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

LightGBMDatasetParams

trait LightGBMDatasetParams extends Wrappable

Defines common parameters across all LightGBM learners related to dataset handling.

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. LightGBMDatasetParams
  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. final def clear(param: Param[_]): LightGBMDatasetParams.this.type
    Definition Classes
    Params
  2. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  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 getIsEnableSparse: Boolean
  10. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  11. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  12. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  13. def getUseMissing: Boolean
  14. def getZeroAsMissing: Boolean
  15. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  16. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  17. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  18. val isEnableSparse: BooleanParam
  19. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  20. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  21. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  22. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  23. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  24. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  25. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  26. final def set[T](param: Param[T], value: T): LightGBMDatasetParams.this.type
    Definition Classes
    Params
  27. def setIsEnableSparse(value: Boolean): LightGBMDatasetParams.this.type
  28. def setUseMissing(value: Boolean): LightGBMDatasetParams.this.type
  29. def setZeroAsMissing(value: Boolean): LightGBMDatasetParams.this.type
  30. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  31. val useMissing: BooleanParam
  32. val zeroAsMissing: BooleanParam