Metrics that measure the quality of a model.

Returns:

Metrics that measure the quality of a model.

modelDataQuality

public final ModelDataQuality modelDataQuality()

Metrics that measure the quality of the input data for a model.

Returns:

Metrics that measure the quality of the input data for a model.

bias

public final Bias bias()

Metrics that measure bias in a model.

Returns:

Metrics that measure bias in a model.

explainability

public final Explainability explainability()

Metrics that help explain a model.

Returns:

Metrics that help explain a model.

toBuilder

public ModelMetrics.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ModelMetrics.Builder,ModelMetrics>

builder

public static ModelMetrics.Builder builder()

serializableBuilderClass

public static Class<? extends ModelMetrics.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