AssertionLogRegApproach

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. lazy val after: Int

   

   Definition Classes

   AssertionLogRegApproach → Windowing

6. val afterParam: IntParam

   

7. val annotatorType: AnnotatorType

   

   Definition Classes

   AssertionLogRegApproach → HasAnnotatorType

8. def applyWindow(wvectors: WordEmbeddings)(doc: String, s: Int, e: Int): Array[Double]

   

   Definition Classes

   Windowing

9. def applyWindow(doc: String, target: String): (Array[String], Array[String], Array[String])

   

   Definition Classes

   Windowing

10. def applyWindow(doc: String, s: Int, e: Int): (Array[String], Array[String], Array[String])

    

    Definition Classes

    Windowing

11. def applyWindowUdf: UserDefinedFunction

    

    Definition Classes

    Windowing

12. def applyWindowUdfNerExhaustive(targetLabels: Array[String]): UserDefinedFunction

    

    Definition Classes

    Windowing

13. def applyWindowUdfNerFirst(targetLabels: Array[String]): UserDefinedFunction

    

    Definition Classes

    Windowing

14. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

15. lazy val before: Int

    

    Definition Classes

    AssertionLogRegApproach → Windowing

16. val beforeParam: IntParam

    

17. def beforeTraining(spark: SparkSession): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

18. final def clear(param: Param[_]): AssertionLogRegApproach.this.type

    

    Definition Classes

    Params

19. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

20. def close(): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AutoCloseable

21. final def copy(extra: ParamMap): Estimator[AssertionLogRegModel]

    

    Definition Classes

    AnnotatorApproach → Estimator → PipelineStage → Params

22. def copyValues[T <: Params](to: T, extra: ParamMap): T

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

24. val description: String

    

    Definition Classes

    AssertionLogRegApproach → AnnotatorApproach

25. val eNetParam: DoubleParam

    

26. def embeddings: Option[WordEmbeddings]

    

    Definition Classes

    ApproachWithWordEmbeddings

27. val embeddingsFormat: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

28. val embeddingsNDims: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

29. val endCol: Param[String]

    

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

    

    Definition Classes

    AnyRef

31. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

32. val exhaustiveNerMode: BooleanParam

    

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

    

    Definition Classes

    Params

34. def explainParams(): String

    

    Definition Classes

    Params

35. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

37. def extractTextUdf: UserDefinedFunction

    

38. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

39. final def fit(dataset: Dataset[_]): AssertionLogRegModel

    

    Definition Classes

    AnnotatorApproach → Estimator

40. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[AssertionLogRegModel]

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

41. def fit(dataset: Dataset[_], paramMap: ParamMap): AssertionLogRegModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

42. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): AssertionLogRegModel

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

43. final def get[T](param: Param[T]): Option[T]

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

46. final def getInputCols: Array[String]

    
    returns

    input annotations columns currently used

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

48. final def getOutputCol: String

    

    Gets annotation column name going to generate

    Gets annotation column name going to generate

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

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

53. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

55. final val inputCols: StringArrayParam

    

    columns that contain annotations necessary to run this annotator AnnotatorType is used both as input and output columns if not specified

    columns that contain annotations necessary to run this annotator AnnotatorType is used both as input and output columns if not specified

    Attributes

    protected

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

57. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

59. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

60. def l2norm(xs: Array[Double]): Double

    

    Definition Classes

    Windowing

61. val label: Param[String]

    

62. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

63. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    

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    protected

    Definition Classes

    Logging

64. def logDebug(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

65. def logError(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

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    Definition Classes

    Logging

66. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

67. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    

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    Definition Classes

    Logging

68. def logInfo(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

69. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

70. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

71. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

72. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

73. def logWarning(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

74. val maxIter: IntParam

    

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

    

    Definition Classes

    AnyRef

76. val nerCol: Param[String]

    

77. def normalize(vec: Array[Double]): Array[Double]

    

    Definition Classes

    Windowing

78. final def notify(): Unit

    

    Definition Classes

    AnyRef

79. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

80. def onTrained(model: AssertionLogRegModel, spark: SparkSession): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

81. final val outputCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

83. val regParam: DoubleParam

    

84. val requiredAnnotatorTypes: Array[String]

    

    Annotator reference id.

