Trait/Object

org.apache.spark.ml.classification

StackingClassifierParams

Related Docs: object StackingClassifierParams | package classification

Permalink

trait StackingClassifierParams extends StackingParams with ClassifierParams

Linear Supertypes
ClassifierParams, HasRawPredictionCol, StackingParams, HasBaseLearners, HasStacker, HasSeed, HasParallelism, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. StackingClassifierParams
  2. ClassifierParams
  3. HasRawPredictionCol
  4. StackingParams
  5. HasBaseLearners
  6. HasStacker
  7. HasSeed
  8. HasParallelism
  9. PredictorParams
  10. HasPredictionCol
  11. HasFeaturesCol
  12. HasLabelCol
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. 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[_]): StackingClassifierParams.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 getRawPredictionCol: String

    Permalink
    Definition Classes
    HasRawPredictionCol
  30. final def getSeed: Long

    Permalink
    Definition Classes
    HasSeed
  31. def getStacker: EnsemblePredictorType

    Permalink

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

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

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

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    AnyRef
  42. val parallelism: IntParam

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

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

    Permalink
    Definition Classes
    HasPredictionCol
  45. final val rawPredictionCol: Param[String]

    Permalink
    Definition Classes
    HasRawPredictionCol
  46. final val seed: LongParam

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  52. 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
  53. final def synchronized[T0](arg0: ⇒ T0): T0

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ClassifierParams → PredictorParams
  56. final def wait(): Unit

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

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

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

Inherited from ClassifierParams

Inherited from HasRawPredictionCol

Inherited from StackingParams

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