Class

org.clustering4ever.clusteringanalysis

RealClustersAnalysis

Related Doc: package clusteringanalysis

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case class RealClustersAnalysis[O, 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]], vectorization: Vecto[O, ScalarVector], clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector] = ...) extends ClustersAnalysisLocal[O, ScalarVector, Cz, Vecto[O, ScalarVector], GS] with Product with Serializable

Specific class for real vector datasets

Linear Supertypes
Product, Equals, ClustersAnalysisLocal[O, ScalarVector, Cz, Vecto[O, ScalarVector], GS], ClustersAnalysis[O, ScalarVector, Cz, GS], DataExplorator[O, ScalarVector, Cz, GS], CollectionNature[GS], ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
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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
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Visibility
  1. Public
  2. All

Instance Constructors

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

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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 allClusteringNumbers: Seq[Int]

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    Attributes
    protected
    Definition Classes
    ClustersAnalysisLocal

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

  7. def cardinalitiesForEveryClusteringNumber: Unit

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    Definition Classes
    ClustersAnalysisLocal

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

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    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

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

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    Definition Classes
    ClustersAnalysisLocal

  10. def clone(): AnyRef

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

  11. val clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector]

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    Definition Classes
    RealClustersAnalysis → ClustersAnalysis

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

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    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

  13. def clustersProportionsForEveryClusteringNumber: Unit

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    Definition Classes
    ClustersAnalysisLocal

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

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    Definition Classes
    RealClustersAnalysis → DataExplorator

  15. val datasetSize: Long

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    Definition Classes
    ClustersAnalysisLocal → ClustersAnalysis

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

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

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

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    Definition Classes
    ClustersAnalysisLocal

  19. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    ClustersAnalysisLocal

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

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

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

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    returns

    cluster's means

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

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    Definition Classes
    AnyRef

  26. val vectorization: Vecto[O, ScalarVector]

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    Definition Classes
    RealClustersAnalysis → ClustersAnalysisLocal

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  29. 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 ClustersAnalysisLocal[O, ScalarVector, Cz, Vecto[O, ScalarVector], GS]

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

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

Inherited from CollectionNature[GS]

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped