trait LightGBMDartParams extends Wrappable

Defines parameters for dart mode 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. LightGBMDartParams
  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. final def clear(param: Param[_]): LightGBMDartParams.this.type
    Definition Classes
    Params
  2. val dropRate: DoubleParam
  3. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  4. def explainParams(): String
    Definition Classes
    Params
  5. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  6. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  7. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. def getDropRate: Double
  10. def getMaxDrop: Int
  11. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  12. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  13. def getSkipDrop: Double
  14. def getUniformDrop: Boolean
  15. def getXGBoostDartMode: Boolean
  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. val maxDrop: IntParam
  23. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  24. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  25. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  26. final def set[T](param: Param[T], value: T): LightGBMDartParams.this.type
    Definition Classes
    Params
  27. def setDropRate(value: Double): LightGBMDartParams.this.type
  28. def setMaxDrop(value: Int): LightGBMDartParams.this.type
  29. def setSkipDrop(value: Double): LightGBMDartParams.this.type
  30. def setUniformDrop(value: Boolean): LightGBMDartParams.this.type
  31. def setXGBoostDartMode(value: Boolean): LightGBMDartParams.this.type
  32. val skipDrop: DoubleParam
  33. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  34. val uniformDrop: BooleanParam
  35. val xgboostDartMode: BooleanParam