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

LightGBMFractionParams

trait LightGBMFractionParams extends Wrappable

Defines parameters for fraction across all LightGBM learners.

Linear Supertypes
Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
  1. Alphabetic
  2. By Inheritance
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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  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. 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