Trait

com.microsoft.ml.spark.vw

HasAdditionalFeatures

Related Doc: package vw

Permalink

trait HasAdditionalFeatures extends Wrappable

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 ;)

Linear Supertypes
Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitBase, VowpalWabbitBaseModel, VowpalWabbitClassificationModel, VowpalWabbitClassifier, VowpalWabbitRegressionModel, VowpalWabbitRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. HasAdditionalFeatures
  2. Wrappable
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. val additionalFeatures: StringArrayParam

    Permalink

  6. def additionalPythonMethods(): String

    Permalink
    Definition Classes
    Wrappable

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. final def clear(param: Param[_]): HasAdditionalFeatures.this.type

    Permalink
    Definition Classes
    Params

  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  12. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  14. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  15. def explainParams(): String

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  19. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  20. def getAdditionalFeatures: Array[String]

    Permalink

  21. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  22. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  23. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  24. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  25. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  26. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  27. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  28. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  29. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  30. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  31. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  32. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  33. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  34. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  35. final def set(paramPair: ParamPair[_]): HasAdditionalFeatures.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  36. final def set(param: String, value: Any): HasAdditionalFeatures.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  37. final def set[T](param: Param[T], value: T): HasAdditionalFeatures.this.type

    Permalink
    Definition Classes
    Params

  38. def setAdditionalFeatures(value: Array[String]): HasAdditionalFeatures.this.type

    Permalink

  39. final def setDefault(paramPairs: ParamPair[_]*): HasAdditionalFeatures.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  40. final def setDefault[T](param: Param[T], value: T): HasAdditionalFeatures.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  41. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  42. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  43. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  44. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  45. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Wrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped