Trait/Object

org.apache.spark.ml.regression

BaggingRegressorParams

Related Docs: object BaggingRegressorParams | package regression

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trait BaggingRegressorParams extends BaggingParams

Linear Supertypes
BaggingParams, SubSpaceParams, HasSeed, HasBaseLearner, HasWeightCol, HasParallelism, HasMaxIter, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. BaggingRegressorParams
  2. BaggingParams
  3. SubSpaceParams
  4. HasSeed
  5. HasBaseLearner
  6. HasWeightCol
  7. HasParallelism
  8. HasMaxIter
  9. PredictorParams
  10. HasPredictionCol
  11. HasFeaturesCol
  12. HasLabelCol
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Abstract Value Members

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

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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

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

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

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    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val baseLearner: Param[EnsemblePredictorType]

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    param for the estimator that will be used by the ensemble learner as a base learner

    param for the estimator that will be used by the ensemble learner as a base learner

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

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    Definition Classes
    Params
  8. def clone(): AnyRef

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

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

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

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

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

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    Definition Classes
    Params
  14. def explainParams(): String

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

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

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

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    Definition Classes
    HasFeaturesCol
  18. def finalize(): Unit

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

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    Definition Classes
    Params
  20. def getBaseLearner: EnsemblePredictorType

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

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

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    Definition Classes
    Params
  23. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  24. final def getLabelCol: String

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    Definition Classes
    HasLabelCol
  25. final def getMaxIter: Int

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    Definition Classes
    HasMaxIter
  26. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  27. def getParallelism: Int

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

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    Definition Classes
    Params
  29. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  30. def getReplacement: Boolean

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    Definition Classes
    SubSpaceParams
  31. def getReplacementFeatures: Boolean

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    Definition Classes
    SubSpaceParams
  32. def getSampleRatio: Double

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    Definition Classes
    SubSpaceParams
  33. def getSampleRatioFeatures: Double

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    Definition Classes
    SubSpaceParams
  34. final def getSeed: Long

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    Definition Classes
    HasSeed
  35. final def getWeightCol: String

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

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

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    Definition Classes
    Params
  38. def hashCode(): Int

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

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  40. final def isInstanceOf[T0]: Boolean

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

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

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    Definition Classes
    HasLabelCol
  43. final val maxIter: IntParam

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    Definition Classes
    HasMaxIter
  44. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  45. final def notify(): Unit

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    Definition Classes
    AnyRef
  46. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  47. val parallelism: IntParam

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

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

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    Definition Classes
    HasPredictionCol
  50. val replacement: Param[Boolean]

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    param for whether samples are drawn with replacement

    param for whether samples are drawn with replacement

    Definition Classes
    SubSpaceParams
  51. val replacementFeatures: Param[Boolean]

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    param for whether samples are drawn with replacement

    param for whether samples are drawn with replacement

    Definition Classes
    SubSpaceParams
  52. val sampleRatio: Param[Double]

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    param for ratio of rows sampled out of the dataset

    param for ratio of rows sampled out of the dataset

    Definition Classes
    SubSpaceParams
  53. val sampleRatioFeatures: Param[Double]

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    param for ratio of rows sampled out of the dataset

    param for ratio of rows sampled out of the dataset

    Definition Classes
    SubSpaceParams
  54. final val seed: LongParam

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    Definition Classes
    HasSeed
  55. final def set(paramPair: ParamPair[_]): BaggingRegressorParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  56. final def set(param: String, value: Any): BaggingRegressorParams.this.type

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

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    Definition Classes
    Params
  58. final def setDefault(paramPairs: ParamPair[_]*): BaggingRegressorParams.this.type

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

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

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    Definition Classes
    AnyRef
  61. def toString(): String

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

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

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

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    Definition Classes
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    Annotations
    @throws( ... )
  65. final def wait(arg0: Long): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  66. final val weightCol: Param[String]

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    Definition Classes
    HasWeightCol

Inherited from BaggingParams

Inherited from SubSpaceParams

Inherited from HasSeed

Inherited from HasBaseLearner

Inherited from HasWeightCol

Inherited from HasParallelism

Inherited from HasMaxIter

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