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com.microsoft.azure.synapse.ml.lightgbm.params

LightGBMLearnerParams

trait LightGBMLearnerParams extends Wrappable

Defines common parameters across all LightGBM learners related to learning score evolution.

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. LightGBMLearnerParams
  2. Wrappable
  3. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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[_]): LightGBMLearnerParams.this.type
    Definition Classes
    Params
  2. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  3. val earlyStoppingRound: IntParam
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getEarlyStoppingRound: Int
  11. def getImprovementTolerance: Double
  12. def getMonotoneConstraints: Array[Int]
  13. def getMonotoneConstraintsMethod: String
  14. def getMonotonePenalty: Double
  15. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  16. def getOtherRate: Double
  17. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  18. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  19. def getTopRate: Double
  20. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  21. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  22. val improvementTolerance: DoubleParam
  23. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  24. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  25. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  26. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  27. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  28. val monotoneConstraints: IntArrayParam
  29. val monotoneConstraintsMethod: Param[String]
  30. val monotonePenalty: DoubleParam
  31. val otherRate: DoubleParam
  32. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  33. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  34. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  35. final def set[T](param: Param[T], value: T): LightGBMLearnerParams.this.type
    Definition Classes
    Params
  36. def setEarlyStoppingRound(value: Int): LightGBMLearnerParams.this.type
  37. def setImprovementTolerance(value: Double): LightGBMLearnerParams.this.type
  38. def setMonotoneConstraints(value: Array[Int]): LightGBMLearnerParams.this.type
  39. def setMonotoneConstraintsMethod(value: String): LightGBMLearnerParams.this.type
  40. def setMonotonePenalty(value: Double): LightGBMLearnerParams.this.type
  41. def setOtherRate(value: Double): LightGBMLearnerParams.this.type
  42. def setTopRate(value: Double): LightGBMLearnerParams.this.type
  43. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  44. val topRate: DoubleParam