Trait

com.microsoft.ml.spark

LIMEBase

Related Doc: package spark

Permalink

trait LIMEBase extends LIMEParams with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Grouped
  2. Alphabetic
  3. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

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

    Permalink
    Definition Classes
    Params
  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

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

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

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  5. def arrToMat(dvs: Seq[DenseVector]): DenseMatrix

    Permalink
    Attributes
    protected
  6. val arrToMatUDF: UserDefinedFunction

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

    Permalink
    Attributes
    protected
  8. val arrToVectUDF: UserDefinedFunction

    Permalink
    Attributes
    protected
  9. final def asInstanceOf[T0]: T0

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

    Permalink
    Definition Classes
    Params
  11. def clone(): AnyRef

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

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

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

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

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

    Permalink
    Definition Classes
    Params
  17. def explainParams(): String

    Permalink
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap

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

    Permalink
    Definition Classes
    Params
  20. def finalize(): Unit

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

    Permalink
    Attributes
    protected
  22. final def get[T](param: Param[T]): Option[T]

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

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

    Permalink
    Definition Classes
    Params
  25. def getInputCol: String

    Permalink

    Definition Classes
    HasInputCol
  26. def getModel: Transformer

    Permalink
    Definition Classes
    LIMEParams
  27. def getNSamples: Int

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

    Permalink
    Definition Classes
    Params
  29. def getOutputCol: String

    Permalink

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

    Permalink
    Definition Classes
    Params
  31. final def getPredictionCol: String

    Permalink
    Definition Classes
    HasPredictionCol
  32. def getRegularization: Double

    Permalink
    Definition Classes
    LIMEParams
  33. val getSampleUDF: UserDefinedFunction

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

    Permalink
    Attributes
    protected
  35. def getSamplingFraction: Double

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

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

    Permalink
    Definition Classes
    Params
  38. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  39. val inputCol: Param[String]

    Permalink

    The name of the input column

    The name of the input column

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

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

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

    Permalink
    Definition Classes
    Params
  43. val model: TransformerParam

    Permalink
    Definition Classes
    LIMEParams
  44. val nSamples: IntParam

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

    Permalink
    Definition Classes
    AnyRef
  46. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  47. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  48. val outputCol: Param[String]

    Permalink

    The name of the output column

    The name of the output column

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

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

    Permalink
    Definition Classes
    HasPredictionCol
  51. val regularization: DoubleParam

    Permalink
    Definition Classes
    LIMEParams
  52. val samplingFraction: DoubleParam

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  55. final def set(param: String, value: Any): LIMEBase.this.type

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

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

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

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

    Permalink

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

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

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

    Permalink

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

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

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

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

    Permalink
    Definition Classes
    AnyRef
  67. def toString(): String

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

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

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

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

    Permalink
    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

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members