trait LightGBMSeedParams extends Wrappable

Defines common parameters related to seed and determinism

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
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Inherited
  1. LightGBMSeedParams
  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 baggingSeed: IntParam
  2. final def clear(param: Param[_]): LightGBMSeedParams.this.type
    Definition Classes
    Params
  3. val dataRandomSeed: IntParam
  4. val deterministic: BooleanParam
  5. val dropSeed: IntParam
  6. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  7. def explainParams(): String
    Definition Classes
    Params
  8. val extraSeed: IntParam
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. val featureFractionSeed: IntParam
  12. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getBaggingSeed: Int
  14. def getDataRandomSeed: Int
  15. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  16. def getDeterministic: Boolean
  17. def getDropSeed: Int
  18. def getExtraSeed: Int
  19. def getFeatureFractionSeed: Int
  20. def getObjectiveSeed: Int
  21. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  22. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  23. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  24. def getSeed: Int
  25. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  26. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  27. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  28. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  29. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  30. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  31. val objectiveSeed: IntParam
  32. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  33. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  34. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  35. val seed: IntParam
  36. final def set[T](param: Param[T], value: T): LightGBMSeedParams.this.type
    Definition Classes
    Params
  37. def setBaggingSeed(value: Int): LightGBMSeedParams.this.type
  38. def setDataRandomSeed(value: Int): LightGBMSeedParams.this.type
  39. def setDeterministic(value: Boolean): LightGBMSeedParams.this.type
  40. def setDropSeed(value: Int): LightGBMSeedParams.this.type
  41. def setExtraSeed(value: Int): LightGBMSeedParams.this.type
  42. def setFeatureFractionSeed(value: Int): LightGBMSeedParams.this.type
  43. def setObjectiveSeed(value: Int): LightGBMSeedParams.this.type
  44. def setSeed(value: Int): LightGBMSeedParams.this.type
  45. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any