Trait

org.clustering4ever.clustering.epsilonproximity.scala

EpsilonProximityAncestor

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trait EpsilonProximityAncestor[V <: GVector[V], D <: Distance[V], Model <: EpsilonProximityModelAncestor[V, D]] extends ClusteringAlgorithmLocal[V, Model]

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ClusteringAlgorithmLocal[V, Model], ClusteringAlgorithm, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
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  1. EpsilonProximityAncestor
  2. ClusteringAlgorithmLocal
  3. ClusteringAlgorithm
  4. ClusteringSharedTypes
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
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Type Members

  1. type ClusterID = Int

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    Definition Classes
    ClusteringSharedTypes

Abstract Value Members

  1. abstract val algorithmID: ClusteringAlgorithmNature

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    Definition Classes
    ClusteringAlgorithm
  2. abstract 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

  3. abstract val metric: D

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    Metric used in this algorithm

  4. abstract def run[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): Model

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    Definition Classes
    ClusteringAlgorithmLocal

Concrete 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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  5. def castModel(model: ClusteringModelLocal[V]): Option[Model]

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    Definition Classes
    ClusteringAlgorithmLocal
  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. def finalize(): Unit

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    Attributes
    protected[java.lang]
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    AnyRef
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    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]

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  11. def hashCode(): Int

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

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    Definition Classes
    Any
  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 preModel[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): (ArrayBuffer[(Long, (V, Int))], Double)

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    Attributes
    protected
  17. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  18. def toString(): String

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    Definition Classes
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  19. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ClusteringAlgorithmLocal[V, Model]

Inherited from ClusteringAlgorithm

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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