Class

com.salesforce.op.evaluators

ForecastMetrics

Related Doc: package evaluators

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case class ForecastMetrics(SMAPE: Double, SeasonalError: Double, MASE: Double) extends EvaluationMetrics with Product with Serializable

Metrics of Forecasting Problem

SMAPE

Symmetric Mean Absolute Percentage Error

SeasonalError

Seasonal Error

MASE

Mean Absolute Scaled Error

Linear Supertypes
Product, Equals, EvaluationMetrics, JsonLike, Serializable, Serializable, AnyRef, Any
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Inherited
  1. ForecastMetrics
  2. Product
  3. Equals
  4. EvaluationMetrics
  5. JsonLike
  6. Serializable
  7. Serializable
  8. AnyRef
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Visibility
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Instance Constructors

  1. new ForecastMetrics(SMAPE: Double, SeasonalError: Double, MASE: Double)

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    SMAPE

    Symmetric Mean Absolute Percentage Error

    SeasonalError

    Seasonal Error

    MASE

    Mean Absolute Scaled Error

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. val MASE: Double

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    Mean Absolute Scaled Error

  5. val SMAPE: Double

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    Symmetric Mean Absolute Percentage Error

  6. val SeasonalError: Double

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    Seasonal Error

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  10. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. final def getClass(): Class[_]

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    Definition Classes
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  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
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  13. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  16. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  17. def toJson(pretty: Boolean = true): String

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    Write this instance to json string

    Write this instance to json string

    pretty

    should pretty print

    returns

    json string of the instance

    Definition Classes
    JsonLike

  18. def toMap: Map[String, Any]

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    Convert metrics class to a map

    Convert metrics class to a map

    returns

    a map from metric name to metric value

    Definition Classes
    EvaluationMetrics

  19. def toMetadata(skipUnsupported: Boolean = false): Metadata

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    Convert metrics into Metadata for saving

    Convert metrics into Metadata for saving

    skipUnsupported

    skip unsupported values

    returns

    Metadata metadata

    Definition Classes
    EvaluationMetrics
    Exceptions thrown

    RuntimeException in case of unsupported value type

  20. def toString(): String

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    This instance json string

    This instance json string

    returns

    json string of the instance

    Definition Classes
    JsonLike → AnyRef → Any

  21. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

  22. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )

  23. final def wait(arg0: Long): Unit

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Inherited from Product

Inherited from Equals

Inherited from EvaluationMetrics

Inherited from JsonLike

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped