TabularLIMEModel

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. def additionalPythonMethods(): String

   

   Definition Classes

   Wrappable

6. def arrToMat(dvs: Seq[DenseVector]): DenseMatrix

   

   Attributes

   protected

   Definition Classes

   LIMEBase

7. val arrToMatUDF: UserDefinedFunction

   

   Attributes

   protected

   Definition Classes

   LIMEBase

8. def arrToVect(ds: Seq[Double]): DenseVector

   

   Attributes

   protected

   Definition Classes

   LIMEBase

9. val arrToVectUDF: UserDefinedFunction

   

   Attributes

   protected

   Definition Classes

   LIMEBase

10. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

11. final def clear(param: Param[_]): TabularLIMEModel.this.type

    

    Definition Classes

    Params

12. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

13. val columnMeans: DoubleArrayParam

    

14. val columnSTDs: DoubleArrayParam

    

15. def copy(extra: ParamMap): TabularLIMEModel

    

    Definition Classes

    TabularLIMEModel → Model → Transformer → PipelineStage → Params

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

    

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    protected

    Definition Classes

    Params

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

    

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    protected

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef

19. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

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

    

    Definition Classes

    Params

21. def explainParams(): String

    

    Definition Classes

    Params

22. final def extractParamMap(): ParamMap

    

    Definition Classes

    Params

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

    

    Definition Classes

    Params

24. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

25. val fitLassoUDF: UserDefinedFunction

    

    Attributes

    protected

    Definition Classes

    LIMEBase

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

    

    Definition Classes

    Params

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

    

    Definition Classes

    AnyRef → Any

28. def getColumnMeans: Array[Double]

    

29. def getColumnSTDs: Array[Double]

    

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

    

    Definition Classes

    Params

31. def getInputCol: String

    
    Definition Classes

    HasInputCol

32. def getModel: Transformer

    

    Definition Classes

    LIMEParams

33. def getNSamples: Int

    

    Definition Classes

    LIMEParams

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

    

    Definition Classes

    Params

35. def getOutputCol: String

    
    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

37. final def getPredictionCol: String

    

    Definition Classes

    HasPredictionCol

38. def getRegularization: Double

    

    Definition Classes

    LIMEParams

39. val getSampleUDF: UserDefinedFunction

    

    Attributes

    protected

    Definition Classes

    LIMEBase

40. def getSamples(n: Int): Seq[Seq[Boolean]]

    

    Attributes

    protected

    Definition Classes

    LIMEBase

41. def getSamplingFraction: Double

    

    Definition Classes

    LIMEParams

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

    

    Definition Classes

    Params

43. def hasParam(paramName: String): Boolean

    

    Definition Classes

    Params

44. def hasParent: Boolean

    

    Definition Classes

    Model

45. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

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

    

    Attributes

    protected

    Definition Classes

    Logging

47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

48. val inputCol: Param[String]

    

    The name of the input column

    The name of the input column

    Definition Classes

    HasInputCol

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

    

    Definition Classes

    Params

50. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    Params

52. def isTraceEnabled(): Boolean

    

    Attributes

    protected

    Definition Classes

    Logging

53. def log: Logger

    

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    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

55. def logDebug(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

57. def logError(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

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

    

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    Definition Classes

    Logging

59. def logInfo(msg: ⇒ String): Unit

    

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    protected

    Definition Classes

    Logging

60. def logName: String

    

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    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

62. def logTrace(msg: ⇒ String): Unit

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

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

    

    Attributes

    protected

    Definition Classes

    Logging

65. val model: TransformerParam

    

    Definition Classes

    LIMEParams

66. val nSamples: IntParam

    

    Definition Classes

    LIMEParams

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

    

    Definition Classes

    AnyRef

68. final def notify(): Unit

    

    Definition Classes

    AnyRef

69. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

70. val outputCol: Param[String]

    

    The name of the output column

    The name of the output column

    Definition Classes

    HasOutputCol

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

    

    Definition Classes

    Params

72. var parent: Estimator[TabularLIMEModel]

    

    Definition Classes

    Model

73. final val predictionCol: Param[String]

    

    Definition Classes

    HasPredictionCol

74. val regularization: DoubleParam

    

    Definition Classes

    LIMEParams

75. val samplingFraction: DoubleParam

    

    Definition Classes

    LIMEParams

76. def save(path: String): Unit

    

    Definition Classes

    MLWritable

    Annotations

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

77. final def set(paramPair: ParamPair[_]): TabularLIMEModel.this.type

    

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    protected

    Definition Classes

    Params

78. final def set(param: String, value: Any): TabularLIMEModel.this.type

    

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    protected

    Definition Classes

    Params

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

    

    Definition Classes

    Params

80. def setColumnMeans(v: Array[Double]): TabularLIMEModel.this.type

    

81. def setColumnSTDs(v: Array[Double]): TabularLIMEModel.this.type

    

82. final def setDefault(paramPairs: ParamPair[_]*): TabularLIMEModel.this.type

    

    Attributes

    protected

    Definition Classes

    Params

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

    

    Attributes

    protected

    Definition Classes

    Params

84. def setInputCol(value: String): TabularLIMEModel.this.type

    
    Definition Classes

    HasInputCol

85. def setModel(v: Transformer): TabularLIMEModel.this.type

    

    Definition Classes

    LIMEParams

86. def setNSamples(v: Int): TabularLIMEModel.this.type

    

    Definition Classes

    LIMEParams

87. def setOutputCol(value: String): TabularLIMEModel.this.type

    
    Definition Classes

    HasOutputCol

88. def setParent(parent: Estimator[TabularLIMEModel]): TabularLIMEModel

    

    Definition Classes

    Model

89. def setPredictionCol(v: String): TabularLIMEModel.this.type

    

    Definition Classes

    LIMEParams

90. def setRegularization(v: Double): TabularLIMEModel.this.type

    

    Definition Classes

    LIMEParams

91. def setSamplingFraction(d: Double): TabularLIMEModel.this.type

    

    Definition Classes

    LIMEParams

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

    

    Definition Classes

    AnyRef

93. def toString(): String

    

    Definition Classes

    Identifiable → AnyRef → Any

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

    

    Definition Classes

    TabularLIMEModel → Transformer

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

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" )

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

    

    Definition Classes

    Transformer

    Annotations

    @Since( "2.0.0" ) @varargs()

97. def transformSchema(schema: StructType): StructType

    

    Definition Classes

    TabularLIMEModel → PipelineStage

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

    

    Attributes

    protected

    Definition Classes

    PipelineStage

    Annotations

    @DeveloperApi()

99. val uid: String

    

    Definition Classes

    TabularLIMEModel → Identifiable

100. final def wait(): Unit

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

103. def write: MLWriter

     

     Definition Classes

     ComplexParamsWritable → MLWritable