Packages

trait NorvigSweetingParams extends Params

These are the configs for the NorvigSweeting model

See https://github.com/JohnSnowLabs/spark-nlp/blob/master/src/test/scala/com/johnsnowlabs/nlp/annotators/spell/norvig/NorvigSweetingTestSpec.scala for further reference on how to use this API

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
NorvigSweetingApproach, NorvigSweetingModel
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  1. NorvigSweetingParams
  2. Params
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  4. Serializable
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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. val caseSensitive: BooleanParam

    Sensitivity on spell checking (Default: true).

    Sensitivity on spell checking (Default: true). Might affect accuracy

  7. final def clear(param: Param[_]): NorvigSweetingParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. val doubleVariants: BooleanParam

    Increase search at cost of performance (Default: false).

    Increase search at cost of performance (Default: false). Enables extra check for word combinations, More accuracy at performance

  12. val dupsLimit: IntParam

    Maximum duplicate of characters in a word to consider (Default: 2).

    Maximum duplicate of characters in a word to consider (Default: 2). Maximum duplicate of characters to account for.

  13. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  16. def explainParams(): String
    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. val frequencyPriority: BooleanParam

    Applies frequency over hamming in intersections (Default: true).

    Applies frequency over hamming in intersections (Default: true). When false hamming takes priority

  21. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. def getCaseSensitive: Boolean

    Sensitivity on spell checking (Default: true).

    Sensitivity on spell checking (Default: true). Might affect accuracy

  23. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  24. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getDoubleVariants: Boolean

    Increase search at cost of performance (Default: false).

    Increase search at cost of performance (Default: false). Enables extra check for word combinations

  26. def getDupsLimit: Int

    Maximum duplicate of characters in a word to consider (Default: 2).

    Maximum duplicate of characters in a word to consider (Default: 2). Maximum duplicate of characters to account for.

  27. def getFrequencyPriority: Boolean

    Applies frequency over hamming in intersections (Default: true).

    Applies frequency over hamming in intersections (Default: true). When false hamming takes priority

  28. def getIntersections: Int

    Hamming intersections to attempt (Default: 10).

  29. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  30. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  31. def getReductLimit: Int

    Word reduction limit (Default: 3).

  32. def getShortCircuit: Boolean

    Increase performance at cost of accuracy (Default: false).

    Increase performance at cost of accuracy (Default: false). Faster but less accurate mode

  33. def getVowelSwapLimit: Int

    Vowel swap attempts (Default: 6).

  34. def getWordSizeIgnore: Int

    Minimum size of word before ignoring (Default: 3).

    Minimum size of word before ignoring (Default: 3). Minimum size of word before moving on.

  35. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  37. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  38. val intersections: IntParam

    Hamming intersections to attempt (Default: 10).

  39. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  41. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  42. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  43. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  44. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  45. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  46. val reductLimit: IntParam

    Word reduction limit (Default: 3).

  47. final def set(paramPair: ParamPair[_]): NorvigSweetingParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  48. final def set(param: String, value: Any): NorvigSweetingParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def set[T](param: Param[T], value: T): NorvigSweetingParams.this.type
    Definition Classes
    Params
  50. def setCaseSensitive(value: Boolean): NorvigSweetingParams.this.type

    Sensitivity on spell checking (Default: true).

    Sensitivity on spell checking (Default: true). Might affect accuracy

  51. final def setDefault(paramPairs: ParamPair[_]*): NorvigSweetingParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  52. final def setDefault[T](param: Param[T], value: T): NorvigSweetingParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  53. def setDoubleVariants(value: Boolean): NorvigSweetingParams.this.type

    Increase search at cost of performance (Default: false).

    Increase search at cost of performance (Default: false). Enables extra check for word combinations

  54. def setDupsLimit(value: Int): NorvigSweetingParams.this.type

    Maximum duplicate of characters in a word to consider (Default: 2).

    Maximum duplicate of characters in a word to consider (Default: 2). Maximum duplicate of characters to account for. Defaults to 2.

  55. def setFrequencyPriority(value: Boolean): NorvigSweetingParams.this.type

    Applies frequency over hamming in intersections (Default: true).

    Applies frequency over hamming in intersections (Default: true). When false hamming takes priority

  56. def setIntersections(value: Int): NorvigSweetingParams.this.type

    Hamming intersections to attempt (Default: 10).

  57. def setReductLimit(value: Int): NorvigSweetingParams.this.type

    Word reduction limit (Default: 3).

  58. def setShortCircuit(value: Boolean): NorvigSweetingParams.this.type

    Increase performance at cost of accuracy (Default: false).

    Increase performance at cost of accuracy (Default: false). Faster but less accurate mode

  59. def setVowelSwapLimit(value: Int): NorvigSweetingParams.this.type

    Vowel swap attempts (Default: 6).

  60. def setWordSizeIgnore(value: Int): NorvigSweetingParams.this.type

    Minimum size of word before ignoring (Default: 3).

    Minimum size of word before ignoring (Default: 3). Minimum size of word before moving on.

  61. val shortCircuit: BooleanParam

    Increase performance at cost of accuracy (Default: false).

    Increase performance at cost of accuracy (Default: false). Faster but less accurate mode

  62. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  63. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  64. val vowelSwapLimit: IntParam

    Vowel swap attempts (Default: 6).

  65. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  66. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  67. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  68. val wordSizeIgnore: IntParam

    Minimum size of word before ignoring (Default: 3).

    Minimum size of word before ignoring (Default: 3). Minimum size of word before moving on.

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