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com.microsoft.azure.synapse.ml.vw

HasAdditionalFeatures

trait HasAdditionalFeatures extends Params

VW support multiple input columns which are mapped to namespaces. Note: when one wants to create quadratic features within VW you'd specify additionalFeatures. Each feature column is treated as one namespace. Using -q 'uc' for columns 'user' and 'content' you'd get all quadratics for features in user/content (the first letter is called feature group and VW users are used to it... before somebody starts complaining ;)

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Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitBase, VowpalWabbitBaseModel, VowpalWabbitClassificationModel, VowpalWabbitClassifier, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditBase, VowpalWabbitContextualBanditModel, VowpalWabbitRegressionModel, VowpalWabbitRegressor
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  1. HasAdditionalFeatures
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. AnyRef
  7. Any
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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 !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val additionalFeatures: StringArrayParam
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. final def clear(param: Param[_]): HasAdditionalFeatures.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  13. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  14. def explainParams(): String
    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  17. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. def getAdditionalFeatures: Array[String]
  20. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  21. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  24. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  25. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  26. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  28. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  29. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  30. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  31. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  32. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  33. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  34. final def set(paramPair: ParamPair[_]): HasAdditionalFeatures.this.type
    Attributes
    protected
    Definition Classes
    Params
  35. final def set(param: String, value: Any): HasAdditionalFeatures.this.type
    Attributes
    protected
    Definition Classes
    Params
  36. final def set[T](param: Param[T], value: T): HasAdditionalFeatures.this.type
    Definition Classes
    Params
  37. def setAdditionalFeatures(value: Array[String]): HasAdditionalFeatures.this.type
  38. final def setDefault(paramPairs: ParamPair[_]*): HasAdditionalFeatures.this.type
    Attributes
    protected
    Definition Classes
    Params
  39. final def setDefault[T](param: Param[T], value: T): HasAdditionalFeatures.this.type
    Attributes
    protected
    Definition Classes
    Params
  40. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  41. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  42. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  43. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  44. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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