VowpalWabbitFeaturizer

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. def additionalPythonMethods(): String

   

   Definition Classes

   HasAdditionalPythonMethods

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

7. final def clear(param: Param[_]): VowpalWabbitFeaturizer.this.type

   

   Definition Classes

   Params

8. def clone(): AnyRef

   

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   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

9. def copy(extra: ParamMap): VowpalWabbitFeaturizer

   

   Definition Classes

   VowpalWabbitFeaturizer → Transformer → PipelineStage → Params

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

    

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    Definition Classes

    Params

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

    

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    Params

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

    

    Definition Classes

    AnyRef

13. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

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    Params

15. def explainParams(): String

    

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    Params

16. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

18. def finalize(): Unit

    

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    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

22. def getInputCols: Array[String]

    
    Definition Classes

    HasInputCols

23. def getMask: Int

    
    returns

    the bitmask used to constrain the hash feature indices.

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    protected

    Definition Classes

    HasNumBits

24. def getNumBits: Int

    

    Definition Classes

    HasNumBits

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

    

    Definition Classes

    Params

26. def getOutputCol: String

    
    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

28. def getPrefixStringsWithColumnName: Boolean

    

29. def getPreserveOrderNumBits: Int

    

30. def getSeed: Int

    

31. def getStringSplitInputCols: Array[String]

    

32. def getSumCollisions: Boolean

    

    Definition Classes

    HasSumCollisions

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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    Logging

37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

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    Logging

38. val inputCols: StringArrayParam

    

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes

    HasInputCols

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

    

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    Params

42. def isTraceEnabled(): Boolean

    

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    Logging

43. def log: Logger

    

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    Logging

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

    

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    Logging

45. def logDebug(msg: ⇒ String): Unit

    

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    Logging

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

    

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    Logging

47. def logError(msg: ⇒ String): Unit

    

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    Logging

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

    

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    Logging

49. def logInfo(msg: ⇒ String): Unit

    

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    Logging

50. def logName: String

    

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    Logging

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

    

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    Logging

52. def logTrace(msg: ⇒ String): Unit

    

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    Logging

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

    

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    Logging

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

    

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    Logging

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

    

    Definition Classes

    AnyRef

56. final def notify(): Unit

    

    Definition Classes

    AnyRef

57. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

58. val numBits: IntParam

    

    Definition Classes

    HasNumBits

59. val outputCol: Param[String]

    

    The name of the output column

    The name of the output column

    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

61. val prefixStringsWithColumnName: BooleanParam

    

62. val preserveOrderNumBits: IntParam

    

63. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

64. val seed: IntParam

    

65. final def set(paramPair: ParamPair[_]): VowpalWabbitFeaturizer.this.type

    

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66. final def set(param: String, value: Any): VowpalWabbitFeaturizer.this.type

    

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    Definition Classes

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

    

    Definition Classes

    Params

68. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitFeaturizer.this.type

    

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

    

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    Definition Classes

    Params

70. def setInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type

    
    Definition Classes

    HasInputCols

71. def setNumBits(value: Int): VowpalWabbitFeaturizer.this.type

    

    Definition Classes

    HasNumBits

72. def setOutputCol(value: String): VowpalWabbitFeaturizer.this.type

    
    Definition Classes

    HasOutputCol

73. def setPrefixStringsWithColumnName(value: Boolean): VowpalWabbitFeaturizer.this.type

    

74. def setPreserveOrderNumBits(value: Int): VowpalWabbitFeaturizer.this.type

    

75. def setSeed(value: Int): VowpalWabbitFeaturizer.this.type

    

76. def setStringSplitInputCols(value: Array[String]): VowpalWabbitFeaturizer.this.type

    

77. def setSumCollisions(value: Boolean): VowpalWabbitFeaturizer.this.type

    

    Definition Classes

    HasSumCollisions

78. val stringSplitInputCols: StringArrayParam

    

79. val sumCollisions: BooleanParam

    

    Definition Classes

    HasSumCollisions

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

    

    Definition Classes

    AnyRef

81. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

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

    

    Definition Classes

    VowpalWabbitFeaturizer → Transformer

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

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" ) @varargs()

85. def transformSchema(schema: StructType): StructType

    

    Definition Classes

    VowpalWabbitFeaturizer → PipelineStage

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

    

    Attributes

    protected

    Definition Classes

    PipelineStage

    Annotations

    @DeveloperApi()

87. val uid: String

    

    Definition Classes

    VowpalWabbitFeaturizer → Identifiable

88. final def wait(): Unit

    

    Definition Classes

    AnyRef

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    @throws( ... )

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

    

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    AnyRef

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    @throws( ... )

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

    

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    AnyRef

    Annotations

    @throws( ... )

91. def write: MLWriter

    

    Definition Classes

    ComplexParamsWritable → MLWritable