Packages

trait ResolverParams extends Params

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Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  1. ResolverParams
  2. Params
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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. val allDistancesMetadata: BooleanParam

    whether or not to return an all distance values in the metadata.

    whether or not to return an all distance values in the metadata. Default: False

  6. val alternatives: IntParam

    number of results to return in the metadata after sorting by last distance calculated

  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. final def clear(param: Param[_]): ResolverParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. val confidenceFunction: Param[String]

    what function to use to calculate confidence: INVERSE or SOFTMAX

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. val distanceFunction: Param[String]

    what distance function to use for KNN: 'EUCLIDEAN' or 'COSINE'

  14. val distanceWeights: DoubleArrayParam

    distance weights to apply before pooling: [WMD, TFIDF, Jaccard, SorensenDice, JaroWinkler, Levenshtein]

  15. val enableJaccard: BooleanParam

    whether or not to use Jaccard token distance.

    whether or not to use Jaccard token distance. Default: True

  16. val enableJaroWinkler: BooleanParam

    whether or not to use Jaro-Winkler character distance.

    whether or not to use Jaro-Winkler character distance. Default: False

  17. val enableLevenshtein: BooleanParam

    whether or not to use Levenshtein character distance.

    whether or not to use Levenshtein character distance. Default: False

  18. val enableSorensenDice: BooleanParam

    whether or not to use Sorensen-Dice token distance.

    whether or not to use Sorensen-Dice token distance. Default: False

  19. val enableTfidf: BooleanParam

    whether or not to use TFIDF token distance.

    whether or not to use TFIDF token distance. Default: True

  20. val enableWmd: BooleanParam

    whether or not to use WMD token distance.

    whether or not to use WMD token distance. Default: True

  21. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  27. val extramassPenalty: DoubleParam

    penalty for extra words in the knowledge base match during WMD calculation

  28. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getAllDistancesMetadata: Boolean
  31. def getAlternatives: Int
  32. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. def getConfidenceFunction: String
  34. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  35. def getDistanceFunction: String
  36. def getDistanceWeights: Array[Double]
  37. def getEnableJaccard: Boolean
  38. def getEnableJaroWinkler: Boolean
  39. def getEnableLevenshtein: Boolean
  40. def getEnableSorensenDice: Boolean
  41. def getEnableTfidf: Boolean
  42. def getEnableWmd: Boolean
  43. def getExtramassPenalty: Double
  44. def getMissAsEmpty: Boolean
  45. def getNeighbours: Int
  46. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  47. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  48. def getPoolingStrategy: String
  49. def getThreshold: Double
  50. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  51. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  52. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  53. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  54. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. val missAsEmpty: BooleanParam

    whether or not to return an empty annotation on unmatched chunks

  57. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  58. val neighbours: IntParam

    number of neighbours to consider in the KNN query to calculate WMD

  59. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  60. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  61. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  62. val poolingStrategy: Param[String]

    pooling strategy to aggregate distances: AVERAGE or SUM

  63. final def set(paramPair: ParamPair[_]): ResolverParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  64. final def set(param: String, value: Any): ResolverParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  65. final def set[T](param: Param[T], value: T): ResolverParams.this.type
    Definition Classes
    Params
  66. def setAllDistancesMetadata(v: Boolean): ResolverParams.this.type
  67. def setAlternatives(a: Int): ResolverParams.this.type
  68. def setConfidenceFunction(v: String): ResolverParams.this.type
  69. final def setDefault(paramPairs: ParamPair[_]*): ResolverParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  70. final def setDefault[T](param: Param[T], value: T): ResolverParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  71. def setDistanceFunction(value: String): ResolverParams.this.type
  72. def setDistanceWeights(v: Array[Double]): ResolverParams.this.type
  73. def setEnableJaccard(v: Boolean): ResolverParams.this.type
  74. def setEnableJaroWinkler(v: Boolean): ResolverParams.this.type
  75. def setEnableLevenshtein(v: Boolean): ResolverParams.this.type
  76. def setEnableSorensenDice(v: Boolean): ResolverParams.this.type
  77. def setEnableTfidf(v: Boolean): ResolverParams.this.type
  78. def setEnableWmd(v: Boolean): ResolverParams.this.type
  79. def setExtramassPenalty(emp: Double): ResolverParams.this.type
  80. def setMissAsEmpty(v: Boolean): ResolverParams.this.type
  81. def setNeighbours(k: Int): ResolverParams.this.type
  82. def setPoolingStrategy(value: String): ResolverParams.this.type
  83. def setThreshold(dist: Double): ResolverParams.this.type
  84. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  85. val threshold: DoubleParam

    threshold value for the aggregated distance

  86. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  87. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  88. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  89. 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

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