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