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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

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassificationModel, LightGBMClassifier, LightGBMRanker, LightGBMRankerModel, LightGBMRegressionModel, LightGBMRegressor, LightGBMParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMPredictionParams
  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[_]): LightGBMPredictionParams.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. val featuresShapCol: Param[String]
  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 getFeaturesShapCol: String
  10. def getLeafPredictionCol: String
  11. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  12. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  13. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  14. def getPredictDisableShapeCheck: 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. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  19. val leafPredictionCol: Param[String]
  20. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  21. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  22. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  23. val predictDisableShapeCheck: BooleanParam
  24. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  25. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  26. final def set[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Definition Classes
    Params
  27. def setFeaturesShapCol(value: String): LightGBMPredictionParams.this.type
  28. def setLeafPredictionCol(value: String): LightGBMPredictionParams.this.type
  29. def setPredictDisableShapeCheck(value: Boolean): LightGBMPredictionParams.this.type
  30. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any