AssertionLogRegModel

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. def $$[T](feature: StructFeature[T]): T

   

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   protected

   Definition Classes

   HasFeatures

5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

   

   Attributes

   protected

   Definition Classes

   HasFeatures

6. def $$[T](feature: ArrayFeature[T]): Array[T]

   

   Attributes

   protected

   Definition Classes

   HasFeatures

7. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

8. lazy val after: Int

   

   Definition Classes

   AssertionLogRegModel → Windowing

9. val afterParam: IntParam

   

10. val annotatorType: AnnotatorType

    

    Definition Classes

    AssertionLogRegModel → HasAnnotatorType

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

    

    Definition Classes

    Windowing

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

    

    Definition Classes

    Windowing

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

    

    Definition Classes

    Windowing

14. def applyWindowUdf: UserDefinedFunction

    

    Definition Classes

    Windowing

15. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

16. lazy val before: Int

    

    Definition Classes

    AssertionLogRegModel → Windowing

17. val beforeParam: IntParam

    

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

    

    Definition Classes

    Params

19. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

20. def close(): Unit

    

    Definition Classes

    HasWordEmbeddings → AutoCloseable

21. def copy(extra: ParamMap): AssertionLogRegModel

    

    requirement for annotators copies

    requirement for annotators copies

    Definition Classes

    AssertionLogRegModel → Model → Transformer → 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. def deserializeEmbeddings(path: String, spark: SparkContext): Unit

    

    Definition Classes

    HasWordEmbeddings

25. lazy val embeddings: Option[WordEmbeddings]

    

    Definition Classes

    HasWordEmbeddings

26. val endParam: Param[String]

    

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

    

    Definition Classes

    AnyRef

28. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

30. def explainParams(): String

    

    Definition Classes

    Params

31. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

33. def extractTextUdf: UserDefinedFunction

    

34. val features: ArrayBuffer[Feature[_, _, _]]

    

    Definition Classes

    HasFeatures

35. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

36. def get[T](feature: StructFeature[T]): Option[T]

    

    Attributes

    protected

    Definition Classes

    HasFeatures

37. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

    

    Attributes

    protected

    Definition Classes

    HasFeatures

38. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

    

    Attributes

    protected

    Definition Classes

    HasFeatures

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

42. def getEmbeddingsSerializedPath(path: String): Path

    

    Definition Classes

    HasWordEmbeddings

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 hasParent: Boolean

    

    Definition Classes

    Model

50. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

51. val indexPath: Param[String]

    

    Definition Classes

    HasWordEmbeddings

52. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

53. 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

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

    

    Definition Classes

    Params

55. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

57. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Definition Classes

    Windowing

59. var labelMap: MapFeature[Double, String]

    

60. def log: Logger

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

62. def logDebug(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

64. def logError(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

66. def logInfo(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

67. def logName: String

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

69. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

72. var model: StructFeature[LogisticRegressionModel]

    

73. def moveFolderFiles(folderSrc: String, folderDst: String): Unit

    

    Definition Classes

    HasWordEmbeddings

74. val nDims: IntParam

    

    Definition Classes

    HasWordEmbeddings

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

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    Windowing

77. final def notify(): Unit

    

    Definition Classes

    AnyRef

78. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

79. def onWrite(path: String, spark: SparkSession): Unit

    

    Definition Classes

    HasWordEmbeddings → ParamsAndFeaturesWritable

80. final val outputCol: Param[String]

    

    Attributes

    protected

    Definition Classes

    HasOutputAnnotationCol

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

    

    Definition Classes

    Params

82. var parent: Estimator[AssertionLogRegModel]

    

    Definition Classes

    Model

83. 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

    AssertionLogRegModel → HasInputAnnotationCols

84. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

85. def serializeEmbeddings(path: String, spark: SparkContext): Unit

    

    Definition Classes

    HasWordEmbeddings

86. def set[T](feature: StructFeature[T], value: T): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

87. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

88. def set[T](feature: ArrayFeature[T], value: Array[T]): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

89. final def set(paramPair: ParamPair[_]): AssertionLogRegModel.this.type

    

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    protected

    Definition Classes

    Params

90. final def set(param: String, value: Any): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

92. def setAfter(after: Int): AssertionLogRegModel.this.type

    

93. def setBefore(before: Int): AssertionLogRegModel.this.type

    

94. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

95. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

96. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    HasFeatures

97. final def setDefault(paramPairs: ParamPair[_]*): AssertionLogRegModel.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

99. def setDims(nDims: Int): AssertionLogRegModel.this.type

    

    Definition Classes

    HasWordEmbeddings

100. def setEnd(end: String): AssertionLogRegModel.this.type

     

101. def setIndexPath(path: String): AssertionLogRegModel.this.type

     

     Definition Classes

     HasWordEmbeddings

102. final def setInputCols(value: String*): AssertionLogRegModel.this.type

     

     Definition Classes

     HasInputAnnotationCols

103. final def setInputCols(value: Array[String]): AssertionLogRegModel.this.type

     

     Overrides required annotators column if different than default

     Overrides required annotators column if different than default

     Definition Classes

     HasInputAnnotationCols

104. def setLabelMap(labelMappings: Map[String, Double]): AssertionLogRegModel.this.type

     

105. def setModel(m: LogisticRegressionModel): AssertionLogRegModel.this.type

     

106. final def setOutputCol(value: String): AssertionLogRegModel.this.type

     

     Overrides annotation column name when transforming

     Overrides annotation column name when transforming

     Definition Classes

     HasOutputAnnotationCol

107. def setParent(parent: Estimator[AssertionLogRegModel]): AssertionLogRegModel

     

     Definition Classes

     Model

108. def setStart(start: String): AssertionLogRegModel.this.type

     

109. def setTargetCol(target: String): AssertionLogRegModel.this.type

     

110. val startParam: Param[String]

     

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

     

     Definition Classes

     AnyRef

112. val target: Param[String]

     

113. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

114. val tokenizer: Tokenizer

     

     Definition Classes

     AssertionLogRegModel → Windowing

115. final def transform(dataset: Dataset[_]): DataFrame

     

     Definition Classes

     AssertionLogRegModel → Transformer

116. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

117. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     

     requirement for pipeline transformation validation.

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

     Definition Classes

     TransformModelSchema

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

120. val uid: String

     

     Definition Classes

     AssertionLogRegModel → Identifiable

121. 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

122. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

125. lazy val wordVectors: Option[WordEmbeddings]

     

     Definition Classes

     AssertionLogRegModel → Windowing

126. def write: MLWriter

     

     Definition Classes

     ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable