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

LightGBMCategoricalParams

trait LightGBMCategoricalParams extends Wrappable

Defines common parameters across all LightGBM learners related to categorical variable treatment.

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. LightGBMCategoricalParams
  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
  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 catSmooth: DoubleParam
  2. val catl2: DoubleParam
  3. final def clear(param: Param[_]): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  6. def explainParams(): String
    Definition Classes
    Params
  7. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  8. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  9. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getCatSmooth: Double
  11. def getCatl2: Double
  12. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getMaxCatThreshold: Int
  14. def getMaxCatToOnehot: Int
  15. def getMinDataPerGroup: Int
  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. 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 makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  24. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  25. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  26. val maxCatThreshold: IntParam
  27. val maxCatToOnehot: IntParam
  28. val minDataPerGroup: IntParam
  29. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  30. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  31. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  32. final def set[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  33. def setCatSmooth(value: Double): LightGBMCategoricalParams.this.type
  34. def setCatl2(value: Double): LightGBMCategoricalParams.this.type
  35. def setMaxCatThreshold(value: Int): LightGBMCategoricalParams.this.type
  36. def setMaxCatToOnehot(value: Int): LightGBMCategoricalParams.this.type
  37. def setMinDataPerGroup(value: Int): LightGBMCategoricalParams.this.type
  38. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any