Class/Object

com.johnsnowlabs.nlp.annotators.ner

NerConverterInternal

Related Docs: object NerConverterInternal | package ner

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class NerConverterInternal extends AnnotatorModel[NerConverterInternal]

Converts IOB or IOB2 representation of NER to user-friendly. See https://en.wikipedia.org/wiki/Inside%E2%80%93outside%E2%80%93beginning_(tagging)

Linear Supertypes
AnnotatorModel[NerConverterInternal], CanBeLazy, RawAnnotator[NerConverterInternal], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[NerConverterInternal], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. NerConverterInternal
  2. AnnotatorModel
  3. CanBeLazy
  4. RawAnnotator
  5. HasOutputAnnotationCol
  6. HasInputAnnotationCols
  7. HasOutputAnnotatorType
  8. ParamsAndFeaturesWritable
  9. HasFeatures
  10. DefaultParamsWritable
  11. MLWritable
  12. Model
  13. Transformer
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NerConverterInternal()

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  2. new NerConverterInternal(uid: String)

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Type Members

  1. type AnnotationContent = Seq[Row]

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  2. 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 _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  10. def afterAnnotate(dataset: DataFrame): DataFrame

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  11. def annotate(annotations: Seq[Annotation]): Seq[Annotation]

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    Definition Classes
    NerConverterInternal → AnnotatorModel
  12. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  13. def beforeAnnotate(dataset: Dataset[_]): Dataset[_]

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  14. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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

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    Definition Classes
    Params
  16. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  17. def copy(extra: ParamMap): NerConverterInternal

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    Definition Classes
    RawAnnotator → Model → Transformer → PipelineStage → Params
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    Params
  20. def dfAnnotate: UserDefinedFunction

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    Attributes
    protected
    Definition Classes
    AnnotatorModel
  21. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  24. def explainParams(): String

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    Definition Classes
    Params
  25. def extraValidate(structType: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  26. def extraValidateMsg: String

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  27. final def extractParamMap(): ParamMap

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

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

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    Definition Classes
    HasFeatures
  30. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  31. def get[T](feature: StructFeature[T]): Option[T]

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

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

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

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

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

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

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    Definition Classes
    Params
  38. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  39. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  40. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  41. final def getOutputCol: String

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

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    Definition Classes
    Params
  43. def getThreshold: Float

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    Get the Confidence threshold

  44. val greedyMode: BooleanParam

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    Whether to ignore B tags for contiguous tokens of same entity same

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

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

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    Definition Classes
    Params
  47. def hasParent: Boolean

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    Definition Classes
    Model
  48. lazy val hasThreshold: Boolean

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  49. def hashCode(): Int

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

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

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

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    Input Annotator Type : DOCUMENT, TOKEN, NAMED_ENTITY

    Input Annotator Type : DOCUMENT, TOKEN, NAMED_ENTITY

    Definition Classes
    NerConverterInternal → HasInputAnnotationCols
  53. final val inputCols: StringArrayParam

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

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

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

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    Definition Classes
    Params
  57. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  58. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  59. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logName: String

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  72. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  73. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  75. def onWrite(path: String, spark: SparkSession): Unit

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    Attributes
    protected
    Definition Classes
    ParamsAndFeaturesWritable
  76. val outputAnnotatorType: AnnotatorType

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    Output Annotator Type : CHUNK

    Output Annotator Type : CHUNK

    Definition Classes
    NerConverterInternal → HasOutputAnnotatorType
  77. final val outputCol: Param[String]

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

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    Definition Classes
    Params
  79. var parent: Estimator[NerConverterInternal]

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    Definition Classes
    Model
  80. val preservePosition: BooleanParam

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    Whether to preserve the original position of the tokens in the original document or use the modified tokens

  81. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  95. def setGreedyMode(value: Boolean): NerConverterInternal.this.type

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    Whether to ignore B tags for contiguous tokens of same entity same

  96. final def setInputCols(value: String*): NerConverterInternal.this.type

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

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    Definition Classes
    HasInputAnnotationCols
  98. def setLazyAnnotator(value: Boolean): NerConverterInternal.this.type

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    Definition Classes
    CanBeLazy
  99. final def setOutputCol(value: String): NerConverterInternal.this.type

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    Definition Classes
    HasOutputAnnotationCol
  100. def setParent(parent: Estimator[NerConverterInternal]): NerConverterInternal

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    Definition Classes
    Model
  101. def setPreservePosition(value: Boolean): NerConverterInternal.this.type

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    Whether to preserve the original position of the tokens in the original document or use the modified tokens

  102. def setThreshold(value: Float): NerConverterInternal.this.type

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    Set the Confidence threshold

  103. def setWhiteList(list: String*): NerConverterInternal.this.type

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    If defined, list of entities to process.

    If defined, list of entities to process. The rest will be ignored. Do not include IOB prefix on labels

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

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    Definition Classes
    AnyRef
  105. val threshold: FloatParam

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    Confidence threshold

  106. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  107. final def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    AnnotatorModel → Transformer
  108. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  109. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  110. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    RawAnnotator → PipelineStage
  111. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    NerConverterInternal → Identifiable
  113. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  114. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  117. val whiteList: StringArrayParam

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    If defined, list of entities to process.

    If defined, list of entities to process. The rest will be ignored. Do not include IOB prefix on labels

  118. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  119. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from AnnotatorModel[NerConverterInternal]

Inherited from CanBeLazy

Inherited from RawAnnotator[NerConverterInternal]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[NerConverterInternal]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

Annotator types

Required input and expected output annotator types

Members

Parameter setters