Class/Object

com.johnsnowlabs.nlp.annotators.disambiguation

NerDisambiguator

Related Docs: object NerDisambiguator | package disambiguation

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class NerDisambiguator extends AnnotatorApproach[NerDisambiguatorModel] with KvKnowledgeExtractor with DisambiguatorModelParams

Linear Supertypes
DisambiguatorModelParams, HasFeatures, KvKnowledgeExtractor, AnnotatorApproach[NerDisambiguatorModel], CanBeLazy, DefaultParamsWritable, MLWritable, HasOutputAnnotatorType, HasOutputAnnotationCol, HasInputAnnotationCols, Estimator[NerDisambiguatorModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. NerDisambiguator
  2. DisambiguatorModelParams
  3. HasFeatures
  4. KvKnowledgeExtractor
  5. AnnotatorApproach
  6. CanBeLazy
  7. DefaultParamsWritable
  8. MLWritable
  9. HasOutputAnnotatorType
  10. HasOutputAnnotationCol
  11. HasInputAnnotationCols
  12. Estimator
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NerDisambiguator()

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  2. new NerDisambiguator(uid: String)

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Type Members

  1. type AnnotatorType = String

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    Definition Classes
    HasOutputAnnotatorType

Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
    Definition Classes
    HasFeatures
  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  6. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. def _fit(dataset: Dataset[_], recursiveStages: Option[PipelineModel]): NerDisambiguatorModel

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  11. def beforeTraining(spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach
  12. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  13. final def clear(param: Param[_]): NerDisambiguator.this.type

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    Definition Classes
    Params
  14. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  15. final def copy(extra: ParamMap): Estimator[NerDisambiguatorModel]

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    Definition Classes
    AnnotatorApproach → Estimator → PipelineStage → Params
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  17. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  18. val description: String

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    Definition Classes
    NerDisambiguator → AnnotatorApproach
  19. val embeddingTypeParam: Param[String]

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    Definition Classes
    DisambiguatorModelParams
  20. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  23. def explainParams(): String

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    Definition Classes
    Params
  24. def extractKnowledgeFromKv(id2record: (DataId) ⇒ Option[Record], chunk2id: (Chunk) ⇒ Option[List[DataId]]): Knowledge

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    Definition Classes
    KvKnowledgeExtractor
  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  27. val features: ArrayBuffer[Feature[_, _, _]]

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    Definition Classes
    HasFeatures
  28. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. final def fit(dataset: Dataset[_]): NerDisambiguatorModel

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    Definition Classes
    AnnotatorApproach → Estimator
  30. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[NerDisambiguatorModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  31. def fit(dataset: Dataset[_], paramMap: ParamMap): NerDisambiguatorModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  32. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): NerDisambiguatorModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  33. def get[T](feature: StructFeature[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  34. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  35. def get[T](feature: SetFeature[T]): Option[Set[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  36. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  37. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  38. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  39. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  40. def getEmbeddingType: String

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    Definition Classes
    DisambiguatorModelParams
  41. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  42. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  43. def getLevenshteinDistanceThresholdParam: Double

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    Definition Classes
    DisambiguatorModelParams
  44. def getNarrowWithApproximateMatching: Boolean

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    Definition Classes
    DisambiguatorModelParams
  45. def getNearMatchingGapParam: Int

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    Definition Classes
    DisambiguatorModelParams
  46. def getNumFirstChars: Int

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    Definition Classes
    DisambiguatorModelParams
  47. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  48. final def getOutputCol: String

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    Definition Classes
    HasOutputAnnotationCol
  49. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  50. def getPredictionLimit: Int

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    Definition Classes
    DisambiguatorModelParams
  51. def getTokenSearch: Boolean

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    Definition Classes
    DisambiguatorModelParams
  52. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  53. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  54. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  55. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  56. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  57. val inputAnnotatorTypes: Array[String]

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    Definition Classes
    NerDisambiguator → HasInputAnnotationCols
  58. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  59. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  60. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  61. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  63. val knowledgeBase: Param[String]

