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

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   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, targetTerm: 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. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

13. lazy val before: Int

    

    Definition Classes

    AssertionLogRegApproach → Windowing

14. val beforeParam: IntParam

    

15. def beforeTraining(spark: SparkSession): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

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

    

    Definition Classes

    Params

17. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

18. def close(): Unit

    

    Definition Classes

    ApproachWithWordEmbeddings → AutoCloseable

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

    

    Definition Classes

    AnnotatorApproach → Estimator → PipelineStage → Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

22. val description: String

    

    Definition Classes

    AssertionLogRegApproach → AnnotatorApproach

23. val eNetParam: DoubleParam

    

24. def embeddings(): Option[WordEmbeddings]

    

    Definition Classes

    ApproachWithWordEmbeddings

25. val embeddingsFormat: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

26. val embeddingsNDims: IntParam

    

    Definition Classes

    ApproachWithWordEmbeddings

27. val endParam: Param[String]

    

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

    

    Definition Classes

    AnyRef

29. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

31. def explainParams(): String

    

    Definition Classes

    Params

32. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

34. def extractTextUdf: UserDefinedFunction

    

35. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    AnnotatorApproach → Estimator

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

43. final def getInputCols: Array[String]

    
    returns

    input annotations columns currently used

    Definition Classes

    HasInputAnnotationCols

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

    

    Definition Classes

    Params

45. final def getOutputCol: String

    

    Gets annotation column name going to generate

    Gets annotation column name going to generate

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

48. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

49. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

51. 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

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

    

    Definition Classes

    Params

53. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

55. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    Windowing

57. val label: Param[String]

    

58. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

60. def logDebug(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

62. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

64. def logInfo(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

65. def logName: String

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

67. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

70. val maxIter: IntParam

    

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

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    Windowing

73. final def notify(): Unit

    

    Definition Classes

    AnyRef

74. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    ApproachWithWordEmbeddings → AnnotatorApproach

76. final val outputCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

78. val regParam: DoubleParam

    

79. 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

80. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

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

    

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    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

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

    

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

    

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    ApproachWithWordEmbeddings

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

    

    Definition Classes

    ApproachWithWordEmbeddings

90. def setEnd(end: String): AssertionLogRegApproach.this.type

    

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

    

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

    

    Definition Classes

    HasInputAnnotationCols

93. 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

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

    

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

    

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

    

    Overrides annotation column name when transforming

    Overrides annotation column name when transforming

    Definition Classes

    HasOutputAnnotationCol

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

    

98. def setStart(start: String): AssertionLogRegApproach.this.type

    

99. def setTargetCol(target: String): AssertionLogRegApproach.this.type

    

100. val sourceEmbeddingsPath: Param[String]

     

     Definition Classes

     ApproachWithWordEmbeddings

101. val startParam: Param[String]

     

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

     

     Definition Classes

     AnyRef

103. val target: Param[String]

     

104. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

105. val tokenizer: Tokenizer

     

     Definition Classes

     AssertionLogRegApproach → Windowing

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

     

     Definition Classes

     AssertionLogRegApproach → AnnotatorApproach

107. 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

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

109. val uid: String

     

     Definition Classes

     AssertionLogRegApproach → Identifiable

110. 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

111. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

114. var wembeddings: Option[WordEmbeddings]

     

     Definition Classes

     ApproachWithWordEmbeddings

115. def wordVectors(): Option[WordEmbeddings]

     

     Definition Classes

     AssertionLogRegApproach → Windowing

116. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable