breeze.stats

RandomizationTest

class RandomizationTest[L] extends (Seq[L], Seq[L]) ⇒ Double

Implements statistical significance testing for the output of two systems by randomization. This system assumes they're on the same dataset, which changes the procedure. Follows Teh, 2000 More accurate tests for the statistical significance of result differences.

Labels must have .equals.

Linear Supertypes
(Seq[L], Seq[L]) ⇒ Double, AnyRef, Any
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  1. RandomizationTest
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Visibility
  1. Public
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Instance Constructors

  1. new RandomizationTest(errorMeasure: (Seq[L]) ⇒ Double)

  2. new RandomizationTest(numSamples: Int, errorMeasure: (Seq[L]) ⇒ Double)

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. def apply(labeling1: Seq[L], labeling2: Seq[L]): Double

    Definition Classes
    RandomizationTest → Function2

  5. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. def curried: (Seq[L]) ⇒ (Seq[L]) ⇒ Double

    Definition Classes
    Function2
    Annotations
    @unspecialized()

  8. def diff(l1: Seq[L], l2: Seq[L]): Double

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. val errorMeasure: (Seq[L]) ⇒ Double

  12. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  14. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  19. val numSamples: Int

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

    Definition Classes
    AnyRef

  21. def toString(): String

    Definition Classes
    Function2 → AnyRef → Any

  22. def tupled: ((Seq[L], Seq[L])) ⇒ Double

    Definition Classes
    Function2
    Annotations
    @unspecialized()

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from (Seq[L], Seq[L]) ⇒ Double

Inherited from AnyRef

Inherited from Any

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