Trait

com.microsoft.ml.spark.lightgbm

LightGBMLearnerParams

Related Doc: package lightgbm

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trait LightGBMLearnerParams extends Wrappable

Defines common parameters across all LightGBM learners related to learning score evolution.

Linear Supertypes
Wrappable, HasAdditionalPythonMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMParams, LightGBMRanker, LightGBMRegressor
Ordering
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  2. By Inheritance
Inherited
  1. LightGBMLearnerParams
  2. Wrappable
  3. HasAdditionalPythonMethods
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. All

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. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): LightGBMLearnerParams.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. val earlyStoppingRound: IntParam

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  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  17. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  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. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  21. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  22. def getEarlyStoppingRound: Int

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  23. def getImprovementTolerance: Double

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  24. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  25. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  26. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  27. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  28. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  29. val improvementTolerance: DoubleParam

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  30. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  31. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  32. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  33. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  34. final def notify(): Unit

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    Definition Classes
    AnyRef

  35. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  37. final def set(paramPair: ParamPair[_]): LightGBMLearnerParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  38. final def set(param: String, value: Any): LightGBMLearnerParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  39. final def set[T](param: Param[T], value: T): LightGBMLearnerParams.this.type

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    Definition Classes
    Params

  40. final def setDefault(paramPairs: ParamPair[_]*): LightGBMLearnerParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  41. final def setDefault[T](param: Param[T], value: T): LightGBMLearnerParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  42. def setEarlyStoppingRound(value: Int): LightGBMLearnerParams.this.type

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  43. def setImprovementTolerance(value: Double): LightGBMLearnerParams.this.type

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  44. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  45. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  46. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  47. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  48. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped