Class

org.clustering4ever.clustering.rla

RLAModelScalar

Related Doc: package rla

Permalink

final case class RLAModelScalar[D <: ContinuousDistance](metric: D, epsilon: Double, centers: HashMap[Int, ScalarVector]) extends ClusteringModelLocalScalar with RLAModelAncestor[ScalarVector, D] with CenterModelLocalReal[D] with KnnModelModelScalar[D] with Product with Serializable

Linear Supertypes
Product, Equals, KnnModelModelScalar[D], KnnModelSimpleV[Double, ScalarVector, D], CenterModelLocalReal[D], CenterModelSimpleVLocal[Double, ScalarVector, D], CenterModelSimpleV[Double, ScalarVector, D], RLAModelAncestor[ScalarVector, D], MetricArgs[ScalarVector, D], AlgorithmsArguments, CenterModelLocalCz[ScalarVector, D], CenterModelCz[ScalarVector, D], CenterModelLocal[ScalarVector, D], CenterModel[ScalarVector, D], KnnModelModelLocalCz[ScalarVector, D], KnnModelModelCz[ScalarVector, D], KnnModelModelLocal[ScalarVector, D], KnnModelModel[ScalarVector, D], MetricModel[ScalarVector, D], ClusteringModelLocalScalar, ClusteringModelLocal[ScalarVector], ClusteringModel, ClusteringSharedTypes, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. RLAModelScalar
  2. Product
  3. Equals
  4. KnnModelModelScalar
  5. KnnModelSimpleV
  6. CenterModelLocalReal
  7. CenterModelSimpleVLocal
  8. CenterModelSimpleV
  9. RLAModelAncestor
  10. MetricArgs
  11. AlgorithmsArguments
  12. CenterModelLocalCz
  13. CenterModelCz
  14. CenterModelLocal
  15. CenterModel
  16. KnnModelModelLocalCz
  17. KnnModelModelCz
  18. KnnModelModelLocal
  19. KnnModelModel
  20. MetricModel
  21. ClusteringModelLocalScalar
  22. ClusteringModelLocal
  23. ClusteringModel
  24. ClusteringSharedTypes
  25. Serializable
  26. Serializable
  27. AnyRef
  28. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new RLAModelScalar(metric: D, epsilon: Double, centers: HashMap[Int, ScalarVector])

    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. final val algorithmID: extensibleAlgorithmNature.RLAScalar.type

    Permalink
    Definition Classes
    RLAModelScalar → ClusteringModel

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def centerPredict[GS[X] <: GenSeq[X]](data: GS[Array[Double]])(implicit d1: DummyImplicit, d2: DummyImplicit): GS[(ClusterID, Array[Double])]

    Permalink
    Definition Classes
    CenterModelSimpleVLocal

  7. final def centerPredict(v: Array[Double]): ClusterID

    Permalink
    Definition Classes
    CenterModelSimpleV

  8. final def centerPredict[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, ScalarVector]])(implicit d: DummyImplicit): GS[Cz[O, ScalarVector]]

    Permalink
    Definition Classes
    CenterModelLocalCz

  9. final def centerPredict[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz]](cz: Cz[O, ScalarVector]): ClusterID

    Permalink
    Definition Classes
    CenterModelCz

  10. final def centerPredict[GS[X] <: GenSeq[X]](data: GS[ScalarVector]): GS[(ClusterID, ScalarVector)]

    Permalink
    Definition Classes
    CenterModelLocal

  11. final def centerPredict(v: ScalarVector): ClusterID

    Permalink
    Definition Classes
    CenterModel

  12. final val centers: HashMap[Int, ScalarVector]

    Permalink
    Definition Classes
    RLAModelScalar → CenterModel

  13. def clone(): AnyRef

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

  14. final val epsilon: Double

    Permalink

    Definition Classes
    RLAModelScalar → RLAModelAncestor

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

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  17. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  18. final def knnPredict(v: Array[Double], k: Int, trainDS: Seq[(ClusterID, Array[Double])]): ClusterID

