Trait

com.microsoft.ml.spark.lightgbm

LightGBMPredictionParams

Related Doc: package lightgbm

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trait LightGBMPredictionParams extends Wrappable

Defines common prediction parameters across LightGBM Ranker, Classifier and Regressor

Linear Supertypes
Wrappable, HasAdditionalPythonMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassificationModel, LightGBMClassifier, LightGBMParams, LightGBMRanker, LightGBMRankerModel, LightGBMRegressionModel, LightGBMRegressor
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Inherited
  1. LightGBMPredictionParams
  2. Wrappable
  3. HasAdditionalPythonMethods
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Visibility
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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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    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    protected
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    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[_]): LightGBMPredictionParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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    protected[java.lang]
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    AnyRef
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    @throws( ... )

  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Params

  10. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Params

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

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    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. val featuresShapCol: Param[String]

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  18. def finalize(): Unit

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    protected[java.lang]
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    AnyRef
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    @throws( classOf[java.lang.Throwable] )

  19. final def get[T](param: Param[T]): Option[T]

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  20. final def getClass(): Class[_]

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

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    Params

  22. def getFeaturesShapCol: String

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  23. def getLeafPredictionCol: String

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

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  27. def hasParam(paramName: String): Boolean

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  28. def hashCode(): Int

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

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    Params

  30. final def isInstanceOf[T0]: Boolean

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    Any

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

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  32. val leafPredictionCol: Param[String]

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

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    Definition Classes
    AnyRef

  34. final def notify(): Unit

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    AnyRef

  35. final def notifyAll(): Unit

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    AnyRef

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

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    Definition Classes
    Params

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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    Params

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

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    protected
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    Params

  42. def setFeaturesShapCol(value: String): LightGBMPredictionParams.this.type

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  43. def setLeafPredictionCol(value: String): LightGBMPredictionParams.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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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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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