Trait

org.clustering4ever.clustering.kcenters.scala

KCentersModelCommons

Related Doc: package scala

Permalink

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

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

Linear Supertypes
CenterModel[V, D], MetricModel[V, D], ClusteringModel, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
Known Subclasses
KCentersModel, KCentersModelAncestor, KMeansModel, KModesModel, KPrototypesModels
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. KCentersModelCommons
  2. CenterModel
  3. MetricModel
  4. ClusteringModel
  5. ClusteringSharedTypes
  6. Serializable
  7. Serializable
  8. AnyRef
  9. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. final type ClusterID = Int

    Permalink
    Definition Classes
    ClusteringSharedTypes

Abstract Value Members

  1. abstract val algorithmID: ClusteringAlgorithmNature

    Permalink
    Definition Classes
    ClusteringModel

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

    Permalink
    Definition Classes
    CenterModel

  3. abstract val epsilon: Double

    Permalink

    The stopping threshold for iterations

  4. abstract val k: Int

    Permalink

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

  5. abstract val maxIterations: Int

    Permalink

    The maximum number of authorized iterations

  6. abstract val metric: D

    Permalink
    Definition Classes
    MetricModel

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. final def centerPredict(v: V): ClusterID

    Permalink
    Definition Classes
    CenterModel

  6. def clone(): AnyRef

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

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

    Permalink
    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  17. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  18. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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