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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. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. def getBaggingFraction: Double
  10. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  11. def getFeatureFraction: Double
  12. def getNegBaggingFraction: Double
  13. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  14. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  15. def getPosBaggingFraction: Double
  16. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  17. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  18. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  19. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  20. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  21. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  22. val negBaggingFraction: DoubleParam
  23. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  24. val posBaggingFraction: DoubleParam
  25. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  26. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  27. final def set[T](param: Param[T], value: T): LightGBMFractionParams.this.type
    Definition Classes
    Params
  28. def setBaggingFraction(value: Double): LightGBMFractionParams.this.type
  29. def setFeatureFraction(value: Double): LightGBMFractionParams.this.type
  30. def setNegBaggingFraction(value: Double): LightGBMFractionParams.this.type
  31. def setPosBaggingFraction(value: Double): LightGBMFractionParams.this.type
  32. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any