Packages

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

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
NerCrfApproach, NerDLApproach
Ordering
  1. Grouped
  2. Alphabetic
  3. By Inheritance
Inherited
  1. NerApproach
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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( ... ) @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: Any): 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. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  20. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getMaxEpochs: Int

    Maximum number of epochs to train

  22. def getMinEpochs: Int

    Minimum number of epochs to train

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

    Random seed

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

    Column with label per each token

  33. val maxEpochs: IntParam

    Maximum number of epochs to train

  34. val minEpochs: IntParam

    Minimum number of epochs to train

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

    Random seed

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

    Entities to recognize

  46. def setLabelColumn(column: String): T

    Column with label per each token

  47. def setMaxEpochs(epochs: Int): T

    Maximum number of epochs to train

  48. def setMinEpochs(epochs: Int): T

    Minimum number of epochs to train

  49. def setRandomSeed(seed: Int): T

    Random seed

  50. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  51. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  52. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  53. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  54. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Params

Inherited from Serializable

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