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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. 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
    Definition Classes
    HasAdditionalFeatures
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. final def clear(param: Param[_]): VowpalWabbitBaseModel.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. lazy val example: VowpalWabbitExample
    Annotations
    @transient()
  14. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  15. def explainParams(): String
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  18. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  22. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  23. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  25. def getModel: Array[Byte]
  26. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  27. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  28. def getPerformanceStatistics: DataFrame
  29. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  30. def getReadableModel: String
  31. def getTestArgs: String
  32. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  33. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  34. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  35. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  36. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  37. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  38. val model: ByteArrayParam
  39. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  41. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  43. val performanceStatistics: DataFrameParam
  44. def predictInternal(featureColIndices: Seq[NamespaceInfo], row: Row): Double
    Attributes
    protected
  45. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  46. def saveNativeModel(path: String): Unit
  47. final def set(paramPair: ParamPair[_]): VowpalWabbitBaseModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  48. final def set(param: String, value: Any): VowpalWabbitBaseModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def set[T](param: Param[T], value: T): VowpalWabbitBaseModel.this.type
    Definition Classes
    Params
  50. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModel.this.type
    Definition Classes
    HasAdditionalFeatures
  51. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitBaseModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  52. final def setDefault[T](param: Param[T], value: T): VowpalWabbitBaseModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  53. def setModel(v: Array[Byte]): VowpalWabbitBaseModel.this.type
  54. def setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModel.this.type
  55. def setTestArgs(value: String): VowpalWabbitBaseModel.this.type
  56. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  57. val testArgs: Param[String]
  58. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  59. def transformImplInternal(dataset: Dataset[_]): DataFrame
    Attributes
    protected
  60. lazy val vw: VowpalWabbitNative
    Annotations
    @transient()
  61. lazy val vwArgs: VowpalWabbitArguments
    Annotations
    @transient()
  62. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  63. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  64. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from HasAdditionalFeatures

Inherited from HasRawPredictionCol

Inherited from HasFeaturesCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped