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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.

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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
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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[_]): 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