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) Indicates whether some other object is "equal to" this one by SDK fields.
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() Take this object and create a builder that contains all of the current property values of this object.
String	toString() Returns a string representation of this object.
Float	tpr() The true positive rate.

Methods inherited from class java.lang.Object

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()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<MetricDataPoint.Builder,MetricDataPoint>

Returns:

a builder for type T

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)

Description copied from interface: SdkPojo

Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

Specified by:

equalsBySdkFields in interface SdkPojo

Parameters:

obj - the object to be compared with

Returns:

true if the other object equals to this object by sdk fields, false otherwise.

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

Returns:

List of SdkField in this POJO. May be empty list but should never be null.