Trait

com.johnsnowlabs.nlp.annotators.keyword.yake

YakeParams

Related Doc: package yake

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trait YakeParams extends Params

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Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  1. YakeParams
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract val uid: String

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    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def $[T](param: Param[T]): T

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  4. final def ==(arg0: Any): Boolean

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  5. final def asInstanceOf[T0]: T0

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  6. final def clear(param: Param[_]): YakeParams.this.type

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  7. def clone(): AnyRef

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    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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  9. final def defaultCopy[T <: Params](extra: ParamMap): T

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

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  11. def equals(arg0: Any): Boolean

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  12. def explainParam(param: Param[_]): String

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  13. def explainParams(): String

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  14. final def extractParamMap(): ParamMap

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  15. final def extractParamMap(extra: ParamMap): ParamMap

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  16. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  17. final def get[T](param: Param[T]): Option[T]

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

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  19. final def getDefault[T](param: Param[T]): Option[T]

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  20. final def getOrDefault[T](param: Param[T]): T

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  21. def getParam(paramName: String): Param[Any]

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  22. def getStopWords: Array[String]

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  23. final def hasDefault[T](param: Param[T]): Boolean

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  24. def hasParam(paramName: String): Boolean

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  25. def hashCode(): Int

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  26. final def isDefined(param: Param[_]): Boolean

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  27. final def isInstanceOf[T0]: Boolean

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  28. final def isSet(param: Param[_]): Boolean

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  29. val maxNGrams: IntParam

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

  30. val minNGrams: IntParam

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

  31. val nKeywords: IntParam

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    Number of Keywords to extract (Default: 30).

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

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  33. final def notify(): Unit

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  34. final def notifyAll(): Unit

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  35. lazy val params: Array[Param[_]]

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  36. final def set(paramPair: ParamPair[_]): YakeParams.this.type

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  37. final def set(param: String, value: Any): YakeParams.this.type

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  38. final def set[T](param: Param[T], value: T): YakeParams.this.type

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  39. final def setDefault(paramPairs: ParamPair[_]*): YakeParams.this.type

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  40. final def setDefault[T](param: Param[T], value: T): YakeParams.this.type

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  41. def setMaxNGrams(value: Int): YakeParams.this.type

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

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

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

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

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

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  47. val stopWords: StringArrayParam

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

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

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    Definition Classes
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  49. val threshold: FloatParam

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    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

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    Definition Classes
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  51. final def wait(): Unit

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    @throws( ... )
  52. final def wait(arg0: Long, arg1: Int): Unit

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

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  54. val windowSize: IntParam

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    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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