trait LIMEParams extends HasNumSamples with HasMetricsCol

Self Type
LIMEBase
Linear Supertypes
HasMetricsCol, HasNumSamples, CanValidateSchema, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
ImageLIME, ImageLIMEParams, LIMEBase, TabularLIME, TextLIME, TextLIMEParams, VectorLIME
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  2. By Inheritance
Inherited
  1. LIMEParams
  2. HasMetricsCol
  3. HasNumSamples
  4. CanValidateSchema
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. 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 clear(param: Param[_]): LIMEParams.this.type
    Definition Classes
    Params
  2. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  3. def explainParams(): String
    Definition Classes
    Params
  4. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  5. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  6. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  7. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. def getKernelWidth: Double
  9. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  10. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  11. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  12. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  13. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  14. def getRegularization: Double
  15. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  16. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  17. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  18. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  19. val kernelWidth: DoubleParam
  20. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  21. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  22. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  23. val regularization: DoubleParam
  24. final def set[T](param: Param[T], value: T): LIMEParams.this.type
    Definition Classes
    Params
  25. def setKernelWidth(v: Double): LIMEParams.this.type
  26. final def setMetricsCol(v: String): LIMEParams.this.type
    Definition Classes
    HasMetricsCol
  27. final def setNumSamples(value: Int): LIMEParams.this.type
    Definition Classes
    HasNumSamples
  28. def setRegularization(v: Double): LIMEParams.this.type
  29. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any