    Permalink
    Definition Classes
    KnnModelSimpleV

  19. final def knnPredict[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, ScalarVector]], k: Int, trainDS: Seq[Cz[O, ScalarVector]], clusteringNumber: Int): GS[Cz[O, ScalarVector]]

    Permalink
    Definition Classes
    KnnModelModelLocalCz

  20. final def knnPredict[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz]](cz: Cz[O, ScalarVector], k: Int, trainDS: Seq[Cz[O, ScalarVector]], clusteringNumber: Int): ClusterID

    Permalink
    Definition Classes
    KnnModelModelCz

  21. final def knnPredict[GS[X] <: GenSeq[X]](data: GS[ScalarVector], k: Int, trainDS: Seq[(ClusterID, ScalarVector)]): GS[(ClusterID, ScalarVector)]

    Permalink
    Definition Classes
    KnnModelModelLocal

  22. final def knnPredict(v: ScalarVector, k: Int, trainDS: Seq[(ClusterID, ScalarVector)]): ClusterID

    Permalink
    Definition Classes
    KnnModelModel

  23. final def knnPredictWithNN(v: Array[Double], k: Int, trainDS: Seq[(ClusterID, Array[Double])]): (ClusterID, Seq[(ClusterID, Array[Double])])

    Permalink
    Definition Classes
    KnnModelSimpleV

  24. final def knnPredictWithNN[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz]](cz: Cz[O, ScalarVector], k: Int, trainDS: Seq[Cz[O, ScalarVector]], clusteringNumber: Int): (ClusterID, Seq[Cz[O, ScalarVector]])

    Permalink
    Definition Classes
    KnnModelModelCz

  25. final def knnPredictWithNN(v: ScalarVector, k: Int, trainDS: Seq[(ClusterID, ScalarVector)]): (ClusterID, Seq[(ClusterID, ScalarVector)])

    Permalink
    Definition Classes
    KnnModelModel

  26. final val metric: D

    Permalink
    Definition Classes
    RLAModelScalar → MetricArgs → MetricModel

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

    Permalink
    Definition Classes
    AnyRef

  28. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  29. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  30. final def obtainClustering[O, Cz[B, C <: GVector[C]] <: Clusterizable[B, C, Cz], GS[X] <: GenSeq[X]](data: GS[Cz[O, ScalarVector]]): GS[Cz[O, ScalarVector]]

    Permalink

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

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

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

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

    Permalink
    Definition Classes
    AnyRef

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

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

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

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

  35. final def wait(): Unit

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

Deprecated Value Members

  1. def finalize(): Unit

    Permalink
    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 KnnModelModelScalar[D]

Inherited from KnnModelSimpleV[Double, ScalarVector, D]

Inherited from CenterModelLocalReal[D]

Inherited from CenterModelSimpleVLocal[Double, ScalarVector, D]

Inherited from CenterModelSimpleV[Double, ScalarVector, D]

Inherited from RLAModelAncestor[ScalarVector, D]

Inherited from MetricArgs[ScalarVector, D]

Inherited from AlgorithmsArguments

Inherited from CenterModelLocalCz[ScalarVector, D]

Inherited from CenterModelCz[ScalarVector, D]

Inherited from CenterModelLocal[ScalarVector, D]

Inherited from CenterModel[ScalarVector, D]

Inherited from KnnModelModelLocalCz[ScalarVector, D]

Inherited from KnnModelModelCz[ScalarVector, D]

Inherited from KnnModelModelLocal[ScalarVector, D]

Inherited from KnnModelModel[ScalarVector, D]

Inherited from MetricModel[ScalarVector, D]

Inherited from ClusteringModelLocalScalar

Inherited from ClusteringModelLocal[ScalarVector]

Inherited from ClusteringModel

Inherited from ClusteringSharedTypes

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped