Class/Object

com.microsoft.ml.spark.lime

TabularLIME

Related Docs: object TabularLIME | package lime

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class TabularLIME extends Estimator[TabularLIMEModel] with LIMEParams with Wrappable with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Wrappable, Estimator[TabularLIMEModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. TabularLIME
  2. ComplexParamsWritable
  3. MLWritable
  4. LIMEParams
  5. HasPredictionCol
  6. HasOutputCol
  7. HasInputCol
  8. Wrappable
  9. Estimator
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new TabularLIME()

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  2. new TabularLIME(uid: String)

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Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def additionalPythonMethods(): String

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    Definition Classes
    Wrappable
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. final def clear(param: Param[_]): TabularLIME.this.type

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    Definition Classes
    Params
  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def copy(extra: ParamMap): TabularLIME

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    Definition Classes
    TabularLIME → Estimator → PipelineStage → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  11. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  14. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  15. def explainParams(): String

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    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  18. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. def fit(dataset: Dataset[_]): TabularLIMEModel

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    Definition Classes
    TabularLIME → Estimator
  20. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[TabularLIMEModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  21. def fit(dataset: Dataset[_], paramMap: ParamMap): TabularLIMEModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TabularLIMEModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  23. final def get[T](param: Param[T]): Option[T]

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

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    Definition Classes
    AnyRef → Any
  25. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  26. def getInputCol: String

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    Definition Classes
    HasInputCol
  27. def getModel: Transformer

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    Definition Classes
    LIMEParams
  28. def getNSamples: Int

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    Definition Classes
    LIMEParams
  29. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  30. def getOutputCol: String

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

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    Definition Classes
    Params
  32. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  33. def getRegularization: Double

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    Definition Classes
    LIMEParams
  34. def getSamplingFraction: Double

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    Definition Classes
    LIMEParams
  35. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. val inputCol: Param[String]

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    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  41. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  42. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  43. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  44. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  45. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  52. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  53. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  55. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  56. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  57. val model: TransformerParam

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    Definition Classes
    LIMEParams
  58. val nSamples: IntParam

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    Definition Classes
    LIMEParams
  59. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  60. final def notify(): Unit

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    Definition Classes
    AnyRef
  61. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  62. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  63. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  64. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol
  65. val regularization: DoubleParam

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    Definition Classes
    LIMEParams
  66. val samplingFraction: DoubleParam

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    Definition Classes
    LIMEParams
  67. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  68. final def set(paramPair: ParamPair[_]): TabularLIME.this.type

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    Attributes
    protected
    Definition Classes
    Params
  69. final def set(param: String, value: Any): TabularLIME.this.type

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    Attributes
    protected
    Definition Classes
    Params
  70. final def set[T](param: Param[T], value: T): TabularLIME.this.type

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    Definition Classes
    Params
  71. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type

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    Attributes
    protected
    Definition Classes
    Params
  72. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type

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    Attributes
    protected
    Definition Classes
    Params
  73. def setInputCol(value: String): TabularLIME.this.type

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    Definition Classes
    HasInputCol
  74. def setModel(v: Transformer): TabularLIME.this.type

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    Definition Classes
    LIMEParams
  75. def setNSamples(v: Int): TabularLIME.this.type

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    Definition Classes
    LIMEParams
  76. def setOutputCol(value: String): TabularLIME.this.type

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    Definition Classes
    HasOutputCol
  77. def setPredictionCol(v: String): TabularLIME.this.type

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    Definition Classes
    LIMEParams
  78. def setRegularization(v: Double): TabularLIME.this.type

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    Definition Classes
    LIMEParams
  79. def setSamplingFraction(d: Double): TabularLIME.this.type

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

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    Definition Classes
    AnyRef
  81. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  82. def transformSchema(schema: StructType): StructType

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    Definition Classes
    TabularLIME → PipelineStage
  83. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  84. val uid: String

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    Definition Classes
    TabularLIME → Identifiable
  85. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  86. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  87. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  88. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from LIMEParams

Inherited from HasPredictionCol

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Wrappable

Inherited from Estimator[TabularLIMEModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped