trait LightGBMSlotParams extends Wrappable

Defines parameters for slots across all LightGBM learners.

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
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  2. By Inheritance
Inherited
  1. LightGBMSlotParams
  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 categoricalSlotIndexes: IntArrayParam
  2. val categoricalSlotNames: StringArrayParam
  3. final def clear(param: Param[_]): LightGBMSlotParams.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 getCategoricalSlotIndexes: Array[Int]
  10. def getCategoricalSlotNames: Array[String]
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  13. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  14. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  15. def getSlotNames: Array[String]
  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. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  23. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  24. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  25. final def set[T](param: Param[T], value: T): LightGBMSlotParams.this.type
    Definition Classes
    Params
  26. def setCategoricalSlotIndexes(value: Array[Int]): LightGBMSlotParams.this.type
  27. def setCategoricalSlotNames(value: Array[String]): LightGBMSlotParams.this.type
  28. def setSlotNames(value: Array[String]): LightGBMSlotParams.this.type
  29. val slotNames: StringArrayParam
  30. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any