Trait/Object

org.apache.spark.ml.classification

BoostingClassifierParams

Related Docs: object BoostingClassifierParams | package classification

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trait BoostingClassifierParams extends BoostingParams with ClassifierParams

Linear Supertypes
ClassifierParams, HasRawPredictionCol, BoostingParams, HasLearningRate, HasBaseLearner, HasSeed, HasWeightCol, HasMaxIter, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. BoostingClassifierParams
  2. ClassifierParams
  3. HasRawPredictionCol
  4. BoostingParams
  5. HasLearningRate
  6. HasBaseLearner
  7. HasSeed
  8. HasWeightCol
  9. HasMaxIter
  10. PredictorParams
  11. HasPredictionCol
  12. HasFeaturesCol
  13. HasLabelCol
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. 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[_]): BoostingClassifierParams.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
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  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. def getLearningRate: Double

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    Definition Classes
    HasLearningRate
  26. def getLoss: String

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  27. final def getMaxIter: Int

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

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    Definition Classes
    Params
  29. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  30. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  31. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol
  32. final def getSeed: Long

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    Definition Classes
    HasSeed
  33. final def getWeightCol: String

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

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

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    Definition Classes
    Params
  36. def hashCode(): Int

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    Definition Classes
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  37. final def isDefined(param: Param[_]): Boolean

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  38. final def isInstanceOf[T0]: Boolean

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

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

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    Definition Classes
    HasLabelCol
  41. val learningRate: Param[Double]

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    param for the learning rate of the algorithm

    param for the learning rate of the algorithm

    Definition Classes
    HasLearningRate
  42. val loss: Param[String]

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    Loss function which Boosting tries to minimize.

    Loss function which Boosting tries to minimize. (case-insensitive) Supported: "exponential" (default = exponential)

  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. lazy val params: Array[Param[_]]

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

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

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    Definition Classes
    HasRawPredictionCol
  50. final val seed: LongParam

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

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    Attributes
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    Params
  52. final def set(param: String, value: Any): BoostingClassifierParams.this.type

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    Attributes
    protected
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    Params
  53. final def set[T](param: Param[T], value: T): BoostingClassifierParams.this.type

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

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

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    Attributes
    protected
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    Params
  56. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  57. def toString(): String

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

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

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

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

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

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    Definition Classes
    HasWeightCol

Inherited from ClassifierParams

Inherited from HasRawPredictionCol

Inherited from BoostingParams

Inherited from HasLearningRate

Inherited from HasBaseLearner

Inherited from HasSeed

Inherited from HasWeightCol

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