trait LightGBMSeedParams extends Wrappable

Defines common parameters related to seed and determinism

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