Packages

t

org.apache.spark.ml.xgboost

XGBPredictorParams

trait XGBPredictorParams[T <: Params] extends PredictorParams

Linear Supertypes
PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. XGBPredictorParams
  2. PredictorParams
  3. HasPredictionCol
  4. HasFeaturesCol
  5. HasLabelCol
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): XGBPredictorParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native() @IntrinsicCandidate()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  13. def explainParams(): String
    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  16. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  19. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  21. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  24. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  25. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  26. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  27. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  28. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  29. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  30. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  31. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  32. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  34. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  35. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  36. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  37. final def set(paramPair: ParamPair[_]): XGBPredictorParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  38. final def set(param: String, value: Any): XGBPredictorParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  39. final def set[T](param: Param[T], value: T): XGBPredictorParams.this.type
    Definition Classes
    Params
  40. final def setDefault(paramPairs: ParamPair[_]*): XGBPredictorParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  41. final def setDefault[T](param: Param[T], value: T): XGBPredictorParams.this.type
    Attributes
    protected[ml]
    Definition Classes
    Params
  42. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  43. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  44. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

    XGBoost doesn't use validateAndTransformSchema since spark validateAndTransformSchema needs to ensure the feature is vector type

    XGBoost doesn't use validateAndTransformSchema since spark validateAndTransformSchema needs to ensure the feature is vector type

    Attributes
    protected
    Definition Classes
    XGBPredictorParams → PredictorParams
  45. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  46. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  47. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] ) @Deprecated
    Deprecated

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

Ungrouped