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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. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  12. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  13. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  14. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  15. val improvementTolerance: DoubleParam
  16. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  17. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  18. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  19. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  20. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  21. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  22. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  23. final def set[T](param: Param[T], value: T): LightGBMLearnerParams.this.type
    Definition Classes
    Params
  24. def setEarlyStoppingRound(value: Int): LightGBMLearnerParams.this.type
  25. def setImprovementTolerance(value: Double): LightGBMLearnerParams.this.type
  26. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any