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com.microsoft.azure.synapse.ml.vw

VowpalWabbitBaseModelSpark

trait VowpalWabbitBaseModelSpark extends VowpalWabbitBaseModel with HasFeaturesCol with HasRawPredictionCol with HasAdditionalFeatures

Base implementation for models that use Spark-based features and result in Spark vectors

Linear Supertypes
HasAdditionalFeatures, HasRawPredictionCol, HasFeaturesCol, VowpalWabbitBaseModel, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitBaseModelSpark
  2. HasAdditionalFeatures
  3. HasRawPredictionCol
  4. HasFeaturesCol
  5. VowpalWabbitBaseModel
  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. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. final def clear(param: Param[_]): VowpalWabbitBaseModelSpark.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]
    Definition Classes
    VowpalWabbitBaseModel
  14. def getOneStepAheadPredictions: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  15. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  16. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  17. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  18. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  19. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  20. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  21. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  22. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  23. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  24. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  25. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  26. val oneStepAheadPredictions: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  27. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  28. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  29. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  30. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  31. final def set[T](param: Param[T], value: T): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    Params
  32. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    HasAdditionalFeatures
  33. def setModel(v: Array[Byte]): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  34. def setOneStepAheadPredictions(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  35. def setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  36. def setTestArgs(value: String): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  37. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  38. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  39. val vowpalWabbitPredictionCol: String

    Store the detailed prediction output of VW

  40. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  41. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()