org.allenai.nlpstack.parse.poly.reranking

NeighborhoodEventStatistic

Related Docs: object NeighborhoodEventStatistic | package reranking

case class NeighborhoodEventStatistic(neighborhoodSource: NeighborhoodSource, eventTransform: NeighborhoodTransform) extends Product with Serializable

Collects statistics over "neighborhood events."

An example might help. A neighborhood is a collection of tokens, e.g. a node and its children in a dependency parse. A neighborhood event is a mapping of these tokens to a sequence of strings, e.g. we might map each token to its part-of-speech tag.

Given a corpus of dependency parses, we might want to collect a histogram that tells us how many times each neighborhood event like (VERB, NOUN, NOUN) occurs in the corpus. This is what the NeighborhoodEventStatistic does.

neighborhoodSource

provides a stream of neighborhoods

eventTransform

a transformation from neighborhoods to events

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Instance Constructors

  1. new NeighborhoodEventStatistic(neighborhoodSource: NeighborhoodSource, eventTransform: NeighborhoodTransform)

    neighborhoodSource

    provides a stream of neighborhoods

    eventTransform

    a transformation from neighborhoods to events

Value Members

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

    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Definition Classes
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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

    Definition Classes
    AnyRef
  7. val eventTransform: NeighborhoodTransform

    a transformation from neighborhoods to events

  8. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  10. final def isInstanceOf[T0]: Boolean

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

    Definition Classes
    AnyRef
  12. val neighborhoodSource: NeighborhoodSource

    provides a stream of neighborhoods

  13. final def notify(): Unit

    Definition Classes
    AnyRef
  14. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  15. val observedEventCount: Int

    The total number of observed (non-unique) neighborhood events.

  16. val singletonEventCount: Int

    The total number of singleton (observed only once) neighborhood events.

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

    Definition Classes
    AnyRef
  18. def toString(): String

    Definition Classes
    NeighborhoodEventStatistic → AnyRef → Any
  19. val uniqueEventCount: Int

    The total number of unique neighborhood events.

  20. final def wait(): Unit

    Definition Classes
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    @throws( ... )
  21. final def wait(arg0: Long, arg1: Int): Unit

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

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