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

LightGBMPredictionParams

trait LightGBMPredictionParams extends Wrappable

Defines common prediction parameters across LightGBM Ranker, Classifier and Regressor

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Inherited
  1. LightGBMPredictionParams
  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
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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[_]): LightGBMPredictionParams.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. val featuresShapCol: Param[String]
  8. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getFeaturesShapCol: String
  11. def getLeafPredictionCol: String
  12. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  13. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  14. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  15. def getPredictDisableShapeCheck: Boolean
  16. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  17. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  18. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  19. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  20. val leafPredictionCol: Param[String]
  21. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  22. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  23. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  24. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  25. val predictDisableShapeCheck: BooleanParam
  26. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  27. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  28. final def set[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Definition Classes
    Params
  29. def setFeaturesShapCol(value: String): LightGBMPredictionParams.this.type
  30. def setLeafPredictionCol(value: String): LightGBMPredictionParams.this.type
  31. def setPredictDisableShapeCheck(value: Boolean): LightGBMPredictionParams.this.type
  32. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any