trait LightGBMDartParams extends Wrappable

Defines parameters for dart mode across all LightGBM learners.

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. LightGBMDartParams
  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. final def clear(param: Param[_]): LightGBMDartParams.this.type
    Definition Classes
    Params
  2. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  3. val dropRate: DoubleParam
  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. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getDropRate: Double
  11. def getMaxDrop: Int
  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 getSkipDrop: Double
  16. def getUniformDrop: Boolean
  17. def getXGBoostDartMode: Boolean
  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 makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  23. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  24. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  25. val maxDrop: IntParam
  26. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  27. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  28. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  29. final def set[T](param: Param[T], value: T): LightGBMDartParams.this.type
    Definition Classes
    Params
  30. def setDropRate(value: Double): LightGBMDartParams.this.type
  31. def setMaxDrop(value: Int): LightGBMDartParams.this.type
  32. def setSkipDrop(value: Double): LightGBMDartParams.this.type
  33. def setUniformDrop(value: Boolean): LightGBMDartParams.this.type
  34. def setXGBoostDartMode(value: Boolean): LightGBMDartParams.this.type
  35. val skipDrop: DoubleParam
  36. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  37. val uniformDrop: BooleanParam
  38. val xGBoostDartMode: BooleanParam