class VowpalWabbitContextualBanditModel extends PredictionModel[Row, VowpalWabbitContextualBanditModel] with VowpalWabbitBaseModelSpark with VowpalWabbitContextualBanditBase with ComplexParamsWritable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, VowpalWabbitContextualBanditBase, VowpalWabbitBaseSpark, HasWeightCol, VowpalWabbitBaseLearner, VowpalWabbitBase, ComplexParamsWritable, MLWritable, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, VowpalWabbitBaseModelSpark, HasAdditionalFeatures, HasRawPredictionCol, VowpalWabbitBaseModel, PredictionModel[Row, VowpalWabbitContextualBanditModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Model[VowpalWabbitContextualBanditModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitContextualBanditModel
  2. SynapseMLLogging
  3. VowpalWabbitContextualBanditBase
  4. VowpalWabbitBaseSpark
  5. HasWeightCol
  6. VowpalWabbitBaseLearner
  7. VowpalWabbitBase
  8. ComplexParamsWritable
  9. MLWritable
  10. Wrappable
  11. DotnetWrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. VowpalWabbitBaseModelSpark
  16. HasAdditionalFeatures
  17. HasRawPredictionCol
  18. VowpalWabbitBaseModel
  19. PredictionModel
  20. PredictorParams
  21. HasPredictionCol
  22. HasFeaturesCol
  23. HasLabelCol
  24. Model
  25. Transformer
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new VowpalWabbitContextualBanditModel()
  2. new VowpalWabbitContextualBanditModel(uid: String)

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. type VowpalWabbitLabelSetFunc = (Row, VowpalWabbitExample) ⇒ Unit
    Definition Classes
    VowpalWabbitBaseSpark

Value Members

  1. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  2. val additionalSharedFeatures: StringArrayParam
    Definition Classes
    VowpalWabbitContextualBanditBase
  3. final def clear(param: Param[_]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    Params
  4. def copy(extra: ParamMap): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditModel → Model → Transformer → PipelineStage → Params
  5. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  6. lazy val example: VowpalWabbitExample
    Definition Classes
    VowpalWabbitBaseModelSpark
    Annotations
    @transient()
  7. val exampleStack: SharedVariable[ExampleStack]
  8. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  9. def explainParams(): String
    Definition Classes
    Params
  10. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  11. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  12. final val featuresCol: Param[String]
    Definition Classes
    HasFeaturesCol
  13. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  15. def getAdditionalSharedFeatures: Array[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  16. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  17. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  18. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  19. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  20. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  21. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  22. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  23. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  24. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  25. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  26. def getModel: Array[Byte]
    Definition Classes
    VowpalWabbitBaseModel
  27. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  28. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  29. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  30. def getOneStepAheadPredictions: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  31. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  32. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  33. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  34. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  35. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  36. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  37. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  38. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  39. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  40. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  41. def getSharedCol: String
    Definition Classes
    VowpalWabbitContextualBanditBase
  42. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  43. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  44. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  45. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  46. def getWeightCol: String

    Definition Classes
    HasWeightCol
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hasParent: Boolean
    Definition Classes
    Model
  50. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  51. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  52. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  53. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  54. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  57. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  58. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  59. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  60. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  61. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  62. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  63. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  64. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  65. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  66. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  67. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  68. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  69. def numFeatures: Int
    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )
  70. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  71. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  72. val oneStepAheadPredictions: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  73. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  74. var parent: Estimator[VowpalWabbitContextualBanditModel]
    Definition Classes
    Model
  75. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  76. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  77. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  78. def predict(features: Row): Double
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel
  79. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  80. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  81. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  82. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  83. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  84. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  85. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  86. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    Params
  87. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    HasAdditionalFeatures
  88. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  89. def setFeaturesCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  90. def setHashSeed(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  91. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  92. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  93. def setInteractions(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  94. def setL1(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  95. def setL2(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  96. def setLearningRate(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  97. def setModel(v: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  98. def setNumBits(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  99. def setNumPasses(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  100. def setNumSyncsPerPass(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  101. def setOneStepAheadPredictions(v: DataFrame): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  102. def setParent(parent: Estimator[VowpalWabbitContextualBanditModel]): VowpalWabbitContextualBanditModel
    Definition Classes
    Model
  103. def setPassThroughArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  104. def setPerformanceStatistics(v: DataFrame): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  105. def setPowerT(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  106. def setPredictionCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  107. def setPredictionIdCol(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  108. def setSharedCol(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  109. def setSplitCol(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  110. def setSplitColValues(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  111. def setTestArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  112. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  113. def setWeightCol(value: String): VowpalWabbitContextualBanditModel.this.type

    Definition Classes
    HasWeightCol
  114. val sharedCol: Param[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  115. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  116. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  117. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  118. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  119. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → Transformer
  120. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  121. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  122. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → PipelineStage
  123. val uid: String
    Definition Classes
    VowpalWabbitContextualBanditModel → SynapseMLLogging → Identifiable
  124. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  125. val vowpalWabbitPredictionCol: String

    Store the detailed prediction output of VW

    Store the detailed prediction output of VW

    Definition Classes
    VowpalWabbitBaseModelSpark
  126. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  127. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  128. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  129. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Deprecated Value Members

  1. def getArgs: String
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

  2. def setArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.