software.amazon.awssdk.services.frauddetector.model

Class ATIMetricDataPoint

java.lang.Object

software.amazon.awssdk.services.frauddetector.model.ATIMetricDataPoint

All Implemented Interfaces:

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

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

The Account Takeover Insights (ATI) model performance metrics data points.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ATIMetricDataPoint.Builder

Method Summary

Modifier and Type	Method and Description
Float	adr() The anomaly discovery rate.
Float	atodr() The account takeover discovery rate.
static ATIMetricDataPoint.Builder	builder()
Float	cr() The challenge rate.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends ATIMetricDataPoint.Builder>	serializableBuilderClass()
Float	threshold() The model's threshold that specifies an acceptable fraud capture rate.
ATIMetricDataPoint.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

cr

public final Float cr()

The challenge rate. This indicates the percentage of login events that the model recommends to challenge such as one-time password, multi-factor authentication, and investigations.

Returns:

The challenge rate. This indicates the percentage of login events that the model recommends to challenge such as one-time password, multi-factor authentication, and investigations.

adr

public final Float adr()

The anomaly discovery rate. This metric quantifies the percentage of anomalies that can be detected by the model at the selected score threshold. A lower score threshold increases the percentage of anomalies captured by the model, but would also require challenging a larger percentage of login events, leading to a higher customer friction.

Returns:

The anomaly discovery rate. This metric quantifies the percentage of anomalies that can be detected by the model at the selected score threshold. A lower score threshold increases the percentage of anomalies captured by the model, but would also require challenging a larger percentage of login events, leading to a higher customer friction.

threshold

public final Float threshold()

The model's 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's 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.

atodr

public final Float atodr()

The account takeover discovery rate. This metric quantifies the percentage of account compromise events that can be detected by the model at the selected score threshold. This metric is only available if 50 or more entities with at-least one labeled account takeover event is present in the ingested dataset.

Returns:

The account takeover discovery rate. This metric quantifies the percentage of account compromise events that can be detected by the model at the selected score threshold. This metric is only available if 50 or more entities with at-least one labeled account takeover event is present in the ingested dataset.

toBuilder

public ATIMetricDataPoint.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ATIMetricDataPoint.Builder,ATIMetricDataPoint>

builder

public static ATIMetricDataPoint.Builder builder()

serializableBuilderClass

public static Class<? extends ATIMetricDataPoint.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