software.amazon.awssdk.services.machinelearning.model

Class Prediction

java.lang.Object

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

All Implemented Interfaces:

StructuredPojo, software.amazon.awssdk.utils.builder.ToCopyableBuilder<Prediction.Builder,Prediction>

@Generated(value="software.amazon.awssdk:codegen")
public class Prediction
extends Object
implements StructuredPojo, software.amazon.awssdk.utils.builder.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 and Description
static interface	Prediction.Builder

Method Summary

Modifier and Type	Method and Description
static Prediction.Builder	builder()
Map<String,String>	details()
boolean	equals(Object obj)
int	hashCode()
void	marshall(ProtocolMarshaller 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()
String	toString()

Methods inherited from class java.lang.Object

clone, finalize, 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()

Specified by:

toBuilder in interface software.amazon.awssdk.utils.builder.ToCopyableBuilder<Prediction.Builder,Prediction>

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)

Specified by:

marshall in interface StructuredPojo