junto.algorithm

LpZgl

class LpZgl extends LabelPropagationAlgorithm

Implementation of the original label propagation algorithm:

Xiaojin Zhu and Zoubin Ghahramani. Learning from labeled and unlabeled data with label propagation. Technical Report CMU-CALD-02-107, Carnegie Mellon University, 2002. http://pages.cs.wisc.edu/~jerryzhu/pub/CMU-CALD-02-107.pdf

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Instance Constructors

  1. new LpZgl(g: Graph, mu2: Double, keepTopKLabels: Int)

Value Members

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

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

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  3. final def ##(): Int

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

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

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  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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    protected[java.lang]
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    @throws()
  8. final def eq(arg0: AnyRef): Boolean

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  9. def equals(arg0: Any): Boolean

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  10. def finalize(): Unit

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    protected[java.lang]
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    @throws()
  11. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  12. def getGraphObjective: Double

    Definition Classes
    LabelPropagationAlgorithm
  13. def getObjective(v: Vertex): Double

    Definition Classes
    LpZglLabelPropagationAlgorithm
  14. def hashCode(): Int

    Definition Classes
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  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  16. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  17. final def notify(): Unit

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  18. final def notifyAll(): Unit

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  19. def run(maxIter: Int, useBipartiteOptimization: Boolean, verbose: Boolean, resultList: ArrayList[Map[String, Double]]): Unit

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

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    AnyRef
  21. def toString(): String

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  22. final def wait(): Unit

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    @throws()
  23. final def wait(arg0: Long, arg1: Int): Unit

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    @throws()
  24. final def wait(arg0: Long): Unit

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Inherited from LabelPropagationAlgorithm

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