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

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

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

    Store the detailed prediction output of VW

    Store the detailed prediction output of VW

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

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  127. 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'.