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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
Known Subclasses
VowpalWabbitClassificationModel, VowpalWabbitContextualBanditModel, VowpalWabbitRegressionModel
Ordering
  1. Alphabetic
  2. By Inheritance
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()