Class

org.clulab.sequences

MEMMSequenceTagger

Related Doc: package sequences

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abstract class MEMMSequenceTagger[L, F] extends SequenceTagger[L, F]

Sequence tagger using a maximum entrop Markov model (MEMM) User: mihais Date: 8/26/17

Linear Supertypes
SequenceTagger[L, F], Tagger[L], AnyRef, Any
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Inherited
  1. MEMMSequenceTagger
  2. SequenceTagger
  3. Tagger
  4. AnyRef
  5. Any
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Visibility
  1. Public
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Instance Constructors

  1. new MEMMSequenceTagger(order: Int = 1, leftToRight: Boolean = true)(implicit arg0: ClassTag[L])

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Abstract Value Members

  1. abstract def featureExtractor(features: Counter[F], sentence: Sentence, offset: Int): Unit

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    Abstract method that generates the features for the word at the position offset in the given sentence

    Abstract method that generates the features for the word at the position offset in the given sentence

    Definition Classes
    SequenceTagger
  2. abstract def labelExtractor(sentence: Sentence): Array[L]

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    Abstract method that extracts the training labels for a given sentence

    Abstract method that extracts the training labels for a given sentence

    Definition Classes
    SequenceTagger
  3. abstract def mkFeatAtBeginSent(position: Int, prefix: String): F

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    Definition Classes
    SequenceTagger
  4. abstract def mkFeatAtEndSent(position: Int, prefix: String): F

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    Definition Classes
    SequenceTagger
  5. abstract def mkFeatAtHistory(position: Int, prefix: String, label: L): F

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    Definition Classes
    SequenceTagger

Concrete 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. def addFirstPassFeatures(features: Counter[F], order: Int, labels: Seq[L], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  5. def addHistoryFeatures(features: Counter[F], order: Int, labels: Seq[L], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  6. def addLeftFeatures(features: Counter[F], order: Int, prefix: String, labels: Seq[L], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  7. def addRightFeatures(features: Counter[F], order: Int, prefix: String, labels: Seq[L], offset: Int): Unit

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    Definition Classes
    SequenceTagger
  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  9. def classesOf(origSentence: Sentence): Array[L]

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    Definition Classes
    MEMMSequenceTaggerSequenceTagger
  10. def clone(): AnyRef

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

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    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  13. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. def find(sentence: Sentence): Array[L]

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

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    Definition Classes
    AnyRef → Any
  16. def hashCode(): Int

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

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    Definition Classes
    Any
  18. var leftToRight: Boolean

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  19. def load(reader: BufferedReader): Unit

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    Definition Classes
    MEMMSequenceTaggerSequenceTagger
  20. def loadFromFile(fn: File): Unit

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    Definition Classes
    SequenceTagger
  21. def loadFromResource(rn: String): Unit

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    Definition Classes
    SequenceTagger
  22. var model: Option[Classifier[L, F]]

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

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

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

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    Definition Classes
    AnyRef
  26. var order: Int

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  27. def save(fn: File): Unit

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    Definition Classes
    MEMMSequenceTaggerSequenceTagger
  28. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  29. def toString(): String

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    Definition Classes
    AnyRef → Any
  30. def train(docs: Iterator[Document]): Unit

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    Definition Classes
    MEMMSequenceTaggerSequenceTagger
  31. final def wait(): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from SequenceTagger[L, F]

Inherited from Tagger[L]

Inherited from AnyRef

Inherited from Any

Ungrouped