Trait

org.apache.spark.ml.stacking

StackingParams

Related Doc: package stacking

Permalink

trait StackingParams extends PredictorParams with HasParallelism with HasSeed with HasStacker with HasBaseLearners

Linear Supertypes
HasBaseLearners, HasStacker, HasSeed, HasParallelism, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. StackingParams
  2. HasBaseLearners
  3. HasStacker
  4. HasSeed
  5. HasParallelism
  6. PredictorParams
  7. HasPredictionCol
  8. HasFeaturesCol
  9. HasLabelCol
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. 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. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  6. val baseLearners: Param[Array[EnsemblePredictorType]]

    Permalink

    param for the estimators that will be used by the ensemble learner as base learners

    param for the estimators that will be used by the ensemble learner as base learners

    Definition Classes
    HasBaseLearners
  7. final def clear(param: Param[_]): StackingParams.this.type

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

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

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    Params
  17. final val featuresCol: Param[String]

    Permalink
    Definition Classes
    HasFeaturesCol
  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  19. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  20. def getBaseLearners: Array[EnsemblePredictorType]

    Permalink

    Definition Classes
    HasBaseLearners
  21. final def getClass(): Class[_]

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

    Permalink
    Definition Classes
    Params
  23. final def getFeaturesCol: String

    Permalink
    Definition Classes
    HasFeaturesCol
  24. final def getLabelCol: String

    Permalink
    Definition Classes
    HasLabelCol
  25. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  26. def getParallelism: Int

    Permalink
    Definition Classes
    HasParallelism
  27. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params
  28. final def getPredictionCol: String

    Permalink
    Definition Classes
    HasPredictionCol
  29. final def getSeed: Long

    Permalink
    Definition Classes
    HasSeed
  30. def getStacker: EnsemblePredictorType

    Permalink

    Definition Classes
    HasStacker
  31. final def hasDefault[T](param: Param[T]): Boolean

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

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

    Permalink
    Definition Classes
    AnyRef → Any
  34. final def isDefined(param: Param[_]): Boolean

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

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

    Permalink
    Definition Classes
    Params
  37. final val labelCol: Param[String]

    Permalink
    Definition Classes
    HasLabelCol
  38. final def ne(arg0: AnyRef): Boolean

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

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

    Permalink
    Definition Classes
    AnyRef
  41. val parallelism: IntParam

    Permalink
    Definition Classes
    HasParallelism
  42. lazy val params: Array[Param[_]]

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

    Permalink
    Definition Classes
    HasPredictionCol
  44. final val seed: LongParam

    Permalink
    Definition Classes
    HasSeed
  45. final def set(paramPair: ParamPair[_]): StackingParams.this.type

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  50. val stacker: Param[EnsemblePredictorType]

    Permalink

    param for the estimator that will be used by the ensemble learner to aggregate results of base learner(s)

    param for the estimator that will be used by the ensemble learner to aggregate results of base learner(s)

    Definition Classes
    HasStacker
  51. final def synchronized[T0](arg0: ⇒ T0): T0

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

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  53. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PredictorParams
  54. final def wait(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasBaseLearners

Inherited from HasStacker

Inherited from HasSeed

Inherited from HasParallelism

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

Ungrouped