Package software.amazon.awssdk.services.machinelearning.model

Class Prediction

java.lang.Object

software.amazon.awssdk.services.machinelearning.model.Prediction

All Implemented Interfaces:

StructuredPojo, ToCopyableBuilder<Prediction.Builder,Prediction>

@Generated("software.amazon.awssdk:codegen")
public class Prediction
extends Object
implements StructuredPojo, ToCopyableBuilder<Prediction.Builder,Prediction>

The output from a Predict operation:

• Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASS DetailsAttributes.ALGORITHM - SGD

• PredictedLabel - Present for either a BINARY or MULTICLASS MLModel request.

• PredictedScores - Contains the raw classification score corresponding to each label.

• PredictedValue - Present for a REGRESSION MLModel request.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	Prediction.Builder

Method Summary

Modifier and Type	Method	Description
static Prediction.Builder	builder()
Map<String,String>	details()
boolean	equals(Object obj)
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller)	Marshalls this structured data using the given ProtocolMarshaller.
String	predictedLabel()	The prediction label for either a BINARY or MULTICLASS MLModel.
Map<String,Float>	predictedScores()
Float	predictedValue()	The prediction value for REGRESSION MLModel.
static Class<? extends Prediction.Builder>	serializableBuilderClass()
Prediction.Builder	toBuilder()	Take this object and create a builder that contains all of the current property values of this object.
String	toString()

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Method Detail

predictedLabel

public String predictedLabel()

The prediction label for either a BINARY or MULTICLASS MLModel.

Returns:

The prediction label for either a BINARY or MULTICLASS MLModel.

predictedValue

public Float predictedValue()

The prediction value for REGRESSION MLModel.

Returns:

The prediction value for REGRESSION MLModel.

predictedScores

public Map<String,Float> predictedScores()

Returns:

details

public Map<String,String> details()

Returns:

toBuilder

public Prediction.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<Prediction.Builder,Prediction>

Returns:

a builder for type T

builder

public static Prediction.Builder builder()

serializableBuilderClass

public static Class<? extends Prediction.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

Overrides:

toString 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.