com.stripe.brushfire

FrequencyError

trait FrequencyError[L, M, E] extends Error[Map[L, M], Map[L, Double], E]

FrequencyError sets up the most common case when dealing with discrete distributions: - compute and sum errors separately for each component of the actual distribution - provide a zero for when predictions or actuals are missing

Linear Supertypes
Error[Map[L, M], Map[L, Double], E], AnyRef, Any
Known Subclasses
AccuracyError, BinnedBinaryError, BrierScoreError
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  1. FrequencyError
  2. Error
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Abstract Value Members

  1. abstract def error(label: L, count: M, probabilities: Map[L, Double]): E

  2. abstract def monoid: Monoid[E]

Concrete Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def create(actual: Map[L, M], predicted: Map[L, Double]): E

    create an single component of the error value

    create an single component of the error value

    actual

    the actual target distribution from the validation set

    predicted

    the set of predicted distributions from the trees

    Definition Classes
    FrequencyError → Error

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  15. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  18. val semigroup: Monoid[E]

    semigroup to sum up error values

    semigroup to sum up error values

    Definition Classes
    FrequencyError → Error

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

    Definition Classes
    AnyRef

  20. def toString(): String

    Definition Classes
    AnyRef → Any

  21. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
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    @throws( ... )

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

    Definition Classes
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    @throws( ... )

Inherited from Error[Map[L, M], Map[L, Double], E]

Inherited from AnyRef

Inherited from Any

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