software.amazon.awssdk.services.lookoutvision.model

Class ModelPerformance

java.lang.Object

software.amazon.awssdk.services.lookoutvision.model.ModelPerformance

All Implemented Interfaces:

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

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

Information about the evaluation performance of a trained model.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ModelPerformance.Builder

Method Summary

Modifier and Type	Method and Description
static ModelPerformance.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
Float	f1Score() The overall F1 score metric for the trained model.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Float	precision() The overall precision metric value for the trained model.
Float	recall() The overall recall metric value for the trained model.
List<SdkField<?>>	sdkFields()
static Class<? extends ModelPerformance.Builder>	serializableBuilderClass()
ModelPerformance.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

f1Score

public Float f1Score()

The overall F1 score metric for the trained model.

Returns:

The overall F1 score metric for the trained model.

recall

public Float recall()

The overall recall metric value for the trained model.

Returns:

The overall recall metric value for the trained model.

precision

public Float precision()

The overall precision metric value for the trained model.

Returns:

The overall precision metric value for the trained model.

toBuilder

public ModelPerformance.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ModelPerformance.Builder,ModelPerformance>

builder

public static ModelPerformance.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

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

getValueForField

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

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo