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com.microsoft.azure.synapse.ml.lightgbm.params

LightGBMFractionParams

trait LightGBMFractionParams extends Wrappable

Defines parameters for fraction across all LightGBM learners.

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Inherited
  1. LightGBMFractionParams
  2. Wrappable
  3. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
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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. val baggingFraction: DoubleParam
  2. final def clear(param: Param[_]): LightGBMFractionParams.this.type
    Definition Classes
    Params
  3. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. val featureFraction: DoubleParam
  9. val featureFractionByNode: DoubleParam
  10. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  11. def getBaggingFraction: Double
  12. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getFeatureFraction: Double
  14. def getFeatureFractionByNode: Double
  15. def getNegBaggingFraction: Double
  16. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  17. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  18. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  19. def getPosBaggingFraction: Double
  20. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  21. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  22. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  23. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  24. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  25. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  26. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  27. val negBaggingFraction: DoubleParam
  28. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  29. val posBaggingFraction: DoubleParam
  30. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  31. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  32. final def set[T](param: Param[T], value: T): LightGBMFractionParams.this.type
    Definition Classes
    Params
  33. def setBaggingFraction(value: Double): LightGBMFractionParams.this.type
  34. def setFeatureFraction(value: Double): LightGBMFractionParams.this.type
  35. def setFeatureFractionByNode(value: Double): LightGBMFractionParams.this.type
  36. def setNegBaggingFraction(value: Double): LightGBMFractionParams.this.type
  37. def setPosBaggingFraction(value: Double): LightGBMFractionParams.this.type
  38. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any