class VowpalWabbitContextualBanditModel extends PredictionModel[Row, VowpalWabbitContextualBanditModel] with VowpalWabbitBaseModel with VowpalWabbitContextualBanditBase with ComplexParamsWritable with BasicLogging

Linear Supertypes
BasicLogging, ComplexParamsWritable, MLWritable, VowpalWabbitContextualBanditBase, VowpalWabbitBase, HasWeightCol, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, VowpalWabbitBaseModel, HasAdditionalFeatures, HasRawPredictionCol, 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. BasicLogging
  3. ComplexParamsWritable
  4. MLWritable
  5. VowpalWabbitContextualBanditBase
  6. VowpalWabbitBase
  7. HasWeightCol
  8. Wrappable
  9. DotnetWrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  13. VowpalWabbitBaseModel
  14. HasAdditionalFeatures
  15. HasRawPredictionCol
  16. PredictionModel
  17. PredictorParams
  18. HasPredictionCol
  19. HasFeaturesCol
  20. HasLabelCol
  21. Model
  22. Transformer
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. 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. class TrainContext extends AnyRef
    Definition Classes
    VowpalWabbitBase

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
    VowpalWabbitBaseModel
    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. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  30. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  31. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  32. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  33. def getPerformanceStatistics: DataFrame
    Definition Classes
    VowpalWabbitBaseModel
  34. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  35. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  36. final def getRawPredictionCol: String
    Definition Classes
    HasRawPredictionCol
  37. def getReadableModel: String
    Definition Classes
    VowpalWabbitBaseModel
  38. def getSharedCol: String
    Definition Classes
    VowpalWabbitContextualBanditBase
  39. def getTestArgs: String
    Definition Classes
    VowpalWabbitBaseModel
  40. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  41. def getWeightCol: String

    Definition Classes
    HasWeightCol
  42. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  43. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  44. def hasParent: Boolean
    Definition Classes
    Model
  45. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  46. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  47. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  48. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  49. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  50. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  51. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  52. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  53. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  54. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  55. def logClass(): Unit
    Definition Classes
    BasicLogging
  56. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  57. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  58. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  59. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  60. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  61. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  62. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  63. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  64. val model: ByteArrayParam
    Definition Classes
    VowpalWabbitBaseModel
  65. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  66. def numFeatures: Int
    Definition Classes
    PredictionModel
    Annotations
    @Since( "1.6.0" )
  67. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  68. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  69. var parent: Estimator[VowpalWabbitContextualBanditModel]
    Definition Classes
    Model
  70. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  71. val performanceStatistics: DataFrameParam
    Definition Classes
    VowpalWabbitBaseModel
  72. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  73. def predict(features: Row): Double
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel
  74. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  75. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  76. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  77. final val rawPredictionCol: Param[String]
    Definition Classes
    HasRawPredictionCol
  78. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  79. def saveNativeModel(path: String): Unit
    Definition Classes
    VowpalWabbitBaseModel
  80. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    Params
  81. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    HasAdditionalFeatures
  82. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  83. def setFeaturesCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  84. def setHashSeed(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  85. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  86. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  87. def setInteractions(value: Array[String]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  88. def setL1(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  89. def setL2(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  90. def setLearningRate(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  91. def setModel(v: Array[Byte]): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  92. def setNumBits(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  93. def setNumPasses(value: Int): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  94. def setParent(parent: Estimator[VowpalWabbitContextualBanditModel]): VowpalWabbitContextualBanditModel
    Definition Classes
    Model
  95. def setPassThroughArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  96. def setPerformanceStatistics(v: DataFrame): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  97. def setPowerT(value: Double): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  98. def setPredictionCol(value: String): VowpalWabbitContextualBanditModel
    Definition Classes
    PredictionModel
  99. def setSharedCol(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  100. def setTestArgs(value: String): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBaseModel
  101. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBanditModel.this.type
    Definition Classes
    VowpalWabbitBase
  102. def setWeightCol(value: String): VowpalWabbitContextualBanditModel.this.type

    Definition Classes
    HasWeightCol
  103. val sharedCol: Param[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  104. val testArgs: Param[String]
    Definition Classes
    VowpalWabbitBaseModel
  105. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  106. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → Transformer
  107. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  108. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  109. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitContextualBanditModel → PredictionModel → PipelineStage
  110. val uid: String
    Definition Classes
    VowpalWabbitContextualBanditModel → BasicLogging → Identifiable
  111. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  112. val ver: String
    Definition Classes
    BasicLogging
  113. lazy val vw: VowpalWabbitNative
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  114. lazy val vwArgs: VowpalWabbitArguments
    Definition Classes
    VowpalWabbitBaseModel
    Annotations
    @transient()
  115. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  116. 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'.