Trait/Object

epic.sequences

CRF

Related Docs: object CRF | package sequences

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trait CRF[L, W] extends Serializable

A Linear Chain Conditional Random Field. Useful for POS tagging, etc.

As usual in Epic, all the heavy lifting is done in the companion object and Marginals.

CRFs can produce epic.sequences.TaggedSequence from an input sequence of words. They can also produce marginals, etc.

Annotations
@SerialVersionUID()
Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
CRFInference
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Inherited
  1. CRF
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
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Visibility
  1. Public
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Abstract Value Members

  1. abstract def anchor(w: IndexedSeq[W]): Anchoring[L, W]

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  2. abstract def labelIndex: Index[L]

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  3. abstract def startSymbol: L

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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def bestSequence(w: IndexedSeq[W], id: String = ""): TaggedSequence[L, W]

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  6. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  10. def goldMarginal(tags: IndexedSeq[L], w: IndexedSeq[W]): Marginal[L, W]

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  11. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate()

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  13. def marginal(w: IndexedSeq[W]): Marginal[L, W]

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate()

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

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    Definition Classes
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  18. def toString(): String

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  21. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit

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    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 Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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