Class EvaluationParameters

java.lang.Object
software.amazon.awssdk.services.forecast.model.EvaluationParameters
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<EvaluationParameters.Builder,EvaluationParameters>
@Generated("software.amazon.awssdk:codegen") public final class EvaluationParameters extends Object implements SdkPojo, Serializable, ToCopyableBuilder<EvaluationParameters.Builder,EvaluationParameters>

Parameters that define how to split a dataset into training data and testing data, and the number of iterations to perform. These parameters are specified in the predefined algorithms but you can override them in the CreatePredictor request.

See Also:

  • Method Details

    • numberOfBacktestWindows

      public final Integer numberOfBacktestWindows()

      The number of times to split the input data. The default is 1. Valid values are 1 through 5.

      Returns:
      The number of times to split the input data. The default is 1. Valid values are 1 through 5.

    • backTestWindowOffset

      public final Integer backTestWindowOffset()

      The point from the end of the dataset where you want to split the data for model training and testing (evaluation). Specify the value as the number of data points. The default is the value of the forecast horizon. BackTestWindowOffset can be used to mimic a past virtual forecast start date. This value must be greater than or equal to the forecast horizon and less than half of the TARGET_TIME_SERIES dataset length.

      ForecastHorizon <= BackTestWindowOffset < 1/2 * TARGET_TIME_SERIES dataset length

      Returns:
      The point from the end of the dataset where you want to split the data for model training and testing (evaluation). Specify the value as the number of data points. The default is the value of the forecast horizon. BackTestWindowOffset can be used to mimic a past virtual forecast start date. This value must be greater than or equal to the forecast horizon and less than half of the TARGET_TIME_SERIES dataset length.

      ForecastHorizon <= BackTestWindowOffset < 1/2 * TARGET_TIME_SERIES dataset length

    • toBuilder

      public EvaluationParameters.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<EvaluationParameters.Builder,EvaluationParameters>
      Returns:
      a builder for type T

    • builder

      public static EvaluationParameters.Builder builder()

    • serializableBuilderClass

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

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      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 an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final 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

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.