Trait

org.apache.spark.ml.boosting

GBMParams

Related Doc: package boosting

Permalink

trait GBMParams extends PredictorParams with HasMaxIter with HasWeightCol with HasSeed with HasBaseLearner with HasLearningRate with HasTol

Linear Supertypes
HasTol, HasLearningRate, HasBaseLearner, HasSeed, HasWeightCol, HasMaxIter, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. GBMParams
  2. HasTol
  3. HasLearningRate
  4. HasBaseLearner
  5. HasSeed
  6. HasWeightCol
  7. HasMaxIter
  8. PredictorParams
  9. HasPredictionCol
  10. HasFeaturesCol
  11. HasLabelCol
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. 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 baseLearner: Param[EnsemblePredictorType]

    Permalink

    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[_]): GBMParams.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 getBaseLearner: EnsemblePredictorType

    Permalink

    Definition Classes
    HasBaseLearner
  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. def getLearningRate: Double

    Permalink

    Definition Classes
    HasLearningRate
  26. final def getMaxIter: Int

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

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

    Permalink
    Definition Classes
    Params
  29. final def getPredictionCol: String

    Permalink
    Definition Classes
    HasPredictionCol
  30. final def getSeed: Long

    Permalink
    Definition Classes
    HasSeed
  31. final def getTol: Double

    Permalink
    Definition Classes
    HasTol
  32. final def getWeightCol: String

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    HasLabelCol
  40. val learningRate: Param[Double]

    Permalink

    param for the learning rate of the algorithm

    param for the learning rate of the algorithm

    Definition Classes
    HasLearningRate
  41. final val maxIter: IntParam

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

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

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

    Permalink
    Definition Classes
    AnyRef
  45. lazy val params: Array[Param[_]]

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

    Permalink
    Definition Classes
    HasPredictionCol
  47. final val seed: LongParam

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  55. final val tol: DoubleParam

    Permalink
    Definition Classes
    HasTol
  56. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

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

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

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

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

    Permalink
    Definition Classes
    HasWeightCol

Inherited from HasTol

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