Trait

com.microsoft.ml.spark.vw

VowpalWabbitBaseModel

Related Doc: package vw

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trait VowpalWabbitBaseModel extends HasFeaturesCol with HasRawPredictionCol with HasAdditionalFeatures with ComplexParamsWritable

Base trait to wrap the model for prediction.

Linear Supertypes
ComplexParamsWritable, MLWritable, HasAdditionalFeatures, Wrappable, HasRawPredictionCol, HasFeaturesCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitClassificationModel, VowpalWabbitRegressionModel
Ordering
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Inherited
  1. VowpalWabbitBaseModel
  2. ComplexParamsWritable
  3. MLWritable
  4. HasAdditionalFeatures
  5. Wrappable
  6. HasRawPredictionCol
  7. HasFeaturesCol
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
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Abstract Value Members

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

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. val additionalFeatures: StringArrayParam

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    Definition Classes
    HasAdditionalFeatures

  6. def additionalPythonMethods(): String

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    Definition Classes
    Wrappable

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

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

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    protected
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    Params

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

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    protected
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    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. lazy val example: VowpalWabbitExample

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

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    Definition Classes
    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  19. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  20. def finalize(): Unit

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

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

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    Definition Classes
    Params

  22. def getAdditionalFeatures: Array[String]

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    Definition Classes
    HasAdditionalFeatures

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  25. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  26. def getModel: Array[Byte]

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  29. def getPerformanceStatistics: DataFrame

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  30. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol

  31. def getTestArgs: String

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

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    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

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    Params

  34. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Params

  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  38. val model: ByteArrayParam

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

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    Definition Classes
    AnyRef

  40. final def notify(): Unit

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    Definition Classes
    AnyRef

  41. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  43. val performanceStatistics: DataFrameParam

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  44. def predictInternal(featureColIndices: Seq[NamespaceInfo], namespaces: Row): Double

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    Attributes
    protected

  45. final val rawPredictionCol: Param[String]

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    Definition Classes
    HasRawPredictionCol

  46. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  47. def saveNativeModel(path: String): Unit

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  48. final def set(paramPair: ParamPair[_]): VowpalWabbitBaseModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  49. final def set(param: String, value: Any): VowpalWabbitBaseModel.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  51. def setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModel.this.type

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    Definition Classes
    HasAdditionalFeatures

  52. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitBaseModel.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  54. def setModel(v: Array[Byte]): VowpalWabbitBaseModel.this.type

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  55. def setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModel.this.type

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  56. def setTestArgs(value: String): VowpalWabbitBaseModel.this.type

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

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    Definition Classes
    AnyRef

  58. val testArgs: Param[String]

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  59. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  60. def transformImplInternal(dataset: Dataset[_]): DataFrame

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    Attributes
    protected

  61. lazy val vw: VowpalWabbitNative

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  62. lazy val vwArgs: VowpalWabbitArguments

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  63. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  66. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasAdditionalFeatures

Inherited from Wrappable

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