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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, 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. 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 catSmooth: DoubleParam
  2. val catl2: DoubleParam
  3. final def clear(param: Param[_]): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  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. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. def getCatSmooth: Double
  10. def getCatl2: Double
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getMaxCatThreshold: Int
  13. def getMaxCatToOnehot: Int
  14. def getMinDataPerGroup: Int
  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. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  19. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  20. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  21. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  22. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  23. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  24. val maxCatThreshold: IntParam
  25. val maxCatToOnehot: IntParam
  26. val minDataPerGroup: IntParam
  27. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  28. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  29. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  30. final def set[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  31. def setCatSmooth(value: Double): LightGBMCategoricalParams.this.type
  32. def setCatl2(value: Double): LightGBMCategoricalParams.this.type
  33. def setMaxCatThreshold(value: Int): LightGBMCategoricalParams.this.type
  34. def setMaxCatToOnehot(value: Int): LightGBMCategoricalParams.this.type
  35. def setMinDataPerGroup(value: Int): LightGBMCategoricalParams.this.type
  36. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any