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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. 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[_]): VowpalWabbitBaseModelSpark.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]
    Definition Classes
    VowpalWabbitBaseModel
  26. def getOneStepAheadPredictions: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  27. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  28. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  29. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  30. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  31. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  32. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  37. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  40. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  41. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  43. val oneStepAheadPredictions: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  44. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  45. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  46. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  47. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  48. final def set(paramPair: ParamPair[_]): VowpalWabbitBaseModelSpark.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def set(param: String, value: Any): VowpalWabbitBaseModelSpark.this.type
    Attributes
    protected
    Definition Classes
    Params
  50. final def set[T](param: Param[T], value: T): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    Params
  51. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    HasAdditionalFeatures
  52. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitBaseModelSpark.this.type
    Attributes
    protected
    Definition Classes
    Params
  53. final def setDefault[T](param: Param[T], value: T): VowpalWabbitBaseModelSpark.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  54. def setModel(v: Array[Byte]): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  55. def setOneStepAheadPredictions(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  56. def setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  57. def setTestArgs(value: String): VowpalWabbitBaseModelSpark.this.type
    Definition Classes
    VowpalWabbitBaseModel
  58. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  59. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  60. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  61. def transformImplInternal(dataset: Dataset[_]): DataFrame
    Attributes
    protected
  62. val vowpalWabbitPredictionCol: String

    Store the detailed prediction output of VW

  63. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  64. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  65. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  66. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  67. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from HasAdditionalFeatures

Inherited from HasRawPredictionCol

Inherited from HasFeaturesCol

Inherited from VowpalWabbitBaseModel

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped