Class

org.clustering4ever.clustering.indices

MultiExternalIndicesLocal

Related Doc: package indices

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final case class MultiExternalIndicesLocal(targetAndPred: GenSeq[(Int, Int)]) extends MultiClassesContingencyTableLocal with BinaryAndMultiExternalIndicesLocalAncestor with Product with Serializable

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Inherited
  1. MultiExternalIndicesLocal
  2. Product
  3. Equals
  4. BinaryAndMultiExternalIndicesLocalAncestor
  5. IndicesDoc
  6. MultiClassesContingencyTableLocal
  7. ARANDLocal
  8. ExternalIndicesLocalDataAncestor
  9. ARANDCommons
  10. ContingencyMatricesIndices
  11. ContingencyMatricesBasicsIndices
  12. MultiClassesContingencyTable
  13. TPTNFPFNAncestor
  14. ContingencyTableLocalCommons
  15. Serializable
  16. Serializable
  17. AnyRef
  18. Any
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Instance Constructors

  1. new MultiExternalIndicesLocal(targetAndPred: GenSeq[(Int, Int)])

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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. final lazy val accuracy: Double

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  5. final lazy val arand: Double

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    Definition Classes
    ARANDCommons
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate() @throws( ... )
  8. final val columnSum: Double

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    Attributes
    protected
    Definition Classes
    ARANDCommons
  9. final lazy val contingencyTable: Array[Array[Long]]

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  10. final lazy val czekanowskiDice: Double

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    Definition Classes
    ContingencyMatricesIndices
  11. final lazy val ep: Double

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    Entropy for predict data

    Entropy for predict data

    Definition Classes
    BinaryAndMultiExternalIndicesLocalAncestorIndicesDoc
  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  13. final lazy val et: Double

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    Entropy for target data

    Entropy for target data

    Definition Classes
    BinaryAndMultiExternalIndicesLocalAncestorIndicesDoc
  14. val expectedIndex: Double

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    Attributes
    protected
    Definition Classes
    ARANDLocalARANDCommons
  15. final lazy val f1: Double

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    F1 score

    F1 score

    Definition Classes
    ContingencyMatricesBasicsIndices
  16. final lazy val fBeta: (Double) ⇒ Double

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    Fβ score

    Fβ score

    Definition Classes
    ContingencyMatricesBasicsIndices
  17. final lazy val fn: Long

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    Total False Negative

    Total False Negative

    Definition Classes
    MultiClassesContingencyTableTPTNFPFNAncestor
  18. final lazy val folkesMallows: Double

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    Definition Classes
    ContingencyMatricesIndices
  19. final lazy val fp: Long

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    Total False Positive

    Total False Positive

    Definition Classes
    MultiClassesContingencyTableTPTNFPFNAncestor
  20. final def fusionContingencyTables(contingencyTable1: Array[Array[Long]], contingencyTable2: Array[Array[Long]]): Array[Array[Long]]

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

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()
  22. final val index: Double

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    TODO

    TODO

    Attributes
    protected
    Definition Classes
    ARANDCommons
  23. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  24. final lazy val jaccard: Double

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    Definition Classes
    ContingencyMatricesIndices
  25. final lazy val kulcztnski: Double

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    Definition Classes
    ContingencyMatricesIndices
  26. final val maxIndex: Double

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    Attributes
    protected
    Definition Classes
    ARANDCommons
  27. final lazy val mcNemar: Double

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    Definition Classes
    ContingencyMatricesIndices
  28. final lazy val mcc: Double

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    Matthews correlation coefficient

    Matthews correlation coefficient

    Definition Classes
    ContingencyMatricesIndices
  29. final lazy val mutualInformation: Double

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    Mutual Information Internal

    Mutual Information Internal

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

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    Definition Classes
    AnyRef
  31. final lazy val nmi: (Normalization) ⇒ Double

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    Compute the normalize mutual entropy It is advise to cache targetAndPred before passing it to this method.

    Compute the normalize mutual entropy It is advise to cache targetAndPred before passing it to this method.

    returns

    Normalize Mutual Information

    Definition Classes
    BinaryAndMultiExternalIndicesLocalAncestorIndicesDoc
  32. final lazy val nmiMAX: Double

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    mutualInformation / max(et, ep)

    mutualInformation / max(et, ep)

    Definition Classes
    BinaryAndMultiExternalIndicesLocalAncestorIndicesDoc
  33. final lazy val nmiSQRT: Double

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    mutualInformation / sqrt(et * ep)

    mutualInformation / sqrt(et * ep)

    Definition Classes
    BinaryAndMultiExternalIndicesLocalAncestorIndicesDoc
  34. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()
  35. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()
  36. final lazy val precision: Double

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  37. final lazy val predClassesNumber: Int

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  38. final lazy val purity: Double

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  39. final def putInContingencyTable(contingencyTable: Array[Array[Long]], targetAndPred: (Int, Int)): Array[Array[Long]]

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  40. final lazy val rand: Double

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    Definition Classes
    ContingencyMatricesIndices
  41. final lazy val recall: Double

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  42. final lazy val rogersTanimoto: Double

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    Definition Classes
    ContingencyMatricesIndices
  43. final val rowSum: Double

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    Attributes
    protected
    Definition Classes
    ARANDCommons
  44. final lazy val russelRao: Double

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    Definition Classes
    ContingencyMatricesIndices
  45. final lazy val sokalSneath1: Double

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    Definition Classes
    ContingencyMatricesIndices
  46. final lazy val sokalSneath2: Double

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    Definition Classes
    ContingencyMatricesIndices
  47. lazy val sumOfChoose2ContingencyTable: Long

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  48. final lazy val sumPredColumnsCM: IndexedSeq[Long]

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    Definition Classes
    MultiClassesContingencyTable
  49. final lazy val sumTargetRowCM: IndexedSeq[Long]

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    Definition Classes
    MultiClassesContingencyTable
  50. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  51. final val targetAndPred: GenSeq[(Int, Int)]

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    Collection of (Target, Prediction)

    Collection of (Target, Prediction)

    Definition Classes
    MultiExternalIndicesLocalExternalIndicesLocalDataAncestor
  52. final lazy val targetClassesNumber: Int

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  53. final lazy val tn: Long

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    Total True Negative

    Total True Negative

    Definition Classes
    MultiClassesContingencyTableTPTNFPFNAncestor
  54. final lazy val tp: Long

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    Total True Positive

    Total True Positive

    Definition Classes
    MultiClassesContingencyTableTPTNFPFNAncestor
  55. final lazy val tpfptnfnSum: Double

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  57. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  58. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit

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

    (Since version ) see corresponding Javadoc for more information.

Inherited from Product

Inherited from Equals

Inherited from IndicesDoc

Inherited from ARANDLocal

Inherited from ARANDCommons

Inherited from TPTNFPFNAncestor

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped