trait LightGBMModelParams extends Wrappable

Defines parameters for LightGBM models

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMClassificationModel, LightGBMModelMethods, LightGBMRankerModel, LightGBMRegressionModel
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Inherited
  1. LightGBMModelParams
  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[_]): LightGBMModelParams.this.type
    Definition Classes
    Params
  2. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  3. def explainParams(): String
    Definition Classes
    Params
  4. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  5. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  6. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  7. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. def getLightGBMBooster: LightGBMBooster
  9. def getModel: LightGBMBooster

    Alias for same method

    Alias for same method

    returns

    The LightGBM Booster.

  10. def getNumIterations: 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 getStartIteration: Int
  15. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  16. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  17. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  18. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  19. val lightGBMBooster: LightGBMBoosterParam
  20. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  21. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  22. val numIterations: 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): LightGBMModelParams.this.type
    Definition Classes
    Params
  27. def setLightGBMBooster(value: LightGBMBooster): LightGBMModelParams.this.type
  28. def setNumIterations(value: Int): LightGBMModelParams.this.type
  29. def setStartIteration(value: Int): LightGBMModelParams.this.type
  30. val startIteration: IntParam
  31. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any