class VowpalWabbitContextualBandit extends Predictor[Row, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditModel] with VowpalWabbitContextualBanditBase with HasParallelismInjected with ComplexParamsWritable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, HasParallelismInjected, HasParallelism, VowpalWabbitContextualBanditBase, VowpalWabbitBaseSpark, HasAdditionalFeatures, HasWeightCol, VowpalWabbitBaseLearner, VowpalWabbitBase, ComplexParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Predictor[Row, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditModel], PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Estimator[VowpalWabbitContextualBanditModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitContextualBandit
  2. SynapseMLLogging
  3. HasParallelismInjected
  4. HasParallelism
  5. VowpalWabbitContextualBanditBase
  6. VowpalWabbitBaseSpark
  7. HasAdditionalFeatures
  8. HasWeightCol
  9. VowpalWabbitBaseLearner
  10. VowpalWabbitBase
  11. ComplexParamsWritable
  12. MLWritable
  13. Wrappable
  14. RWrappable
  15. PythonWrappable
  16. BaseWrappable
  17. Predictor
  18. PredictorParams
  19. HasPredictionCol
  20. HasFeaturesCol
  21. HasLabelCol
  22. Estimator
  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 VowpalWabbitContextualBandit()
  2. new VowpalWabbitContextualBandit(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. val chosenActionCol: Param[String]
  4. final def clear(param: Param[_]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    Params
  5. def copy(extra: ParamMap): VowpalWabbitContextualBandit
    Definition Classes
    VowpalWabbitContextualBandit → Predictor → Estimator → PipelineStage → Params
  6. val epsilon: DoubleParam
  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. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[VowpalWabbitContextualBanditModel]
    Definition Classes
    VowpalWabbitContextualBandit → Estimator
  13. def fit(dataset: Dataset[_]): VowpalWabbitContextualBanditModel
    Definition Classes
    Predictor → Estimator
  14. def fit(dataset: Dataset[_], paramMap: ParamMap): VowpalWabbitContextualBanditModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  15. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): VowpalWabbitContextualBanditModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  16. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  17. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  18. def getAdditionalSharedFeatures: Array[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  19. def getChosenActionCol: String
  20. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getEpsilon: Double
  22. def getExecutionContextProxy: ExecutionContext
    Definition Classes
    HasParallelismInjected
  23. final def getFeaturesCol: String
    Definition Classes
    HasFeaturesCol
  24. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  25. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  26. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  27. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  28. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  29. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  30. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  31. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  32. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  33. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  34. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  35. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  36. def getParallelism: Int
    Definition Classes
    HasParallelism
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  39. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  40. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  41. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  42. def getPredictionIdCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  43. def getProbabilityCol: String
  44. def getSharedCol: String
    Definition Classes
    VowpalWabbitContextualBanditBase
  45. def getSplitCol: String
    Definition Classes
    VowpalWabbitBaseLearner
  46. def getSplitColValues: Array[String]
    Definition Classes
    VowpalWabbitBaseLearner
  47. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  48. def getWeightCol: String

    Definition Classes
    HasWeightCol
  49. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  50. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  51. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  52. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  53. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  54. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  55. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  56. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  57. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  58. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  59. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  60. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  61. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  62. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  63. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  64. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  65. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  66. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  67. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  68. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  69. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  70. def parallelFit(dataset: Dataset[_], paramMaps: ArrayList[ParamMap]): List[VowpalWabbitContextualBanditModel]
  71. val parallelism: IntParam
    Definition Classes
    HasParallelism
  72. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  73. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  74. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  75. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  76. val predictionIdCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  77. val probabilityCol: Param[String]
  78. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  79. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  80. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  81. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBandit.this.type
    Definition Classes
    Params
  82. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    HasAdditionalFeatures
  83. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  84. def setChosenActionCol(value: String): VowpalWabbitContextualBandit.this.type
  85. def setEpsilon(value: Double): VowpalWabbitContextualBandit.this.type
  86. def setFeaturesCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  87. def setHashSeed(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  88. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  89. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  90. def setInteractions(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  91. def setL1(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  92. def setL2(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  93. def setLabelCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  94. def setLearningRate(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  95. def setNumBits(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  96. def setNumPasses(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  97. def setNumSyncsPerPass(value: Int): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  98. def setParallelism(value: Int): VowpalWabbitContextualBandit.this.type
  99. def setPassThroughArgs(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  100. def setPowerT(value: Double): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  101. def setPredictionCol(value: String): VowpalWabbitContextualBandit
    Definition Classes
    Predictor
  102. def setPredictionIdCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  103. def setProbabilityCol(value: String): VowpalWabbitContextualBandit.this.type
  104. def setSharedCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitContextualBanditBase
  105. def setSplitCol(value: String): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  106. def setSplitColValues(value: Array[String]): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBaseLearner
  107. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
  108. def setWeightCol(value: String): VowpalWabbitContextualBandit.this.type

    Definition Classes
    HasWeightCol
  109. val sharedCol: Param[String]
    Definition Classes
    VowpalWabbitContextualBanditBase
  110. val splitCol: Param[String]
    Definition Classes
    VowpalWabbitBaseLearner
  111. val splitColValues: StringArrayParam
    Definition Classes
    VowpalWabbitBaseLearner
  112. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  113. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitContextualBandit → Predictor → PipelineStage
  114. val uid: String
    Definition Classes
    VowpalWabbitContextualBandit → SynapseMLLogging → Identifiable
  115. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  116. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol
  117. 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): VowpalWabbitContextualBandit.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.