Class

org.clustering4ever.clustering.epsilonproximity.scala

EpsilonProximityMixt

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final case class EpsilonProximityMixt[Vb <: Seq[Int], Vs <: Seq[Double], D[X <: Seq[Int], Y <: Seq[Double]] <: MixedDistance[X, Y]](epsilonChoice: String, metric: D[Vb, Vs]) extends EpsilonProximityAncestor[MixedVector[Vb, Vs], D[Vb, Vs], EpsilonProximityModelMixt[Vb, Vs, D]] with Product with Serializable

Linear Supertypes
Product, Equals, EpsilonProximityAncestor[MixedVector[Vb, Vs], D[Vb, Vs], EpsilonProximityModelMixt[Vb, Vs, D]], ClusteringAlgorithmLocal[MixedVector[Vb, Vs], EpsilonProximityModelMixt[Vb, Vs, D]], ClusteringAlgorithm, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
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Inherited
  1. EpsilonProximityMixt
  2. Product
  3. Equals
  4. EpsilonProximityAncestor
  5. ClusteringAlgorithmLocal
  6. ClusteringAlgorithm
  7. ClusteringSharedTypes
  8. Serializable
  9. Serializable
  10. AnyRef
  11. Any
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Visibility
  1. Public
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Instance Constructors

  1. new EpsilonProximityMixt(epsilonChoice: String, metric: D[Vb, Vs])

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Type Members

  1. type ClusterID = Int

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    Definition Classes
    ClusteringSharedTypes

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 val algorithmID: extensibleAlgorithmNature.EpsilonProximityMixt.type

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    Definition Classes
    EpsilonProximityMixt → ClusteringAlgorithm
  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. def castModel(model: ClusteringModelLocal[MixedVector[Vb, Vs]]): Option[EpsilonProximityModelMixt[Vb, Vs, D]]

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    Definition Classes
    ClusteringAlgorithmLocal
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final val epsilonChoice: String

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    Desired value of epsilon

    Desired value of epsilon

    Two option for epsilon choice * eps:value with value a numeric value ie eps:8.8, eps:1 which run the algorithm with the defined epsilon * knn:intValue ie knn:20 which will define epsilon as the mean of the 20 nearest neighbors of every points

    Definition Classes
    EpsilonProximityMixtEpsilonProximityAncestor
  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
    AnyRef → Any
  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  13. final val metric: D[Vb, Vs]

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    Metric used in this algorithm

    Metric used in this algorithm

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

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    Definition Classes
    AnyRef
  15. final def notify(): Unit

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    Definition Classes
    AnyRef
  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  17. final def preModel[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, MixedVector[Vb, Vs]]]): (ArrayBuffer[(Long, (MixedVector[Vb, Vs], Int))], Double)

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    Attributes
    protected
    Definition Classes
    EpsilonProximityAncestor
  18. final def run[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, MixedVector[Vb, Vs]]]): EpsilonProximityModelMixt[Vb, Vs, D]

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    Definition Classes
    EpsilonProximityMixt → ClusteringAlgorithmLocal
  19. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  20. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  21. final def wait(arg0: Long, arg1: Int): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Product

Inherited from Equals

Inherited from EpsilonProximityAncestor[MixedVector[Vb, Vs], D[Vb, Vs], EpsilonProximityModelMixt[Vb, Vs, D]]

Inherited from ClusteringAlgorithmLocal[MixedVector[Vb, Vs], EpsilonProximityModelMixt[Vb, Vs, D]]

Inherited from ClusteringAlgorithm

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped