software.amazon.awssdk.services.frauddetector.model

Class VariableImpactExplanation

java.lang.Object

software.amazon.awssdk.services.frauddetector.model.VariableImpactExplanation

All Implemented Interfaces:

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

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

The details of the event variable's impact on the prediction score.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	VariableImpactExplanation.Builder

Method Summary

Modifier and Type	Method and Description
static VariableImpactExplanation.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
String	eventVariableName() The event variable name.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Float	logOddsImpact() The raw, uninterpreted value represented as log-odds of the fraud.
String	relativeImpact() The event variable's relative impact in terms of magnitude on the prediction scores.
List<SdkField<?>>	sdkFields()
static Class<? extends VariableImpactExplanation.Builder>	serializableBuilderClass()
VariableImpactExplanation.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

eventVariableName

public final String eventVariableName()

The event variable name.

Returns:

The event variable name.

relativeImpact

public final String relativeImpact()

The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.

Returns:

The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.

logOddsImpact

public final Float logOddsImpact()

The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.

• A positive value indicates that the variable drove the risk score up.

• A negative value indicates that the variable drove the risk score down.

Returns:

The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.

• A positive value indicates that the variable drove the risk score up.

• A negative value indicates that the variable drove the risk score down.

toBuilder

public VariableImpactExplanation.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<VariableImpactExplanation.Builder,VariableImpactExplanation>

builder

public static VariableImpactExplanation.Builder builder()

serializableBuilderClass

public static Class<? extends VariableImpactExplanation.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