Trait

com.microsoft.ml.spark.lime

LIMEBase

Related Doc: package lime

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trait LIMEBase extends LIMEParams with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. LIMEBase
  2. ComplexParamsWritable
  3. MLWritable
  4. LIMEParams
  5. HasPredictionCol
  6. HasOutputCol
  7. HasInputCol
  8. Wrappable
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

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

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    Attributes
    protected
  7. val arrToMatUDF: UserDefinedFunction

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

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    Attributes
    protected
  9. val arrToVectUDF: UserDefinedFunction

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    Attributes
    protected
  10. final def asInstanceOf[T0]: T0

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

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    Definition Classes
    Params
  12. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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

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    Definition Classes
    Params
  18. def explainParams(): String

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

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

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    Definition Classes
    Params
  21. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. val fitLassoUDF: UserDefinedFunction

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    protected
  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
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  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. val getSampleUDF: UserDefinedFunction

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    Attributes
    protected
  35. def getSamples(n: Int): Seq[Seq[Boolean]]

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    Attributes
    protected
  36. def getSamplingFraction: Double

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

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

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    Definition Classes
    Params
  39. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  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. val model: TransformerParam

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    Definition Classes
    LIMEParams
  45. val nSamples: IntParam

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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    Definition Classes
    HasPredictionCol
  52. val regularization: DoubleParam

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    Definition Classes
    LIMEParams
  53. val samplingFraction: DoubleParam

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

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

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    Params
  56. final def set(param: String, value: Any): LIMEBase.this.type

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    Params
  57. final def set[T](param: Param[T], value: T): LIMEBase.this.type

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

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    Params
  59. final def setDefault[T](param: Param[T], value: T): LIMEBase.this.type

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    Attributes
    protected
    Definition Classes
    Params
  60. def setInputCol(value: String): LIMEBase.this.type

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    Definition Classes
    HasInputCol
  61. def setModel(v: Transformer): LIMEBase.this.type

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    Definition Classes
    LIMEParams
  62. def setNSamples(v: Int): LIMEBase.this.type

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    Definition Classes
    LIMEParams
  63. def setOutputCol(value: String): LIMEBase.this.type

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    Definition Classes
    HasOutputCol
  64. def setPredictionCol(v: String): LIMEBase.this.type

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    Definition Classes
    LIMEParams
  65. def setRegularization(v: Double): LIMEBase.this.type

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    Definition Classes
    LIMEParams
  66. def setSamplingFraction(d: Double): LIMEBase.this.type

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

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    Definition Classes
    AnyRef
  68. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  69. final def wait(): Unit

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    Annotations
    @throws( ... )
  70. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  71. final def wait(arg0: Long): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  72. 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 Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped