ml.sparkling.graph.operators.measures.vertex.closenes

Closeness

object Closeness extends VertexMeasure[Double]

Created by Roman Bartusiak ([email protected] http://riomus.github.io). Computes closeness centrality in standard and harmonic versions

Linear Supertypes
VertexMeasure[Double], AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. Closeness
  2. VertexMeasure
  3. AnyRef
  4. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def compute[VD, ED](graph: Graph[VD, ED], vertexMeasureConfiguration: VertexMeasureConfiguration[VD, ED])(implicit arg0: ClassTag[VD], arg1: ClassTag[ED], num: Numeric[ED]): Graph[Double, ED]

    Computes standard closeness centrality

    Computes standard closeness centrality

    VD

    - vertex data type

    ED

    - edge data type

    graph

    - computation graph

    vertexMeasureConfiguration

    - configuration of computation

    num

    - numeric for @ED

    returns

    graph where each vertex is associated with its standard closeness centrality

    Definition Classes
    Closeness → VertexMeasure

  9. def compute[VD, ED](graph: Graph[VD, ED])(implicit arg0: ClassTag[VD], arg1: ClassTag[ED], num: Numeric[ED]): Graph[Double, ED]

    Definition Classes
    VertexMeasure

  10. def computeHarmonic[VD, ED](graph: Graph[VD, ED], vertexMeasureConfiguration: VertexMeasureConfiguration[VD, ED])(implicit arg0: ClassTag[VD], arg1: ClassTag[ED], num: Numeric[ED]): Graph[Double, ED]

    Computes harmonic closeness centrality

    Computes harmonic closeness centrality

    VD

    - vertex data type

    ED

    - edge data type

    graph

    - computation graph

    vertexMeasureConfiguration

    - configuration of computation

    num

    - numeric for @ED

    returns

    graph where each vertex is associated with its harmonic closeness centrality

  11. def computeUsing[VD, ED](graph: Graph[VD, ED], closenessFunction: (Long, Double) ⇒ Double, vertexMeasureConfiguration: VertexMeasureConfiguration[VD, ED])(implicit arg0: ClassTag[VD], arg1: ClassTag[ED], num: Numeric[ED]): Graph[Double, ED]

    Generic closeness computation method, should be used for extensions.

    Generic closeness computation method, should be used for extensions. Computations are done using super-step approach

    VD

    - vertex data type

    ED

    - edge data type

    graph

    - computation graph

    closenessFunction

    - function that calculates closeness for vertex

    vertexMeasureConfiguration

    - configuration of computation

    num

    - numeric for @ED

    returns

    graph where each vertex is associated with its closeness centrality computed using @closenessFunction

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

    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  19. final def notify(): Unit

    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  22. def toString(): String

    Definition Classes
    AnyRef → Any

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from VertexMeasure[Double]

Inherited from AnyRef

Inherited from Any

Ungrouped