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