Class

clustering4ever.scala.clustering.kprotoypes

KPrototypesModel

Related Doc: package kprotoypes

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final class KPrototypesModel[ID, Vb <: Seq[Int], Vs <: Seq[Double], O, V <: BinaryScalarVector[Vb, Vs], Cz <: MixtClusterizable[ID, O, Vb, Vs, V, Cz], D <: MixtDistance[Vb, Vs, V]] extends KCommonsModel[ID, V, D, Cz]

Linear Supertypes
KCommonsModel[ID, V, D, Cz], CommonPredictClusteringModel[V, D], ClusteringModel, Serializable, Serializable, ClusteringCommons, AnyRef, Any
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Inherited
  1. KPrototypesModel
  2. KCommonsModel
  3. CommonPredictClusteringModel
  4. ClusteringModel
  5. Serializable
  6. Serializable
  7. ClusteringCommons
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new KPrototypesModel(centers: HashMap[Int, V], metric: D)(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

    Definition Classes
    KCommonsModel

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

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    Definition Classes
    CommonPredictClusteringModel

  7. def centerPredict(v: V): ClusterID

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    Definition Classes
    CommonPredictClusteringModel

  8. val centers: HashMap[Int, V]

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    Definition Classes
    KCommonsModel → CommonPredictClusteringModel

  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[Cz]): 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

    Definition Classes
    KCommonsModel

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

    Definition Classes
    KCommonsModel

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

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    Definition Classes
    CommonPredictClusteringModel

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

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    Definition Classes
    CommonPredictClusteringModel

  20. val metric: D

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    Definition Classes
    KCommonsModel → CommonPredictClusteringModel

  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( ... )

Inherited from KCommonsModel[ID, V, D, Cz]

Inherited from CommonPredictClusteringModel[V, D]

Inherited from ClusteringModel

Inherited from Serializable

Inherited from Serializable

Inherited from ClusteringCommons

Inherited from AnyRef

Inherited from Any

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