trait LightGBMBinParams extends Wrappable

Defines common parameters across all LightGBM learners related to histogram bin construction.

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
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Inherited
  1. LightGBMBinParams
  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. val binSampleCount: IntParam
  2. final def clear(param: Param[_]): LightGBMBinParams.this.type
    Definition Classes
    Params
  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. def getBinSampleCount: Int
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getMaxBin: Int
  11. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  12. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  13. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  14. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  15. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  16. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  17. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  18. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  19. val maxBin: IntParam
  20. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  21. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  22. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  23. final def set[T](param: Param[T], value: T): LightGBMBinParams.this.type
    Definition Classes
    Params
  24. def setBinSampleCount(value: Int): LightGBMBinParams.this.type
  25. def setMaxBin(value: Int): LightGBMBinParams.this.type
  26. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any