com.amazonaws.services.forecast.model

Class ErrorMetric

java.lang.Object

com.amazonaws.services.forecast.model.ErrorMetric

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

Provides detailed error metrics to evaluate the performance of a predictor. This object is part of the Metrics object.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
ErrorMetric()

Method Summary

Modifier and Type	Method and Description
ErrorMetric	clone()
boolean	equals(Object obj)
String	getForecastType() The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
Double	getMAPE() The Mean Absolute Percentage Error (MAPE)
Double	getMASE() The Mean Absolute Scaled Error (MASE)
Double	getRMSE() The root-mean-square error (RMSE).
Double	getWAPE() The weighted absolute percentage error (WAPE).
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setForecastType(String forecastType) The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
void	setMAPE(Double mAPE) The Mean Absolute Percentage Error (MAPE)
void	setMASE(Double mASE) The Mean Absolute Scaled Error (MASE)
void	setRMSE(Double rMSE) The root-mean-square error (RMSE).
void	setWAPE(Double wAPE) The weighted absolute percentage error (WAPE).
String	toString() Returns a string representation of this object.
ErrorMetric	withForecastType(String forecastType) The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
ErrorMetric	withMAPE(Double mAPE) The Mean Absolute Percentage Error (MAPE)
ErrorMetric	withMASE(Double mASE) The Mean Absolute Scaled Error (MASE)
ErrorMetric	withRMSE(Double rMSE) The root-mean-square error (RMSE).
ErrorMetric	withWAPE(Double wAPE) The weighted absolute percentage error (WAPE).

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ErrorMetric

public ErrorMetric()

Method Detail

setForecastType

public void setForecastType(String forecastType)

The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

Parameters:

forecastType - The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

getForecastType

public String getForecastType()

The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

Returns:

The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

withForecastType

public ErrorMetric withForecastType(String forecastType)

The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

Parameters:

forecastType - The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

Returns:

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

setWAPE

public void setWAPE(Double wAPE)

The weighted absolute percentage error (WAPE).

Parameters:

wAPE - The weighted absolute percentage error (WAPE).

getWAPE

public Double getWAPE()

The weighted absolute percentage error (WAPE).

Returns:

The weighted absolute percentage error (WAPE).

withWAPE

public ErrorMetric withWAPE(Double wAPE)

The weighted absolute percentage error (WAPE).

Parameters:

wAPE - The weighted absolute percentage error (WAPE).

Returns:

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

setRMSE

public void setRMSE(Double rMSE)

The root-mean-square error (RMSE).

Parameters:

rMSE - The root-mean-square error (RMSE).

getRMSE

public Double getRMSE()

The root-mean-square error (RMSE).

Returns:

The root-mean-square error (RMSE).

withRMSE

public ErrorMetric withRMSE(Double rMSE)

The root-mean-square error (RMSE).

Parameters:

rMSE - The root-mean-square error (RMSE).

Returns:

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

setMASE

public void setMASE(Double mASE)

The Mean Absolute Scaled Error (MASE)

Parameters:

mASE - The Mean Absolute Scaled Error (MASE)

getMASE

public Double getMASE()

The Mean Absolute Scaled Error (MASE)

Returns:

The Mean Absolute Scaled Error (MASE)

withMASE

public ErrorMetric withMASE(Double mASE)

The Mean Absolute Scaled Error (MASE)

Parameters:

mASE - The Mean Absolute Scaled Error (MASE)

Returns:

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

setMAPE

public void setMAPE(Double mAPE)

The Mean Absolute Percentage Error (MAPE)

Parameters:

mAPE - The Mean Absolute Percentage Error (MAPE)

getMAPE

public Double getMAPE()

The Mean Absolute Percentage Error (MAPE)

Returns:

The Mean Absolute Percentage Error (MAPE)

withMAPE

public ErrorMetric withMAPE(Double mAPE)

The Mean Absolute Percentage Error (MAPE)

Parameters:

mAPE - The Mean Absolute Percentage Error (MAPE)

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 ErrorMetric 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.