Class/Object

org.clustering4ever.scala.clustering.rla

RLA

Related Docs: object RLA | package rla

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class RLA[O, D <: Distance[O]] extends LocalClusteringAlgorithm[GenSeq[O]]

The random Local Area clustering algorithm introduce at https://ieeexplore.ieee.org/document/7727595

Linear Supertypes
LocalClusteringAlgorithm[GenSeq[O]], ClusteringAlgorithmExt[GenSeq[O]], ClusteringAlgorithm, ClusteringCommons, Serializable, Serializable, AnyRef, Any
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Inherited
  1. RLA
  2. LocalClusteringAlgorithm
  3. ClusteringAlgorithmExt
  4. ClusteringAlgorithm
  5. ClusteringCommons
  6. Serializable
  7. Serializable
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new RLA(epsilon: Double, metric: D)

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    epsilon

    : distance from random selected point under which we consider dots belongs to the same cluster

    metric

    : a dissimilarity measure associated to O

Type Members

  1. type ClusterID = Int

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    Definition Classes
    ClusteringCommons

  2. type ClusteringModelType = RLAModel[O, D]

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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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  13. final def notify(): Unit

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    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  15. def run(data: GenSeq[O])(workingVector: Int = 0): RLAModel[O, D]

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    Run the Random Local Clustering

    Run the Random Local Clustering

    Definition Classes
    RLA → ClusteringAlgorithmExt

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

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    Definition Classes
    AnyRef

  17. def toString(): String

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    Definition Classes
    AnyRef → Any

  18. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from LocalClusteringAlgorithm[GenSeq[O]]

Inherited from ClusteringAlgorithmExt[GenSeq[O]]

Inherited from ClusteringAlgorithm

Inherited from ClusteringCommons

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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