com.amazonaws.services.frauddetector.model

Class PredictionExplanations

java.lang.Object

com.amazonaws.services.frauddetector.model.PredictionExplanations

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class PredictionExplanations
extends Object
implements Serializable, Cloneable, StructuredPojo

The prediction explanations that provide insight into how each event variable impacted the model version's fraud prediction score.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
PredictionExplanations()

Method Summary

Modifier and Type	Method and Description
PredictionExplanations	clone()
boolean	equals(Object obj)
List<AggregatedVariablesImpactExplanation>	getAggregatedVariablesImpactExplanations() The details of the aggregated variables impact on the prediction score.
List<VariableImpactExplanation>	getVariableImpactExplanations() The details of the event variable's impact on the prediction score.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setAggregatedVariablesImpactExplanations(Collection<AggregatedVariablesImpactExplanation> aggregatedVariablesImpactExplanations) The details of the aggregated variables impact on the prediction score.
void	setVariableImpactExplanations(Collection<VariableImpactExplanation> variableImpactExplanations) The details of the event variable's impact on the prediction score.
String	toString() Returns a string representation of this object.
PredictionExplanations	withAggregatedVariablesImpactExplanations(AggregatedVariablesImpactExplanation... aggregatedVariablesImpactExplanations) The details of the aggregated variables impact on the prediction score.
PredictionExplanations	withAggregatedVariablesImpactExplanations(Collection<AggregatedVariablesImpactExplanation> aggregatedVariablesImpactExplanations) The details of the aggregated variables impact on the prediction score.
PredictionExplanations	withVariableImpactExplanations(Collection<VariableImpactExplanation> variableImpactExplanations) The details of the event variable's impact on the prediction score.
PredictionExplanations	withVariableImpactExplanations(VariableImpactExplanation... variableImpactExplanations) The details of the event variable's impact on the prediction score.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

PredictionExplanations

public PredictionExplanations()

Method Detail

getVariableImpactExplanations

public List<VariableImpactExplanation> getVariableImpactExplanations()

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

Returns:

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

setVariableImpactExplanations

public void setVariableImpactExplanations(Collection<VariableImpactExplanation> variableImpactExplanations)

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

Parameters:

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

withVariableImpactExplanations

public PredictionExplanations withVariableImpactExplanations(VariableImpactExplanation... variableImpactExplanations)

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

NOTE: This method appends the values to the existing list (if any). Use setVariableImpactExplanations(java.util.Collection) or withVariableImpactExplanations(java.util.Collection) if you want to override the existing values.

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

withVariableImpactExplanations

public PredictionExplanations withVariableImpactExplanations(Collection<VariableImpactExplanation> variableImpactExplanations)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

getAggregatedVariablesImpactExplanations

public List<AggregatedVariablesImpactExplanation> getAggregatedVariablesImpactExplanations()

The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

Returns:

The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

setAggregatedVariablesImpactExplanations

public void setAggregatedVariablesImpactExplanations(Collection<AggregatedVariablesImpactExplanation> aggregatedVariablesImpactExplanations)

The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

Parameters:

aggregatedVariablesImpactExplanations - The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

withAggregatedVariablesImpactExplanations

public PredictionExplanations withAggregatedVariablesImpactExplanations(AggregatedVariablesImpactExplanation... aggregatedVariablesImpactExplanations)

The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

NOTE: This method appends the values to the existing list (if any). Use setAggregatedVariablesImpactExplanations(java.util.Collection) or withAggregatedVariablesImpactExplanations(java.util.Collection) if you want to override the existing values.

Parameters:

aggregatedVariablesImpactExplanations - The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

Returns:

Returns a reference to this object so that method calls can be chained together.

withAggregatedVariablesImpactExplanations

public PredictionExplanations withAggregatedVariablesImpactExplanations(Collection<AggregatedVariablesImpactExplanation> aggregatedVariablesImpactExplanations)

The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

Parameters:

aggregatedVariablesImpactExplanations - The details of the aggregated variables impact on the prediction score.

Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are IP address and user.

Returns:

Returns a reference to this object so that method calls can be chained together.

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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public PredictionExplanations clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.