Class/Object

com.microsoft.ml.spark.vw

VowpalWabbitClassificationModel

Related Docs: object VowpalWabbitClassificationModel | package vw

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class VowpalWabbitClassificationModel extends ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel] with VowpalWabbitBaseModel

Linear Supertypes
VowpalWabbitBaseModel, ComplexParamsWritable, MLWritable, HasAdditionalFeatures, Wrappable, ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel], ProbabilisticClassifierParams, HasThresholds, HasProbabilityCol, ClassificationModel[Row, VowpalWabbitClassificationModel], ClassifierParams, HasRawPredictionCol, PredictionModel[Row, VowpalWabbitClassificationModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Model[VowpalWabbitClassificationModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitClassificationModel
  2. VowpalWabbitBaseModel
  3. ComplexParamsWritable
  4. MLWritable
  5. HasAdditionalFeatures
  6. Wrappable
  7. ProbabilisticClassificationModel
  8. ProbabilisticClassifierParams
  9. HasThresholds
  10. HasProbabilityCol
  11. ClassificationModel
  12. ClassifierParams
  13. HasRawPredictionCol
  14. PredictionModel
  15. PredictorParams
  16. HasPredictionCol
  17. HasFeaturesCol
  18. HasLabelCol
  19. Model
  20. Transformer
  21. PipelineStage
  22. Logging
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitClassificationModel(uid: String)

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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    VowpalWabbitClassificationModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    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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    Definition Classes
    VowpalWabbitBaseModel

  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 featuresDataType: DataType

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    Attributes
    protected
    Definition Classes
    PredictionModel

  21. def finalize(): Unit

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

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

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    Definition Classes
    Params

  23. def getAdditionalFeatures: Array[String]

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    Definition Classes
    HasAdditionalFeatures

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  27. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  28. def getModel: Array[Byte]

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  32. final def getProbabilityCol: String

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    Definition Classes
    HasProbabilityCol

  33. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol

  34. def getThresholds: Array[Double]

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    Definition Classes
    HasThresholds

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

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    Definition Classes
    Params

  36. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  37. def hasParent: Boolean

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    Definition Classes
    Model

  38. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  39. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  40. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  42. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  44. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  45. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  46. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  47. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  48. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  49. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  52. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  54. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  55. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  57. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  58. val model: ByteArrayParam

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    AnyRef

  60. final def notify(): Unit

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    Definition Classes
    AnyRef

  61. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  62. def numClasses: Int

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    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel

  63. def numFeatures: Int

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    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )

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

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    Definition Classes
    Params

  65. var parent: Estimator[VowpalWabbitClassificationModel]

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    Definition Classes
    Model

  66. def predict(features: Row): Double

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    Definition Classes
    ClassificationModel → PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  68. def predictProbability(features: Row): Vector

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  69. def predictRaw(features: Row): Vector

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    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel

  70. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  71. def probability2prediction(probability: Vector): Double

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  72. final val probabilityCol: Param[String]

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    Definition Classes
    HasProbabilityCol

  73. def raw2prediction(rawPrediction: Vector): Double

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel

  74. def raw2probability(rawPrediction: Vector): Vector

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  75. def raw2probabilityInPlace(rawPrediction: Vector): Vector

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    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel

  76. final val rawPredictionCol: Param[String]

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    Definition Classes
    HasRawPredictionCol

  77. def save(path: String): Unit

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

  78. final def set(paramPair: ParamPair[_]): VowpalWabbitClassificationModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  79. final def set(param: String, value: Any): VowpalWabbitClassificationModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  81. def setAdditionalFeatures(value: Array[String]): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    HasAdditionalFeatures

  82. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitClassificationModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  84. def setFeaturesCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    PredictionModel

  85. def setModel(v: Array[Byte]): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  86. def setParent(parent: Estimator[VowpalWabbitClassificationModel]): VowpalWabbitClassificationModel

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    Definition Classes
    Model

  87. def setPredictionCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    PredictionModel

  88. def setProbabilityCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    ProbabilisticClassificationModel

  89. def setRawPredictionCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    ClassificationModel

  90. def setThresholds(value: Array[Double]): VowpalWabbitClassificationModel

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    Definition Classes
    ProbabilisticClassificationModel

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

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    Definition Classes
    AnyRef

  92. final val thresholds: DoubleArrayParam

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    Definition Classes
    HasThresholds

  93. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  94. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel → ClassificationModel → PredictionModel → Transformer

  95. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  96. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  97. def transformImpl(dataset: Dataset[_]): DataFrame

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    Attributes
    protected
    Definition Classes
    PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  99. def transformSchema(schema: StructType): StructType

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    Definition Classes
    PredictionModel → PipelineStage

  100. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  101. val uid: String

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    Definition Classes
    VowpalWabbitClassificationModel → Identifiable

  102. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassifierParams → ClassifierParams → PredictorParams

  103. lazy val vw: VowpalWabbitNative

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    Definition Classes
    VowpalWabbitBaseModel

  104. lazy val vwArgs: VowpalWabbitArguments

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    Definition Classes
    VowpalWabbitBaseModel

  105. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  108. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from VowpalWabbitBaseModel

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasAdditionalFeatures

Inherited from Wrappable

Inherited from ProbabilisticClassificationModel[Row, VowpalWabbitClassificationModel]

Inherited from ProbabilisticClassifierParams

Inherited from HasThresholds

Inherited from HasProbabilityCol

Inherited from ClassificationModel[Row, VowpalWabbitClassificationModel]

Inherited from ClassifierParams

Inherited from HasRawPredictionCol

Inherited from PredictionModel[Row, VowpalWabbitClassificationModel]

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Model[VowpalWabbitClassificationModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped