Trait

org.clustering4ever.clustering.kcenters.scala

KCentersModelCommons

Related Doc: package scala

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trait KCentersModelCommons[V <: GVector[V], D <: Distance[V]] extends CenterModel[V, D] with KCommonsArgs[V, D]

D

Trait regrouping commons elements between KCenters models descendant as well for scala than spark

Linear Supertypes
KCommonsArgs[V, D], MetricArgs[V, D], KArgs, MaxIterationsArgs, MinShiftArgs, AlgorithmsArguments, CenterModel[V, D], MetricModel[V, D], ClusteringModel, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
Known Subclasses
KCentersModel, KCentersModelAncestor, KMeansModel, KModesModel, KPrototypesModels
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Inherited
  1. KCentersModelCommons
  2. KCommonsArgs
  3. MetricArgs
  4. KArgs
  5. MaxIterationsArgs
  6. MinShiftArgs
  7. AlgorithmsArguments
  8. CenterModel
  9. MetricModel
  10. ClusteringModel
  11. ClusteringSharedTypes
  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
    ClusteringModel

  2. abstract val centers: HashMap[ClusterID, V]

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    Definition Classes
    CenterModel

  3. abstract val k: Int

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    The number of initial seeked clusters, the real number of cluster can be smaller, cf centers.size

    The number of initial seeked clusters, the real number of cluster can be smaller, cf centers.size

    Definition Classes
    KCentersModelCommons → KCommonsArgs → KArgs

  4. abstract val maxIterations: Int

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    The maximum number of authorized iterations

    The maximum number of authorized iterations

    Definition Classes
    KCentersModelCommons → MaxIterationsArgs

  5. abstract val metric: D

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    Definition Classes
    MetricArgs

  6. abstract val minShift: Double

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    The stopping threshold for iterations

    The stopping threshold for iterations

    Definition Classes
    KCentersModelCommons → 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 centerPredict(v: V): ClusterID

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    Definition Classes
    CenterModel

  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 KCommonsArgs[V, D]

Inherited from MetricArgs[V, D]

Inherited from KArgs

Inherited from MaxIterationsArgs

Inherited from MinShiftArgs

Inherited from AlgorithmsArguments

Inherited from CenterModel[V, D]

Inherited from MetricModel[V, D]

Inherited from ClusteringModel

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped