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