Class

org.clustering4ever.clustering.optics

OpticsModel

Related Doc: package optics

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final case class OpticsModel[V <: GVector[V], D[X <: GVector[X]] <: Distance[X]](metric: D[V], order: List[(Long, Option[Double])]) extends OpticsModelAncestor[V, D[V]] with Product with Serializable

Linear Supertypes
Product, Equals, OpticsModelAncestor[V, D[V]], OpticsAlgoModelAncestor[V, D[V]], MetricModel[V, D[V]], ClusteringModelLocal[V], ClusteringModel, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
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Inherited
  1. OpticsModel
  2. Product
  3. Equals
  4. OpticsModelAncestor
  5. OpticsAlgoModelAncestor
  6. MetricModel
  7. ClusteringModelLocal
  8. ClusteringModel
  9. ClusteringSharedTypes
  10. Serializable
  11. Serializable
  12. AnyRef
  13. Any
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Visibility
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Instance Constructors

  1. new OpticsModel(metric: D[V], order: List[(Long, Option[Double])])

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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 algorithmID: extensibleAlgorithmNature.Optics.type

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    Definition Classes
    OpticsModel → ClusteringModel

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. val clusters: LongMap[Int]

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    Definition Classes
    OpticsModelAncestor

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

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  10. final def getClusters(order: List[(Long, Option[Double])], acc: LongMap[Int], cluster: Int): LongMap[Int]

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    Get clusters from order

    Get clusters from order

    order

    Uncorvered points

    acc

    Covered points

    cluster

    Current cluster ID

    returns

    Map with id as key and cluster as value

    Attributes
    protected
    Definition Classes
    OpticsAlgoModelAncestor
    Annotations
    @tailrec()

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  12. val metric: D[V]

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    Definition Classes
    OpticsModel → MetricModel

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

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  15. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  16. final def obtainClustering[O, Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): GS[Cz[O, V]]

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    Attributes
    protected[org.clustering4ever.clustering]
    Definition Classes
    OpticsModelAncestor → ClusteringModelLocal

  17. final def obtainClusteringIDs[O, Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): GS[ClusterID]

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    Attributes
    protected[org.clustering4ever.clustering]
    Definition Classes
    ClusteringModelLocal

  18. final def obtainInputDataClustering[O, Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, V]]): GS[Cz[O, V]]

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    This method work only with input dataset which generate this model, please use others method for new set of points

    This method work only with input dataset which generate this model, please use others method for new set of points

    returns

    the clusterized dataset

    Definition Classes
    OpticsModelAncestor

  19. val order: List[(Long, Option[Double])]

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    Definition Classes
    OpticsModel → OpticsModelAncestor

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

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. 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 OpticsModelAncestor[V, D[V]]

Inherited from OpticsAlgoModelAncestor[V, D[V]]

Inherited from MetricModel[V, D[V]]

Inherited from ClusteringModelLocal[V]

Inherited from ClusteringModel

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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