Packages

trait YakeParams extends Params

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
YakeKeywordExtraction
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  1. YakeParams
  2. Params
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  4. Serializable
  5. Identifiable
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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. final def clear(param: Param[_]): YakeParams.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. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  13. def explainParams(): String
    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  16. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  19. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  21. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  22. def getStopWords: Array[String]

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

    Maximum N-grams a keyword should have (Default: 3).

  30. val minNGrams: IntParam

    Minimum N-grams a keyword should have (Default: 1).

  31. val nKeywords: IntParam

    Number of Keywords to extract (Default: 30).

  32. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  34. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  35. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  36. final def set(paramPair: ParamPair[_]): YakeParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  37. final def set(param: String, value: Any): YakeParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  38. final def set[T](param: Param[T], value: T): YakeParams.this.type
    Definition Classes
    Params
  39. final def setDefault(paramPairs: ParamPair[_]*): YakeParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  40. final def setDefault[T](param: Param[T], value: T): YakeParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  41. def setMaxNGrams(value: Int): YakeParams.this.type

  42. def setMinNGrams(value: Int): YakeParams.this.type

  43. def setNKeywords(value: Int): YakeParams.this.type

  44. def setStopWords(value: Array[String]): YakeParams.this.type

  45. def setThreshold(value: Float): YakeParams.this.type

  46. def setWindowSize(value: Int): YakeParams.this.type

  47. val stopWords: StringArrayParam

    the words to be filtered out (Default: English stop words from MLlib)

  48. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  49. val threshold: FloatParam

    Threshold to filter keywords (Default: -1).

    Threshold to filter keywords (Default: -1). By default it is disabled. Each keyword will be given a keyword score greater than 0. (The lower the score better the keyword). This sets the upper bound for the keyword score.

  50. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  51. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  52. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  53. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  54. val windowSize: IntParam

    Window size for Co-Occurrence (Default: 3).

    Window size for Co-Occurrence (Default: 3). Yake will construct a co-occurrence matrix. You can set the window size for the co-occurrence matrix construction with this parameter. Example: windowSize=2 will look at two words to both left and right of a candidate word.

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

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