Packages

trait NerApproach[T <: NerApproach[_]] extends Params

Linear Supertypes
Params, Serializable, Identifiable, AnyRef, Any
Known Subclasses
NerCrfApproach, NerDLApproach
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Inherited
  1. NerApproach
  2. Params
  3. Serializable
  4. Identifiable
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. Protected

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): NerApproach.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @HotSpotIntrinsicCandidate() @native()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. val entities: StringArrayParam

    Entities to recognize

  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  13. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  14. def explainParams(): String
    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate() @native()
  19. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. def getMaxEpochs: Int

    Maximum number of epochs to train

  21. def getMinEpochs: Int

    Minimum number of epochs to train

  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  24. def getRandomSeed: Int

    Random seed

  25. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  26. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  27. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @HotSpotIntrinsicCandidate() @native()
  28. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  29. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  30. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  31. val labelColumn: Param[String]

    Column with label per each token

  32. val maxEpochs: IntParam

    Maximum number of epochs to train

  33. val minEpochs: IntParam

    Minimum number of epochs to train

  34. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate() @native()
  36. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @HotSpotIntrinsicCandidate() @native()
  37. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  38. val randomSeed: IntParam

    Random seed

  39. final def set(paramPair: ParamPair[_]): NerApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  40. final def set(param: String, value: Any): NerApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  41. final def set[T](param: Param[T], value: T): NerApproach.this.type
    Definition Classes
    Params
  42. final def setDefault(paramPairs: ParamPair[_]*): NerApproach.this.type
    Attributes
    protected
    Definition Classes
    Params
  43. final def setDefault[T](param: Param[T], value: T): NerApproach.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  44. def setEntities(tags: Array[String]): T

    Entities to recognize

  45. def setLabelColumn(column: String): T

    Column with label per each token

  46. def setMaxEpochs(epochs: Int): T

    Maximum number of epochs to train

  47. def setMinEpochs(epochs: Int): T

    Minimum number of epochs to train

  48. def setRandomSeed(seed: Int): T

    Random seed

  49. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  50. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  51. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  52. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  53. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from Params

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of (hyper-)parameter keys this annotator can take. Users can set and get the parameter values through setters and getters, respectively.

Members

Parameter setters

Parameter getters