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 getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  14. def getSkipDrop: Double
  15. def getUniformDrop: Boolean
  16. def getXGBoostDartMode: Boolean
  17. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  18. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  19. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  20. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  21. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  22. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  23. val maxDrop: IntParam
  24. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  25. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  26. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  27. final def set[T](param: Param[T], value: T): LightGBMDartParams.this.type
    Definition Classes
    Params
  28. def setDropRate(value: Double): LightGBMDartParams.this.type
  29. def setMaxDrop(value: Int): LightGBMDartParams.this.type
  30. def setSkipDrop(value: Double): LightGBMDartParams.this.type
  31. def setUniformDrop(value: Boolean): LightGBMDartParams.this.type
  32. def setXGBoostDartMode(value: Boolean): LightGBMDartParams.this.type
  33. val skipDrop: DoubleParam
  34. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  35. val uniformDrop: BooleanParam
  36. val xGBoostDartMode: BooleanParam