    Annotator reference id. Used to identify elements in metadata or to refer to this annotator type

    Definition Classes

    AssertionLogRegApproach → HasInputAnnotationCols

85. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

    @Since( "1.6.0" ) @throws( ... )

86. final def set(paramPair: ParamPair[_]): AssertionLogRegApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

87. final def set(param: String, value: Any): AssertionLogRegApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

89. def setAfter(a: Int): AssertionLogRegApproach.this.type

    

90. def setBefore(b: Int): AssertionLogRegApproach.this.type

    

91. final def setDefault(paramPairs: ParamPair[_]*): AssertionLogRegApproach.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

93. def setEmbeddingsSource(path: String, nDims: Int, format: String): AssertionLogRegApproach

    

    Definition Classes

    ApproachWithWordEmbeddings

94. def setEmbeddingsSource(path: String, nDims: Int, format: Format): AssertionLogRegApproach

    

    Definition Classes

    ApproachWithWordEmbeddings

95. def setEndCol(end: String): AssertionLogRegApproach.this.type

    

96. def setEnet(enet: Double): AssertionLogRegApproach.this.type

    

97. def setExhaustiveNerMode(v: Boolean): AssertionLogRegApproach

    

98. final def setInputCols(value: String*): AssertionLogRegApproach.this.type

    

    Definition Classes

    HasInputAnnotationCols

99. final def setInputCols(value: Array[String]): AssertionLogRegApproach.this.type

    

    Overrides required annotators column if different than default

    Overrides required annotators column if different than default

    Definition Classes

    HasInputAnnotationCols

100. def setLabelCol(label: String): AssertionLogRegApproach.this.type

     

101. def setMaxIter(max: Int): AssertionLogRegApproach.this.type

     

102. def setNerCol(col: String): AssertionLogRegApproach.this.type

     

103. final def setOutputCol(value: String): AssertionLogRegApproach.this.type

     

     Overrides annotation column name when transforming

     Overrides annotation column name when transforming

     Definition Classes

     HasOutputAnnotationCol

104. def setReg(lambda: Double): AssertionLogRegApproach.this.type

     

105. def setStartCol(start: String): AssertionLogRegApproach.this.type

     

106. def setTargetNerLabels(v: Array[String]): AssertionLogRegApproach.this.type

     

107. val sourceEmbeddingsPath: Param[String]

     

     Definition Classes

     ApproachWithWordEmbeddings

108. val startCol: Param[String]

     

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

     

     Definition Classes

     AnyRef

110. val targetNerLabels: StringArrayParam

     

111. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

112. def tokenIndexToSubstringIndex(doc: String, s: Int, e: Int): (Int, Int)

     

     Definition Classes

     Windowing

113. val tokenizer: Tokenizer

     

     Definition Classes

     AssertionLogRegApproach → Windowing

114. def train(dataset: Dataset[_], recursivePipeline: Option[PipelineModel] = None): AssertionLogRegModel

     

     Definition Classes

     AssertionLogRegApproach → AnnotatorApproach

115. final def transformSchema(schema: StructType): StructType

     

     requirement for pipeline transformation validation.

     requirement for pipeline transformation validation. It is called on fit()

     Definition Classes

     AnnotatorApproach → PipelineStage

116. def transformSchema(schema: StructType, logging: Boolean): StructType

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

117. val uid: String

     

     Definition Classes

     AssertionLogRegApproach → Identifiable

118. def validate(schema: StructType): Boolean

     

     takes a Dataset and checks to see if all the required annotation types are present.

     takes a Dataset and checks to see if all the required annotation types are present.

     schema

     to be validated

     returns

     True if all the required types are present, else false

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

119. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

120. final def wait(arg0: Long, arg1: Int): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

122. def wordVectors(): Option[WordEmbeddings]

     

     Definition Classes

     AssertionLogRegApproach → Windowing

123. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable