trait LightGBMSeedParams extends Wrappable

Defines common parameters related to seed and determinism

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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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