SyntheticFeatureGenTransformer

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

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3. final def $[T](param: Param[T]): T

   

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

   

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5. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

6. final val automlInternalId: Param[String]

   

   Definition Classes

   HasAutoMlIdColumn

7. final val cardinalityThreshold: IntParam

   

8. final def clear(param: Param[_]): SyntheticFeatureGenTransformer.this.type

   

   Definition Classes

   Params

9. def clone(): AnyRef

   

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   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

10. def copy(extra: ParamMap): SyntheticFeatureGenTransformer

    

    Definition Classes

    SyntheticFeatureGenTransformer → Transformer → PipelineStage → Params

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

    

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    Definition Classes

    Params

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

    

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    Params

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

    

    Definition Classes

    AnyRef

14. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

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    Params

16. def explainParams(): String

    

    Definition Classes

    Params

17. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

19. final val featureCol: Param[String]

    

    Definition Classes

    HasFeatureColumn

20. final val fieldsToIgnore: StringArrayParam

    

    Definition Classes

    HasFieldsToIgnore

21. def finalize(): Unit

    

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    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    Params

23. def getAutomlInternalId: String

    

    Definition Classes

    HasAutoMlIdColumn

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

    

    Definition Classes

    AnyRef → Any

25. def getDebugEnabled: Boolean

    

    Definition Classes

    HasDebug

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

    

    Definition Classes

    Params

27. def getFeatureCol: String

    

    Definition Classes

    HasFeatureColumn

28. def getFieldsToIgnore: Array[String]

    

    Definition Classes

    HasFieldsToIgnore

29. def getLabelColumn: String

    

    Definition Classes

    HasLabelColumn

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

32. def getPipelineId: String

    

    Definition Classes

    HasPipelineId

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

    

    Definition Classes

    Params

34. def hasParam(paramName: String): Boolean

    

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    Params

35. def hashCode(): Int

    

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    AnyRef → Any

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

    

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    Definition Classes

    Logging

37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

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    protected

    Definition Classes

    Logging

38. final val isDebugEnabled: BooleanParam

    

    Definition Classes

    HasDebug

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

    

    Definition Classes

    Params

40. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

42. def isTraceEnabled(): Boolean

    

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    protected

    Definition Classes

    Logging

43. final val kGroups: IntParam

    

44. final val kMeansDistanceMeasurement: Param[String]

    

45. final val kMeansMaxIter: IntParam

    

46. final val kMeansPredictionCol: Param[String]

    

47. final val kMeansSeed: LongParam

    

48. final val kMeansTolerance: DoubleParam

    

49. final val labelBalanceMode: Param[String]

    

50. final val labelColumn: Param[String]

    

    Definition Classes

    HasLabelColumn

51. def log: Logger

    

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    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

53. def logDebug(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

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

    

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    Logging

55. def logError(msg: ⇒ String): Unit

    

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    Logging

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

    

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    Logging

57. def logInfo(msg: ⇒ String): Unit

    

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    Definition Classes

    Logging

58. def logName: String

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

60. def logTrace(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

61. def logTransformation(inputDataset: Dataset[_], outputDataset: Dataset[_], stageExecutionTime: Long): Unit

    

    Definition Classes

    HasDebug

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

    

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    protected

    Definition Classes

    Logging

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

    

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    protected

    Definition Classes

    Logging

64. final val lshHashTables: IntParam

    

65. final val lshOutputCol: Param[String]

    

66. final val lshSeed: LongParam

    

67. final val minimumVectorCountToMutate: IntParam

    

68. final val mutationMode: Param[String]

    

69. final val mutationValue: DoubleParam

    

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

    

    Definition Classes

    AnyRef

71. final def notify(): Unit

    

    Definition Classes

    AnyRef

72. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

73. final val numericRatio: DoubleParam

    

74. final val numericTarget: IntParam

    

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

    

    Definition Classes

    Params

76. final val pipelineId: Param[String]

    

    Definition Classes

    HasPipelineId

77. final val quorumCount: IntParam

    

78. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

79. final def set(paramPair: ParamPair[_]): SyntheticFeatureGenTransformer.this.type

    

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    Definition Classes

    Params

80. final def set(param: String, value: Any): SyntheticFeatureGenTransformer.this.type

    

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    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

82. def setAutomlInternalId(value: String): SyntheticFeatureGenTransformer.this.type

    

