Packages

trait LIMEBase extends LIMEParams with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
ImageLIME, TabularLIMEModel, TextLIME
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LIMEBase
  2. ComplexParamsWritable
  3. MLWritable
  4. LIMEParams
  5. HasPredictionCol
  6. HasOutputCol
  7. HasInputCol
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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 arrToMat(dvs: Seq[DenseVector]): DenseMatrix
    Attributes
    protected
  6. val arrToMatUDF: UserDefinedFunction
    Attributes
    protected
  7. def arrToVect(ds: Seq[Double]): DenseVector
    Attributes
    protected
  8. val arrToVectUDF: UserDefinedFunction
    Attributes
    protected
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. final def clear(param: Param[_]): LIMEBase.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. val fitLassoUDF: UserDefinedFunction
    Attributes
    protected
  22. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  23. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  24. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getInputCol: String

    Definition Classes
    HasInputCol
  26. def getModel: Transformer
    Definition Classes
    LIMEParams
  27. def getNSamples: Int
    Definition Classes
    LIMEParams
  28. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  29. def getOutputCol: String

    Definition Classes
    HasOutputCol
  30. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  31. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  32. def getRegularization: Double
    Definition Classes
    LIMEParams
  33. val getSampleUDF: UserDefinedFunction
    Attributes
    protected
  34. def getSamples(n: Int): Seq[Seq[Boolean]]
    Attributes
    protected
  35. def getSamplingFraction: Double
    Definition Classes
    LIMEParams
  36. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  37. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  38. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  39. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  40. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  41. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  42. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  43. val model: TransformerParam
    Definition Classes
    LIMEParams
  44. val nSamples: IntParam
    Definition Classes
    LIMEParams
  45. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  47. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  48. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  49. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  50. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  51. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  52. val samplingFraction: DoubleParam
    Definition Classes
    LIMEParams
  53. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  54. final def set(paramPair: ParamPair[_]): LIMEBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  55. final def set(param: String, value: Any): LIMEBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  56. final def set[T](param: Param[T], value: T): LIMEBase.this.type
    Definition Classes
    Params
  57. final def setDefault(paramPairs: ParamPair[_]*): LIMEBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  58. final def setDefault[T](param: Param[T], value: T): LIMEBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  59. def setInputCol(value: String): LIMEBase.this.type

    Definition Classes
    HasInputCol
  60. def setModel(v: Transformer): LIMEBase.this.type
    Definition Classes
    LIMEParams
  61. def setNSamples(v: Int): LIMEBase.this.type
    Definition Classes
    LIMEParams
  62. def setOutputCol(value: String): LIMEBase.this.type

    Definition Classes
    HasOutputCol
  63. def setPredictionCol(v: String): LIMEBase.this.type
    Definition Classes
    LIMEParams
  64. def setRegularization(v: Double): LIMEBase.this.type
    Definition Classes
    LIMEParams
  65. def setSamplingFraction(d: Double): LIMEBase.this.type
    Definition Classes
    LIMEParams
  66. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  67. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  68. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  69. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  70. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  71. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from LIMEParams

Inherited from HasPredictionCol

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped