software.amazon.awssdk.services.frauddetector.model

Class MetricDataPoint

java.lang.Object

software.amazon.awssdk.services.frauddetector.model.MetricDataPoint

All Implemented Interfaces:

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

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

Model performance metrics data points.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	MetricDataPoint.Builder

Method Summary

Modifier and Type	Method and Description
static MetricDataPoint.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
Float	fpr() The false positive rate.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Float	precision() The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
List<SdkField<?>>	sdkFields()
static Class<? extends MetricDataPoint.Builder>	serializableBuilderClass()
Float	threshold() The model threshold that specifies an acceptable fraud capture rate.
MetricDataPoint.Builder	toBuilder()
String	toString() Returns a string representation of this object.
Float	tpr() The true positive rate.

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

fpr

public final Float fpr()

The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.

Returns:

The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.

precision

public final Float precision()

The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.

Returns:

The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.

tpr

public final Float tpr()

The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.

Returns:

The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.

threshold

public final Float threshold()

The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.

Returns:

The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.

toBuilder

public MetricDataPoint.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<MetricDataPoint.Builder,MetricDataPoint>

builder

public static MetricDataPoint.Builder builder()

serializableBuilderClass

public static Class<? extends MetricDataPoint.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