    Definition Classes

    HasAutoMlIdColumn

83. def setCardinalityThreshold(value: Int): SyntheticFeatureGenTransformer.this.type

    

84. def setDebugEnabled(value: Boolean): SyntheticFeatureGenTransformer.this.type

    

    Definition Classes

    HasDebug

85. final def setDefault(paramPairs: ParamPair[_]*): SyntheticFeatureGenTransformer.this.type

    

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    protected

    Definition Classes

    Params

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

    

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    protected

    Definition Classes

    Params

87. def setFeatureCol(value: String): SyntheticFeatureGenTransformer.this.type

    

    Definition Classes

    HasFeatureColumn

88. def setFieldsToIgnore(value: Array[String]): SyntheticFeatureGenTransformer.this.type

    

    Definition Classes

    HasFieldsToIgnore

89. def setKGroups(value: Int): SyntheticFeatureGenTransformer.this.type

    

90. def setKMeansDistanceMeasurement(value: String): SyntheticFeatureGenTransformer.this.type

    

91. def setKMeansMaxIter(value: Int): SyntheticFeatureGenTransformer.this.type

    

92. def setKMeansPredictionCol(value: String): SyntheticFeatureGenTransformer.this.type

    

93. def setKMeansSeed(value: Long): SyntheticFeatureGenTransformer.this.type

    

94. def setKMeansTolerance(value: Double): SyntheticFeatureGenTransformer.this.type

    

95. def setLabelBalanceMode(value: String): SyntheticFeatureGenTransformer.this.type

    

96. def setLabelColumn(value: String): SyntheticFeatureGenTransformer.this.type

    

    Definition Classes

    HasLabelColumn

97. def setLshHashTables(value: Int): SyntheticFeatureGenTransformer.this.type

    

98. def setLshOutputCol(value: String): SyntheticFeatureGenTransformer.this.type

    

99. def setLshSeed(value: Long): SyntheticFeatureGenTransformer.this.type

    

100. def setMinimumVectorCountToMutate(value: Int): SyntheticFeatureGenTransformer.this.type

     

101. def setMutationMode(value: String): SyntheticFeatureGenTransformer.this.type

     

102. def setMutationValue(value: Double): SyntheticFeatureGenTransformer.this.type

     

103. def setNumericRatio(value: Double): SyntheticFeatureGenTransformer.this.type

     

104. def setNumericTarget(value: Int): SyntheticFeatureGenTransformer.this.type

     

105. def setPipelineId(value: String): SyntheticFeatureGenTransformer.this.type

     

     Definition Classes

     HasPipelineId

106. def setQuorumCount(value: Int): SyntheticFeatureGenTransformer.this.type

     

107. def setSyntheticCol(value: String): SyntheticFeatureGenTransformer.this.type

     

108. def setVectorMutationMethod(value: String): SyntheticFeatureGenTransformer.this.type

     

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

     

     Definition Classes

     AnyRef

110. final val syntheticCol: Param[String]

     

111. def toString(): String

     

     Definition Classes

     Identifiable → AnyRef → Any

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

     

     Final overridden method that cannot be modified by AutoML transformers

     Final overridden method that cannot be modified by AutoML transformers

     returns

     Transformed DataFrame DataFrame

     Definition Classes

     AbstractTransformer → Transformer

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     

     Abstract Method to be implemented by all AutoML transformers

     Abstract Method to be implemented by all AutoML transformers

     returns

     transformed output DataFrame

     Definition Classes

     SyntheticFeatureGenTransformer → AbstractTransformer

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

     

     Final overridden method that cannot be modified by AutoML transformers

     Final overridden method that cannot be modified by AutoML transformers

     returns

     Transformed Schema StructType

     Definition Classes

     AbstractTransformer → PipelineStage

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

     

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

118. def transformSchemaInternal(schema: StructType): StructType

     

     Abstract Method to be implemented by all AutoML transformers

     Abstract Method to be implemented by all AutoML transformers

     returns

     schema of new output DataFrame StructType

     Definition Classes

     SyntheticFeatureGenTransformer → AbstractTransformer

119. val uid: String

     

     Definition Classes

     SyntheticFeatureGenTransformer → Identifiable

120. final val vectorMutationMethod: Param[String]

     

121. final def wait(): Unit

     

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     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

124. def write: MLWriter

     

     Definition Classes

     DefaultParamsWritable → MLWritable