Trait

org.clustering4ever.clustering.kcenters.scala

KCentersAncestor

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trait KCentersAncestor[V <: GVector[V], D <: Distance[V], CM <: KCentersModelAncestor[V, D]] extends KCommons[V, D] with ClusteringAlgorithmLocal[V, CM]

The famous K-Centers using a user-defined dissmilarity measure.

Linear Supertypes
ClusteringAlgorithmLocal[V, CM], ClusteringAlgorithm, KCommons[V, D], ClusteringSharedTypes, KCommonsArgs[V, D], MetricArgs[V, D], KArgs, MaxIterationsArgs, MinShiftArgs, AlgorithmsArguments, Serializable, Serializable, AnyRef, Any
Known Subclasses
KCenters, KMeans, KModes, KPrototypes
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Inherited
  1. KCentersAncestor
  2. ClusteringAlgorithmLocal
  3. ClusteringAlgorithm
  4. KCommons
  5. ClusteringSharedTypes
  6. KCommonsArgs
  7. MetricArgs
  8. KArgs
  9. MaxIterationsArgs
  10. MinShiftArgs
  11. AlgorithmsArguments
  12. Serializable
  13. Serializable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. final 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 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
    KCommons

  3. abstract def fit[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): CM

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    Definition Classes
    ClusteringAlgorithmLocal

  4. abstract val k: Int

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    The number of cluster seeked

    The number of cluster seeked

    Definition Classes
    KCommonsArgs → KArgs

  5. abstract val maxIterations: Int

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    Definition Classes
    MaxIterationsArgs

  6. abstract val metric: D

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    Definition Classes
    MetricArgs

  7. abstract 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
    KCommonsArgs → MinShiftArgs

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. final def castModel(model: ClusteringModelLocal[V]): Option[CM]

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    Definition Classes
    ClusteringAlgorithmLocal

  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate() @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. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  10. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  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
    Annotations
    @HotSpotIntrinsicCandidate()

  14. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

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

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    Definition Classes
    AnyRef

  16. def toString(): String

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  19. 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 ClusteringAlgorithmLocal[V, CM]

Inherited from ClusteringAlgorithm

Inherited from KCommons[V, D]

Inherited from ClusteringSharedTypes

Inherited from KCommonsArgs[V, D]

Inherited from MetricArgs[V, D]

Inherited from KArgs

Inherited from MaxIterationsArgs

Inherited from MinShiftArgs

Inherited from AlgorithmsArguments

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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