trait LightGBMModelParams extends Wrappable

Defines parameters for LightGBM models

Linear Supertypes
Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMClassificationModel, LightGBMModelMethods, LightGBMRankerModel, LightGBMRegressionModel
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMModelParams
  2. Wrappable
  3. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
  1. Hide All
  2. Show All
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[_]): LightGBMModelParams.this.type
    Definition Classes
    Params
  2. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  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 getLightGBMBooster: LightGBMBooster
  10. def getModel: LightGBMBooster

    Alias for same method

    Alias for same method

    returns

    The LightGBM Booster.

  11. def getNumIterations: 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 getStartIteration: Int
  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. val lightGBMBooster: LightGBMBoosterParam
  21. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  22. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  23. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  24. val numIterations: IntParam
  25. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  26. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  27. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  28. final def set[T](param: Param[T], value: T): LightGBMModelParams.this.type
    Definition Classes
    Params
  29. def setLightGBMBooster(value: LightGBMBooster): LightGBMModelParams.this.type
  30. def setNumIterations(value: Int): LightGBMModelParams.this.type
  31. def setStartIteration(value: Int): LightGBMModelParams.this.type
  32. val startIteration: IntParam
  33. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any