Class ErrorMetric
java.lang.Object
software.amazon.awssdk.services.forecast.model.ErrorMetric
- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<ErrorMetric.Builder,
ErrorMetric>
@Generated("software.amazon.awssdk:codegen")
public final class ErrorMetric
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<ErrorMetric.Builder,ErrorMetric>
Provides detailed error metrics to evaluate the performance of a predictor. This object is part of the Metrics object.
- See Also:
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionstatic ErrorMetric.Builder
builder()
final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final String
The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) final int
hashCode()
final Double
mape()
The Mean Absolute Percentage Error (MAPE)final Double
mase()
The Mean Absolute Scaled Error (MASE)final Double
rmse()
The root-mean-square error (RMSE).static Class
<? extends ErrorMetric.Builder> Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.final Double
wape()
The weighted absolute percentage error (WAPE).Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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forecastType
The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
- Returns:
- The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
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wape
The weighted absolute percentage error (WAPE).
- Returns:
- The weighted absolute percentage error (WAPE).
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rmse
The root-mean-square error (RMSE).
- Returns:
- The root-mean-square error (RMSE).
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mase
The Mean Absolute Scaled Error (MASE)
- Returns:
- The Mean Absolute Scaled Error (MASE)
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mape
The Mean Absolute Percentage Error (MAPE)
- Returns:
- The Mean Absolute Percentage Error (MAPE)
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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 interfaceToCopyableBuilder<ErrorMetric.Builder,
ErrorMetric> - Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode() -
equals
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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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. -
getValueForField
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sdkFields
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