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(value="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 and Description
static interface	ModelMetrics.Builder

Method Summary

Modifier and Type	Method and Description
Bias	bias() Metrics that measure bais 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 bais in a model.

Returns:

Metrics that measure bais 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