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  64. val knowledgeBaseStructure: StructFeature[Knowledge]

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    Definition Classes
    DisambiguatorModelParams
  65. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  66. val levenshteinDistanceThresholdParam: DoubleParam

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    Definition Classes
    DisambiguatorModelParams
  67. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  72. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  73. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  74. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  75. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  76. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  77. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  78. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  79. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  80. val narrowWithApproximateMatching: BooleanParam

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    Definition Classes
    DisambiguatorModelParams
  81. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  82. val nearMatchingGapParam: IntParam

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    Definition Classes
    DisambiguatorModelParams
  83. final def notify(): Unit

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    Definition Classes
    AnyRef
  84. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  85. val numFirstChars: IntParam

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    Definition Classes
    DisambiguatorModelParams
  86. def onTrained(model: NerDisambiguatorModel, spark: SparkSession): Unit

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    Definition Classes
    AnnotatorApproach
  87. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    NerDisambiguator → HasOutputAnnotatorType
  88. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  89. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  90. val predictionsLimit: IntParam

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    Definition Classes
    DisambiguatorModelParams
  91. lazy val rocksDbReader: RocksDbReader

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  92. val s3KnowledgeBaseName: Param[String]

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  93. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  94. def set[T](feature: StructFeature[T], value: T): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  95. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  96. def set[T](feature: SetFeature[T], value: Set[T]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  97. def set[T](feature: ArrayFeature[T], value: Array[T]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  98. final def set(paramPair: ParamPair[_]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    Params
  99. final def set(param: String, value: Any): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    Params
  100. final def set[T](param: Param[T], value: T): NerDisambiguator.this.type

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    Definition Classes
    Params
  101. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  102. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  103. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  104. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  105. final def setDefault(paramPairs: ParamPair[_]*): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    Params
  106. final def setDefault[T](param: Param[T], value: T): NerDisambiguator.this.type

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    Attributes
    protected
    Definition Classes
    Params
  107. def setEmbeddingType(v: String): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  108. final def setInputCols(value: String*): NerDisambiguator.this.type

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    Definition Classes
    HasInputAnnotationCols
  109. final def setInputCols(value: Array[String]): NerDisambiguator.this.type

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    Definition Classes
    HasInputAnnotationCols
  110. def setKnowledgeBase(path: String): NerDisambiguator.this.type

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  111. def setKnowledgeBaseStructure(kb: Knowledge): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  112. def setLazyAnnotator(value: Boolean): NerDisambiguator.this.type

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    Definition Classes
    CanBeLazy
  113. def setLevenshteinDistanceThresholdParam(v: Double): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  114. def setNarrowWithApproximateMatching(v: Boolean): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  115. def setNearMatchingGapParam(v: Int): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  116. def setNumFirstChars(v: Int): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  117. final def setOutputCol(value: String): NerDisambiguator.this.type

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    Definition Classes
    HasOutputAnnotationCol
  118. def setPredictionLimit(v: Int): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  119. def setS3KnowledgeBaseName(path: String): NerDisambiguator.this.type

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  120. def setTokenSearch(v: Boolean): NerDisambiguator.this.type

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    Definition Classes
    DisambiguatorModelParams
  121. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  122. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  123. val tokenSearch: BooleanParam

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    Definition Classes
    DisambiguatorModelParams
  124. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): NerDisambiguatorModel

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    Definition Classes
    NerDisambiguator → AnnotatorApproach
  125. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    AnnotatorApproach → PipelineStage
  126. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  127. val uid: String

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    Definition Classes
    NerDisambiguator → Identifiable
  128. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    AnnotatorApproach
  129. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  130. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  131. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  132. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DisambiguatorModelParams

Inherited from HasFeatures

Inherited from KvKnowledgeExtractor

Inherited from AnnotatorApproach[NerDisambiguatorModel]

Inherited from CanBeLazy

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputAnnotatorType

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from Estimator[NerDisambiguatorModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped