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

Annotations
@InternalWrapper()
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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  2. By Inheritance
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. 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[_]): VowpalWabbitClassificationModel.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 copy(extra: ParamMap): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    VowpalWabbitClassificationModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  15. lazy val example: VowpalWabbitExample

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  20. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  21. def featuresDataType: DataType

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    Attributes
    protected
    Definition Classes
    PredictionModel

  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

  24. def getAdditionalFeatures: Array[String]

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    Definition Classes
    HasAdditionalFeatures

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  27. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  28. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  29. def getModel: Array[Byte]

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  32. def getPerformanceStatistics: DataFrame

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    Definition Classes
    VowpalWabbitBaseModel

  33. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  34. final def getProbabilityCol: String

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    Definition Classes
    HasProbabilityCol

  35. final def getRawPredictionCol: String

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    Definition Classes
    HasRawPredictionCol

  36. def getTestArgs: String

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    Definition Classes
    VowpalWabbitBaseModel

  37. def getThresholds: Array[Double]

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    Definition Classes
    HasThresholds

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

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    Definition Classes
    Params

  39. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  40. def hasParent: Boolean

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    Definition Classes
    Model

  41. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  43. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  45. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  47. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  48. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  49. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  61. val model: ByteArrayParam

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    AnyRef

  63. final def notify(): Unit

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    Definition Classes
    AnyRef

  64. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  65. def numClasses: Int

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    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel

  66. def numFeatures: Int

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    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )

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

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    Definition Classes
    Params

  68. var parent: Estimator[VowpalWabbitClassificationModel]

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    Definition Classes
    Model

  69. val performanceStatistics: DataFrameParam

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    Definition Classes
    VowpalWabbitBaseModel

  70. def predict(features: Row): Double

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    Definition Classes
    ClassificationModel → PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  72. def predictProbability(features: Row): Vector

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  73. def predictRaw(features: Row): Vector

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    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → ClassificationModel

  74. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  75. def probability2prediction(probability: Vector): Double

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  76. final val probabilityCol: Param[String]

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    Definition Classes
    HasProbabilityCol

  77. def raw2prediction(rawPrediction: Vector): Double

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel

  78. def raw2probability(rawPrediction: Vector): Vector

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassificationModel

  79. def raw2probabilityInPlace(rawPrediction: Vector): Vector

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    Attributes
    protected
    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel

  80. final val rawPredictionCol: Param[String]

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    Definition Classes
    HasRawPredictionCol

  81. def save(path: String): Unit

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

  82. def saveNativeModel(path: String): Unit

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasAdditionalFeatures

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  89. def setFeaturesCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    PredictionModel

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

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    Model

  92. def setPerformanceStatistics(v: DataFrame): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

  93. def setPredictionCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    PredictionModel

  94. def setProbabilityCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    ProbabilisticClassificationModel

  95. def setRawPredictionCol(value: String): VowpalWabbitClassificationModel

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    Definition Classes
    ClassificationModel

  96. def setTestArgs(value: String): VowpalWabbitClassificationModel.this.type

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    Definition Classes
    VowpalWabbitBaseModel

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

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    Definition Classes
    ProbabilisticClassificationModel

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

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    Definition Classes
    AnyRef

  99. val testArgs: Param[String]

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    Definition Classes
    VowpalWabbitBaseModel

  100. final val thresholds: DoubleArrayParam

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    Definition Classes
    HasThresholds

  101. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    VowpalWabbitClassificationModel → ProbabilisticClassificationModel → ClassificationModel → PredictionModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    PredictionModel

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

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    Attributes
    protected
    Definition Classes
    VowpalWabbitBaseModel

  107. def transformSchema(schema: StructType): StructType

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    Definition Classes
    PredictionModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  109. val uid: String

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    Definition Classes
    VowpalWabbitClassificationModel → Identifiable

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

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    Attributes
    protected
    Definition Classes
    ProbabilisticClassifierParams → ClassifierParams → PredictorParams

  111. lazy val vw: VowpalWabbitNative

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    Definition Classes
    VowpalWabbitBaseModel

  112. lazy val vwArgs: VowpalWabbitArguments

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    Definition Classes
    VowpalWabbitBaseModel

  113. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  116. 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