Packages

t

org.isarnproject.pipelines.spark.params

TDigestFIModelParams

trait TDigestFIModelParams extends Params with HasFeaturesCol with DefaultParamsWritable

Linear Supertypes
HasFeaturesCol, DefaultParamsWritable, MLWritable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
TDigestFIModel
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Inherited
  1. TDigestFIModelParams
  2. HasFeaturesCol
  3. DefaultParamsWritable
  4. MLWritable
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Visibility
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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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): TDigestFIModelParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final val deviationMeasure: Param[String]

    Function to measure the change resulting from randomizing a feature value.

    Function to measure the change resulting from randomizing a feature value. Defaults to "auto" (detects whether model is regression or classification). Options: "auto", "dev-rate" (class), "abs-dev" (reg), "rms-dev" (reg)

  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  13. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  14. def explainParams(): String
    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  17. final val featureNames: StringArrayParam

    Names to use for features.

    Names to use for features. Defaults to f1, f2, ...

  18. final val featuresCol: Param[String]

    Column containing feature vectors.

    Column containing feature vectors. Expected type is ML Vector. Defaults to "features"

    Definition Classes
    HasFeaturesCol
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  22. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  23. final def getDeviationMeasure: String
  24. final def getFeatureNames: Array[String]
  25. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  26. final def getImportanceCol: String
  27. final def getNameCol: String
  28. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  29. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  30. final def getTargetModel: AnyRef
  31. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  32. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  33. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  34. final val importanceCol: Param[String]

    Column name to use for feature importances.

    Column name to use for feature importances. Defaults to "importance"

  35. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  36. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  37. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final val nameCol: Param[String]

    Column name to use for feature names.

    Column name to use for feature names. Defaults to "name"

  39. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  41. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  43. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  44. final def set(paramPair: ParamPair[_]): TDigestFIModelParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  45. final def set(param: String, value: Any): TDigestFIModelParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  46. final def set[T](param: Param[T], value: T): TDigestFIModelParams.this.type
    Definition Classes
    Params
  47. final def setDefault(paramPairs: ParamPair[_]*): TDigestFIModelParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  48. final def setDefault[T](param: Param[T], value: T): TDigestFIModelParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def setDeviationMeasure(value: String): TDigestFIModelParams.this.type
  50. final def setFeatureNames(value: Array[String]): TDigestFIModelParams.this.type
  51. final def setFeaturesCol(value: String): TDigestFIModelParams.this.type
    Definition Classes
    HasFeaturesCol
  52. final def setImportanceCol(value: String): TDigestFIModelParams.this.type
  53. final def setNameCol(value: String): TDigestFIModelParams.this.type
  54. final def setTargetModel(value: AnyRef): TDigestFIModelParams.this.type
  55. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  56. final val targetModel: Param[AnyRef]

    A predictive model to compute variable importances against.

    A predictive model to compute variable importances against. No default.

  57. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  58. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  59. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  60. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  61. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from HasFeaturesCol

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

param

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