Class

org.clustering4ever.clusteringanalysis

RealClustersAnalysis

Related Doc: package clusteringanalysis

Permalink

case class RealClustersAnalysis[O, V <: Seq[Double], Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], Vecto[A, B <: GVector[B]] <: VectorizationGenLocal[A, B, Vecto[A, B]], GS[X] <: GenSeq[X]](data: GS[Cz[O, ScalarVector[V]]], vectorization: Vecto[O, ScalarVector[V]], clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector[V]] = ...) extends ClustersAnalysisLocal[O, ScalarVector[V], Cz, Vecto[O, ScalarVector[V]], GS] with Product with Serializable

Specific class for real vector datasets

Linear Supertypes
Product, Equals, ClustersAnalysisLocal[O, ScalarVector[V], Cz, Vecto[O, ScalarVector[V]], GS], ClustersAnalysis[O, ScalarVector[V], Cz, GS], DataExplorator[O, ScalarVector[V], Cz, GS], CollectionNature[GS], ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. RealClustersAnalysis
  2. Product
  3. Equals
  4. ClustersAnalysisLocal
  5. ClustersAnalysis
  6. DataExplorator
  7. CollectionNature
  8. ClusteringSharedTypes
  9. Serializable
  10. Serializable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RealClustersAnalysis(data: GS[Cz[O, ScalarVector[V]]], vectorization: Vecto[O, ScalarVector[V]], clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector[V]] = ...)

    Permalink

Type Members

  1. final type ClusterID = Int

    Permalink
    Definition Classes
    ClusteringSharedTypes

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. val allClusteringNumbers: Seq[Int]

    Permalink

    Attributes
    protected
    Definition Classes
    ClustersAnalysisLocal

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. def cardinalities(clusteringNumber: ClusteringNumber): Map[Int, Long]

    Permalink
    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

  7. def cardinalitiesForEveryClusteringNumber: Unit

    Permalink

    Definition Classes
    ClustersAnalysisLocal

  8. def centroids[D <: Distance[ScalarVector[V]]](metric: D, clusteringNumber: ClusteringNumber): Map[ClusterID, ScalarVector[V]]

    Permalink
    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

  9. def centroidsForEveryClusteringNumber[D <: Distance[ScalarVector[V]]](metric: D): Unit

    Permalink

    Definition Classes
    ClustersAnalysisLocal

  10. def clone(): AnyRef

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

  11. val clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector[V]]

    Permalink
    Definition Classes
    RealClustersAnalysis → ClustersAnalysis

  12. def clustersProportions(clusteringNumber: ClusteringNumber): Map[Int, Double]

    Permalink
    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

  13. def clustersProportionsForEveryClusteringNumber: Unit

    Permalink

    Definition Classes
    ClustersAnalysisLocal

  14. val data: GS[Cz[O, ScalarVector[V]]]

    Permalink
    Definition Classes
    RealClustersAnalysis → DataExplorator

  15. val datasetSize: Long

    Permalink

    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

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

    Permalink
    Definition Classes
    AnyRef

  17. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  19. def groupedByClusterID(clusteringNumber: ClusteringNumber): GenMap[Int, GenSeq[Cz[O, ScalarVector[V]]]]

    Permalink

    Definition Classes
    ClustersAnalysisLocal

  20. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  21. var lastGroupedByClusterID: Option[(Int, GenMap[Int, GenSeq[Cz[O, ScalarVector[V]]]])]

    Permalink

    Definition Classes
    ClustersAnalysisLocal

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

    Permalink
    Definition Classes
    AnyRef

  23. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  25. def obtainCentroidsMeans(clusteringNumber: ClusteringNumber): Map[ClusterID, ScalarVector[V]]

    Permalink

    returns

    cluster's means

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

    Permalink
    Definition Classes
    AnyRef

  27. val vectorization: Vecto[O, ScalarVector[V]]

    Permalink

    Definition Classes
    RealClustersAnalysis → ClustersAnalysisLocal

  28. final def wait(): Unit

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

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

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

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

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

Inherited from Product

Inherited from Equals

Inherited from ClustersAnalysisLocal[O, ScalarVector[V], Cz, Vecto[O, ScalarVector[V]], GS]

Inherited from ClustersAnalysis[O, ScalarVector[V], Cz, GS]

Inherited from DataExplorator[O, ScalarVector[V], Cz, GS]

Inherited from CollectionNature[GS]

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped