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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.

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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