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com.microsoft.azure.synapse.ml.vw

VowpalWabbitBaseModel

trait VowpalWabbitBaseModel extends HasFeaturesCol with HasRawPredictionCol with HasAdditionalFeatures

Base trait to wrap the model for prediction.

Linear Supertypes
HasAdditionalFeatures, HasRawPredictionCol, HasFeaturesCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitClassificationModel, VowpalWabbitContextualBanditModel, VowpalWabbitRegressionModel
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. VowpalWabbitBaseModel
  2. HasAdditionalFeatures
  3. HasRawPredictionCol
  4. HasFeaturesCol
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. 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. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitBaseModel.this.type
    Definition Classes
    Params
  3. lazy val example: VowpalWabbitExample
    Annotations
    @transient()
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  9. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  13. def getModel: Array[Byte]
  14. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  15. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  16. def getPerformanceStatistics: DataFrame
  17. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  18. def getReadableModel: String
  19. def getTestArgs: String
  20. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  21. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  22. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  23. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  24. val model: ByteArrayParam
  25. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  26. val performanceStatistics: DataFrameParam
  27. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  28. def saveNativeModel(path: String): Unit
  29. final def set[T](param: Param[T], value: T): VowpalWabbitBaseModel.this.type
    Definition Classes
    Params
  30. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModel.this.type
    Definition Classes
    HasAdditionalFeatures
  31. def setModel(v: Array[Byte]): VowpalWabbitBaseModel.this.type
  32. def setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModel.this.type
  33. def setTestArgs(value: String): VowpalWabbitBaseModel.this.type
  34. val testArgs: Param[String]
  35. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  36. lazy val vw: VowpalWabbitNative
    Annotations
    @transient()
  37. lazy val vwArgs: VowpalWabbitArguments
    Annotations
    @transient()