Class

org.clustering4ever.clustering.kcenters.scala

KCenters

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final case class KCenters[V <: GVector[V], D[X <: GVector[X]] <: Distance[X]](k: Int, metric: D[V], minShift: Double, maxIterations: Int, customCenters: HashMap[Int, V] = immutable.HashMap.empty[Int, V]) extends KCentersAncestor[V, D[V], KCentersModel[V, D]] with Product with Serializable

Linear Supertypes
Product, Equals, KCentersAncestor[V, D[V], KCentersModel[V, D]], ClusteringAlgorithmLocal[V, KCentersModel[V, D]], ClusteringAlgorithm, KCommons[V, D[V]], ClusteringSharedTypes, KCommonsArgs[V, D[V]], MetricArgs[V, D[V]], KArgs, MaxIterationsArgs, MinShiftArgs, AlgorithmsArguments, Serializable, Serializable, AnyRef, Any
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Inherited
  1. KCenters
  2. Product
  3. Equals
  4. KCentersAncestor
  5. ClusteringAlgorithmLocal
  6. ClusteringAlgorithm
  7. KCommons
  8. ClusteringSharedTypes
  9. KCommonsArgs
  10. MetricArgs
  11. KArgs
  12. MaxIterationsArgs
  13. MinShiftArgs
  14. AlgorithmsArguments
  15. Serializable
  16. Serializable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new KCenters(k: Int, metric: D[V], minShift: Double, maxIterations: Int, customCenters: HashMap[Int, V] = immutable.HashMap.empty[Int, V])

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Type Members

  1. final 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. val algorithmID: extensibleAlgorithmNature.KCenters.type

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    Definition Classes
    KCenters → ClusteringAlgorithm

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def castModel(model: ClusteringModelLocal[V]): Option[KCentersModel[V, D]]

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    Definition Classes
    ClusteringAlgorithmLocal

  7. def clone(): AnyRef

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

  8. val customCenters: HashMap[Int, V]

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    A custom centers initialiazation indexed from 0 until k - 1, empty HashMap by default which result usage of K++ initialization

    A custom centers initialiazation indexed from 0 until k - 1, empty HashMap by default which result usage of K++ initialization

    Definition Classes
    KCenters → KCommons

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

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    Definition Classes
    AnyRef

  10. def fit[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): KCentersModel[V, D]

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    Definition Classes
    KCenters → ClusteringAlgorithmLocal

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

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  13. val k: Int

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    The number of cluster seeked

    The number of cluster seeked

    Definition Classes
    KCenters → KCommonsArgs → KArgs

  14. val maxIterations: Int

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    Definition Classes
    KCenters → MaxIterationsArgs

  15. val metric: D[V]

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    Definition Classes
    KCenters → MetricArgs

  16. val minShift: Double

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    The minimal shift under which centers are considered stationary

    The minimal shift under which centers are considered stationary

    Definition Classes
    KCenters → KCommonsArgs → MinShiftArgs

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

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    Definition Classes
    AnyRef

  18. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  19. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

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

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    Definition Classes
    AnyRef

  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( ... )

  23. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit

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

    (Since version ) see corresponding Javadoc for more information.

Inherited from Product

Inherited from Equals

Inherited from KCentersAncestor[V, D[V], KCentersModel[V, D]]

Inherited from ClusteringAlgorithmLocal[V, KCentersModel[V, D]]

Inherited from ClusteringAlgorithm

Inherited from KCommons[V, D[V]]

Inherited from ClusteringSharedTypes

Inherited from KCommonsArgs[V, D[V]]

Inherited from MetricArgs[V, D[V]]

Inherited from KArgs

Inherited from MaxIterationsArgs

Inherited from MinShiftArgs

Inherited from AlgorithmsArguments

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped