Class

org.clustering4ever.scala.clustering.kcenters

KCentersModel

Related Doc: package kcenters

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class KCentersModel[ID, O, V, Cz <: Clusterizable[ID, O, V, Cz], D <: Distance[V]] extends CenterOrientedModel[V, D]

Linear Supertypes
CenterOrientedModel[V, D], ClusteringModel, ClusteringCommons, Serializable, Serializable, AnyRef, Any
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Inherited
  1. KCentersModel
  2. CenterOrientedModel
  3. ClusteringModel
  4. ClusteringCommons
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
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Visibility
  1. Public
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Instance Constructors

  1. new KCentersModel(centers: HashMap[Int, V], metric: D, workingVector: Int)(implicit arg0: Numeric[ID])

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Type Members

  1. type ClusterID = Int

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    Definition Classes
    ClusteringCommons

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 centerPredict(data: GenSeq[Cz])(implicit i: DummyImplicit): GenSeq[Cz]

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    Time complexity O(ndata.c) with c the number of clusters

    Time complexity O(ndata.c) with c the number of clusters

    returns

    the input Seq with labels obtain via centerPredict method

  6. def centerPredict(data: GenSeq[V]): GenSeq[(ClusterID, V)]

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    Definition Classes
    CenterOrientedModel

  7. def centerPredict(v: V): ClusterID

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    Definition Classes
    CenterOrientedModel

  8. val centers: HashMap[Int, V]

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    Definition Classes
    KCentersModel → CenterOrientedModel

  9. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  12. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  14. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  15. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  16. def knnPredict(data: GenSeq[Cz], k: Int, trainDS: Seq[(ClusterID, V)]): GenSeq[Cz]

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    Time complexity O(ndata.ntrainDS)

    Time complexity O(ndata.ntrainDS)

    returns

    the input Seq with labels obtain via knnPredict method

  17. def knnPredict(data: GenSeq[Cz], k: Int, trainDS: Seq[Cz], clusteringNumber: Int = 0)(implicit i: DummyImplicit): GenSeq[Cz]

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    Time complexity O(ndata.ntrainDS)

    Time complexity O(ndata.ntrainDS)

    returns

    the input Seq with labels obtain via knnPredict method

  18. def knnPredict(data: GenSeq[V], k: Int, trainDS: Seq[(ClusterID, V)]): GenSeq[(ClusterID, V)]

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    Definition Classes
    CenterOrientedModel

  19. def knnPredict(v: V, k: Int, trainDS: Seq[(ClusterID, V)]): ClusterID

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    Definition Classes
    CenterOrientedModel

  20. val metric: D

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    Definition Classes
    KCentersModel → CenterOrientedModel

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

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  25. def toString(): String

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    Definition Classes
    AnyRef → Any

  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  29. var workingVector: Int

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Inherited from CenterOrientedModel[V, D]

Inherited from ClusteringModel

Inherited from ClusteringCommons

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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